Contents
How to run PMOG based BSS on a given dataset?
This demo program will illustrate PMOG based BSS on sources generated using the FastICA package.
function z = pmog_demo1()
Copyright Notice
%========================================================================= % COPYRIGHT NOTICE AND LICENSE INFO: % % * Copyright (C) 2010, Gautam V. Pendse, McLean Hospital % % * Matlab demo of the PMOG algorithm described in: % % Gautam V. Pendse, "PMOG: The projected mixture of Gaussians model with application to blind source separation", % arXiv:1008.2743v1 [stat.ML, cs.AI, stat.ME], 46 pages, 9 figures, 2010. [5.5 MB] % % * License: Please see the file license.txt included with the code distribution % % % * If you use this code in your own work or alter this code, please cite the above paper. This code is distributed "as is" and no % guarantee is given as to the accuracy or validity of the results produced by running this code. No responsibility will be assumed % of the effects of running this code or using its results in any manner. % % * AUTHOR: GAUTAM V. PENDSE % DATE: 2nd April 2010 %=========================================================================
(1) Generate sources and their mixture
- We will call the function demosig.m from the FastICA package (http://www.cis.hut.fi/projects/ica/fastica/).
- For convenience FastICA package is included with the distribution of PMOG code.
%========================================================================= % call demosig.m from FastICA package [sig,mixedsig]=demosig(); % get sources S = sig; % get mixed signals X = mixedsig; % how many sources do we have nsources = size(S,1); %=========================================================================
(2) Do PMOG based BSS
Please note that:
- PMOG fits a mixture of PPCA model before BSS and hence it expects a non-square and noisy input.
- Since our input is without noise, we add a small amount of noise to make the PPCA mixture estimation stable.
% run pmog
pmi = ppca_mm_ica( X + 1e-6*randn(size(X,1),size(X,2)), 1, nsources );
current f = [1.4e-05 2e-05 1.8e-05 2.2e-05]
w =
0.379598245006273
0.527230244621035
0.497284119478196
0.575014834407347
pic =
Columns 1 through 4
[0.090889221315216] [0.634764059362818] [0.094067572173000] [0.092541149596145]
Column 5
[0.087737997552821]
mu =
Columns 1 through 3
[2.151809882418390] [-0.010813291774386] [-0.702924610556362]
Columns 4 through 5
[0.712162120749162] [-2.148377293883642]
sigma2 =
Columns 1 through 4
[0.294937178866858] [0.028461100887903] [0.106576146411055] [0.089524164260550]
Column 5
[0.313897694706211]
likelihood error: 91.5489
current f = [9.4e-06 1.3e-05 1.2e-05 1.5e-05]
w =
0.379239974853956
0.526660874335503
0.494203150210129
0.578419118317511
pic =
Columns 1 through 4
[0.090889221315216] [0.634764059362818] [0.094067572173000] [0.092541149596145]
Column 5
[0.087737997552821]
mu =
Columns 1 through 3
[2.154631943603371] [-0.011334842711790] [-0.685014618441655]
Columns 4 through 5
[0.704635048436206] [-2.158790275590328]
sigma2 =
Columns 1 through 4
[0.303490866322397] [0.020633298466221] [0.118856735768134] [0.100485950478744]
Column 5
[0.314023566738915]
likelihood error: 10.4182
current f = [9.2e-06 1.3e-05 1.2e-05 1.4e-05]
w =
0.379228661775195
0.526644147221848
0.494118551766767
0.578514031230165
pic =
Columns 1 through 4
[0.090889221315216] [0.634764059362818] [0.094067572173000] [0.092541149596145]
Column 5
[0.087737997552821]
mu =
Columns 1 through 3
[2.154233199009893] [-0.011362594480910] [-0.683540649825686]
Columns 4 through 5
[0.704066273900534] [-2.159156821045433]
sigma2 =
Columns 1 through 4
[0.304261241973081] [0.020535162974848] [0.119994348886966] [0.101450120143420]
Column 5
[0.314459673164829]
likelihood error: 0.17593
current f = [9.2e-06 1.3e-05 1.2e-05 1.4e-05]
w =
0.379228365158724
0.526643710263147
0.494116350743996
0.578516503324842
pic =
Columns 1 through 4
[0.090889221315216] [0.634764059362818] [0.094067572173000] [0.092541149596145]
Column 5
[0.087737997552821]
mu =
Columns 1 through 3
[2.154221320432721] [-0.011363355205700] [-0.683499330047662]
Columns 4 through 5
[0.704050352520355] [-2.159166519772256]
sigma2 =
Columns 1 through 4
[0.304282909299195] [0.020532991701563] [0.120026555864311] [0.101477351138890]
Column 5
[0.314472348912648]
likelihood error: 0.0044858
current f = [9.2e-06 1.3e-05 1.2e-05 1.4e-05]
w =
0.379228357447578
0.526643698904925
0.494116293544676
0.578516567572711
pic =
Columns 1 through 4
[0.090889221315216] [0.634764059362818] [0.094067572173000] [0.092541149596145]
Column 5
[0.087737997552821]
mu =
Columns 1 through 3
[2.154221010427051] [-0.011363374999355] [-0.683498253742677]
Columns 4 through 5
[0.704049937960793] [-2.159166772125230]
sigma2 =
Columns 1 through 4
[0.304283473671827] [0.020532935568469] [0.120027394901192] [0.101478060370983]
Column 5
[0.314472679443641]
likelihood error: 0.00011651
current f = [9.2e-06 1.3e-05 1.2e-05 1.4e-05]
w =
0.379228357447578
0.526643698904925
0.494116293544676
0.578516567572711
pic =
Columns 1 through 4
[0.090889221315216] [0.634764059362818] [0.094067572173000] [0.092541149596145]
Column 5
[0.087737997552821]
mu =
Columns 1 through 3
[2.154221010427051] [-0.011363374999355] [-0.683498253742677]
Columns 4 through 5
[0.704049937960793] [-2.159166772125230]
sigma2 =
Columns 1 through 4
[0.304283473671827] [0.020532935568469] [0.120027394901192] [0.101478060370983]
Column 5
[0.314472679443641]
current f = [4.7e-08 6.5e-08 5.9e-08 7.5e-08]
w =
0.377531465776932
0.521184869668796
0.475934446643746
0.599435339977472
pic =
Columns 1 through 4
[0.091008030227096] [0.631422991969923] [0.094860681102753] [0.095332443822345]
Column 5
[0.087375852877883]
mu =
Columns 1 through 3
[2.145287253133404] [-0.012774212975739] [-0.691478388131052]
Columns 4 through 5
[0.697188952447922] [-2.152117235735787]
sigma2 =
Columns 1 through 4
[0.318262344060231] [0.019268593634370] [0.136730715878427] [0.113084003118681]
Column 5
[0.329561945180075]
likelihood error: 9.9452
current f = [4.7e-08 6.5e-08 5.9e-08 7.4e-08]
w =
0.377491752525583
0.521151277826173
0.475854666606454
0.599552882566297
pic =
Columns 1 through 4
[0.091008030227096] [0.631422991969923] [0.094860681102753] [0.095332443822345]
Column 5
[0.087375852877883]
mu =
Columns 1 through 3
[2.142985992173853] [-0.012080519808490] [-0.692552946372192]
Columns 4 through 5
[0.697532268478559] [-2.153941363779338]
sigma2 =
Columns 1 through 4
[0.320866459606498] [0.018355690900918] [0.136118018303087] [0.114913836820393]
Column 5
[0.331817071746792]
likelihood error: 0.52073
current f = [4.7e-08 6.5e-08 5.9e-08 7.4e-08]
w =
0.377491669105863
0.521151151296803
0.475854490050502
0.599553185201979
pic =
Columns 1 through 4
[0.091008030227096] [0.631422991969923] [0.094860681102753] [0.095332443822345]
Column 5
[0.087375852877883]
mu =
Columns 1 through 3
[2.142966940043180] [-0.012076576624749] [-0.692553925488082]
Columns 4 through 5
[0.697532429923295] [-2.153949128838832]
sigma2 =
Columns 1 through 4
[0.320882908848593] [0.018355024076222] [0.136117629739136] [0.114926861483240]
Column 5
[0.331835152704112]
likelihood error: 0.00063229
current f = [4.7e-08 6.5e-08 5.9e-08 7.4e-08]
w =
0.377491669105863
0.521151151296803
0.475854490050502
0.599553185201979
pic =
Columns 1 through 4
[0.091008030227096] [0.631422991969923] [0.094860681102753] [0.095332443822345]
Column 5
[0.087375852877883]
mu =
Columns 1 through 3
[2.142966940043180] [-0.012076576624749] [-0.692553925488082]
Columns 4 through 5
[0.697532429923295] [-2.153949128838832]
sigma2 =
Columns 1 through 4
[0.320882908848593] [0.018355024076222] [0.136117629739136] [0.114926861483240]
Column 5
[0.331835152704112]
Likelihood error: 102.1476
current f = [1e-08 1.4e-08 1.3e-08 1.6e-08]
w =
0.375647850247353
0.519919720228812
0.471822724808328
0.604942553923439
pic =
Columns 1 through 4
[0.090955537080838] [0.627302469531861] [0.097303542476897] [0.097506659443502]
Column 5
[0.086931791466901]
mu =
Columns 1 through 3
[2.138269977020682] [-0.011677656296022] [-0.692811297863376]
Columns 4 through 5
[0.690868881656921] [-2.152416821746284]
sigma2 =
Columns 1 through 4
[0.328914760927423] [0.017602425951186] [0.144769636283014] [0.124274022109461]
Column 5
[0.338816930916233]
likelihood error: 1.0957
current f = [1e-08 1.4e-08 1.3e-08 1.6e-08]
w =
0.375643983213684
0.519913000522440
0.471817458501390
0.604954837726158
pic =
Columns 1 through 4
[0.090955537080838] [0.627302469531861] [0.097303542476897] [0.097506659443502]
Column 5
[0.086931791466901]
mu =
Columns 1 through 3
[2.137464492996776] [-0.011481918560818] [-0.693262296813394]
Columns 4 through 5
[0.691118312781521] [-2.152761497087151]
sigma2 =
Columns 1 through 4
[0.329498636152962] [0.017539702272794] [0.144426987110678] [0.124582387823382]
Column 5
[0.339588515616738]
likelihood error: 0.010652
current f = [1e-08 1.4e-08 1.3e-08 1.6e-08]
w =
0.375643977691916
0.519912983629349
0.471817449653784
0.604954862573652
pic =
Columns 1 through 4
[0.090955537080838] [0.627302469531861] [0.097303542476897] [0.097506659443502]
Column 5
[0.086931791466901]
mu =
Columns 1 through 3
[2.137462312849245] [-0.011481394914514] [-0.693263368522444]
Columns 4 through 5
[0.691118867986208] [-2.152762417916963]
sigma2 =
Columns 1 through 4
[0.329499857798192] [0.017539673935455] [0.144426396547369] [0.124583032778133]
Column 5
[0.339590309173701]
likelihood error: 8.2261e-06
current f = [1e-08 1.4e-08 1.3e-08 1.6e-08]
w =
0.375643977691916
0.519912983629349
0.471817449653784
0.604954862573652
pic =
Columns 1 through 4
[0.090955537080838] [0.627302469531861] [0.097303542476897] [0.097506659443502]
Column 5
[0.086931791466901]
mu =
Columns 1 through 3
[2.137462312849245] [-0.011481394914514] [-0.693263368522444]
Columns 4 through 5
[0.691118867986208] [-2.152762417916963]
sigma2 =
Columns 1 through 4
[0.329499857798192] [0.017539673935455] [0.144426396547369] [0.124583032778133]
Column 5
[0.339590309173701]
Likelihood error: 10.4666
current f = [6.7e-09 9.3e-09 8.4e-09 1.1e-08]
w =
0.375076445310990
0.519767338175617
0.470996153608232
0.606071116019173
pic =
Columns 1 through 4
[0.090829389074550] [0.623907946941471] [0.099249062419781] [0.099499272829446]
Column 5
[0.086514328734752]
mu =
Columns 1 through 3
[2.135111833666721] [-0.011493226266189] [-0.689929566122021]
Columns 4 through 5
[0.683910597404355] [-2.153793572872079]
sigma2 =
Columns 1 through 4
[0.334382213106233] [0.017303938751948] [0.151628275718045] [0.132664946547546]
Column 5
[0.342183896987629]
likelihood error: 0.28837
current f = [6.7e-09 9.3e-09 8.5e-09 1.1e-08]
w =
0.375075883384714
0.519766107712813
0.470995454852948
0.606073062041241
pic =
Columns 1 through 4
[0.090829389074550] [0.623907946941471] [0.099249062419781] [0.099499272829446]
Column 5
[0.086514328734752]
mu =
Columns 1 through 3
[2.134938284550979] [-0.011455418602461] [-0.690008246661783]
Columns 4 through 5
[0.683969066166122] [-2.153861009307580]
sigma2 =
Columns 1 through 4
[0.334501121277652] [0.017299653179994] [0.151551398522322] [0.132715063272762]
Column 5
[0.342361015607641]
likelihood error: 0.00011332
current f = [6.7e-09 9.3e-09 8.5e-09 1.1e-08]
w =
0.375075883384714
0.519766107712813
0.470995454852948
0.606073062041241
pic =
Columns 1 through 4
[0.090829389074550] [0.623907946941471] [0.099249062419781] [0.099499272829446]
Column 5
[0.086514328734752]
mu =
Columns 1 through 3
[2.134938284550979] [-0.011455418602461] [-0.690008246661783]
Columns 4 through 5
[0.683969066166122] [-2.153861009307580]
sigma2 =
Columns 1 through 4
[0.334501121277652] [0.017299653179994] [0.151551398522322] [0.132715063272762]
Column 5
[0.342361015607641]
Likelihood error: 1.1064
current f = [5.2e-09 7.3e-09 6.6e-09 8.5e-09]
w =
0.374902882600244
0.519753738563050
0.470799115466584
0.606343197191930
pic =
Columns 1 through 4
[0.090641475493303] [0.621245826610457] [0.100819717581178] [0.101178327680594]
Column 5
[0.086114652634468]
mu =
Columns 1 through 3
[2.134226041815018] [-0.011530773004243] [-0.686521324418585]
Columns 4 through 5
[0.677835378032427] [-2.155886308358830]
sigma2 =
Columns 1 through 4
[0.337349781832421] [0.017186980057705] [0.157981118010455] [0.139730452038664]
Column 5
[0.343116271792090]
likelihood error: 0.17451
current f = [5.2e-09 7.3e-09 6.6e-09 8.5e-09]
w =
0.374902752059534
0.519753463323328
0.470798971885940
0.606343625323179
pic =
Columns 1 through 4
[0.090641475493303] [0.621245826610457] [0.100819717581178] [0.101178327680594]
Column 5
[0.086114652634468]
mu =
Columns 1 through 3
[2.134184005736197] [-0.011522127277306] [-0.686536191009285]
Columns 4 through 5
[0.677849119344109] [-2.155903175288547]
sigma2 =
Columns 1 through 4
[0.337379081129516] [0.017186372832296] [0.157962181686509] [0.139741132821344]
Column 5
[0.343161998385942]
likelihood error: 3.6916e-05
current f = [5.2e-09 7.3e-09 6.6e-09 8.5e-09]
w =
0.374902752059534
0.519753463323328
0.470798971885940
0.606343625323179
pic =
Columns 1 through 4
[0.090641475493303] [0.621245826610457] [0.100819717581178] [0.101178327680594]
Column 5
[0.086114652634468]
mu =
Columns 1 through 3
[2.134184005736197] [-0.011522127277306] [-0.686536191009285]
Columns 4 through 5
[0.677849119344109] [-2.155903175288547]
sigma2 =
Columns 1 through 4
[0.337379081129516] [0.017186372832296] [0.157962181686509] [0.139741132821344]
Column 5
[0.343161998385942]
Likelihood error: 0.28848
current f = [4.3e-09 6e-09 5.4e-09 7e-09]
w =
0.374837358586316
0.519753599549595
0.470737520827270
0.606431642379678
pic =
Columns 1 through 4
[0.090404138980414] [0.619088790378066] [0.102174929362766] [0.102618407561002]
Column 5
[0.085713733717752]
mu =
Columns 1 through 3
[2.134539094875258] [-0.011585685333171] [-0.683675331605902]
Columns 4 through 5
[0.673001683492304] [-2.158423949914933]
sigma2 =
Columns 1 through 4
[0.339006116986298] [0.017111828865339] [0.163768677979172] [0.145901969437316]
Column 5
[0.343135714411691]
likelihood error: 0.12352
current f = [4.3e-09 6e-09 5.4e-09 7e-09]
w =
0.374837315468271
0.519753514161121
0.470737478566073
0.606431775019758
pic =
Columns 1 through 4
[0.090404138980414] [0.619088790378066] [0.102174929362766] [0.102618407561002]
Column 5
[0.085713733717752]
mu =
Columns 1 through 3
[2.134525364252049] [-0.011582958353202] [-0.683679034035718]
Columns 4 through 5
[0.673005911456965] [-2.158429812939649]
sigma2 =
Columns 1 through 4
[0.339015817953315] [0.017111662950284] [0.163762524742012] [0.145905095628947]
Column 5
[0.343151302637965]
likelihood error: 1.6271e-05
current f = [4.3e-09 6e-09 5.4e-09 7e-09]
w =
0.374837315468271
0.519753514161121
0.470737478566073
0.606431775019758
pic =
Columns 1 through 4
[0.090404138980414] [0.619088790378066] [0.102174929362766] [0.102618407561002]
Column 5
[0.085713733717752]
mu =
Columns 1 through 3
[2.134525364252049] [-0.011582958353202] [-0.683679034035718]
Columns 4 through 5
[0.673005911456965] [-2.158429812939649]
sigma2 =
Columns 1 through 4
[0.339015817953315] [0.017111662950284] [0.163762524742012] [0.145905095628947]
Column 5
[0.343151302637965]
Likelihood error: 0.17447
current f = [3.7e-09 5.1e-09 4.6e-09 5.9e-09]
w =
0.374803447020953
0.519753673383780
0.470708436115389
0.606475113505186
pic =
Columns 1 through 4
[0.090131396863369] [0.617303038063457] [0.103379172547994] [0.103877889520566]
Column 5
[0.085308503004613]
mu =
Columns 1 through 3
[2.135587172117756] [-0.011629861749940] [-0.681510455470464]
Columns 4 through 5
[0.669266872475254] [-2.161243507859796]
sigma2 =
Columns 1 through 4
[0.339870801006251] [0.017055192387860] [0.169072909425833] [0.151402574375837]
Column 5
[0.342722533350476]
likelihood error: 0.092753
current f = [3.7e-09 5.1e-09 4.6e-09 5.9e-09]
w =
0.374803425777951
0.519753632027494
0.470708416673424
0.606475177165715
pic =
Columns 1 through 4
[0.090131396863369] [0.617303038063457] [0.103379172547994] [0.103877889520566]
Column 5
[0.085308503004613]
mu =
Columns 1 through 3
[2.135580381906892] [-0.011628525936895] [-0.681512033721660]
Columns 4 through 5
[0.669268882166383] [-2.161246534645179]
sigma2 =
Columns 1 through 4
[0.339875576835980] [0.017055115997711] [0.169069922716282] [0.151403965729236]
Column 5
[0.342730332545427]
likelihood error: 8.6951e-06
current f = [3.7e-09 5.1e-09 4.6e-09 5.9e-09]
w =
0.374803425777951
0.519753632027494
0.470708416673424
0.606475177165715
pic =
Columns 1 through 4
[0.090131396863369] [0.617303038063457] [0.103379172547994] [0.103877889520566]
Column 5
[0.085308503004613]
mu =
Columns 1 through 3
[2.135580381906892] [-0.011628525936895] [-0.681512033721660]
Columns 4 through 5
[0.669268882166383] [-2.161246534645179]
sigma2 =
Columns 1 through 4
[0.339875576835980] [0.017055115997711] [0.169069922716282] [0.151403965729236]
Column 5
[0.342730332545427]
Likelihood error: 0.12351
current f = [3.2e-09 4.4e-09 4e-09 5.2e-09]
w =
0.374780678606860
0.519753280593675
0.470688738314758
0.606504807813947
pic =
Columns 1 through 4
[0.089834347406270] [0.615804641824520] [0.104465323853173] [0.104995825002663]
Column 5
[0.084899861913374]
mu =
Columns 1 through 3
[2.137120381481111] [-0.011663169518907] [-0.679960020299676]
Columns 4 through 5
[0.666425853837408] [-2.164248209338349]
sigma2 =
Columns 1 through 4
[0.340219036192616] [0.017010139131191] [0.173988526286805] [0.156386092596001]
Column 5
[0.342062354423862]
likelihood error: 0.072804
current f = [3.2e-09 4.4e-09 4e-09 5.2e-09]
w =
0.374780664351616
0.519753252354336
0.470688725572663
0.606504850711609
pic =
Columns 1 through 4
[0.089834347406270] [0.615804641824520] [0.104465323853173] [0.104995825002663]
Column 5
[0.084899861913374]
mu =
Columns 1 through 3
[2.137115741834061] [-0.011662251558529] [-0.679961109186752]
Columns 4 through 5
[0.666427215412504] [-2.164250302444704]
sigma2 =
Columns 1 through 4
[0.340222272773536] [0.017010089108372] [0.173986511921019] [0.156386972933919]
Column 5
[0.342067655466195]
likelihood error: 6.0785e-06
current f = [3.2e-09 4.4e-09 4e-09 5.2e-09]
w =
0.374780664351616
0.519753252354336
0.470688725572663
0.606504850711609
pic =
Columns 1 through 4
[0.089834347406270] [0.615804641824520] [0.104465323853173] [0.104995825002663]
Column 5
[0.084899861913374]
mu =
Columns 1 through 3
[2.137115741834061] [-0.011662251558529] [-0.679961109186752]
Columns 4 through 5
[0.666427215412504] [-2.164250302444704]
sigma2 =
Columns 1 through 4
[0.340222272773536] [0.017010089108372] [0.173986511921019] [0.156386972933919]
Column 5
[0.342067655466195]
Likelihood error: 0.092744
current f = [2.8e-09 3.9e-09 3.6e-09 4.6e-09]
w =
0.374763058015678
0.519752618716571
0.470672743898073
0.606528675212957
pic =
Columns 1 through 4
[0.089520734366308] [0.614534020121348] [0.105455918746164] [0.106000476269318]
Column 5
[0.084488850496862]
mu =
Columns 1 through 3
[2.138985721126609] [-0.011688558101416] [-0.678933379522028]
Columns 4 through 5
[0.664301607332964] [-2.167379574512300]
sigma2 =
Columns 1 through 4
[0.340216646670017] [0.016973473364554] [0.178594375345390] [0.160964820147516]
Column 5
[0.341246567567561]
likelihood error: 0.05934
current f = [2.8e-09 3.9e-09 3.6e-09 4.6e-09]
w =
0.374763046814238
0.519752595992318
0.470672733954419
0.606528709323600
pic =
Columns 1 through 4
[0.089520734366308] [0.614534020121348] [0.105455918746164] [0.106000476269318]
Column 5
[0.084488850496862]
mu =
Columns 1 through 3
[2.138982004977349] [-0.011687816482442] [-0.678934303357058]
Columns 4 through 5
[0.664302700434313] [-2.167381249668616]
sigma2 =
Columns 1 through 4
[0.340219227586997] [0.016973434478807] [0.178592770425496] [0.160965486338610]
Column 5
[0.341250778582533]
likelihood error: 4.857e-06
current f = [2.8e-09 3.9e-09 3.6e-09 4.6e-09]
w =
0.374763046814238
0.519752595992318
0.470672733954419
0.606528709323600
pic =
Columns 1 through 4
[0.089520734366308] [0.614534020121348] [0.105455918746164] [0.106000476269318]
Column 5
[0.084488850496862]
mu =
Columns 1 through 3
[2.138982004977349] [-0.011687816482442] [-0.678934303357058]
Columns 4 through 5
[0.664302700434313] [-2.167381249668616]
sigma2 =
Columns 1 through 4
[0.340219227586997] [0.016973434478807] [0.178592770425496] [0.160965486338610]
Column 5
[0.341250778582533]
Likelihood error: 0.072797
current f = [2.6e-09 3.6e-09 3.2e-09 4.2e-09]
w =
0.374748476949702
0.519751773435967
0.470658795884744
0.606549232056641
pic =
Columns 1 through 4
[0.089195701529948] [0.613446283434391] [0.106368545814911] [0.106913466039239]
Column 5
[0.084076003181512]
mu =
Columns 1 through 3
[2.141084282804055] [-0.011708423544482] [-0.678348178666715]
Columns 4 through 5
[0.662754280581188] [-2.170602554995166]
sigma2 =
Columns 1 through 4
[0.339970690929635] [0.016943238565051] [0.182952788595246] [0.165223258854993]
Column 5
[0.340327417038412]
likelihood error: 0.049972
current f = [2.6e-09 3.6e-09 3.2e-09 4.1e-09]
w =
0.374748467499218
0.519751753831670
0.470658787525947
0.606549261180516
pic =
Columns 1 through 4
[0.089195701529948] [0.613446283434391] [0.106368545814911] [0.106913466039239]
Column 5
[0.084076003181512]
mu =
Columns 1 through 3
[2.141081094534891] [-0.011707781786940] [-0.678349017474308]
Columns 4 through 5
[0.662755220377405] [-2.170603989004348]
sigma2 =
Columns 1 through 4
[0.339972899849958] [0.016943206019480] [0.182951415373405] [0.165223801473191]
Column 5
[0.340330999519504]
likelihood error: 4.1062e-06
current f = [2.6e-09 3.6e-09 3.2e-09 4.1e-09]
w =
0.374748467499218
0.519751753831670
0.470658787525947
0.606549261180516
pic =
Columns 1 through 4
[0.089195701529948] [0.613446283434391] [0.106368545814911] [0.106913466039239]
Column 5
[0.084076003181512]
mu =
Columns 1 through 3
[2.141081094534891] [-0.011707781786940] [-0.678349017474308]
Columns 4 through 5
[0.662755220377405] [-2.170603989004348]
sigma2 =
Columns 1 through 4
[0.339972899849958] [0.016943206019480] [0.182951415373405] [0.165223801473191]
Column 5
[0.340330999519504]
Likelihood error: 0.059335
current f = [2.3e-09 3.2e-09 2.9e-09 3.8e-09]
w =
0.374735977591964
0.519750763286556
0.470646247485958
0.606567556752881
pic =
Columns 1 through 4
[0.088862548436424] [0.612506711984163] [0.107217494349471] [0.107751863175534]
Column 5
[0.083661382054407]
mu =
Columns 1 through 3
[2.143350899612004] [-0.011724397893465] [-0.678135574412510]
Columns 4 through 5
[0.661675385002174] [-2.173896989949737]
sigma2 =
Columns 1 through 4
[0.339552720308525] [0.016918060668834] [0.187113186155238] [0.169226645539955]
Column 5
[0.339336780746621]
likelihood error: 0.043297
current f = [2.3e-09 3.2e-09 2.9e-09 3.8e-09]
w =
0.374735969315904
0.519750745760935
0.470646240191243
0.606567582543119
pic =
Columns 1 through 4
[0.088862548436424] [0.612506711984163] [0.107217494349471] [0.107751863175534]
Column 5
[0.083661382054407]
mu =
Columns 1 through 3
[2.143348066140268] [-0.011723822662500] [-0.678136357413517]
Columns 4 through 5
[0.661676219856892] [-2.173898263608027]
sigma2 =
Columns 1 through 4
[0.339554678937350] [0.016918032407494] [0.187111969156799] [0.169227102441974]
Column 5
[0.339339936526354]
likelihood error: 3.5749e-06
current f = [2.3e-09 3.2e-09 2.9e-09 3.8e-09]
w =
0.374735969315904
0.519750745760935
0.470646240191243
0.606567582543119
pic =
Columns 1 through 4
[0.088862548436424] [0.612506711984163] [0.107217494349471] [0.107751863175534]
Column 5
[0.083661382054407]
mu =
Columns 1 through 3
[2.143348066140268] [-0.011723822662500] [-0.678136357413517]
Columns 4 through 5
[0.661676219856892] [-2.173898263608027]
sigma2 =
Columns 1 through 4
[0.339554678937350] [0.016918032407494] [0.187111969156799] [0.169227102441974]
Column 5
[0.339339936526354]
Likelihood error: 0.049968
current f = [2.2e-09 3e-09 2.7e-09 3.5e-09]
w =
0.374725010058336
0.519749591217052
0.470634750116667
0.606584257349583
pic =
Columns 1 through 4
[0.088523291582870] [0.611688077366266] [0.108014521763144] [0.108529406129296]
Column 5
[0.083244703158423]
mu =
Columns 1 through 3
[2.145742662033053] [-0.011737568219268] [-0.678239569434815]
Columns 4 through 5
[0.660980850804824] [-2.177252406429087]
sigma2 =
Columns 1 through 4
[0.339011358420165] [0.016896916165166] [0.191115343463908] [0.173026486073577]
Column 5
[0.338294453041485]
likelihood error: 0.038454
current f = [2.2e-09 3e-09 2.7e-09 3.5e-09]
w =
0.374725002629128
0.519749575178444
0.470634743593670
0.606584280742738
pic =
Columns 1 through 4
[0.088523291582870] [0.611688077366266] [0.108014521763144] [0.108529406129296]
Column 5
[0.083244703158423]
mu =
Columns 1 through 3
[2.145740084907482] [-0.011737040535093] [-0.678240312276754]
Columns 4 through 5
[0.660981607836790] [-2.177253566519525]
sigma2 =
Columns 1 through 4
[0.339013135073609] [0.016896891040037] [0.191114240425686] [0.173026878133714]
Column 5
[0.338297296694843]
likelihood error: 3.1779e-06
current f = [2.2e-09 3e-09 2.7e-09 3.5e-09]
w =
0.374725002629128
0.519749575178444
0.470634743593670
0.606584280742738
pic =
Columns 1 through 4
[0.088523291582870] [0.611688077366266] [0.108014521763144] [0.108529406129296]
Column 5
[0.083244703158423]
mu =
Columns 1 through 3
[2.145740084907482] [-0.011737040535093] [-0.678240312276754]
Columns 4 through 5
[0.660981607836790] [-2.177253566519525]
sigma2 =
Columns 1 through 4
[0.339013135073609] [0.016896891040037] [0.191114240425686] [0.173026878133714]
Column 5
[0.338297296694843]
Likelihood error: 0.043294
current f = [2e-09 2.8e-09 2.5e-09 3.2e-09]
w =
0.374715208437082
0.519748260235876
0.470624070833670
0.606599738306761
pic =
Columns 1 through 4
[0.088179055057034] [0.610968829310482] [0.108769361079399] [0.109257309124708]
Column 5
[0.082825445428377]
mu =
Columns 1 through 3
[2.148231801297541] [-0.011748667564777] [-0.678615174620949]
Columns 4 through 5
[0.660605348293223] [-2.180664744354401]
sigma2 =
Columns 1 through 4
[0.338379853018462] [0.016879021495706] [0.194991795163398] [0.176664247170926]
Column 5
[0.337212573611449]
likelihood error: 0.034896
current f = [2e-09 2.8e-09 2.5e-09 3.2e-09]
w =
0.374715201638360
0.519748245292763
0.470624064890948
0.606599759920732
pic =
Columns 1 through 4
[0.088179055057034] [0.610968829310482] [0.108769361079399] [0.109257309124708]
Column 5
[0.082825445428377]
mu =
Columns 1 through 3
[2.148229415192285] [-0.011748174841326] [-0.678615887584319]
Columns 4 through 5
[0.660606045450259] [-2.180665822055431]
sigma2 =
Columns 1 through 4
[0.338381493027128] [0.016878998755955] [0.194990777987278] [0.176664587888588]
Column 5
[0.337215181390643]
likelihood error: 2.8761e-06
current f = [2e-09 2.8e-09 2.5e-09 3.2e-09]
w =
0.374715201638360
0.519748245292763
0.470624064890948
0.606599759920732
pic =
Columns 1 through 4
[0.088179055057034] [0.610968829310482] [0.108769361079399] [0.109257309124708]
Column 5
[0.082825445428377]
mu =
Columns 1 through 3
[2.148229415192285] [-0.011748174841326] [-0.678615887584319]
Columns 4 through 5
[0.660606045450259] [-2.180665822055431]
sigma2 =
Columns 1 through 4
[0.338381493027128] [0.016878998755955] [0.194990777987278] [0.176664587888588]
Column 5
[0.337215181390643]
Likelihood error: 0.038451
current f = [1.9e-09 2.6e-09 2.4e-09 3e-09]
w =
0.374706309777716
0.519746775609156
0.470614037272658
0.606614291450351
pic =
Columns 1 through 4
[0.087830339443130] [0.610331789906796] [0.109490108964713] [0.109944831415134]
Column 5
[0.082402930270226]
mu =
Columns 1 through 3
[2.150801049878967] [-0.011758200339265] [-0.679226526760052]
Columns 4 through 5
[0.660497971530914] [-2.184134248358752]
sigma2 =
Columns 1 through 4
[0.337680896586464] [0.016863767458966] [0.198769541075909] [0.180173886597645]
Column 5
[0.336098262808398]
likelihood error: 0.032265
current f = [1.9e-09 2.6e-09 2.4e-09 3e-09]
w =
0.374706303455097
0.519746761482301
0.470614031775009
0.606614311724821
pic =
Columns 1 through 4
[0.087830339443130] [0.610331789906796] [0.109490108964713] [0.109944831415134]
Column 5
[0.082402930270226]
mu =
Columns 1 through 3
[2.150798808010005] [-0.011757733581812] [-0.679227217171686]
Columns 4 through 5
[0.660498621633397] [-2.184135266048634]
sigma2 =
Columns 1 through 4
[0.337682432681834] [0.016863746573426] [0.198768589406223] [0.180174185359366]
Column 5
[0.336100689654360]
likelihood error: 2.646e-06
current f = [1.9e-09 2.6e-09 2.4e-09 3e-09]
w =
0.374706303455097
0.519746761482301
0.470614031775009
0.606614311724821
pic =
Columns 1 through 4
[0.087830339443130] [0.610331789906796] [0.109490108964713] [0.109944831415134]
Column 5
[0.082402930270226]
mu =
Columns 1 through 3
[2.150798808010005] [-0.011757733581812] [-0.679227217171686]
Columns 4 through 5
[0.660498621633397] [-2.184135266048634]
sigma2 =
Columns 1 through 4
[0.337682432681834] [0.016863746573426] [0.198768589406223] [0.180174185359366]
Column 5
[0.336100689654360]
Likelihood error: 0.034893
current f = [1.8e-09 2.4e-09 2.2e-09 2.9e-09]
w =
0.374698117304954
0.519745143935538
0.470604516054942
0.606628136278461
pic =
Columns 1 through 4
[0.087477207683467] [0.609763184966662] [0.110183534245810] [0.110599695752886]
Column 5
[0.081976377351175]
mu =
Columns 1 through 3
[2.153440526149978] [-0.011766520802069] [-0.680045231599678]
Columns 4 through 5
[0.660618998209601] [-2.187664089482001]
sigma2 =
Columns 1 through 4
[0.336929817871987] [0.016850675395991] [0.202471262242510] [0.183583631236871]
Column 5
[0.334955275416525]
likelihood error: 0.030323
current f = [1.8e-09 2.4e-09 2.2e-09 2.9e-09]
w =
0.374698111343578
0.519745130417537
0.470604510902951
0.606628155539323
pic =
Columns 1 through 4
[0.087477207683467] [0.609763184966662] [0.110183534245810] [0.110599695752886]
Column 5
[0.081976377351175]
mu =
Columns 1 through 3
[2.153438393635973] [-0.011766073318118] [-0.680045904873762]
Columns 4 through 5
[0.660619610750753] [-2.187665063926814]
sigma2 =
Columns 1 through 4
[0.336931274743891] [0.016850655973551] [0.202470360668162] [0.183583894775254]
Column 5
[0.334957562559637]
likelihood error: 2.4717e-06
current f = [1.8e-09 2.4e-09 2.2e-09 2.9e-09]
w =
0.374698111343578
0.519745130417537
0.470604510902951
0.606628155539323
pic =
Columns 1 through 4
[0.087477207683467] [0.609763184966662] [0.110183534245810] [0.110599695752886]
Column 5
[0.081976377351175]
mu =
Columns 1 through 3
[2.153438393635973] [-0.011766073318118] [-0.680045904873762]
Columns 4 through 5
[0.660619610750753] [-2.187665063926814]
sigma2 =
Columns 1 through 4
[0.336931274743891] [0.016850655973551] [0.202470360668162] [0.183583894775254]
Column 5
[0.334957562559637]
Likelihood error: 0.032263
current f = [1.7e-09 2.3e-09 2.1e-09 2.7e-09]
w =
0.374690480077461
0.519743372041696
0.470595401572567
0.606641442195089
pic =
Columns 1 through 4
[0.087119414575708] [0.609251913176619] [0.110855324956557] [0.111228403866166]
Column 5
[0.081544943424949]
mu =
Columns 1 through 3
[2.156145602337535] [-0.011773882359742] [-0.681048975475232]
Columns 4 through 5
[0.660937447245052] [-2.191259452511479]
sigma2 =
Columns 1 through 4
[0.336136744059760] [0.016839366146689] [0.206116200804172] [0.186917253941903]
Column 5
[0.333785067936197]
likelihood error: 0.028905
current f = [1.7e-09 2.3e-09 2.1e-09 2.7e-09]
w =
0.374690474389531
0.519743358974255
0.470595396691201
0.606641460690493
pic =
Columns 1 through 4
[0.087119414575708] [0.609251913176619] [0.110855324956557] [0.111228403866166]
Column 5
[0.081544943424949]
mu =
Columns 1 through 3
[2.156143552493874] [-0.011773449034140] [-0.681049635704389]
Columns 4 through 5
[0.660938029395905] [-2.191260396657601]
sigma2 =
Columns 1 through 4
[0.336138140841054] [0.016839347892452] [0.206115337335244] [0.186917487145291]
Column 5
[0.333787247094385]
likelihood error: 2.342e-06
current f = [1.7e-09 2.3e-09 2.1e-09 2.7e-09]
w =
0.374690474389531
0.519743358974255
0.470595396691201
0.606641460690493
pic =
Columns 1 through 4
[0.087119414575708] [0.609251913176619] [0.110855324956557] [0.111228403866166]
Column 5
[0.081544943424949]
mu =
Columns 1 through 3
[2.156143552493874] [-0.011773449034140] [-0.681049635704389]
Columns 4 through 5
[0.660938029395905] [-2.191260396657601]
sigma2 =
Columns 1 through 4
[0.336138140841054] [0.016839347892452] [0.206115337335244] [0.186917487145291]
Column 5
[0.333787247094385]
Likelihood error: 0.030321
current f = [1.6e-09 2.2e-09 2e-09 2.6e-09]
w =
0.374683280226483
0.519741466255426
0.470586608934695
0.606654342501425
pic =
Columns 1 through 4
[0.086756497802739] [0.608788988165881] [0.111510286133570] [0.111836478397119]
Column 5
[0.081107749500690]
mu =
Columns 1 through 3
[2.158915425774929] [-0.011780469099254] [-0.682220385455771]
Columns 4 through 5
[0.661429221722458] [-2.194926924595834]
sigma2 =
Columns 1 through 4
[0.335308088429107] [0.016829537350806] [0.209720807283508] [0.190195006844518]
Column 5
[0.332587499403403]
likelihood error: 0.027897
current f = [1.6e-09 2.2e-09 2e-09 2.6e-09]
w =
0.374683274743471
0.519741453515071
0.470586604266166
0.606654360424369
pic =
Columns 1 through 4
[0.086756497802739] [0.608788988165881] [0.111510286133570] [0.111836478397119]
Column 5
[0.081107749500690]
mu =
Columns 1 through 3
[2.158913437782711] [-0.011780045937688] [-0.682221035790337]
Columns 4 through 5
[0.661429778969086] [-2.194927848694093]
sigma2 =
Columns 1 through 4
[0.335309440247946] [0.016829520038763] [0.209719972397904] [0.190195213265128]
Column 5
[0.332589595423022]
likelihood error: 2.2483e-06
current f = [1.6e-09 2.2e-09 2e-09 2.6e-09]
w =
0.374683274743471
0.519741453515071
0.470586604266166
0.606654360424369
pic =
Columns 1 through 4
[0.086756497802739] [0.608788988165881] [0.111510286133570] [0.111836478397119]
Column 5
[0.081107749500690]
mu =
Columns 1 through 3
[2.158913437782711] [-0.011780045937688] [-0.682221035790337]
Columns 4 through 5
[0.661429778969086] [-2.194927848694093]
sigma2 =
Columns 1 through 4
[0.335309440247946] [0.016829520038763] [0.209719972397904] [0.190195213265128]
Column 5
[0.332589595423022]
Likelihood error: 0.028903
current f = [1.5e-09 2.1e-09 1.9e-09 2.4e-09]
w =
0.374676424369440
0.519739432026577
0.470578069085915
0.606666943820360
pic =
Columns 1 through 4
[0.086387842530009] [0.608367108638228] [0.112152498031001] [0.112428650708172]
Column 5
[0.080663900092591]
mu =
Columns 1 through 3
[2.161751882685812] [-0.011786416417147] [-0.683546102190082]
Columns 4 through 5
[0.662075683601044] [-2.198674080977702]
sigma2 =
Columns 1 through 4
[0.334447585255777] [0.016820946522974] [0.213299224135664] [0.193434312984999]
Column 5
[0.331361297496786]
likelihood error: 0.027217
current f = [1.5e-09 2.1e-09 1.9e-09 2.4e-09]
w =
0.374676419036902
0.519739419515143
0.470578064584951
0.606666961323733
pic =
Columns 1 through 4
[0.086387842530009] [0.608367108638228] [0.112152498031001] [0.112428650708172]
Column 5
[0.080663900092591]
mu =
Columns 1 through 3
[2.161749940031423] [-0.011786000241457] [-0.683546745092805]
Columns 4 through 5
[0.662076220174599] [-2.198674993332105]
sigma2 =
Columns 1 through 4
[0.334448904278468] [0.016820929977814] [0.213298410137006] [0.193434495178303]
Column 5
[0.331363330131839]
likelihood error: 2.1844e-06
current f = [1.5e-09 2.1e-09 1.9e-09 2.4e-09]
w =
0.374676419036902
0.519739419515143
0.470578064584951
0.606666961323733
pic =
Columns 1 through 4
[0.086387842530009] [0.608367108638228] [0.112152498031001] [0.112428650708172]
Column 5
[0.080663900092591]
mu =
Columns 1 through 3
[2.161749940031423] [-0.011786000241457] [-0.683546745092805]
Columns 4 through 5
[0.662076220174599] [-2.198674993332105]
sigma2 =
Columns 1 through 4
[0.334448904278468] [0.016820929977814] [0.213298410137006] [0.193434495178303]
Column 5
[0.331363330131839]
Likelihood error: 0.027895
current f = [1.4e-09 2e-09 1.8e-09 2.3e-09]
w =
0.374669837599420
0.519737273778473
0.470569725277324
0.606679332679953
pic =
Columns 1 through 4
[0.086012727749735] [0.607980324594157] [0.112785442645059] [0.113009007919399]
Column 5
[0.080212497091649]
mu =
Columns 1 through 3
[2.164658865668053] [-0.011791824840070] [-0.685016028937445]
Columns 4 through 5
[0.662862549849994] [-2.202509201037841]
sigma2 =
Columns 1 through 4
[0.333557015701338] [0.016813398256278] [0.216863651929623] [0.196650283938430]
Column 5
[0.330104371868616]
likelihood error: 0.026806
current f = [1.4e-09 2e-09 1.8e-09 2.3e-09]
w =
0.374669832373401
0.519737261416554
0.470569720907921
0.606679349886884
pic =
Columns 1 through 4
[0.086012727749735] [0.607980324594157] [0.112785442645059] [0.113009007919399]
Column 5
[0.080212497091649]
mu =
Columns 1 through 3
[2.164656955062031] [-0.011791413078202] [-0.685016666357897]
Columns 4 through 5
[0.662863069026464] [-2.202510108522341]
sigma2 =
Columns 1 through 4
[0.333558311861096] [0.016813382340818] [0.216862852497412] [0.196650443697692]
Column 5
[0.330106357024740]
likelihood error: 2.1457e-06
current f = [1.4e-09 2e-09 1.8e-09 2.3e-09]
w =
0.374669832373401
0.519737261416554
0.470569720907921
0.606679349886884
pic =
Columns 1 through 4
[0.086012727749735] [0.607980324594157] [0.112785442645059] [0.113009007919399]
Column 5
[0.080212497091649]
mu =
Columns 1 through 3
[2.164656955062031] [-0.011791413078202] [-0.685016666357897]
Columns 4 through 5
[0.662863069026464] [-2.202510108522341]
sigma2 =
Columns 1 through 4
[0.333558311861096] [0.016813382340818] [0.216862852497412] [0.196650443697692]
Column 5
[0.330106357024740]
Likelihood error: 0.027215
current f = [1.4e-09 1.9e-09 1.7e-09 2.2e-09]
w =
0.374663459169858
0.519734994893816
0.470561530458343
0.606691580218351
pic =
Columns 1 through 4
[0.085630359993522] [0.607623776395508] [0.113412104978077] [0.113581108677869]
Column 5
[0.079752649955024]
mu =
Columns 1 through 3
[2.167641751389449] [-0.011796769512092] [-0.686622724331828]
Columns 4 through 5
[0.663779030183752] [-2.206441071472048]
sigma2 =
Columns 1 through 4
[0.332636720287564] [0.016806734442040] [0.220424630041826] [0.199856109622419]
Column 5
[0.328814026750947]
likelihood error: 0.026621
current f = [1.4e-09 1.9e-09 1.7e-09 2.2e-09]
w =
0.374663454014355
0.519734982616156
0.470561526191482
0.606691597229511
pic =
Columns 1 through 4
[0.085630359993522] [0.607623776395508] [0.113412104978077] [0.113581108677869]
Column 5
[0.079752649955024]
mu =
Columns 1 through 3
[2.167639862000449] [-0.011796360050128] [-0.686623357827367]
Columns 4 through 5
[0.663779534497229] [-2.206441979896048]
sigma2 =
Columns 1 through 4
[0.332638001806335] [0.016806719048321] [0.220423839908560] [0.199856248144421]
Column 5
[0.328815977375496]
likelihood error: 2.1287e-06
current f = [1.4e-09 1.9e-09 1.7e-09 2.2e-09]
w =
0.374663454014355
0.519734982616156
0.470561526191482
0.606691597229511
pic =
Columns 1 through 4
[0.085630359993522] [0.607623776395508] [0.113412104978077] [0.113581108677869]
Column 5
[0.079752649955024]
mu =
Columns 1 through 3
[2.167639862000449] [-0.011796360050128] [-0.686623357827367]
Columns 4 through 5
[0.663779534497229] [-2.206441979896048]
sigma2 =
Columns 1 through 4
[0.332638001806335] [0.016806719048321] [0.220423839908560] [0.199856248144421]
Column 5
[0.328815977375496]
Likelihood error: 0.026804
current f = [1.3e-09 1.8e-09 1.6e-09 2.1e-09]
w =
0.374657239337803
0.519732597771294
0.470553445320899
0.606703745605206
pic =
Columns 1 through 4
[0.085239898310420] [0.607293489520607] [0.114035054256322] [0.114148074592264]
Column 5
[0.079283483320386]
mu =
Columns 1 through 3
[2.170707024521068] [-0.011801306871260] [-0.688360911649355]
Columns 4 through 5
[0.664817147993173] [-2.210478848623440]
sigma2 =
Columns 1 through 4
[0.331685962744167] [0.016800826728658] [0.223991254349669] [0.203063352636745]
Column 5
[0.327487106342125]
likelihood error: 0.02663
current f = [1.3e-09 1.8e-09 1.6e-09 2.1e-09]
w =
0.374657234222921
0.519732585523487
0.470553441132907
0.606703762504041
pic =
Columns 1 through 4
[0.085239898310420] [0.607293489520607] [0.114035054256322] [0.114148074592264]
Column 5
[0.079283483320386]
mu =
Columns 1 through 3
[2.170705147423615] [-0.011800897947341] [-0.688361542470189]
Columns 4 through 5
[0.664817639390105] [-2.210479762995563]
sigma2 =
Columns 1 through 4
[0.331687236513062] [0.016800811771522] [0.223990469064910] [0.203063470641004]
Column 5
[0.327489033072031]
likelihood error: 2.1307e-06
current f = [1.3e-09 1.8e-09 1.6e-09 2.1e-09]
w =
0.374657234222921
0.519732585523487
0.470553441132907
0.606703762504041
pic =
Columns 1 through 4
[0.085239898310420] [0.607293489520607] [0.114035054256322] [0.114148074592264]
Column 5
[0.079283483320386]
mu =
Columns 1 through 3
[2.170705147423615] [-0.011800897947341] [-0.688361542470189]
Columns 4 through 5
[0.664817639390105] [-2.210479762995563]
sigma2 =
Columns 1 through 4
[0.331687236513062] [0.016800811771522] [0.223990469064910] [0.203063470641004]
Column 5
[0.327489033072031]
Likelihood error: 0.026619
current f = [1.2e-09 1.7e-09 1.5e-09 2e-09]
w =
0.374651137018558
0.519730083913269
0.470545436814335
0.606715878569247
pic =
Columns 1 through 4
[0.084840473223648] [0.606986212203941] [0.114656509320025] [0.114712662509290]
Column 5
[0.078804142743096]
mu =
Columns 1 through 3
[2.173862003631581] [-0.011805479469003] [-0.690227082413813]
Columns 4 through 5
[0.665971201281479] [-2.214631961935210]
sigma2 =
Columns 1 through 4
[0.330703189770101] [0.016795570663959] [0.227571348228115] [0.206282170392373]
Column 5
[0.326120094715207]
likelihood error: 0.026808
current f = [1.2e-09 1.7e-09 1.5e-09 2e-09]
w =
0.374651131919164
0.519730071649349
0.470545432685687
0.606715895425799
pic =
Columns 1 through 4
[0.084840473223648] [0.606986212203941] [0.114656509320025] [0.114712662509290]
Column 5
[0.078804142743096]
mu =
Columns 1 through 3
[2.173860131401511] [-0.011805069596009] [-0.690227711563908]
Columns 4 through 5
[0.665971681233988] [-2.214632886657150]
sigma2 =
Columns 1 through 4
[0.330704461631018] [0.016795556076338] [0.227570563983418] [0.206282268208257]
Column 5
[0.326122006355495]
likelihood error: 2.1497e-06
current f = [1.2e-09 1.7e-09 1.5e-09 2e-09]
w =
0.374651131919164
0.519730071649349
0.470545432685687
0.606715895425799
pic =
Columns 1 through 4
[0.084840473223648] [0.606986212203941] [0.114656509320025] [0.114712662509290]
Column 5
[0.078804142743096]
mu =
Columns 1 through 3
[2.173860131401511] [-0.011805069596009] [-0.690227711563908]
Columns 4 through 5
[0.665971681233988] [-2.214632886657150]
sigma2 =
Columns 1 through 4
[0.330704461631018] [0.016795556076338] [0.227570563983418] [0.206282268208257]
Column 5
[0.326122006355495]
Likelihood error: 0.026627
current f = [1.2e-09 1.6e-09 1.5e-09 1.9e-09]
w =
0.374645118018488
0.519727454020641
0.470537477002716
0.606728021296421
pic =
Columns 1 through 4
[0.084431201550949] [0.606699286301713] [0.115278391601233] [0.115277321580320]
Column 5
[0.078313798965784]
mu =
Columns 1 through 3
[2.177114638191934] [-0.011809319540011] [-0.692219176637356]
Columns 4 through 5
[0.667237331375942] [-2.218910047113189]
sigma2 =
Columns 1 through 4
[0.329686217664098] [0.016790881116861] [0.231171599008370] [0.209521482210667]
Column 5
[0.324709184393418]
likelihood error: 0.027138
current f = [1.2e-09 1.6e-09 1.5e-09 1.9e-09]
w =
0.374645112913205
0.519727441701299
0.470537472917149
0.606728038170179
pic =
Columns 1 through 4
[0.084431201550949] [0.606699286301713] [0.115278391601233] [0.115277321580320]
Column 5
[0.078313798965784]
mu =
Columns 1 through 3
[2.177112764605207] [-0.011808907448156] [-0.692219804919281]
Columns 4 through 5
[0.667237800966483] [-2.218910986125030]
sigma2 =
Columns 1 through 4
[0.329687492621391] [0.016790866846264] [0.231170812505371] [0.209521559842047]
Column 5
[0.324711088275728]
likelihood error: 2.1843e-06
current f = [1.2e-09 1.6e-09 1.5e-09 1.9e-09]
w =
0.374645112913205
0.519727441701299
0.470537472917149
0.606728038170179
pic =
Columns 1 through 4
[0.084431201550949] [0.606699286301713] [0.115278391601233] [0.115277321580320]
Column 5
[0.078313798965784]
mu =
Columns 1 through 3
[2.177112764605207] [-0.011808907448156] [-0.692219804919281]
Columns 4 through 5
[0.667237800966483] [-2.218910986125030]
sigma2 =
Columns 1 through 4
[0.329687492621391] [0.016790866846264] [0.231170812505371] [0.209521559842047]
Column 5
[0.324711088275728]
Likelihood error: 0.026806
current f = [1.1e-09 1.5e-09 1.4e-09 1.8e-09]
w =
0.374639153684904
0.519724708080630
0.470529542171482
0.606740209882663
pic =
Columns 1 through 4
[0.084011198382433] [0.606430544034623] [0.115902368464135] [0.115844238194548]
Column 5
[0.077811650924261]
mu =
Columns 1 through 3
[2.180473355170971] [-0.011812851715615] [-0.694336325751834]
Columns 4 through 5
[0.668613175215014] [-2.223322902100563]
sigma2 =
Columns 1 through 4
[0.328632367510570] [0.016786688680038] [0.234797669218847] [0.212789094461717]
Column 5
[0.323250322740321]
likelihood error: 0.027606
current f = [1.1e-09 1.5e-09 1.4e-09 1.8e-09]
w =
0.374639148555346
0.519724695671855
0.470529538115321
0.606740226824716
pic =
Columns 1 through 4
[0.084011198382433] [0.606430544034623] [0.115902368464135] [0.115844238194548]
Column 5
[0.077811650924261]
mu =
Columns 1 through 3
[2.180471474975140] [-0.011812436308890] [-0.694336953801092]
Columns 4 through 5
[0.668613635200867] [-2.223323858992166]
sigma2 =
Columns 1 through 4
[0.328633649892776] [0.016786674685888] [0.234796877568175] [0.212789151635635]
Column 5
[0.323252224995696]
likelihood error: 2.2332e-06
current f = [1.1e-09 1.5e-09 1.4e-09 1.8e-09]
w =
0.374639148555346
0.519724695671855
0.470529538115321
0.606740226824716
pic =
Columns 1 through 4
[0.084011198382433] [0.606430544034623] [0.115902368464135] [0.115844238194548]
Column 5
[0.077811650924261]
mu =
Columns 1 through 3
[2.180471474975140] [-0.011812436308890] [-0.694336953801092]
Columns 4 through 5
[0.668613635200867] [-2.223323858992166]
sigma2 =
Columns 1 through 4
[0.328633649892776] [0.016786674685888] [0.234796877568175] [0.212789151635635]
Column 5
[0.323252224995696]
Likelihood error: 0.027136
current f = [1.1e-09 1.5e-09 1.3e-09 1.7e-09]
w =
0.374633219859243
0.519721845439033
0.470521612114792
0.606752475472195
pic =
Columns 1 through 4
[0.083579587078628] [0.606178224974411] [0.116529889172755] [0.116415371228787]
Column 5
[0.077296927545419]
mu =
Columns 1 through 3
[2.183946940316142] [-0.011816095137812] [-0.696578647372947]
Columns 4 through 5
[0.670097582986935] [-2.227880462124164]
sigma2 =
Columns 1 through 4
[0.327538564184329] [0.016782936830681] [0.238454289928497] [0.216091794000121]
Column 5
[0.321739241949878]
likelihood error: 0.028201
current f = [1.1e-09 1.5e-09 1.3e-09 1.7e-09]
w =
0.374633214689420
0.519721832911051
0.470521608076425
0.606752492526911
pic =
Columns 1 through 4
[0.083579587078628] [0.606178224974411] [0.116529889172755] [0.116415371228787]
Column 5
[0.077296927545419]
mu =
Columns 1 through 3
[2.183945049052959] [-0.011815675460001] [-0.696579275685712]
Columns 4 through 5
[0.670098033850492] [-2.227881440223075]
sigma2 =
Columns 1 through 4
[0.327539857770252] [0.016782923082262] [0.238453490570670] [0.216091830203933]
Column 5
[0.321741147720128]
likelihood error: 2.2958e-06
current f = [1.1e-09 1.5e-09 1.3e-09 1.7e-09]
w =
0.374633214689420
0.519721832911051
0.470521608076425
0.606752492526911
pic =
Columns 1 through 4
[0.083579587078628] [0.606178224974411] [0.116529889172755] [0.116415371228787]
Column 5
[0.077296927545419]
mu =
Columns 1 through 3
[2.183945049052959] [-0.011815675460001] [-0.696579275685712]
Columns 4 through 5
[0.670098033850492] [-2.227881440223075]
sigma2 =
Columns 1 through 4
[0.327539857770252] [0.016782923082262] [0.238453490570670] [0.216091830203933]
Column 5
[0.321741147720128]
Likelihood error: 0.027604
current f = [1e-09 1.4e-09 1.3e-09 1.6e-09]
w =
0.374627296051587
0.519718864851974
0.470513669552054
0.606764845176209
pic =
Columns 1 through 4
[0.083135507830019] [0.605940908928078] [0.117162215344738] [0.116992479611642]
Column 5
[0.076768888285524]
mu =
Columns 1 through 3
[2.187544444003386] [-0.011819065143142] [-0.698947083534905]
Columns 4 through 5
[0.671690387412543] [-2.232592792350008]
sigma2 =
Columns 1 through 4
[0.326401409917165] [0.016779579681018] [0.242145342049187] [0.219435418214147]
Column 5
[0.320171476092825]
likelihood error: 0.028916
current f = [1e-09 1.4e-09 1.3e-09 1.6e-09]
w =
0.374627290827436
0.519718852178400
0.470513665521524
0.606764862382587
pic =
Columns 1 through 4
[0.083135507830019] [0.605940908928078] [0.117162215344738] [0.116992479611642]
Column 5
[0.076768888285524]
mu =
Columns 1 through 3
[2.187542537866962] [-0.011818640350347] [-0.698947712491828]
Columns 4 through 5
[0.671690829401557] [-2.232593794793318]
sigma2 =
Columns 1 through 4
[0.326402718036681] [0.016779566155856] [0.242144532691006] [0.219435432724098]
Column 5
[0.320173389697996]
likelihood error: 2.3713e-06
current f = [1e-09 1.4e-09 1.3e-09 1.6e-09]
w =
0.374627290827436
0.519718852178400
0.470513665521524
0.606764862382587
pic =
Columns 1 through 4
[0.083135507830019] [0.605940908928078] [0.117162215344738] [0.116992479611642]
Column 5
[0.076768888285524]
mu =
Columns 1 through 3
[2.187542537866962] [-0.011818640350347] [-0.698947712491828]
Columns 4 through 5
[0.671690829401557] [-2.232593794793318]
sigma2 =
Columns 1 through 4
[0.326402718036681] [0.016779566155856] [0.242144532691006] [0.219435432724098]
Column 5
[0.320173389697996]
Likelihood error: 0.028199
current f = [9.4e-10 1.3e-09 1.2e-09 1.5e-09]
w =
0.374621364776367
0.519715764514282
0.470505699634640
0.606777342841957
pic =
Columns 1 through 4
[0.082678125074500] [0.605717461349664] [0.117800447423712] [0.117577143871351]
Column 5
[0.076226822280772]
mu =
Columns 1 through 3
[2.191275105094163] [-0.011821774627629] [-0.701443276027624]
Columns 4 through 5
[0.673392214424045] [-2.237470098386246]
sigma2 =
Columns 1 through 4
[0.325217239929113] [0.016776580190229] [0.245873930330893] [0.222824908635159]
Column 5
[0.318542367002257]
likelihood error: 0.029744
current f = [9.4e-10 1.3e-09 1.2e-09 1.5e-09]
w =
0.374621359485358
0.519715751671389
0.470505695603299
0.606777360234743
pic =
Columns 1 through 4
[0.082678125074500] [0.605717461349664] [0.117800447423712] [0.117577143871351]
Column 5
[0.076226822280772]
mu =
Columns 1 through 3
[2.191273180813481] [-0.011821343965065] [-0.701443905915620]
Columns 4 through 5
[0.673392647584796] [-2.237471128182192]
sigma2 =
Columns 1 through 4
[0.325218565546435] [0.016776566872793] [0.245873108892484] [0.222824900538386]
Column 5
[0.318544292077074]
likelihood error: 2.4593e-06
current f = [9.4e-10 1.3e-09 1.2e-09 1.5e-09]
w =
0.374621359485358
0.519715751671389
0.470505695603299
0.606777360234743
pic =
Columns 1 through 4
[0.082678125074500] [0.605717461349664] [0.117800447423712] [0.117577143871351]
Column 5
[0.076226822280772]
mu =
Columns 1 through 3
[2.191273180813481] [-0.011821343965065] [-0.701443905915620]
Columns 4 through 5
[0.673392647584796] [-2.237471128182192]
sigma2 =
Columns 1 through 4
[0.325218565546435] [0.016776566872793] [0.245873108892484] [0.222824900538386]
Column 5
[0.318544292077074]
Likelihood error: 0.028913
current f = [8.9e-10 1.2e-09 1.1e-09 1.4e-09]
w =
0.374615411004385
0.519712542062750
0.470497689512845
0.606789989724591
pic =
Columns 1 through 4
[0.082206633879918] [0.605506988656525] [0.118445548437484] [0.118170783096778]
Column 5
[0.075670045929295]
mu =
Columns 1 through 3
[2.195148288944199] [-0.011824235165091] [-0.704069474049337]
Columns 4 through 5
[0.675204327667237] [-2.242522756187893]
sigma2 =
Columns 1 through 4
[0.323982165250718] [0.016773908739028] [0.249642453873446] [0.226264354050650]
Column 5
[0.316847059522974]
likelihood error: 0.030682
current f = [8.8e-10 1.2e-09 1.1e-09 1.4e-09]
w =
0.374615405635195
0.519712529028837
0.470497685473069
0.606790007335255
pic =
Columns 1 through 4
[0.082206633879918] [0.605506988656525] [0.118445548437484] [0.118170783096778]
Column 5
[0.075670045929295]
mu =
Columns 1 through 3
[2.195146343681595] [-0.011823797946496] [-0.704070105082610]
Columns 4 through 5
[0.675204751872646] [-2.242523816271532]
sigma2 =
Columns 1 through 4
[0.323983511035927] [0.016773895619658] [0.249641618442198] [0.226264322261789]
Column 5
[0.316848999131779]
likelihood error: 2.5596e-06
current f = [8.8e-10 1.2e-09 1.1e-09 1.4e-09]
w =
0.374615405635195
0.519712529028837
0.470497685473069
0.606790007335255
pic =
Columns 1 through 4
[0.082206633879918] [0.605506988656525] [0.118445548437484] [0.118170783096778]
Column 5
[0.075670045929295]
mu =
Columns 1 through 3
[2.195146343681595] [-0.011823797946496] [-0.704070105082610]
Columns 4 through 5
[0.675204751872646] [-2.242523816271532]
sigma2 =
Columns 1 through 4
[0.323983511035927] [0.016773895619658] [0.249641618442198] [0.226264322261789]
Column 5
[0.316848999131779]
Likelihood error: 0.029741
current f = [8.3e-10 1.2e-09 1e-09 1.3e-09]
w =
0.374609421697185
0.519709194553366
0.470489627940105
0.606802805101449
pic =
Columns 1 through 4
[0.081720265252154] [0.605308801404397] [0.119098366090420] [0.118774668562850]
Column 5
[0.075097898690179]
mu =
Columns 1 through 3
[2.199173437823319] [-0.011826457924918] [-0.706828470634854]
Columns 4 through 5
[0.677128501334835] [-2.247761363976826]
sigma2 =
Columns 1 through 4
[0.322692106068962] [0.016771541990378] [0.253452676200894] [0.229757028274678]
Column 5
[0.315080485652041]
likelihood error: 0.031726
current f = [8.3e-10 1.2e-09 1e-09 1.3e-09]
w =
0.374609416239394
0.519709181308164
0.470489623885046
0.606802822959071
pic =
Columns 1 through 4
[0.081720265252154] [0.605308801404397] [0.119098366090420] [0.118774668562850]
Column 5
[0.075097898690179]
mu =
Columns 1 through 3
[2.199171469082775] [-0.011826013513332] [-0.706829102975959]
Columns 4 through 5
[0.677128916308866] [-2.247762457263416]
sigma2 =
Columns 1 through 4
[0.322693474462290] [0.016771529064391] [0.253451824989358] [0.229756971547720]
Column 5
[0.315082442389310]
likelihood error: 2.672e-06
current f = [8.3e-10 1.2e-09 1e-09 1.3e-09]
w =
0.374609416239394
0.519709181308164
0.470489623885046
0.606802822959071
pic =
Columns 1 through 4
[0.081720265252154] [0.605308801404397] [0.119098366090420] [0.118774668562850]
Column 5
[0.075097898690179]
mu =
Columns 1 through 3
[2.199171469082775] [-0.011826013513332] [-0.706829102975959]
Columns 4 through 5
[0.677128916308866] [-2.247762457263416]
sigma2 =
Columns 1 through 4
[0.322693474462290] [0.016771529064391] [0.253451824989358] [0.229756971547720]
Column 5
[0.315082442389310]
Likelihood error: 0.030679
current f = [7.7e-10 1.1e-09 9.7e-10 1.3e-09]
w =
0.374603385397671
0.519705718411920
0.470481504896758
0.606815806859094
pic =
Columns 1 through 4
[0.081218290217534] [0.605122383726131] [0.119759654055639] [0.119389935134462]
Column 5
[0.074509736866234]
mu =
Columns 1 through 3
[2.203360033691890] [-0.011828454417998] [-0.709723565307503]
Columns 4 through 5
[0.679166917452675] [-2.253196819685571]
sigma2 =
Columns 1 through 4
[0.321342817528850] [0.016769461976606] [0.257305797251756] [0.233305427042882]
Column 5
[0.313237336260401]
likelihood error: 0.032877
current f = [7.7e-10 1.1e-09 9.7e-10 1.3e-09]
w =
0.374603379841490
0.519705704936015
0.470481500820112
0.606815824991211
pic =
Columns 1 through 4
[0.081218290217534] [0.605122383726131] [0.119759654055639] [0.119389935134462]
Column 5
[0.074509736866234]
mu =
Columns 1 through 3
[2.203358039232477] [-0.011828002206966] [-0.709724199088906]
Columns 4 through 5
[0.679167322791829] [-2.253197949124643]
sigma2 =
Columns 1 through 4
[0.321344210801181] [0.016769449243525] [0.257304928557138] [0.233305343978412]
Column 5
[0.313239312342105]
likelihood error: 2.7964e-06
current f = [7.7e-10 1.1e-09 9.7e-10 1.3e-09]
w =
0.374603379841490
0.519705704936015
0.470481500820112
0.606815824991211
pic =
Columns 1 through 4
[0.081218290217534] [0.605122383726131] [0.119759654055639] [0.119389935134462]
Column 5
[0.074509736866234]
mu =
Columns 1 through 3
[2.203358039232477] [-0.011828002206966] [-0.709724199088906]
Columns 4 through 5
[0.679167322791829] [-2.253197949124643]
sigma2 =
Columns 1 through 4
[0.321344210801181] [0.016769449243525] [0.257304928557138] [0.233305343978412]
Column 5
[0.313239312342105]
Likelihood error: 0.031724
current f = [7.2e-10 1e-09 9e-10 1.2e-09]
w =
0.374597291856727
0.519702109357624
0.470473311219800
0.606829012076499
pic =
Columns 1 through 4
[0.080700022447820] [0.604947367793995] [0.120430093179468] [0.120017591449864]
Column 5
[0.073904925128853]
mu =
Columns 1 through 3
[2.207717574638715] [-0.011830237088459] [-0.712758551200192]
Columns 4 through 5
[0.681322084979153] [-2.258840428242248]
sigma2 =
Columns 1 through 4
[0.319929908789710] [0.016767655366028] [0.261202529007166] [0.236911307836022]
Column 5
[0.311312018335152]
likelihood error: 0.034136
current f = [7.2e-10 1e-09 9e-10 1.2e-09]
w =
0.374597286192720
0.519702095631869
0.470473307115597
0.606829030509934
pic =
Columns 1 through 4
[0.080700022447820] [0.604947367793995] [0.120430093179468] [0.120017591449864]
Column 5
[0.073904925128853]
mu =
Columns 1 through 3
[2.207715552389873] [-0.011829776482931] [-0.712759186546514]
Columns 4 through 5
[0.681322480171449] [-2.258841596875135]
sigma2 =
Columns 1 through 4
[0.319931329102045] [0.016767642828927] [0.261201641170473] [0.236911196883628]
Column 5
[0.311314015684815]
likelihood error: 2.933e-06
current f = [7.2e-10 1e-09 9e-10 1.2e-09]
w =
0.374597286192720
0.519702095631869
0.470473307115597
0.606829030509934
pic =
Columns 1 through 4
[0.080700022447820] [0.604947367793995] [0.120430093179468] [0.120017591449864]
Column 5
[0.073904925128853]
mu =
Columns 1 through 3
[2.207715552389873] [-0.011829776482931] [-0.712759186546514]
Columns 4 through 5
[0.681322480171449] [-2.258841596875135]
sigma2 =
Columns 1 through 4
[0.319931329102045] [0.016767642828927] [0.261201641170473] [0.236911196883628]
Column 5
[0.311314015684815]
Likelihood error: 0.032875
current f = [6.6e-10 9.2e-10 8.3e-10 1.1e-09]
w =
0.374591131679799
0.519698362299289
0.470465038228309
0.606842437622603
pic =
Columns 1 through 4
[0.080164819144557] [0.604783512348150] [0.121110313184356] [0.120658529782798]
Column 5
[0.073282825540138]
mu =
Columns 1 through 3
[2.212255567376904] [-0.011831819762694] [-0.715937725564401]
Columns 4 through 5
[0.683596779007762] [-2.264704043816393]
sigma2 =
Columns 1 through 4
[0.318448855189015] [0.016766112872196] [0.265143175903147] [0.240575735745071]
Column 5
[0.309298594959499]
likelihood error: 0.035505
current f = [6.6e-10 9.2e-10 8.3e-10 1.1e-09]
w =
0.374591125898610
0.519698348304197
0.470465034090703
0.606842456384321
pic =
Columns 1 through 4
[0.080164819144557] [0.604783512348150] [0.121110313184356] [0.120658529782798]
Column 5
[0.073282825540138]
mu =
Columns 1 through 3
[2.212253515352957] [-0.011831350159058] [-0.715938362615306]
Columns 4 through 5
[0.683597163449248] [-2.264705254839698]
sigma2 =
Columns 1 through 4
[0.318450304653063] [0.016766100537134] [0.265142267266327] [0.240575595200359]
Column 5
[0.309300615291689]
likelihood error: 3.0821e-06
current f = [6.6e-10 9.2e-10 8.3e-10 1.1e-09]
w =
0.374591125898610
0.519698348304197
0.470465034090703
0.606842456384321
pic =
Columns 1 through 4
[0.080164819144557] [0.604783512348150] [0.121110313184356] [0.120658529782798]
Column 5
[0.073282825540138]
mu =
Columns 1 through 3
[2.212253515352957] [-0.011831350159058] [-0.715938362615306]
Columns 4 through 5
[0.683597163449248] [-2.264705254839698]
sigma2 =
Columns 1 through 4
[0.318450304653063] [0.016766100537134] [0.265142267266327] [0.240575595200359]
Column 5
[0.309300615291689]
Likelihood error: 0.034133
current f = [6.1e-10 8.4e-10 7.6e-10 9.8e-10]
w =
0.374584895980549
0.519694471203345
0.470456677336600
0.606856100783003
pic =
Columns 1 through 4
[0.079612079875667] [0.604630684561186] [0.121800915357179] [0.121313536382866]
Column 5
[0.072642783823102]
mu =
Columns 1 through 3
[2.216983539054010] [-0.011833217964779] [-0.719265923200182]
Columns 4 through 5
[0.685993999035966] [-2.270800253036903]
sigma2 =
Columns 1 through 4
[0.316895002558417] [0.016764828776750] [0.269127720658683] [0.244299137747463]
Column 5
[0.307190704492592]
likelihood error: 0.03699
current f = [6.1e-10 8.4e-10 7.6e-10 9.8e-10]
w =
0.374584890072610
0.519694456918443
0.470456673159669
0.606856119901003
pic =
Columns 1 through 4
[0.079612079875667] [0.604630684561186] [0.121800915357179] [0.121313536382866]
Column 5
[0.072642783823102]
mu =
Columns 1 through 3
[2.216981455266109] [-0.011832738729554] [-0.719266562133748]
Columns 4 through 5
[0.685994372044518] [-2.270801509874486]
sigma2 =
Columns 1 through 4
[0.316896483300063] [0.016764816652297] [0.269126789518330] [0.244298965742831]
Column 5
[0.307192749395706]
likelihood error: 3.244e-06
current f = [6.1e-10 8.4e-10 7.6e-10 9.8e-10]
w =
0.374584890072610
0.519694456918443
0.470456673159669
0.606856119901003
pic =
Columns 1 through 4
[0.079612079875667] [0.604630684561186] [0.121800915357179] [0.121313536382866]
Column 5
[0.072642783823102]
mu =
Columns 1 through 3
[2.216981455266109] [-0.011832738729554] [-0.719266562133748]
Columns 4 through 5
[0.685994372044518] [-2.270801509874486]
sigma2 =
Columns 1 through 4
[0.316896483300063] [0.016764816652297] [0.269126789518330] [0.244298965742831]
Column 5
[0.307192749395706]
Likelihood error: 0.035502
current f = [5.5e-10 7.6e-10 6.9e-10 8.9e-10]
w =
0.374578576030734
0.519690428932310
0.470448219648762
0.606870019928555
pic =
Columns 1 through 4
[0.079041243058705] [0.604488844693245] [0.122502496640581] [0.121983302990069]
Column 5
[0.071984112617400]
mu =
Columns 1 through 3
[2.221911072286294] [-0.011834449107786] [-0.722748572960166]
Columns 4 through 5
[0.688516945728810] [-2.277142606295499]
sigma2 =
Columns 1 through 4
[0.315263562038470] [0.016763800543233] [0.273155915710978] [0.248081366969254]
Column 5
[0.304981454551950]
likelihood error: 0.038599
current f = [5.5e-10 7.6e-10 6.9e-10 8.9e-10]
w =
0.374578569985954
0.519690414335429
0.470448215426299
0.606870039432821
pic =
Columns 1 through 4
[0.079041243058705] [0.604488844693245] [0.122502496640581] [0.121983302990069]
Column 5
[0.071984112617400]
mu =
Columns 1 through 3
[2.221908954650352] [-0.011833959554571] [-0.722749214016487]
Columns 4 through 5
[0.688517306554782] [-2.277143912681736]
sigma2 =
Columns 1 through 4
[0.315265076265641] [0.016763788640091] [0.273154960267248] [0.248081161457302]
Column 5
[0.304983525571486]
likelihood error: 3.4195e-06
current f = [5.5e-10 7.6e-10 6.9e-10 8.9e-10]
w =
0.374578569985954
0.519690414335429
0.470448215426299
0.606870039432821
pic =
Columns 1 through 4
[0.079041243058705] [0.604488844693245] [0.122502496640581] [0.121983302990069]
Column 5
[0.071984112617400]
mu =
Columns 1 through 3
[2.221908954650352] [-0.011833959554571] [-0.722749214016487]
Columns 4 through 5
[0.688517306554782] [-2.277143912681736]
sigma2 =
Columns 1 through 4
[0.315265076265641] [0.016763788640091] [0.273154960267248] [0.248081161457302]
Column 5
[0.304983525571486]
Likelihood error: 0.036987
current f = [4.9e-10 6.8e-10 6.2e-10 8e-10]
w =
0.374572162896625
0.519686227051245
0.470439655528849
0.606884215238400
pic =
Columns 1 through 4
[0.078451779808371] [0.604358033143925] [0.123215675510710] [0.122668440110688]
Column 5
[0.071306071426308]
mu =
Columns 1 through 3
[2.227047867804385] [-0.011835532573012] [-0.726391778170989]
Columns 4 through 5
[0.691169015910606] [-2.283745905723728]
sigma2 =
Columns 1 through 4
[0.313549593133995] [0.016763028504521] [0.277227380098470] [0.251921777685191]
Column 5
[0.302663285340536]
likelihood error: 0.040343
current f = [4.9e-10 6.8e-10 6.2e-10 8e-10]
w =
0.374572156704055
0.519686212117758
0.470439651254149
0.606884235161937
pic =
Columns 1 through 4
[0.078451779808371] [0.604358033143925] [0.123215675510710] [0.122668440110688]
Column 5
[0.071306071426308]
mu =
Columns 1 through 3
[2.227045714043760] [-0.011835031937246] [-0.726392421675759]
Columns 4 through 5
[0.691169363743710] [-2.283747265801174]
sigma2 =
Columns 1 through 4
[0.313551143210317] [0.016763016835246] [0.277226398397840] [0.251921536413352]
Column 5
[0.302665384063549]
likelihood error: 3.6095e-06
current f = [4.9e-10 6.8e-10 6.2e-10 8e-10]
w =
0.374572156704055
0.519686212117758
0.470439651254149
0.606884235161937
pic =
Columns 1 through 4
[0.078451779808371] [0.604358033143925] [0.123215675510710] [0.122668440110688]
Column 5
[0.071306071426308]
mu =
Columns 1 through 3
[2.227045714043760] [-0.011835031937246] [-0.726392421675759]
Columns 4 through 5
[0.691169363743710] [-2.283747265801174]
sigma2 =
Columns 1 through 4
[0.313551143210317] [0.016763016835246] [0.277226398397840] [0.251921536413352]
Column 5
[0.302665384063549]
Likelihood error: 0.038595
current f = [4.4e-10 6.1e-10 5.5e-10 7.1e-10]
w =
0.374565647052437
0.519681855598028
0.470430974140518
0.606898709491662
pic =
Columns 1 through 4
[0.077843184904859] [0.604238359633045] [0.123941120032354] [0.123369492530081]
Column 5
[0.070607842899662]
mu =
Columns 1 through 3
[2.232403839442856] [-0.011836489692781] [-0.730202422643427]
Columns 4 through 5
[0.693953815714633] [-2.290626560492651]
sigma2 =
Columns 1 through 4
[0.311747972226349] [0.016762515611068] [0.281341701384771] [0.255819311000456]
Column 5
[0.300227795464444]
likelihood error: 0.042237
current f = [4.4e-10 6.1e-10 5.5e-10 7.1e-10]
w =
0.374565640699889
0.519681840299990
0.470430969806156
0.606898729871630
pic =
Columns 1 through 4
[0.077843184904859] [0.604238359633045] [0.123941120032354] [0.123369492530081]
Column 5
[0.070607842899662]
mu =
Columns 1 through 3
[2.232401646984434] [-0.011835977103825] [-0.730203069031327]
Columns 4 through 5
[0.693954149686281] [-2.290627978927960]
sigma2 =
Columns 1 through 4
[0.311749560752051] [0.016762504189918] [0.281340691255107] [0.255819031475098]
Column 5
[0.300229923605593]
likelihood error: 3.8154e-06
current f = [4.4e-10 6.1e-10 5.5e-10 7.1e-10]
w =
0.374565640699889
0.519681840299990
0.470430969806156
0.606898729871630
pic =
Columns 1 through 4
[0.077843184904859] [0.604238359633045] [0.123941120032354] [0.123369492530081]
Column 5
[0.070607842899662]
mu =
Columns 1 through 3
[2.232401646984434] [-0.011835977103825] [-0.730203069031327]
Columns 4 through 5
[0.693954149686281] [-2.290627978927960]
sigma2 =
Columns 1 through 4
[0.311749560752051] [0.016762504189918] [0.281340691255107] [0.255819031475098]
Column 5
[0.300229923605593]
Likelihood error: 0.040339
current f = [3.8e-10 5.4e-10 4.8e-10 6.2e-10]
w =
0.374559017960242
0.519677302810784
0.470422162948094
0.606913528946166
pic =
Columns 1 through 4
[0.077214964686041] [0.604129994348633] [0.124679578540839] [0.124086957430150]
Column 5
[0.069888504994337]
mu =
Columns 1 through 3
[2.237989246489288] [-0.011837343656573] [-0.734188304979071]
Columns 4 through 5
[0.696875191964678] [-2.297803023020812]
sigma2 =
Columns 1 through 4
[0.309853343290586] [0.016762267231179] [0.285498542081294] [0.259772590417512]
Column 5
[0.297665521466215]
likelihood error: 0.044303
current f = [3.9e-10 5.3e-10 4.8e-10 6.2e-10]
w =
0.374559011433870
0.519677287115972
0.470422158545685
0.606913549825153
pic =
Columns 1 through 4
[0.077214964686041] [0.604129994348633] [0.124679578540839] [0.124086957430150]
Column 5
[0.069888504994337]
mu =
Columns 1 through 3
[2.237987012351256] [-0.011836818106414] [-0.734188954816910]
Columns 4 through 5
[0.696875511144903] [-2.297804505143850]
sigma2 =
Columns 1 through 4
[0.309854973192454] [0.016762256074096] [0.285497501057327] [0.259772269855309]
Column 5
[0.297667680955694]
likelihood error: 4.0388e-06
current f = [3.9e-10 5.3e-10 4.8e-10 6.2e-10]
w =
0.374559011433870
0.519677287115972
0.470422158545685
0.606913549825153
pic =
Columns 1 through 4
[0.077214964686041] [0.604129994348633] [0.124679578540839] [0.124086957430150]
Column 5
[0.069888504994337]
mu =
Columns 1 through 3
[2.237987012351256] [-0.011836818106414] [-0.734188954816910]
Columns 4 through 5
[0.696875511144903] [-2.297804505143850]
sigma2 =
Columns 1 through 4
[0.309854973192454] [0.016762256074096] [0.285497501057327] [0.259772269855309]
Column 5
[0.297667680955694]
Likelihood error: 0.042234
current f = [3.3e-10 4.6e-10 4.2e-10 5.4e-10]
w =
0.374552263603574
0.519672554802305
0.470413207167577
0.606928704329695
pic =
Columns 1 through 4
[0.076566621709956] [0.604033160992055] [0.125431913519719] [0.124821305384856]
Column 5
[0.069146998393414]
mu =
Columns 1 through 3
[2.243814868730008] [-0.011838119363953] [-0.738358305206838]
Columns 4 through 5
[0.699937282012424] [-2.305296323879296]
sigma2 =
Columns 1 through 4
[0.307860047116606] [0.016762290998219] [0.289697750003006] [0.263780025875268]
Column 5
[0.294965659583434]
likelihood error: 0.046567
current f = [3.3e-10 4.6e-10 4.2e-10 5.4e-10]
w =
0.374552256887385
0.519672538673115
0.470413202687508
0.606928725757160
pic =
Columns 1 through 4
[0.076566621709956] [0.604033160992055] [0.125431913519719] [0.124821305384856]
Column 5
[0.069146998393414]
mu =
Columns 1 through 3
[2.243812589398844] [-0.011837579671584] [-0.738358959216671]
Columns 4 through 5
[0.699937585400367] [-2.305297875852076]
sigma2 =
Columns 1 through 4
[0.307861721749328] [0.016762280122981] [0.289696675239707] [0.263779661139067]
Column 5
[0.294967852657194]
likelihood error: 4.2823e-06
current f = [3.3e-10 4.6e-10 4.2e-10 5.4e-10]
w =
0.374552256887385
0.519672538673115
0.470413202687508
0.606928725757160
pic =
Columns 1 through 4
[0.076566621709956] [0.604033160992055] [0.125431913519719] [0.124821305384856]
Column 5
[0.069146998393414]
mu =
Columns 1 through 3
[2.243812589398844] [-0.011837579671584] [-0.738358959216671]
Columns 4 through 5
[0.699937585400367] [-2.305297875852076]
sigma2 =
Columns 1 through 4
[0.307861721749328] [0.016762280122981] [0.289696675239707] [0.263779661139067]
Column 5
[0.294967852657194]
Likelihood error: 0.044299
current f = [2.8e-10 3.9e-10 3.6e-10 4.6e-10]
w =
0.374545369957782
0.519667595166296
0.470404089150519
0.606944271980317
pic =
Columns 1 through 4
[0.075897636062496] [0.603948131731894] [0.126199139438136] [0.125573004438613]
Column 5
[0.068382088328860]
mu =
Columns 1 through 3
[2.249892230028173] [-0.011838843250578] [-0.742722589494154]
Columns 4 through 5
[0.703144582470579] [-2.313130729194909]
sigma2 =
Columns 1 through 4
[0.305762024841175] [0.016762596703148] [0.293939472068821] [0.267839924404772]
Column 5
[0.292115714344391]
likelihood error: 0.049064
current f = [2.8e-10 3.9e-10 3.6e-10 4.6e-10]
w =
0.374545363033070
0.519667578558464
0.470404084581652
0.606944294014273
pic =
Columns 1 through 4
[0.075897636062496] [0.603948131731894] [0.126199139438136] [0.125573004438613]
Column 5
[0.068382088328860]
mu =
Columns 1 through 3
[2.249889901321046] [-0.011838288020668] [-0.742723248576854]
Columns 4 through 5
[0.703144868977285] [-2.313132358219288]
sigma2 =
Columns 1 through 4
[0.305763748103391] [0.016762586129718] [0.293938360239163] [0.267839511920229]
Column 5
[0.292117943637333]
likelihood error: 4.5487e-06
current f = [2.8e-10 3.9e-10 3.6e-10 4.6e-10]
w =
0.374545363033070
0.519667578558464
0.470404084581652
0.606944294014273
pic =
Columns 1 through 4
[0.075897636062496] [0.603948131731894] [0.126199139438136] [0.125573004438613]
Column 5
[0.068382088328860]
mu =
Columns 1 through 3
[2.249889901321046] [-0.011838288020668] [-0.742723248576854]
Columns 4 through 5
[0.703144868977285] [-2.313132358219288]
sigma2 =
Columns 1 through 4
[0.305763748103391] [0.016762586129718] [0.293938360239163] [0.267839511920229]
Column 5
[0.292117943637333]
Likelihood error: 0.046563
current f = [2.4e-10 3.3e-10 3e-10 3.9e-10]
w =
0.374538320373870
0.519662404493440
0.470394787675493
0.606960275188580
pic =
Columns 1 through 4
[0.075207443185561] [0.603875224154864] [0.126982465599775] [0.126342547443376]
Column 5
[0.067592319616425]
mu =
Columns 1 through 3
[2.256233877123416] [-0.011839543115059] [-0.747292860899630]
Columns 4 through 5
[0.706502037620949] [-2.321334552942639]
sigma2 =
Columns 1 through 4
[0.303552690966679] [0.016763196234167] [0.298224271207659] [0.271950605309095]
Column 5
[0.289101052964378]
likelihood error: 0.051838
current f = [2.4e-10 3.3e-10 3e-10 3.8e-10]
w =
0.374538313218538
0.519662387354506
0.470394783004817
0.606960297897590
pic =
Columns 1 through 4
[0.075207443185561] [0.603875224154864] [0.126982465599775] [0.126342547443376]
Column 5
[0.067592319616425]
mu =
Columns 1 through 3
[2.256231494030552] [-0.011838970688922] [-0.747293526159856]
Columns 4 through 5
[0.706502306042985] [-2.321336267519458]
sigma2 =
Columns 1 through 4
[0.303554467436493] [0.016763185985291] [0.298223118379842] [0.271950140957100]
Column 5
[0.289103321607692]
likelihood error: 4.8421e-06
current f = [2.4e-10 3.3e-10 3e-10 3.8e-10]
w =
0.374538313218538
0.519662387354506
0.470394783004817
0.606960297897590
pic =
Columns 1 through 4
[0.075207443185561] [0.603875224154864] [0.126982465599775] [0.126342547443376]
Column 5
[0.067592319616425]
mu =
Columns 1 through 3
[2.256231494030552] [-0.011838970688922] [-0.747293526159856]
Columns 4 through 5
[0.706502306042985] [-2.321336267519458]
sigma2 =
Columns 1 through 4
[0.303554467436493] [0.016763185985291] [0.298223118379842] [0.271950140957100]
Column 5
[0.289103321607692]
Likelihood error: 0.049059
current f = [1.9e-10 2.7e-10 2.4e-10 3.2e-10]
w =
0.374531094842884
0.519656959765522
0.470385277109891
0.606976765817808
pic =
Columns 1 through 4
[0.074495408059951] [0.603814800379234] [0.127783345461633] [0.127130482855385]
Column 5
[0.066775963243798]
mu =
Columns 1 through 3
[2.262853721775734] [-0.011840247974432] [-0.752082667033563]
Columns 4 through 5
[0.710015148794315] [-2.329941168802227]
sigma2 =
Columns 1 through 4
[0.301224770136219] [0.016764103568656] [0.302553246202016] [0.276110517756051]
Column 5
[0.285904336259482]
likelihood error: 0.054948
current f = [1.9e-10 2.7e-10 2.4e-10 3.1e-10]
w =
0.374531087430617
0.519656942032958
0.470385272322102
0.606976789283416
pic =
Columns 1 through 4
[0.074495408059951] [0.603814800379234] [0.127783345461633] [0.127130482855385]
Column 5
[0.066775963243798]
mu =
Columns 1 through 3
[2.262851278274567] [-0.011839656370417] [-0.752083339807525]
Columns 4 through 5
[0.710015397776144] [-2.329942979059723]
sigma2 =
Columns 1 through 4
[0.301226605233025] [0.016764093670763] [0.302552047689037] [0.276109996733953]
Column 5
[0.285906647983947]
likelihood error: 5.1674e-06
current f = [1.9e-10 2.7e-10 2.4e-10 3.1e-10]
w =
0.374531087430617
0.519656942032958
0.470385272322102
0.606976789283416
pic =
Columns 1 through 4
[0.074495408059951] [0.603814800379234] [0.127783345461633] [0.127130482855385]
Column 5
[0.066775963243798]
mu =
Columns 1 through 3
[2.262851278274567] [-0.011839656370417] [-0.752083339807525]
Columns 4 through 5
[0.710015397776144] [-2.329942979059723]
sigma2 =
Columns 1 through 4
[0.301226605233025] [0.016764093670763] [0.302552047689037] [0.276109996733953]
Column 5
[0.285906647983947]
Likelihood error: 0.051833
current f = [1.5e-10 2.2e-10 1.9e-10 2.5e-10]
w =
0.374523669093553
0.519651233581960
0.470375526387649
0.606993806312772
pic =
Columns 1 through 4
[0.073760795481707] [0.603767268580735] [0.128603534440774] [0.127937449286668]
Column 5
[0.065930952210116]
mu =
Columns 1 through 3
[2.269767456667967] [-0.011840987974566] [-0.757107779296883]
Columns 4 through 5
[0.713690106767735] [-2.338990283887536]
sigma2 =
Columns 1 through 4
[0.298770090566120] [0.016765334826181] [0.306928154403940] [0.280318358856247]
Column 5
[0.282504784654616]
likelihood error: 0.058469
current f = [1.5e-10 2.2e-10 1.9e-10 2.5e-10]
w =
0.374523661392785
0.519651215180833
0.470375521464636
0.606993830632548
pic =
Columns 1 through 4
[0.073760795481707] [0.603767268580735] [0.128603534440774] [0.127937449286668]
Column 5
[0.065930952210116]
mu =
Columns 1 through 3
[2.269764945497208] [-0.011840374813718] [-0.757108461184957]
Columns 4 through 5
[0.713690334750016] [-2.338992202004723]
sigma2 =
Columns 1 through 4
[0.298771990748651] [0.016765325310685] [0.306926904575238] [0.280317775497920]
Column 5
[0.282507143902419]
likelihood error: 5.5311e-06
current f = [1.5e-10 2.2e-10 1.9e-10 2.5e-10]
w =
0.374523661392785
0.519651215180833
0.470375521464636
0.606993830632548
pic =
Columns 1 through 4
[0.073760795481707] [0.603767268580735] [0.128603534440774] [0.127937449286668]
Column 5
[0.065930952210116]
mu =
Columns 1 through 3
[2.269764945497208] [-0.011840374813718] [-0.757108461184957]
Columns 4 through 5
[0.713690334750016] [-2.338992202004723]
sigma2 =
Columns 1 through 4
[0.298771990748651] [0.016765325310685] [0.306926904575238] [0.280317775497920]
Column 5
[0.282507143902419]
Likelihood error: 0.054943
current f = [1.2e-10 1.7e-10 1.5e-10 1.9e-10]
w =
0.374516013454395
0.519645193152845
0.470365497723458
0.607011472256966
pic =
Columns 1 through 4
[0.073002736006735] [0.603733087281366] [0.129445158990748] [0.128764214285513]
Column 5
[0.065054803435638]
mu =
Columns 1 through 3
[2.276993058984847] [-0.011841794379132] [-0.762386663385289]
Columns 4 through 5
[0.717533950260532] [-2.348529562148773]
sigma2 =
Columns 1 through 4
[0.296179324952990] [0.016766908395234] [0.311351537139467] [0.284573190644966]
Column 5
[0.278877219807527]
likelihood error: 0.062498
current f = [1.2e-10 1.7e-10 1.5e-10 1.9e-10]
w =
0.374516005426975
0.519645173992803
0.470365492643639
0.607011497548400
pic =
Columns 1 through 4
[0.073002736006735] [0.603733087281366] [0.129445158990748] [0.128764214285513]
Column 5
[0.065054803435638]
mu =
Columns 1 through 3
[2.276990471361239] [-0.011841156790109] [-0.762387356292376]
Columns 4 through 5
[0.717534155410188] [-2.348531602911366]
sigma2 =
Columns 1 through 4
[0.296181297968027] [0.016766899300364] [0.311350229179629] [0.284572538185269]
Column 5
[0.278879631856002]
likelihood error: 5.9413e-06
current f = [1.2e-10 1.7e-10 1.5e-10 1.9e-10]
w =
0.374516005426975
0.519645173992803
0.470365492643639
0.607011497548400
pic =
Columns 1 through 4
[0.073002736006735] [0.603733087281366] [0.129445158990748] [0.128764214285513]
Column 5
[0.065054803435638]
mu =
Columns 1 through 3
[2.276990471361239] [-0.011841156790109] [-0.762387356292376]
Columns 4 through 5
[0.717534155410188] [-2.348531602911366]
sigma2 =
Columns 1 through 4
[0.296181297968027] [0.016766899300364] [0.311350229179629] [0.284572538185269]
Column 5
[0.278879631856002]
Likelihood error: 0.058463
current f = [8.9e-11 1.2e-10 1.1e-10 1.5e-10]
w =
0.374508091378751
0.519638798961986
0.470355144946776
0.607029855713797
pic =
Columns 1 through 4
[0.072220186891347] [0.603712772879490] [0.130310800765791] [0.129611718102916]
Column 5
[0.064144521360455]
mu =
Columns 1 through 3
[2.284551400765619] [-0.011842699657040] [-0.767941067372628]
Columns 4 through 5
[0.721554754998824] [-2.358616722450257]
sigma2 =
Columns 1 through 4
[0.293441666528470] [0.016768845150946] [0.315826847000830] [0.288874554829436]
Column 5
[0.274990795179451]
likelihood error: 0.067167
current f = [9e-11 1.3e-10 1.1e-10 1.5e-10]
w =
0.374508082978198
0.519638778933309
0.470355139684247
0.607029882119432
pic =
Columns 1 through 4
[0.072220186891347] [0.603712772879490] [0.130310800765791] [0.129611718102916]
Column 5
[0.064144521360455]
mu =
Columns 1 through 3
[2.284548726018126] [-0.011842034151446] [-0.767941773560298]
Columns 4 through 5
[0.721554935114663] [-2.358618903994944]
sigma2 =
Columns 1 through 4
[0.293443721731353] [0.016768836524307] [0.315825472593193] [0.288873825091660]
Column 5
[0.274993266280851]
likelihood error: 6.4087e-06
current f = [9e-11 1.3e-10 1.1e-10 1.5e-10]
w =
0.374508082978198
0.519638778933309
0.470355139684247
0.607029882119432
pic =
Columns 1 through 4
[0.072220186891347] [0.603712772879490] [0.130310800765791] [0.129611718102916]
Column 5
[0.064144521360455]
mu =
Columns 1 through 3
[2.284548726018126] [-0.011842034151446] [-0.767941773560298]
Columns 4 through 5
[0.721554935114663] [-2.358618903994944]
sigma2 =
Columns 1 through 4
[0.293443721731353] [0.016768836524307] [0.315825472593193] [0.288873825091660]
Column 5
[0.274993266280851]
Likelihood error: 0.062492
current f = [5.8e-05 8.1e-05 7.3e-05 9.4e-05]
w =
0.374499933443976
0.519632108318831
0.470344506683896
0.607049192909463
pic =
Columns 1 through 4
[0.071411887006818] [0.603706911070835] [0.131203601091726] [0.130481123613022]
Column 5
[0.063196477217599]
mu =
Columns 1 through 3
[2.292466992619407] [-0.011843737683343] [-0.773796762401844]
Columns 4 through 5
[0.725761859648923] [-2.369322291229326]
sigma2 =
Columns 1 through 4
[0.290544423248310] [0.016771168786543] [0.320358574601804] [0.293222584613637]
Column 5
[0.270807287322796]
likelihood error: 0.07257
current f = [5.8e-05 8.1e-05 7.3e-05 9.4e-05]
w =
0.374499924605039
0.519632087328809
0.470344501213871
0.607049220522209
pic =
Columns 1 through 4
[0.071411887006818] [0.603706911070835] [0.131203601091726] [0.130481123613022]
Column 5
[0.063196477217599]
mu =
Columns 1 through 3
[2.292464682747891] [-0.011843042388086] [-0.773797641536426]
Columns 4 through 5
[0.725762159263766] [-2.369325116715392]
sigma2 =
Columns 1 through 4
[0.290546670457384] [0.016771164857388] [0.320357242144261] [0.293221875161683]
Column 5
[0.270809913163263]
likelihood error: 5.2655e-06
current f = [5.8e-05 8.1e-05 7.3e-05 9.4e-05]
w =
0.374499924605039
0.519632087328809
0.470344501213871
0.607049220522209
pic =
Columns 1 through 4
[0.071411887006818] [0.603706911070835] [0.131203601091726] [0.130481123613022]
Column 5
[0.063196477217599]
mu =
Columns 1 through 3
[2.292464682747891] [-0.011843042388086] [-0.773797641536426]
Columns 4 through 5
[0.725762159263766] [-2.369325116715392]
sigma2 =
Columns 1 through 4
[0.290546670457384] [0.016771164857388] [0.320357242144261] [0.293221875161683]
Column 5
[0.270809913163263]
Likelihood error: 0.067161
current f = [4.9e-05 6.8e-05 6.1e-05 7.9e-05]
w =
0.374491318560096
0.519624834492291
0.470333306315996
0.607069357688478
pic =
Columns 1 through 4
[0.070576304312372] [0.603716169115070] [0.132127394974936] [0.131373875955065]
Column 5
[0.062206255642557]
mu =
Columns 1 through 3
[2.300769367550618] [-0.011844946416551] [-0.779984635464726]
Columns 4 through 5
[0.730166279530821] [-2.380733759247920]
sigma2 =
Columns 1 through 4
[0.287472597861529] [0.016773909729361] [0.324952482303635] [0.297618215132101]
Column 5
[0.266278836103879]
likelihood error: 0.079194
current f = [4.9e-05 6.8e-05 6.1e-05 7.9e-05]
w =
0.374491309218274
0.519624812267623
0.470333300570687
0.607069386880672
pic =
Columns 1 through 4
[0.070576304312372] [0.603716169115070] [0.132127394974936] [0.131373875955065]
Column 5
[0.062206255642557]
mu =
Columns 1 through 3
[2.300766401264697] [-0.011844210856933] [-0.779985351334427]
Columns 4 through 5
[0.730166376973797] [-2.380736217936582]
sigma2 =
Columns 1 through 4
[0.287474838607260] [0.016773901568088] [0.324950922351203] [0.297617280780694]
Column 5
[0.266281434931131]
likelihood error: 7.8446e-06
current f = [4.9e-05 6.8e-05 6.1e-05 7.9e-05]
w =
0.374491309218274
0.519624812267623
0.470333300570687
0.607069386880672
pic =
Columns 1 through 4
[0.070576304312372] [0.603716169115070] [0.132127394974936] [0.131373875955065]
Column 5
[0.062206255642557]
mu =
Columns 1 through 3
[2.300766401264697] [-0.011844210856933] [-0.779985351334427]
Columns 4 through 5
[0.730166376973797] [-2.380736217936582]
sigma2 =
Columns 1 through 4
[0.287474838607260] [0.016773901568088] [0.324950922351203] [0.297617280780694]
Column 5
[0.266281434931131]
Likelihood error: 0.072564
current f = [4.1e-05 5.7e-05 5.1e-05 6.6e-05]
w =
0.374482264530080
0.519617028526038
0.470321568579709
0.607090671993582
pic =
Columns 1 through 4
[0.069711573359337] [0.603741332031239] [0.133086872336275] [0.132291764196308]
Column 5
[0.061168458076841]
mu =
Columns 1 through 3
[2.309492267045766] [-0.011846358523789] [-0.786541247770398]
Columns 4 through 5
[0.734780439289622] [-2.392958528780946]
sigma2 =
Columns 1 through 4
[0.284207851668323] [0.016777091235742] [0.329615231464664] [0.302062862948190]
Column 5
[0.261344335623584]
likelihood error: 0.087104
current f = [4.1e-05 5.7e-05 5.1e-05 6.6e-05]
w =
0.374482254598209
0.519617004924507
0.470321562534777
0.607090702959421
pic =
Columns 1 through 4
[0.069711573359337] [0.603741332031239] [0.133086872336275] [0.132291764196308]
Column 5
[0.061168458076841]
mu =
Columns 1 through 3
[2.309489175329377] [-0.011845578917781] [-0.786541990264199]
Columns 4 through 5
[0.734780504730266] [-2.392961226321716]
sigma2 =
Columns 1 through 4
[0.284210219902182] [0.016777083885722] [0.329613568581584] [0.302061815573758]
Column 5
[0.261347022201600]
likelihood error: 8.5538e-06
current f = [4.1e-05 5.7e-05 5.1e-05 6.6e-05]
w =
0.374482254598209
0.519617004924507
0.470321562534777
0.607090702959421
pic =
Columns 1 through 4
[0.069711573359337] [0.603741332031239] [0.133086872336275] [0.132291764196308]
Column 5
[0.061168458076841]
mu =
Columns 1 through 3
[2.309489175329377] [-0.011845578917781] [-0.786541990264199]
Columns 4 through 5
[0.734780504730266] [-2.392961226321716]
sigma2 =
Columns 1 through 4
[0.284210219902182] [0.016777083885722] [0.329613568581584] [0.302061815573758]
Column 5
[0.261347022201600]
Likelihood error: 0.079186
current f = [3.5e-05 4.9e-05 4.4e-05 5.7e-05]
w =
0.374472679349926
0.519608598474092
0.470309182331693
0.607113361495631
pic =
Columns 1 through 4
[0.068815420452441] [0.603783315385762] [0.134087805321574] [0.133237011821377]
Column 5
[0.060076447018846]
mu =
Columns 1 through 3
[2.318678124308124] [-0.011848017317105] [-0.793511374746568]
Columns 4 through 5
[0.739619516037489] [-2.406133915488251]
sigma2 =
Columns 1 through 4
[0.280728271915906] [0.016780753600122] [0.334355176226545] [0.306559196697833]
Column 5
[0.255925321791237]
likelihood error: 0.096864
current f = [3.5e-05 4.9e-05 4.4e-05 5.7e-05]
w =
0.374472668712479
0.519608573230331
0.470309175927387
0.607113394580019
pic =
Columns 1 through 4
[0.068815420452441] [0.603783315385762] [0.134087805321574] [0.133237011821377]
Column 5
[0.060076447018846]
mu =
Columns 1 through 3
[2.318674887973760] [-0.011847185260214] [-0.793512150709440]
Columns 4 through 5
[0.739619545874306] [-2.406136905226436]
sigma2 =
Columns 1 through 4
[0.280730790742649] [0.016780747257178] [0.334353391495476] [0.306558017777416]
Column 5
[0.255928109082732]
likelihood error: 9.3768e-06
current f = [3.5e-05 4.9e-05 4.4e-05 5.7e-05]
w =
0.374472668712479
0.519608573230331
0.470309175927387
0.607113394580019
pic =
Columns 1 through 4
[0.068815420452441] [0.603783315385762] [0.134087805321574] [0.133237011821377]
Column 5
[0.060076447018846]
mu =
Columns 1 through 3
[2.318674887973760] [-0.011847185260214] [-0.793512150709440]
Columns 4 through 5
[0.739619545874306] [-2.406136905226436]
sigma2 =
Columns 1 through 4
[0.280730790742649] [0.016780747257178] [0.334353391495476] [0.306558017777416]
Column 5
[0.255928109082732]
Likelihood error: 0.087095
current f = [3.2e-05 4.5e-05 4.1e-05 5.3e-05]
w =
0.374462442567917
0.519599425628801
0.470296003778275
0.607137719629852
pic =
Columns 1 through 4
[0.067885071803623] [0.603843212142343] [0.135137327515840] [0.134212374881841]
Column 5
[0.058922013656353]
mu =
Columns 1 through 3
[2.328377793413607] [-0.011849966584487] [-0.800949254939841]
Columns 4 through 5
[0.744701276623277] [-2.420434543673722]
sigma2 =
Columns 1 through 4
[0.277006840138859] [0.016784938567700] [0.339181785921526] [0.311110760357169]
Column 5
[0.249918822415638]
likelihood error: 0.10916
current f = [3.2e-05 4.5e-05 4.1e-05 5.3e-05]
w =
0.374462431073172
0.519599398397851
0.470295996937772
0.607137755281493
pic =
Columns 1 through 4
[0.067885071803623] [0.603843212142343] [0.135137327515840] [0.134212374881841]
Column 5
[0.058922013656353]
mu =
Columns 1 through 3
[2.328374389032906] [-0.011849071178797] [-0.800950073419457]
Columns 4 through 5
[0.744701266416053] [-2.420437897502052]
sigma2 =
Columns 1 through 4
[0.277009539403120] [0.016784933508893] [0.339179854983422] [0.311109425982736]
Column 5
[0.249921725731736]
likelihood error: 1.0335e-05
current f = [3.2e-05 4.5e-05 4.1e-05 5.3e-05]
w =
0.374462431073172
0.519599398397851
0.470295996937772
0.607137755281493
pic =
Columns 1 through 4
[0.067885071803623] [0.603843212142343] [0.135137327515840] [0.134212374881841]
Column 5
[0.058922013656353]
mu =
Columns 1 through 3
[2.328374389032906] [-0.011849071178797] [-0.800950073419457]
Columns 4 through 5
[0.744701266416053] [-2.420437897502052]
sigma2 =
Columns 1 through 4
[0.277009539403120] [0.016784933508893] [0.339179854983422] [0.311109425982736]
Column 5
[0.249921725731736]
Likelihood error: 0.096854
current f = [3.5e-05 4.8e-05 4.4e-05 5.6e-05]
w =
0.374451393024551
0.519589353221273
0.470281842857232
0.607164136642043
pic =
Columns 1 through 4
[0.066917138988551] [0.603922345933855] [0.136244297450812] [0.135221270008100]
Column 5
[0.057694947618681]
mu =
Columns 1 through 3
[2.338653495460675] [-0.011852253886175] [-0.808921226572894]
Columns 4 through 5
[0.750046873984251] [-2.436086499866946]
sigma2 =
Columns 1 through 4
[0.273010077410675] [0.016789695617909] [0.344105496295527] [0.315722182427052]
Column 5
[0.243187413365990]
likelihood error: 0.12505
current f = [3.5e-05 4.8e-05 4.4e-05 5.6e-05]
w =
0.374451380468018
0.519589323544003
0.470281835479428
0.607164175458963
pic =
Columns 1 through 4
[0.066917138988551] [0.603922345933855] [0.136244297450812] [0.135221270008100]
Column 5
[0.057694947618681]
mu =
Columns 1 through 3
[2.338649894247639] [-0.011851280674141] [-0.808922099921282]
Columns 4 through 5
[0.750046818240549] [-2.436090317357170]
sigma2 =
Columns 1 through 4
[0.273012996551874] [0.016789692246599] [0.344103387153335] [0.315720661093111]
Column 5
[0.243190450677482]
likelihood error: 1.1447e-05
current f = [3.5e-05 4.8e-05 4.4e-05 5.6e-05]
w =
0.374451380468018
0.519589323544003
0.470281835479428
0.607164175458963
pic =
Columns 1 through 4
[0.066917138988551] [0.603922345933855] [0.136244297450812] [0.135221270008100]
Column 5
[0.057694947618681]
mu =
Columns 1 through 3
[2.338649894247639] [-0.011851280674141] [-0.808922099921282]
Columns 4 through 5
[0.750046818240549] [-2.436090317357170]
sigma2 =
Columns 1 through 4
[0.273012996551874] [0.016789692246599] [0.344103387153335] [0.315720661093111]
Column 5
[0.243190450677482]
Likelihood error: 0.10915
current f = [4.5e-05 6.2e-05 5.6e-05 7.3e-05]
w =
0.374439309272703
0.519578168301429
0.470266441590981
0.607193146221425
pic =
Columns 1 through 4
[0.065907473626479] [0.604022341144035] [0.137419750852179] [0.136267939738288]
Column 5
[0.056382494639018]
mu =
Columns 1 through 3
[2.349582000668157] [-0.011854930595522] [-0.817508670800817]
Columns 4 through 5
[0.755681633409280] [-2.453386784094307]
sigma2 =
Columns 1 through 4
[0.268696046845019] [0.016795084018225] [0.349136934115573] [0.320399236147216]
Column 5
[0.235544006520567]
likelihood error: 0.14616
current f = [4.5e-05 6.2e-05 5.6e-05 7.3e-05]
w =
0.374439295369773
0.519578135548888
0.470266433538967
0.607193189024557
pic =
Columns 1 through 4
[0.065907473626479] [0.604022341144035] [0.137419750852179] [0.136267939738288]
Column 5
[0.056382494639018]
mu =
Columns 1 through 3
[2.349578167116238] [-0.011853859857162] [-0.817509616562376]
Columns 4 through 5
[0.755681525363161] [-2.453391207756491]
sigma2 =
Columns 1 through 4
[0.268699239460719] [0.016795082941950] [0.349134603725449] [0.320397485310116]
Column 5
[0.235547198589185]
likelihood error: 1.2718e-05
current f = [4.5e-05 6.2e-05 5.6e-05 7.3e-05]
w =
0.374439295369773
0.519578135548888
0.470266433538967
0.607193189024557
pic =
Columns 1 through 4
[0.065907473626479] [0.604022341144035] [0.137419750852179] [0.136267939738288]
Column 5
[0.056382494639018]
mu =
Columns 1 through 3
[2.349578167116238] [-0.011853859857162] [-0.817509616562376]
Columns 4 through 5
[0.755681525363161] [-2.453391207756491]
sigma2 =
Columns 1 through 4
[0.268699239460719] [0.016795082941950] [0.349134603725449] [0.320397485310116]
Column 5
[0.235547198589185]
Likelihood error: 0.12504
current f = [9.1e-11 1.3e-10 1.2e-10 1.5e-10]
w =
0.374425789482457
0.519565450325809
0.470249328553408
0.607225361784149
pic =
Columns 1 through 4
[0.064850980196335] [0.604145215378424] [0.138677410683370] [0.137357669752518]
Column 5
[0.054968723989353]
mu =
Columns 1 through 3
[2.361258923988797] [-0.011858050813076] [-0.826811149290839]
Columns 4 through 5
[0.761636056032564] [-2.472731086810215]
sigma2 =
Columns 1 through 4
[0.264011584864727] [0.016801175552303] [0.354285111665021] [0.325148855371583]
Column 5
[0.226728470317816]
likelihood error: 0.17531
current f = [9.1e-11 1.3e-10 1.1e-10 1.5e-10]
w =
0.374425773911042
0.519565413555207
0.470249319622447
0.607225409764439
pic =
Columns 1 through 4
[0.064850980196335] [0.604145215378424] [0.138677410683370] [0.137357669752518]
Column 5
[0.054968723989353]
mu =
Columns 1 through 3
[2.361254263325943] [-0.011856851959125] [-0.826812000628353]
Columns 4 through 5
[0.761635709744373] [-2.472735751742062]
sigma2 =
Columns 1 through 4
[0.264015027391034] [0.016801172912278] [0.354282347466101] [0.325146676611611]
Column 5
[0.226731762252450]
likelihood error: 1.7184e-05
current f = [9.1e-11 1.3e-10 1.1e-10 1.5e-10]
w =
0.374425773911042
0.519565413555207
0.470249319622447
0.607225409764439
pic =
Columns 1 through 4
[0.064850980196335] [0.604145215378424] [0.138677410683370] [0.137357669752518]
Column 5
[0.054968723989353]
mu =
Columns 1 through 3
[2.361254263325943] [-0.011856851959125] [-0.826812000628353]
Columns 4 through 5
[0.761635709744373] [-2.472735751742062]
sigma2 =
Columns 1 through 4
[0.264015027391034] [0.016801172912278] [0.354282347466101] [0.325146676611611]
Column 5
[0.226731762252450]
Likelihood error: 0.14615
current f = [2.5e-10 3.5e-10 3.1e-10 4e-10]
w =
0.374410489512581
0.519550926838840
0.470230126925107
0.607262091273273
pic =
Columns 1 through 4
[0.063741371876275] [0.604293503439904] [0.140034090147978] [0.138497076633676]
Column 5
[0.053433957902167]
mu =
Columns 1 through 3
[2.373804070030837] [-0.011861664888029] [-0.836948338358186]
Columns 4 through 5
[0.767946937663013] [-2.494651648901065]
sigma2 =
Columns 1 through 4
[0.258888291504006] [0.016808053999950] [0.359553257476648] [0.329978928514751]
Column 5
[0.216371561816224]
likelihood error: 0.21693
current f = [2.5e-10 3.4e-10 3.1e-10 4e-10]
w =
0.374410471535016
0.519550884799083
0.470230116852195
0.607262146124984
pic =
Columns 1 through 4
[0.063741371876275] [0.604293503439904] [0.140034090147978] [0.138497076633676]
Column 5
[0.053433957902167]
mu =
Columns 1 through 3
[2.373799283563184] [-0.011860300812290] [-0.836949399685311]
Columns 4 through 5
[0.767946586629040] [-2.494657674819210]
sigma2 =
Columns 1 through 4
[0.258892231851836] [0.016808057966315] [0.359550182349370] [0.329976426218381]
Column 5
[0.216375086952410]
likelihood error: 1.7547e-05
current f = [2.5e-10 3.4e-10 3.1e-10 4e-10]
w =
0.374410471535016
0.519550884799083
0.470230116852195
0.607262146124984
pic =
Columns 1 through 4
[0.063741371876275] [0.604293503439904] [0.140034090147978] [0.138497076633676]
Column 5
[0.053433957902167]
mu =
Columns 1 through 3
[2.373799283563184] [-0.011860300812290] [-0.836949399685311]
Columns 4 through 5
[0.767946586629040] [-2.494657674819210]
sigma2 =
Columns 1 through 4
[0.258892231851836] [0.016808057966315] [0.359550182349370] [0.329976426218381]
Column 5
[0.216375086952410]
Likelihood error: 0.17529
current f = [7.4e-10 1e-09 9.2e-10 1.2e-09]
w =
0.374392613013628
0.519533814340268
0.470207933171103
0.607304937132885
pic =
Columns 1 through 4
[0.062570847846480] [0.604470389979054] [0.141509422756146] [0.139694506404745]
Column 5
[0.051754833013574]
mu =
Columns 1 through 3
[2.387371576946422] [-0.011865818738218] [-0.848057885771720]
Columns 4 through 5
[0.774659634375116] [-2.519866627142860]
sigma2 =
Columns 1 through 4
[0.253237171929408] [0.016815832913235] [0.364930425042600] [0.334898511843923]
Column 5
[0.203941575451297]
likelihood error: 0.27967
current f = [7.4e-10 1e-09 9.2e-10 1.2e-09]
w =
0.374392591714779
0.519533764918779
0.470207921506088
0.607305001573736
pic =
Columns 1 through 4
[0.062570847846480] [0.604470389979054] [0.141509422756146] [0.139694506404745]
Column 5
[0.051754833013574]
mu =
Columns 1 through 3
[2.387366115684094] [-0.011864223770155] [-0.848059053770597]
Columns 4 through 5
[0.774659110980546] [-2.519874047182538]
sigma2 =
Columns 1 through 4
[0.253241696305052] [0.016815841993233] [0.364926774042091] [0.334895432795396]
Column 5
[0.203945287028413]
likelihood error: 2.0338e-05
current f = [7.4e-10 1e-09 9.2e-10 1.2e-09]
w =
0.374392591714779
0.519533764918779
0.470207921506088
0.607305001573736
pic =
Columns 1 through 4
[0.062570847846480] [0.604470389979054] [0.141509422756146] [0.139694506404745]
Column 5
[0.051754833013574]
mu =
Columns 1 through 3
[2.387366115684094] [-0.011864223770155] [-0.848059053770597]
Columns 4 through 5
[0.774659110980546] [-2.519874047182538]
sigma2 =
Columns 1 through 4
[0.253241696305052] [0.016815841993233] [0.364926774042091] [0.334895432795396]
Column 5
[0.203945287028413]
Likelihood error: 0.21692
current f = [2.3e-09 3.2e-09 2.9e-09 3.7e-09]
w =
0.374370946118221
0.519512951678471
0.470181395436497
0.607356685270251
pic =
Columns 1 through 4
[0.061329666331022] [0.604679869408415] [0.143123007239944] [0.140960556795144]
Column 5
[0.049906900225475]
mu =
Columns 1 through 3
[2.402159125774264] [-0.011870517444720] [-0.860274972712337]
Columns 4 through 5
[0.781829439001221] [-2.549310836137615]
sigma2 =
Columns 1 through 4
[0.246939807027141] [0.016824640197722] [0.370370938903565] [0.339916656423754]
Column 5
[0.188675701023146]
likelihood error: 0.37926
current f = [2.3e-09 3.2e-09 2.9e-09 3.7e-09]
w =
0.374370919822639
0.519512891421680
0.470181381461305
0.607356763839165
pic =
Columns 1 through 4
[0.061329666331022] [0.604679869408415] [0.143123007239944] [0.140960556795144]
Column 5
[0.049906900225475]
mu =
Columns 1 through 3
[2.402152697527864] [-0.011868586660438] [-0.860276287091723]
Columns 4 through 5
[0.781828660908660] [-2.549320363840652]
sigma2 =
Columns 1 through 4
[0.246945159919696] [0.016824657564015] [0.370366442698619] [0.339912734706670]
Column 5
[0.188679567672910]
likelihood error: 2.2833e-05
current f = [2.3e-09 3.2e-09 2.9e-09 3.7e-09]
w =
0.374370919822639
0.519512891421680
0.470181381461305
0.607356763839165
pic =
Columns 1 through 4
[0.061329666331022] [0.604679869408415] [0.143123007239944] [0.140960556795144]
Column 5
[0.049906900225475]
mu =
Columns 1 through 3
[2.402152697527864] [-0.011868586660438] [-0.860276287091723]
Columns 4 through 5
[0.781828660908660] [-2.549320363840652]
sigma2 =
Columns 1 through 4
[0.246945159919696] [0.016824657564015] [0.370366442698619] [0.339912734706670]
Column 5
[0.188679567672910]
Likelihood error: 0.27965
current f = [7.8e-09 1.1e-08 9.8e-09 1.3e-08]
w =
0.374343371013798
0.519486279167143
0.470148169123899
0.607422213505192
pic =
Columns 1 through 4
[0.060005580467101] [0.604926784017534] [0.144883081914123] [0.142308773245666]
Column 5
[0.047875780355576]
mu =
Columns 1 through 3
[2.418426504894267] [-0.011875677356332] [-0.873661548510856]
Columns 4 through 5
[0.789524915494795] [-2.584046416480910]
sigma2 =
Columns 1 through 4
[0.239835891976967] [0.016834630271584] [0.375749964468474] [0.345041672303693]
Column 5
[0.169550934316372]
likelihood error: 0.54442
current f = [7.8e-09 1.1e-08 9.8e-09 1.3e-08]
w =
0.374343336554942
0.519486201881706
0.470148151562125
0.607422314431360
pic =
Columns 1 through 4
[0.060005580467101] [0.604926784017534] [0.144883081914123] [0.142308773245666]
Column 5
[0.047875780355576]
mu =
Columns 1 through 3
[2.418418606902760] [-0.011873226514996] [-0.873663074979850]
Columns 4 through 5
[0.789523733235828] [-2.584059351890517]
sigma2 =
Columns 1 through 4
[0.239842488690395] [0.016834662326732] [0.375744146423722] [0.345036434985160]
Column 5
[0.169554815719939]
likelihood error: 2.205e-05
current f = [7.8e-09 1.1e-08 9.8e-09 1.3e-08]
w =
0.374343336554942
0.519486201881706
0.470148151562125
0.607422314431360
pic =
Columns 1 through 4
[0.060005580467101] [0.604926784017534] [0.144883081914123] [0.142308773245666]
Column 5
[0.047875780355576]
mu =
Columns 1 through 3
[2.418418606902760] [-0.011873226514996] [-0.873663074979850]
Columns 4 through 5
[0.789523733235828] [-2.584059351890517]
sigma2 =
Columns 1 through 4
[0.239842488690395] [0.016834662326732] [0.375744146423722] [0.345036434985160]
Column 5
[0.169554815719939]
Likelihood error: 0.37923
current f = [2.9e-08 4e-08 3.6e-08 4.7e-08]
w =
0.374306083584010
0.519449939405508
0.470104013317723
0.607510438684149
pic =
Columns 1 through 4
[0.058583112228076] [0.605216398336718] [0.146749420037614] [0.143756459449550]
Column 5
[0.045694609948043]
mu =
Columns 1 through 3
[2.436520103232833] [-0.011880997313525] [-0.887986824884611]
Columns 4 through 5
[0.797831434367518] [-2.624616061621715]
sigma2 =
Columns 1 through 4
[0.231703438591946] [0.016845966736526] [0.380764580548543] [0.350279018287313]
Column 5
[0.145583213783018]
likelihood error: 0.81218
current f = [2.9e-08 4e-08 3.6e-08 4.7e-08]
w =
0.374306034374313
0.519449833251179
0.470103989702040
0.607510578045002
pic =
Columns 1 through 4
[0.058583112228076] [0.605216398336718] [0.146749420037614] [0.143756459449550]
Column 5
[0.045694609948043]
mu =
Columns 1 through 3
[2.436509841798439] [-0.011877687867351] [-0.887988679309917]
Columns 4 through 5
[0.797829559782088] [-2.624634887118682]
sigma2 =
Columns 1 through 4
[0.231712002208110] [0.016846027717411] [0.380756556354104] [0.350271579941437]
Column 5
[0.145586658168890]
likelihood error: 7.2775e-06
current f = [2.9e-08 4e-08 3.6e-08 4.7e-08]
w =
0.374306034374313
0.519449833251179
0.470103989702040
0.607510578045002
pic =
Columns 1 through 4
[0.058583112228076] [0.605216398336718] [0.146749420037614] [0.143756459449550]
Column 5
[0.045694609948043]
mu =
Columns 1 through 3
[2.436509841798439] [-0.011877687867351] [-0.887988679309917]
Columns 4 through 5
[0.797829559782088] [-2.624634887118682]
sigma2 =
Columns 1 through 4
[0.231712002208110] [0.016846027717411] [0.380756556354104] [0.350271579941437]
Column 5
[0.145586658168890]
Likelihood error: 0.5444
current f = [1.1e-07 1.5e-07 1.4e-07 1.8e-07]
w =
0.374253236220248
0.519397324557180
0.470042097879729
0.607635878990411
pic =
Columns 1 through 4
[0.057042690589284] [0.605552393893024] [0.148533389200172] [0.145325230611500]
Column 5
[0.043546295706019]
mu =
Columns 1 through 3
[2.456909198302108] [-0.011885685123660] [-0.902168127906410]
Columns 4 through 5
[0.806855715374558] [-2.668570200828455]
sigma2 =
Columns 1 through 4
[0.222227645231855] [0.016858764099975] [0.384749949132906] [0.355628354119522]
Column 5
[0.117523510543002]
likelihood error: 1.1235
current f = [1.1e-07 1.5e-07 1.4e-07 1.8e-07]
w =
0.374253158435515
0.519397168113713
0.470042063329363
0.607636087351505
pic =
Columns 1 through 4
[0.057042690589284] [0.605552393893024] [0.148533389200172] [0.145325230611500]
Column 5
[0.043546295706019]
mu =
Columns 1 through 3
[2.456895215796959] [-0.011880959946186] [-0.902170502015043]
Columns 4 through 5
[0.806852625669959] [-2.668599185700117]
sigma2 =
Columns 1 through 4
[0.222239222469177] [0.016858886148056] [0.384738237363690] [0.355617198295694]
Column 5
[0.117525316888927]
likelihood error: 3.9249e-05
current f = [1.1e-07 1.5e-07 1.4e-07 1.8e-07]
w =
0.374253158435515
0.519397168113713
0.470042063329363
0.607636087351505
pic =
Columns 1 through 4
[0.057042690589284] [0.605552393893024] [0.148533389200172] [0.145325230611500]
Column 5
[0.043546295706019]
mu =
Columns 1 through 3
[2.456895215796959] [-0.011880959946186] [-0.902170502015043]
Columns 4 through 5
[0.806852625669959] [-2.668599185700117]
sigma2 =
Columns 1 through 4
[0.222239222469177] [0.016858886148056] [0.384738237363690] [0.355617198295694]
Column 5
[0.117525316888927]
Likelihood error: 0.81217
current f = [3.5e-07 4.8e-07 4.4e-07 5.6e-07]
w =
0.374184763038540
0.519325774689737
0.469960907671236
0.607801983067081
pic =
Columns 1 through 4
[0.055359903148305] [0.605930735256043] [0.149764682565603] [0.147039916235639]
Column 5
[0.041904762794410]
mu =
Columns 1 through 3
[2.480236917685749] [-0.011887994489226] [-0.913559870888995]
Columns 4 through 5
[0.816730274354806] [-2.705563327104179]
sigma2 =
Columns 1 through 4
[0.210951617058261] [0.016872920316733] [0.386579142149200] [0.361082252356471]
Column 5
[0.092152329716138]
likelihood error: 1.0265
current f = [3.5e-07 4.8e-07 4.4e-07 5.6e-07]
w =
0.374184642505030
0.519325554645143
0.469960856927855
0.607802284521090
pic =
Columns 1 through 4
[0.055359903148305] [0.605930735256043] [0.149764682565603] [0.147039916235639]
Column 5
[0.041904762794410]
mu =
Columns 1 through 3
[2.480219357831028] [-0.011881702738714] [-0.913562830031516]
Columns 4 through 5
[0.816725604804196] [-2.705604147934714]
sigma2 =
Columns 1 through 4
[0.210965881375930] [0.016873145326796] [0.386563225676441] [0.361066685436454]
Column 5
[0.092150860698776]
likelihood error: 2.8884e-05
current f = [3.5e-07 4.8e-07 4.4e-07 5.6e-07]
w =
0.374184642505030
0.519325554645143
0.469960856927855
0.607802284521090
pic =
Columns 1 through 4
[0.055359903148305] [0.605930735256043] [0.149764682565603] [0.147039916235639]
Column 5
[0.041904762794410]
mu =
Columns 1 through 3
[2.480219357831028] [-0.011881702738714] [-0.913562830031516]
Columns 4 through 5
[0.816725604804196] [-2.705604147934714]
sigma2 =
Columns 1 through 4
[0.210965881375930] [0.016873145326796] [0.386563225676441] [0.361066685436454]
Column 5
[0.092150860698776]
Likelihood error: 1.1235
current f = [5.9e-07 8.1e-07 7.4e-07 9.5e-07]
w =
0.374125753768985
0.519260994431210
0.469888448904246
0.607949660660853
pic =
Columns 1 through 4
[0.053505980981537] [0.606329578362989] [0.150029519048954] [0.148922905664481]
Column 5
[0.041212015942038]
mu =
Columns 1 through 3
[2.507380335592699] [-0.011885232820201] [-0.919748786769575]
Columns 4 through 5
[0.827611007895211] [-2.722868093830308]
sigma2 =
Columns 1 through 4
[0.197202053208461] [0.016887827434337] [0.385613048454833] [0.366635184056343]
Column 5
[0.079700081624836]
likelihood error: 0.48338
current f = [5.9e-07 8.1e-07 7.4e-07 9.5e-07]
w =
0.374125633830672
0.519260788303261
0.469888398129355
0.607949949772470
pic =
Columns 1 through 4
[0.053505980981537] [0.606329578362989] [0.150029519048954] [0.148922905664481]
Column 5
[0.041212015942038]
mu =
Columns 1 through 3
[2.507365845693401] [-0.011879624209588] [-0.919751428946509]
Columns 4 through 5
[0.827606320776085] [-2.722905244476414]
sigma2 =
Columns 1 through 4
[0.197213475733406] [0.016888085740058] [0.385598593218119] [0.366620614038896]
Column 5
[0.079697037157272]
likelihood error: 0.00010848
current f = [5.9e-07 8.1e-07 7.4e-07 9.5e-07]
w =
0.374125633830672
0.519260788303261
0.469888398129355
0.607949949772470
pic =
Columns 1 through 4
[0.053505980981537] [0.606329578362989] [0.150029519048954] [0.148922905664481]
Column 5
[0.041212015942038]
mu =
Columns 1 through 3
[2.507365845693401] [-0.011879624209588] [-0.919751428946509]
Columns 4 through 5
[0.827606320776085] [-2.722905244476414]
sigma2 =
Columns 1 through 4
[0.197213475733406] [0.016888085740058] [0.385598593218119] [0.366620614038896]
Column 5
[0.079697037157272]
Likelihood error: 1.0266
current f = [6.2e-07 8.6e-07 7.8e-07 1e-06]
w =
0.374089607973773
0.519221199185675
0.469842700067006
0.608041243061985
pic =
Columns 1 through 4
[0.051453079741266] [0.606719724418992] [0.149739194025956] [0.150984193043267]
Column 5
[0.041103808770518]
mu =
Columns 1 through 3
[2.539469244139238] [-0.011876412997638] [-0.922687677600437]
Columns 4 through 5
[0.839647043649111] [-2.726495399722657]
sigma2 =
Columns 1 through 4
[0.180005497486534] [0.016902510786459] [0.383297878068971] [0.372275482244913]
Column 5
[0.077016099228138]
likelihood error: 0.40353
current f = [6.2e-07 8.6e-07 7.8e-07 1e-06]
w =
0.374089531656793
0.519221069508012
0.469842667283324
0.608041426083034
pic =
Columns 1 through 4
[0.051453079741266] [0.606719724418992] [0.149739194025956] [0.150984193043267]
Column 5
[0.041103808770518]
mu =
Columns 1 through 3
[2.539461207883341] [-0.011872947384447] [-0.922689322239522]
Columns 4 through 5
[0.839643759083133] [-2.726518440078243]
sigma2 =
Columns 1 through 4
[0.180011554147982] [0.016902697774736] [0.383288770804816] [0.372265968178097]
Column 5
[0.077013992739373]
likelihood error: 0.00011287
current f = [6.2e-07 8.6e-07 7.8e-07 1e-06]
w =
0.374089531656793
0.519221069508012
0.469842667283324
0.608041426083034
pic =
Columns 1 through 4
[0.051453079741266] [0.606719724418992] [0.149739194025956] [0.150984193043267]
Column 5
[0.041103808770518]
mu =
Columns 1 through 3
[2.539461207883341] [-0.011872947384447] [-0.922689322239522]
Columns 4 through 5
[0.839643759083133] [-2.726518440078243]
sigma2 =
Columns 1 through 4
[0.180011554147982] [0.016902697774736] [0.383288770804816] [0.372265968178097]
Column 5
[0.077013992739373]
Likelihood error: 0.48327
current f = [5.7e-07 7.8e-07 7.1e-07 9.1e-07]
w =
0.374061299984796
0.519188538823756
0.469805741014194
0.608115100020802
pic =
Columns 1 through 4
[0.049194676136636] [0.607102097890879] [0.149387126313408] [0.153206928935231]
Column 5
[0.041109170723846]
mu =
Columns 1 through 3
[2.577647436163208] [-0.011864155745874] [-0.924869249845049]
Columns 4 through 5
[0.852855236422721] [-2.726983141992169]
sigma2 =
Columns 1 through 4
[0.158123323254340] [0.016916767646448] [0.381087822472545] [0.377871663881441]
Column 5
[0.076638330133115]
likelihood error: 0.61299
current f = [5.7e-07 7.8e-07 7.1e-07 9.1e-07]
w =
0.374061238473217
0.519188433389256
0.469805714333527
0.608115248486932
pic =
Columns 1 through 4
[0.049194676136636] [0.607102097890879] [0.149387126313408] [0.153206928935231]
Column 5
[0.041109170723846]
mu =
Columns 1 through 3
[2.577641829964054] [-0.011861347548536] [-0.924870652672661]
Columns 4 through 5
[0.852852244159336] [-2.727001656568720]
sigma2 =
Columns 1 through 4
[0.158127071804459] [0.016916934523341] [0.381080406201174] [0.377863553798547]
Column 5
[0.076636620133672]
likelihood error: 0.00010715
current f = [5.7e-07 7.8e-07 7.1e-07 9.1e-07]
w =
0.374061238473217
0.519188433389256
0.469805714333527
0.608115248486932
pic =
Columns 1 through 4
[0.049194676136636] [0.607102097890879] [0.149387126313408] [0.153206928935231]
Column 5
[0.041109170723846]
mu =
Columns 1 through 3
[2.577641829964054] [-0.011861347548536] [-0.924870652672661]
Columns 4 through 5
[0.852852244159336] [-2.727001656568720]
sigma2 =
Columns 1 through 4
[0.158127071804459] [0.016916934523341] [0.381080406201174] [0.377863553798547]
Column 5
[0.076636620133672]
Likelihood error: 0.40341
current f = [4.7e-07 6.5e-07 5.9e-07 7.6e-07]
w =
0.374028382630117
0.519147901856095
0.469762599334215
0.608203361321699
pic =
Columns 1 through 4
[0.046815426896609] [0.607490592298192] [0.149084084211225] [0.155487777680392]
Column 5
[0.041122118913582]
mu =
Columns 1 through 3
[2.621751138602191] [-0.011850656417550] [-0.926754772334282]
Columns 4 through 5
[0.866738615487228] [-2.727059510154541]
sigma2 =
Columns 1 through 4
[0.130802325953202] [0.016931065580255] [0.379196670111228] [0.382984062091623]
Column 5
[0.076572359602884]
likelihood error: 0.96039
current f = [4.7e-07 6.5e-07 5.9e-07 7.6e-07]
w =
0.374028309463681
0.519147774487559
0.469762567368115
0.608203539726107
pic =
Columns 1 through 4
[0.046815426896609] [0.607490592298192] [0.149084084211225] [0.155487777680392]
Column 5
[0.041122118913582]
mu =
Columns 1 through 3
[2.621745621353154] [-0.011847265183861] [-0.926756560684826]
Columns 4 through 5
[0.866734587522895] [-2.727081614960543]
sigma2 =
Columns 1 through 4
[0.130805012165965] [0.016931284475174] [0.379187795268065] [0.382973791398295]
Column 5
[0.076570336910011]
likelihood error: 0.0001178
current f = [4.7e-07 6.5e-07 5.9e-07 7.6e-07]
w =
0.374028309463681
0.519147774487559
0.469762567368115
0.608203539726107
pic =
Columns 1 through 4
[0.046815426896609] [0.607490592298192] [0.149084084211225] [0.155487777680392]
Column 5
[0.041122118913582]
mu =
Columns 1 through 3
[2.621745621353154] [-0.011847265183861] [-0.926756560684826]
Columns 4 through 5
[0.866734587522895] [-2.727081614960543]
sigma2 =
Columns 1 through 4
[0.130805012165965] [0.016931284475174] [0.379187795268065] [0.382973791398295]
Column 5
[0.076570336910011]
Likelihood error: 0.61288
current f = [3.5e-07 4.8e-07 4.4e-07 5.6e-07]
w =
0.373984293607717
0.519089951023661
0.469705685546788
0.608323879568326
pic =
Columns 1 through 4
[0.044661928073357] [0.607887895800562] [0.148845229640153] [0.157471592949857]
Column 5
[0.041133353536070]
mu =
Columns 1 through 3
[2.665893291989141] [-0.011836579985070] [-0.928341825887694]
Columns 4 through 5
[0.879427389110378] [-2.727092118673908]
sigma2 =
Columns 1 through 4
[0.101155119979795] [0.016945598548892] [0.377555486852754] [0.386620222426086]
Column 5
[0.076546021364540]
likelihood error: 1.1788
current f = [3.5e-07 4.8e-07 4.4e-07 5.6e-07]
w =
0.373984194144608
0.519089774443781
0.469705641111864
0.608324125703669
pic =
Columns 1 through 4
[0.044661928073357] [0.607887895800562] [0.148845229640153] [0.157471592949857]
Column 5
[0.041133353536070]
mu =
Columns 1 through 3
[2.665887409265669] [-0.011831898733089] [-0.928344402575963]
Columns 4 through 5
[0.879421307287832] [-2.727122307817105]
sigma2 =
Columns 1 through 4
[0.101156016845784] [0.016945931137059] [0.377543403942066] [0.386605456888881]
Column 5
[0.076543307431739]
likelihood error: 6.4148e-05
current f = [3.5e-07 4.8e-07 4.4e-07 5.6e-07]
w =
0.373984194144608
0.519089774443781
0.469705641111864
0.608324125703669
pic =
Columns 1 through 4
[0.044661928073357] [0.607887895800562] [0.148845229640153] [0.157471592949857]
Column 5
[0.041133353536070]
mu =
Columns 1 through 3
[2.665887409265669] [-0.011831898733089] [-0.928344402575963]
Columns 4 through 5
[0.879421307287832] [-2.727122307817105]
sigma2 =
Columns 1 through 4
[0.101156016845784] [0.016945931137059] [0.377543403942066] [0.386605456888881]
Column 5
[0.076543307431739]
Likelihood error: 0.96028
current f = [2.6e-07 3.6e-07 3.2e-07 4.2e-07]
w =
0.373938189275992
0.519025647189207
0.469647508484574
0.608451993093018
pic =
Columns 1 through 4
[0.043391873281203] [0.608280192393047] [0.148673110193024] [0.158511615539021]
Column 5
[0.041143208593706]
mu =
Columns 1 through 3
[2.694604481896012] [-0.011823426888504] [-0.929623906323600]
Columns 4 through 5
[0.887510325982981] [-2.727127385256372]
sigma2 =
Columns 1 through 4
[0.080572230312338] [0.016960018734219] [0.376107400500649] [0.387453546701012]
Column 5
[0.076525234933186]
likelihood error: 0.60494
current f = [2.6e-07 3.6e-07 3.2e-07 4.2e-07]
w =
0.373938082806328
0.519025454663746
0.469647458495597
0.608452261340972
pic =
Columns 1 through 4
[0.043391873281203] [0.608280192393047] [0.148673110193024] [0.158511615539021]
Column 5
[0.041143208593706]
mu =
Columns 1 through 3
[2.694599320449347] [-0.011818399903164] [-0.929626784377614]
Columns 4 through 5
[0.887503476305112] [-2.727159475411042]
sigma2 =
Columns 1 through 4
[0.080571060862883] [0.016960413077211] [0.376094616883371] [0.387437321615678]
Column 5
[0.076522412358787]
likelihood error: 1.5842e-05
current f = [2.6e-07 3.6e-07 3.2e-07 4.2e-07]
w =
0.373938082806328
0.519025454663746
0.469647458495597
0.608452261340972
pic =
Columns 1 through 4
[0.043391873281203] [0.608280192393047] [0.148673110193024] [0.158511615539021]
Column 5
[0.041143208593706]
mu =
Columns 1 through 3
[2.694599320449347] [-0.011818399903164] [-0.929626784377614]
Columns 4 through 5
[0.887503476305112] [-2.727159475411042]
sigma2 =
Columns 1 through 4
[0.080571060862883] [0.016960413077211] [0.376094616883371] [0.387437321615678]
Column 5
[0.076522412358787]
Likelihood error: 1.1788
current f = [2.3e-07 3.2e-07 2.9e-07 3.7e-07]
w =
0.373914373338450
0.518991569368396
0.469617718624280
0.608518687024577
pic =
Columns 1 through 4
[0.043087287338378] [0.608631202811003] [0.148560625145864] [0.158568720352739]
Column 5
[0.041152164352016]
mu =
Columns 1 through 3
[2.702720723231028] [-0.011814788491355] [-0.930620852029729]
Columns 4 through 5
[0.890592400855038] [-2.727163725482086]
sigma2 =
Columns 1 through 4
[0.074512033199133] [0.016973200492714] [0.374847015339097] [0.385837292693854]
Column 5
[0.076506275312864]
likelihood error: 0.060977
current f = [2.3e-07 3.2e-07 2.9e-07 3.7e-07]
w =
0.373914317445770
0.518991467630638
0.469617691497011
0.608518829073788
pic =
Columns 1 through 4
[0.043087287338378] [0.608631202811003] [0.148560625145864] [0.158568720352739]
Column 5
[0.041152164352016]
mu =
Columns 1 through 3
[2.702718182220615] [-0.011812166142326] [-0.930622389365104]
Columns 4 through 5
[0.890588789230970] [-2.727180383744142]
sigma2 =
Columns 1 through 4
[0.074511094879212] [0.016973420986812] [0.374840365684644] [0.385828760135915]
Column 5
[0.076504831232967]
likelihood error: 8.4253e-06
current f = [2.3e-07 3.2e-07 2.9e-07 3.7e-07]
w =
0.373914317445770
0.518991467630638
0.469617691497011
0.608518829073788
pic =
Columns 1 through 4
[0.043087287338378] [0.608631202811003] [0.148560625145864] [0.158568720352739]
Column 5
[0.041152164352016]
mu =
Columns 1 through 3
[2.702718182220615] [-0.011812166142326] [-0.930622389365104]
Columns 4 through 5
[0.890588789230970] [-2.727180383744142]
sigma2 =
Columns 1 through 4
[0.074511094879212] [0.016973420986812] [0.374840365684644] [0.385828760135915]
Column 5
[0.076504831232967]
Likelihood error: 0.60496
current f = [2.3e-07 3.1e-07 2.8e-07 3.7e-07]
w =
0.373907750177992
0.518980793331154
0.469608457082514
0.608539094293686
pic =
Columns 1 through 4
[0.043076160047858] [0.608919574082209] [0.148492102379423] [0.158352031070025]
Column 5
[0.041160132420485]
mu =
Columns 1 through 3
[2.703757240604686] [-0.011812429606156] [-0.931369938444106]
Columns 4 through 5
[0.892173637910425] [-2.727183555235790]
sigma2 =
Columns 1 through 4
[0.073693620365946] [0.016984136114147] [0.373798940533741] [0.383875513688091]
Column 5
[0.076490993942636]
likelihood error: 0.0032543
current f = [2.3e-07 3.1e-07 2.8e-07 3.7e-07]
w =
0.373907733209911
0.518980762024859
0.469608448632329
0.608539137939454
pic =
Columns 1 through 4
[0.043076160047858] [0.608919574082209] [0.148492102379423] [0.158352031070025]
Column 5
[0.041160132420485]
mu =
Columns 1 through 3
[2.703756456558961] [-0.011811623826947] [-0.931370464592819]
Columns 4 through 5
[0.892172549238283] [-2.727188569114085]
sigma2 =
Columns 1 through 4
[0.073693316459880] [0.016984205730101] [0.373796886630604] [0.383872914763253]
Column 5
[0.076490552825988]
likelihood error: 1.8582e-06
current f = [2.3e-07 3.1e-07 2.8e-07 3.7e-07]
w =
0.373907733209911
0.518980762024859
0.469608448632329
0.608539137939454
pic =
Columns 1 through 4
[0.043076160047858] [0.608919574082209] [0.148492102379423] [0.158352031070025]
Column 5
[0.041160132420485]
mu =
Columns 1 through 3
[2.703756456558961] [-0.011811623826947] [-0.931370464592819]
Columns 4 through 5
[0.892172549238283] [-2.727188569114085]
sigma2 =
Columns 1 through 4
[0.073693316459880] [0.016984205730101] [0.373796886630604] [0.383872914763253]
Column 5
[0.076490552825988]
Likelihood error: 0.060986
current f = [2.3e-07 3.1e-07 2.8e-07 3.7e-07]
w =
0.373906940439754
0.518976933185746
0.469605862993222
0.608544885677498
pic =
Columns 1 through 4
[0.043089150016167] [0.609159589743919] [0.148450632057179] [0.158133714465911]
Column 5
[0.041166913716824]
mu =
Columns 1 through 3
[2.703861613949945] [-0.011811416105454] [-0.931912310771890]
Columns 4 through 5
[0.893552600571363] [-2.727190805020344]
sigma2 =
Columns 1 through 4
[0.073591878853957] [0.016993149132925] [0.372969959061430] [0.382267182610607]
Column 5
[0.076479169093973]
likelihood error: 0.001523
current f = [2.3e-07 3.1e-07 2.8e-07 3.7e-07]
w =
0.373906935816333
0.518976923952398
0.469605860524952
0.608544898297343
pic =
Columns 1 through 4
[0.043089150016167] [0.609159589743919] [0.148450632057179] [0.158133714465911]
Column 5
[0.041166913716824]
mu =
Columns 1 through 3
[2.703861344864227] [-0.011811173337797] [-0.931912552556792]
Columns 4 through 5
[0.893552313010352] [-2.727192139274816]
sigma2 =
Columns 1 through 4
[0.073591783197539] [0.016993169359985] [0.372969362469876] [0.382266455125679]
Column 5
[0.076479040570907]
likelihood error: 4.2829e-07
current f = [2.3e-07 3.1e-07 2.8e-07 3.7e-07]
w =
0.373906935816333
0.518976923952398
0.469605860524952
0.608544898297343
pic =
Columns 1 through 4
[0.043089150016167] [0.609159589743919] [0.148450632057179] [0.158133714465911]
Column 5
[0.041166913716824]
mu =
Columns 1 through 3
[2.703861344864227] [-0.011811173337797] [-0.931912552556792]
Columns 4 through 5
[0.893552313010352] [-2.727192139274816]
sigma2 =
Columns 1 through 4
[0.073591783197539] [0.016993169359985] [0.372969362469876] [0.382266455125679]
Column 5
[0.076479040570907]
Likelihood error: 0.0032562
current f = [1.8e-08 4e-09 -1.7e-08 -1.2e-09]
w =
0.715411838477205
0.157160831375657
-0.678986668909266
-0.049633436006585
pic =
Columns 1 through 4
[0.254036973693248] [0.152784747625468] [0.265706832182301] [0.163444537901619]
Column 5
[0.164026908597365]
mu =
Columns 1 through 3
[-1.261562057850874] [-0.033532151166557] [1.255252913040926]
Columns 4 through 5
[0.643704027001608] [-0.689720646910660]
sigma2 =
Columns 1 through 4
[0.032939298106668] [0.065958812702058] [0.037528565405054] [0.061931827834961]
Column 5
[0.057830466050099]
likelihood error: 75.3824
current f = [2.1e-08 4.7e-09 -2e-08 -1.5e-09]
w =
0.715418623708738
0.157308778366911
-0.678932660837792
-0.049805453924627
pic =
Columns 1 through 4
[0.254036973693248] [0.152784747625468] [0.265706832182301] [0.163444537901619]
Column 5
[0.164026908597365]
mu =
Columns 1 through 3
[-1.261857897891655] [-0.032700362966473] [1.255506271405890]
Columns 4 through 5
[0.642616208703468] [-0.689363700685819]
sigma2 =
Columns 1 through 4
[0.032477555392937] [0.066195374242584] [0.036976630464691] [0.062355102192972]
Column 5
[0.058523948971475]
likelihood error: 0.084903
current f = [2.1e-08 4.7e-09 -2e-08 -1.5e-09]
w =
0.715418714089018
0.157311165073528
-0.678931811097405
-0.049808200611917
pic =
Columns 1 through 4
[0.254036973693248] [0.152784747625468] [0.265706832182301] [0.163444537901619]
Column 5
[0.164026908597365]
mu =
Columns 1 through 3
[-1.261860849681501] [-0.032686278438212] [1.255508138437463]
Columns 4 through 5
[0.642597735602413] [-0.689356865162194]
sigma2 =
Columns 1 through 4
[0.032472218498296] [0.066202977350411] [0.036969882242583] [0.062366418949161]
Column 5
[0.058538062839585]
likelihood error: 0.0045769
current f = [2.1e-08 4.7e-09 -2e-08 -1.5e-09]
w =
0.715418715491919
0.157311203291268
-0.678931797542188
-0.049808244526982
pic =
Columns 1 through 4
[0.254036973693248] [0.152784747625468] [0.265706832182301] [0.163444537901619]
Column 5
[0.164026908597365]
mu =
Columns 1 through 3
[-1.261860896155228] [-0.032686053454627] [1.255508166981669]
Columns 4 through 5
[0.642597441664507] [-0.689356756093604]
sigma2 =
Columns 1 through 4
[0.032472133809293] [0.066203100919700] [0.036969774680709] [0.062366601407505]
Column 5
[0.058538289194690]
likelihood error: 7.4286e-05
current f = [2.1e-08 4.7e-09 -2e-08 -1.5e-09]
w =
0.715418715491919
0.157311203291268
-0.678931797542188
-0.049808244526982
pic =
Columns 1 through 4
[0.254036973693248] [0.152784747625468] [0.265706832182301] [0.163444537901619]
Column 5
[0.164026908597365]
mu =
Columns 1 through 3
[-1.261860896155228] [-0.032686053454627] [1.255508166981669]
Columns 4 through 5
[0.642597441664507] [-0.689356756093604]
sigma2 =
Columns 1 through 4
[0.032472133809293] [0.066203100919700] [0.036969774680709] [0.062366601407505]
Column 5
[0.058538289194690]
current f = [1.3e-07 3e-08 -1.2e-07 -9.8e-09]
w =
0.714779593646520
0.164643885564500
-0.677305061903263
-0.056924310081613
pic =
Columns 1 through 4
[0.253944907968656] [0.152735336395476] [0.265071512908095] [0.164106202495330]
Column 5
[0.164142040232442]
mu =
Columns 1 through 3
[-1.252017539076547] [-0.032943717858435] [1.247632679585820]
Columns 4 through 5
[0.642953779365879] [-0.689948808746008]
sigma2 =
Columns 1 through 4
[0.036663823178305] [0.086426432516736] [0.040945294174393] [0.080969761780831]
Column 5
[0.077134733948937]
likelihood error: 11.345
current f = [1.3e-07 3.1e-08 -1.3e-07 -1e-08]
w =
0.714781625694941
0.164690791051300
-0.677286864070146
-0.056979603407429
pic =
Columns 1 through 4
[0.253944907968656] [0.152735336395476] [0.265071512908095] [0.164106202495330]
Column 5
[0.164142040232442]
mu =
Columns 1 through 3
[-1.252252703498996] [-0.032639972836873] [1.247712496624183]
Columns 4 through 5
[0.642492445992604] [-0.689535283633808]
sigma2 =
Columns 1 through 4
[0.036420963341707] [0.086492923452486] [0.040668010290606] [0.081211935109667]
Column 5
[0.077585861163588]
likelihood error: 0.030523
current f = [1.3e-07 3.1e-08 -1.3e-07 -1e-08]
w =
0.714781658857672
0.164691082979649
-0.677286726494700
-0.056979978909857
pic =
Columns 1 through 4
[0.253944907968656] [0.152735336395476] [0.265071512908095] [0.164106202495330]
Column 5
[0.164142040232442]
mu =
Columns 1 through 3
[-1.252254016144581] [-0.032637641400351] [1.247712908236387]
Columns 4 through 5
[0.642488023110416] [-0.689531665036755]
sigma2 =
Columns 1 through 4
[0.036419817336565] [0.086493708894253] [0.040666826782879] [0.081214526918642]
Column 5
[0.077589919272012]
likelihood error: 0.00057079
current f = [1.3e-07 3.1e-08 -1.3e-07 -1e-08]
w =
0.714781658857672
0.164691082979649
-0.677286726494700
-0.056979978909857
pic =
Columns 1 through 4
[0.253944907968656] [0.152735336395476] [0.265071512908095] [0.164106202495330]
Column 5
[0.164142040232442]
mu =
Columns 1 through 3
[-1.252254016144581] [-0.032637641400351] [1.247712908236387]
Columns 4 through 5
[0.642488023110416] [-0.689531665036755]
sigma2 =
Columns 1 through 4
[0.036419817336565] [0.086493708894253] [0.040666826782879] [0.081214526918642]
Column 5
[0.077589919272012]
Likelihood error: 75.472
current f = [4e-07 9.5e-08 -3.8e-07 -3.2e-08]
w =
0.713946691986549
0.170065904795565
-0.676423493984074
-0.061716831757655
pic =
Columns 1 through 4
[0.253900655248046] [0.152594056486340] [0.264298721459317] [0.164865483347418]
Column 5
[0.164341083458879]
mu =
Columns 1 through 3
[-1.245121514829442] [-0.032906420465027] [1.242539813487815]
Columns 4 through 5
[0.640641764245755] [-0.686761133358337]
sigma2 =
Columns 1 through 4
[0.038901400534792] [0.104789442420055] [0.042834318375052] [0.096572088006288]
Column 5
[0.093402111790886]
likelihood error: 5.1745
current f = [4e-07 9.7e-08 -3.9e-07 -3.3e-08]
w =
0.713948759765640
0.170079772553061
-0.676416109540864
-0.061735627381299
pic =
Columns 1 through 4
[0.253900655248046] [0.152594056486340] [0.264298721459317] [0.164865483347418]
Column 5
[0.164341083458879]
mu =
Columns 1 through 3
[-1.245303883771870] [-0.032788340666022] [1.242572613459295]
Columns 4 through 5
[0.640396761872230] [-0.686395984615757]
sigma2 =
Columns 1 through 4
[0.038796895447242] [0.104755368402820] [0.042709969989828] [0.096696570642632]
Column 5
[0.093652809007668]
likelihood error: 0.0078094
current f = [4e-07 9.7e-08 -3.9e-07 -3.3e-08]
w =
0.713948778272039
0.170079809375203
-0.676416074367848
-0.061735697297204
pic =
Columns 1 through 4
[0.253900655248046] [0.152594056486340] [0.264298721459317] [0.164865483347418]
Column 5
[0.164341083458879]
mu =
Columns 1 through 3
[-1.245304465166911] [-0.032787905197259] [1.242572840148678]
Columns 4 through 5
[0.640395317142949] [-0.686394405951811]
sigma2 =
Columns 1 through 4
[0.038796643800186] [0.104755121189880] [0.042709798937826] [0.096697167045530]
Column 5
[0.093653934321179]
likelihood error: 7e-05
current f = [4e-07 9.7e-08 -3.9e-07 -3.3e-08]
w =
0.713948778272039
0.170079809375203
-0.676416074367848
-0.061735697297204
pic =
Columns 1 through 4
[0.253900655248046] [0.152594056486340] [0.264298721459317] [0.164865483347418]
Column 5
[0.164341083458879]
mu =
Columns 1 through 3
[-1.245304465166911] [-0.032787905197259] [1.242572840148678]
Columns 4 through 5
[0.640395317142949] [-0.686394405951811]
sigma2 =
Columns 1 through 4
[0.038796643800186] [0.104755121189880] [0.042709798937826] [0.096697167045530]
Column 5
[0.093653934321179]
Likelihood error: 11.3761
current f = [8.1e-07 2e-07 -7.7e-07 -6.8e-08]
w =
0.713201914542465
0.173695617879124
-0.676010515707189
-0.064673387474548
pic =
Columns 1 through 4
[0.253800053437554] [0.152496840392087] [0.263431181159380] [0.165698336209666]
Column 5
[0.164573588801313]
mu =
Columns 1 through 3
[-1.239877363832618] [-0.033300819158913] [1.238769100970097]
Columns 4 through 5
[0.637493779269500] [-0.681780189196703]
sigma2 =
Columns 1 through 4
[0.040551549926354] [0.122236379327016] [0.044180863155832] [0.110019100346658]
Column 5
[0.107452428042204]
likelihood error: 2.9192
current f = [8.1e-07 2e-07 -7.8e-07 -6.8e-08]
w =
0.713203316722926
0.173700123753143
-0.676007182453178
-0.064680663922462
pic =
Columns 1 through 4
[0.253800053437554] [0.152496840392087] [0.263431181159380] [0.165698336209666]
Column 5
[0.164573588801313]
mu =
Columns 1 through 3
[-1.240002401073407] [-0.033251310231894] [1.238781556976400]
Columns 4 through 5
[0.637364420989935] [-0.681522931731158]
sigma2 =
Columns 1 through 4
[0.040515167991487] [0.122175416613317] [0.044128410835565] [0.110078035094352]
Column 5
[0.107579255632964]
likelihood error: 0.0015007
current f = [8.1e-07 2e-07 -7.8e-07 -6.8e-08]
w =
0.713203325560656
0.173700129851871
-0.676007169595560
-0.064680684475753
pic =
Columns 1 through 4
[0.253800053437554] [0.152496840392087] [0.263431181159380] [0.165698336209666]
Column 5
[0.164573588801313]
mu =
Columns 1 through 3
[-1.240002658178328] [-0.033251212061045] [1.238781680811932]
Columns 4 through 5
[0.637363856273829] [-0.681522255844886]
sigma2 =
Columns 1 through 4
[0.040515099714295] [0.122175164714132] [0.044128401579552] [0.110078194344744]
Column 5
[0.107579612946507]
likelihood error: 7.8667e-06
current f = [8.1e-07 2e-07 -7.8e-07 -6.8e-08]
w =
0.713203325560656
0.173700129851871
-0.676007169595560
-0.064680684475753
pic =
Columns 1 through 4
[0.253800053437554] [0.152496840392087] [0.263431181159380] [0.165698336209666]
Column 5
[0.164573588801313]
mu =
Columns 1 through 3
[-1.240002658178328] [-0.033251212061045] [1.238781680811932]
Columns 4 through 5
[0.637363856273829] [-0.681522255844886]
sigma2 =
Columns 1 through 4
[0.040515099714295] [0.122175164714132] [0.044128401579552] [0.110078194344744]
Column 5
[0.107579612946507]
Likelihood error: 5.1824
current f = [1.3e-06 3.1e-07 -1.2e-06 -1.1e-07]
w =
0.712619013744588
0.176004288954235
-0.675860722003929
-0.066399702764710
pic =
Columns 1 through 4
[0.253788308183697] [0.152465607014832] [0.262631716489973] [0.166440657052005]
Column 5
[0.164673711259494]
mu =
Columns 1 through 3
[-1.235769848062967] [-0.033895656784131] [1.235808478118164]
Columns 4 through 5
[0.633667840103586] [-0.675510882322009]
sigma2 =
Columns 1 through 4
[0.041835940024971] [0.138854959263766] [0.045226680886410] [0.121645073409402]
Column 5
[0.119435196517900]
likelihood error: 1.7853
current f = [1.3e-06 3.1e-07 -1.2e-06 -1.1e-07]
w =
0.712619688180394
0.176006192768569
-0.675859199446414
-0.066402915697510
pic =
Columns 1 through 4
[0.253788308183697] [0.152465607014832] [0.262631716489973] [0.166440657052005]
Column 5
[0.164673711259494]
mu =
Columns 1 through 3
[-1.235847963667622] [-0.033870887346862] [1.235811360422290]
Columns 4 through 5
[0.633602834113465] [-0.675352319785995]
sigma2 =
Columns 1 through 4
[0.041827151743774] [0.138802773491269] [0.045204186034565] [0.121671906607546]
Column 5
[0.119495641772068]
likelihood error: 0.00015549
current f = [1.3e-06 3.1e-07 -1.2e-06 -1.1e-07]
w =
0.712619688180394
0.176006192768569
-0.675859199446414
-0.066402915697510
pic =
Columns 1 through 4
[0.253788308183697] [0.152465607014832] [0.262631716489973] [0.166440657052005]
Column 5
[0.164673711259494]
mu =
Columns 1 through 3
[-1.235847963667622] [-0.033870887346862] [1.235811360422290]
Columns 4 through 5
[0.633602834113465] [-0.675352319785995]
sigma2 =
Columns 1 through 4
[0.041827151743774] [0.138802773491269] [0.045204186034565] [0.121671906607546]
Column 5
[0.119495641772068]
Likelihood error: 2.9207
current f = [1.7e-06 4.2e-07 -1.6e-06 -1.4e-07]
w =
0.712193269124850
0.177425094354750
-0.675842591951896
-0.067363789934639
pic =
Columns 1 through 4
[0.253951916046458] [0.152456331869575] [0.262000071507181] [0.167009133032974]
Column 5
[0.164582547543811]
mu =
Columns 1 through 3
[-1.232514152634479] [-0.034523875309971] [1.233421136515721]
Columns 4 through 5
[0.629215520422160] [-0.668227569765585]
sigma2 =
Columns 1 through 4
[0.042843194017855] [0.154527635039945] [0.046057992941150] [0.131583654667975]
Column 5
[0.129454094015620]
likelihood error: 1.1434
current f = [1.7e-06 4.2e-07 -1.6e-06 -1.4e-07]
w =
0.712193487410152
0.177426100811846
-0.675841949359912
-0.067365278257621
pic =
Columns 1 through 4
[0.253951916046458] [0.152456331869575] [0.262000071507181] [0.167009133032974]
Column 5
[0.164582547543811]
mu =
Columns 1 through 3
[-1.232559965086341] [-0.034509415014012] [1.233419806959373]
Columns 4 through 5
[0.629185308035331] [-0.668137501048038]
sigma2 =
Columns 1 through 4
[0.042843637760258] [0.154492866661628] [0.046047375461305] [0.131595596363741]
Column 5
[0.129481642709997]
likelihood error: 2.7491e-05
current f = [1.7e-06 4.2e-07 -1.6e-06 -1.4e-07]
w =
0.712193487410152
0.177426100811846
-0.675841949359912
-0.067365278257621
pic =
Columns 1 through 4
[0.253951916046458] [0.152456331869575] [0.262000071507181] [0.167009133032974]
Column 5
[0.164582547543811]
mu =
Columns 1 through 3
[-1.232559965086341] [-0.034509415014012] [1.233419806959373]
Columns 4 through 5
[0.629185308035331] [-0.668137501048038]
sigma2 =
Columns 1 through 4
[0.042843637760258] [0.154492866661628] [0.046047375461305] [0.131595596363741]
Column 5
[0.129481642709997]
Likelihood error: 1.7855
current f = [2e-06 5.1e-07 -2e-06 -1.7e-07]
w =
0.711894206362683
0.178284081326414
-0.675879564952569
-0.067884063850892
pic =
Columns 1 through 4
[0.254309038352673] [0.152419687280774] [0.261576160942410] [0.167382253109247]
Column 5
[0.164312860314895]
mu =
Columns 1 through 3
[-1.229917266678850] [-0.035103076197987] [1.231473157358099]
Columns 4 through 5
[0.624212174523106] [-0.660184008633794]
sigma2 =
Columns 1 through 4
[0.043631880578824] [0.169159872373204] [0.046722414370930] [0.139961228645957]
Column 5
[0.137688948578204]
likelihood error: 0.76082
current f = [2e-06 5.1e-07 -2e-06 -1.7e-07]
w =
0.711894208845622
0.178284666556695
-0.675879340269635
-0.067884737855100
pic =
Columns 1 through 4
[0.254309038352673] [0.152419687280774] [0.261576160942410] [0.167382253109247]
Column 5
[0.164312860314895]
mu =
Columns 1 through 3
[-1.229943078493947] [-0.035094056718669] [1.231470390653367]
Columns 4 through 5
[0.624199749047455] [-0.660135363792021]
sigma2 =
Columns 1 through 4
[0.043634546919835] [0.169139787288307] [0.046716666945845] [0.139966401628514]
Column 5
[0.137700970096486]
likelihood error: 1.7161e-05
current f = [2e-06 5.1e-07 -2e-06 -1.7e-07]
w =
0.711894208845622
0.178284666556695
-0.675879340269635
-0.067884737855100
pic =
Columns 1 through 4
[0.254309038352673] [0.152419687280774] [0.261576160942410] [0.167382253109247]
Column 5
[0.164312860314895]
mu =
Columns 1 through 3
[-1.229943078493947] [-0.035094056718669] [1.231470390653367]
Columns 4 through 5
[0.624199749047455] [-0.660135363792021]
sigma2 =
Columns 1 through 4
[0.043634546919835] [0.169139787288307] [0.046716666945845] [0.139966401628514]
Column 5
[0.137700970096486]
Likelihood error: 1.1434
current f = [2.3e-06 5.8e-07 -2.2e-06 -2e-07]
w =
0.711688679825455
0.178801615141868
-0.675931630345832
-0.068158965664190
pic =
Columns 1 through 4
[0.254835675453184] [0.152321776329311] [0.261359392600636] [0.167573641153657]
Column 5
[0.163909514463212]
mu =
Columns 1 through 3
[-1.227829287334118] [-0.035606538666331] [1.229871262099903]
Columns 4 through 5
[0.618773417590800] [-0.651641833550841]
sigma2 =
Columns 1 through 4
[0.044250158148329] [0.182716426835620] [0.047255033523895] [0.146938276701278]
Column 5
[0.144381067189448]
likelihood error: 0.5254
current f = [2.3e-06 5.8e-07 -2.2e-06 -2e-07]
w =
0.711688605442832
0.178801966057368
-0.675931586886982
-0.068159252764451
pic =
Columns 1 through 4
[0.254835675453184] [0.152321776329311] [0.261359392600636] [0.167573641153657]
Column 5
[0.163909514463212]
mu =
Columns 1 through 3
[-1.227843552017917] [-0.035600831042133] [1.229868394834495]
Columns 4 through 5
[0.618769382329262] [-0.651616262336593]
sigma2 =
Columns 1 through 4
[0.044252787144184] [0.182705887618728] [0.047251534919504] [0.146940434020876]
Column 5
[0.144386057843744]
likelihood error: 3.9285e-07
current f = [2.3e-06 5.8e-07 -2.2e-06 -2e-07]
w =
0.711688605442832
0.178801966057368
-0.675931586886982
-0.068159252764451
pic =
Columns 1 through 4
[0.254835675453184] [0.152321776329311] [0.261359392600636] [0.167573641153657]
Column 5
[0.163909514463212]
mu =
Columns 1 through 3
[-1.227843552017917] [-0.035600831042133] [1.229868394834495]
Columns 4 through 5
[0.618769382329262] [-0.651616262336593]
sigma2 =
Columns 1 through 4
[0.044252787144184] [0.182705887618728] [0.047251534919504] [0.146940434020876]
Column 5
[0.144386057843744]
Likelihood error: 0.7608
current f = [2.5e-06 6.3e-07 -2.4e-06 -2.2e-07]
w =
0.711549063749158
0.179116967071650
-0.675980437751208
-0.068304454866133
pic =
Columns 1 through 4
[0.255490246990002] [0.152144730163010] [0.261326620843685] [0.167613522877711]
Column 5
[0.163424879125592]
mu =
Columns 1 through 3
[-1.226129640078144] [-0.036034148097686] [1.228541932803648]
Columns 4 through 5
[0.613038735822310] [-0.642851022077220]
sigma2 =
Columns 1 through 4
[0.044738334617165] [0.195204010571328] [0.047684322222970] [0.152699492250010]
Column 5
[0.149789660333993]
likelihood error: 0.37608
current f = [2.5e-06 6.3e-07 -2.4e-06 -2.2e-07]
w =
0.711548977600079
0.179117181832950
-0.675980460113008
-0.068304567829349
pic =
Columns 1 through 4
[0.255490246990002] [0.152144730163010] [0.261326620843685] [0.167613522877711]
Column 5
[0.163424879125592]
mu =
Columns 1 through 3
[-1.226137565933577] [-0.036030514383538] [1.228539510074180]
Columns 4 through 5
[0.613038185447193] [-0.642837575442319]
sigma2 =
Columns 1 through 4
[0.044740388964520] [0.195198789461723] [0.047682042700024] [0.152700357017603]
Column 5
[0.149791621567195]
likelihood error: 4.9167e-06
current f = [2.5e-06 6.3e-07 -2.4e-06 -2.2e-07]
w =
0.711548977600079
0.179117181832950
-0.675980460113008
-0.068304567829349
pic =
Columns 1 through 4
[0.255490246990002] [0.152144730163010] [0.261326620843685] [0.167613522877711]
Column 5
[0.163424879125592]
mu =
Columns 1 through 3
[-1.226137565933577] [-0.036030514383538] [1.228539510074180]
Columns 4 through 5
[0.613038185447193] [-0.642837575442319]
sigma2 =
Columns 1 through 4
[0.044740388964520] [0.195198789461723] [0.047682042700024] [0.152700357017603]
Column 5
[0.149791621567195]
Likelihood error: 0.5254
current f = [2.7e-06 6.8e-07 -2.6e-06 -2.3e-07]
w =
0.711454694265963
0.179314377049422
-0.676019301372086
-0.068384835516332
pic =
Columns 1 through 4
[0.256229324122051] [0.151882046599350] [0.261445282253306] [0.167537159314786]
Column 5
[0.162906187710507]
mu =
Columns 1 through 3
[-1.224722780739730] [-0.036394395181876] [1.227425015777458]
Columns 4 through 5
[0.607151267309774] [-0.634030268070771]
sigma2 =
Columns 1 through 4
[0.045129068744152] [0.206650396903410] [0.048033661740185] [0.157433327330632]
Column 5
[0.154158054088749]
likelihood error: 0.27796
current f = [2.7e-06 6.8e-07 -2.6e-06 -2.3e-07]
w =
0.711454621246682
0.179314512482882
-0.676019338009956
-0.068384877878147
pic =
Columns 1 through 4
[0.256229324122051] [0.151882046599350] [0.261445282253306] [0.167537159314786]
Column 5
[0.162906187710507]
mu =
Columns 1 through 3
[-1.224727362414921] [-0.036392036304292] [1.227423179961008]
Columns 4 through 5
[0.607151819854145] [-0.634022882900245]
sigma2 =
Columns 1 through 4
[0.045130550491809] [0.206647772245979] [0.048032136078795] [0.157433674302865]
Column 5
[0.154158797794639]
likelihood error: 4.752e-06
current f = [2.7e-06 6.8e-07 -2.6e-06 -2.3e-07]
w =
0.711454621246682
0.179314512482882
-0.676019338009956
-0.068384877878147
pic =
Columns 1 through 4
[0.256229324122051] [0.151882046599350] [0.261445282253306] [0.167537159314786]
Column 5
[0.162906187710507]
mu =
Columns 1 through 3
[-1.224727362414921] [-0.036392036304292] [1.227423179961008]
Columns 4 through 5
[0.607151819854145] [-0.634022882900245]
sigma2 =
Columns 1 through 4
[0.045130550491809] [0.206647772245979] [0.048032136078795] [0.157433674302865]
Column 5
[0.154158797794639]
Likelihood error: 0.37608
current f = [2.9e-06 7.1e-07 -2.7e-06 -2.4e-07]
w =
0.711390900860055
0.179443337693390
-0.676047234728230
-0.068434062999339
pic =
Columns 1 through 4
[0.257015330357221] [0.151534120211707] [0.261681591413436] [0.167378310192773]
Column 5
[0.162390647824863]
mu =
Columns 1 through 3
[-1.223535137825832] [-0.036695971570659] [1.226471686176043]
Columns 4 through 5
[0.601242483285518] [-0.625357132436389]
sigma2 =
Columns 1 through 4
[0.045447856504282] [0.217091938749059] [0.048321973434152] [0.161316085731362]
Column 5
[0.157696942656683]
likelihood error: 0.21092
current f = [2.9e-06 7.1e-07 -2.7e-06 -2.4e-07]
w =
0.711390847050869
0.179443426895167
-0.676047265742615
-0.068434082076812
pic =
Columns 1 through 4
[0.257015330357221] [0.151534120211707] [0.261681591413436] [0.167378310192773]
Column 5
[0.162390647824863]
mu =
Columns 1 through 3
[-1.223538011001567] [-0.036694377475969] [1.226470397845709]
Columns 4 through 5
[0.601243099831110] [-0.625352631982971]
sigma2 =
Columns 1 through 4
[0.045448895134519] [0.217090395574800] [0.048320948864153] [0.161316246337186]
Column 5
[0.157697244451658]
likelihood error: 3.5e-06
current f = [2.9e-06 7.1e-07 -2.7e-06 -2.4e-07]
w =
0.711390847050869
0.179443426895167
-0.676047265742615
-0.068434082076812
pic =
Columns 1 through 4
[0.257015330357221] [0.151534120211707] [0.261681591413436] [0.167378310192773]
Column 5
[0.162390647824863]
mu =
Columns 1 through 3
[-1.223538011001567] [-0.036694377475969] [1.226470397845709]
Columns 4 through 5
[0.601243099831110] [-0.625352631982971]
sigma2 =
Columns 1 through 4
[0.045448895134519] [0.217090395574800] [0.048320948864153] [0.161316246337186]
Column 5
[0.157697244451658]
Likelihood error: 0.27796
current f = [3e-06 7.4e-07 -2.9e-06 -2.5e-07]
w =
0.711347533631095
0.179532378060519
-0.676065678425134
-0.068469119278750
pic =
Columns 1 through 4
[0.257819010695787] [0.151105205180592] [0.262004837172551] [0.167166117392446]
Column 5
[0.161904829558624]
mu =
Columns 1 through 3
[-1.222511643814056] [-0.036945095548915] [1.225643290561898]
Columns 4 through 5
[0.595423416343258] [-0.616966545462257]
sigma2 =
Columns 1 through 4
[0.045713958537370] [0.226568642792683] [0.048564223516205] [0.164503344071532]
Column 5
[0.160580099932628]
likelihood error: 0.16331
current f = [3e-06 7.4e-07 -2.9e-06 -2.5e-07]
w =
0.711347497469796
0.179532440083474
-0.676065698462396
-0.068469134491935
pic =
Columns 1 through 4
[0.257819010695787] [0.151105205180592] [0.262004837172551] [0.167166117392446]
Column 5
[0.161904829558624]
mu =
Columns 1 through 3
[-1.222513661813465] [-0.036943953830657] [1.225642444299601]
Columns 4 through 5
[0.595423731293534] [-0.616963353226358]
sigma2 =
Columns 1 through 4
[0.045714684759528] [0.226567440794610] [0.048563540465265] [0.164503447414179]
Column 5
[0.160580262872843]
likelihood error: 2.6351e-06
current f = [3e-06 7.4e-07 -2.9e-06 -2.5e-07]
w =
0.711347497469796
0.179532440083474
-0.676065698462396
-0.068469134491935
pic =
Columns 1 through 4
[0.257819010695787] [0.151105205180592] [0.262004837172551] [0.167166117392446]
Column 5
[0.161904829558624]
mu =
Columns 1 through 3
[-1.222513661813465] [-0.036943953830657] [1.225642444299601]
Columns 4 through 5
[0.595423731293534] [-0.616963353226358]
sigma2 =
Columns 1 through 4
[0.045714684759528] [0.226567440794610] [0.048563540465265] [0.164503447414179]
Column 5
[0.160580262872843]
Likelihood error: 0.21092
current f = [3.1e-06 7.7e-07 -3e-06 -2.6e-07]
w =
0.711317658676852
0.179597751635707
-0.676076832358054
-0.068497907577102
pic =
Columns 1 through 4
[0.258619162306752] [0.150601610228582] [0.262389092436852] [0.166924115243948]
Column 5
[0.161466019783866]
mu =
Columns 1 through 3
[-1.221612082358184] [-0.037145507497600] [1.224910111823860]
Columns 4 through 5
[0.589781299190391] [-0.608954216120125]
sigma2 =
Columns 1 through 4
[0.045941522671102] [0.235123419229975] [0.048771955595700] [0.167127136345773]
Column 5
[0.162946725660679]
likelihood error: 0.12831
current f = [3.1e-06 7.7e-07 -3e-06 -2.6e-07]
w =
0.711317636199388
0.179597797364660
-0.676076842066538
-0.068497925272808
pic =
Columns 1 through 4
[0.258619162306752] [0.150601610228582] [0.262389092436852] [0.166924115243948]
Column 5
[0.161466019783866]
mu =
Columns 1 through 3
[-1.221613668832256] [-0.037144634500277] [1.224909591753123]
Columns 4 through 5
[0.589781258568805] [-0.608951602182628]
sigma2 =
Columns 1 through 4
[0.045942038594470] [0.235122255884101] [0.048771504590605] [0.167127224352971]
Column 5
[0.162946849755340]
likelihood error: 2.2845e-06
current f = [3.1e-06 7.7e-07 -3e-06 -2.6e-07]
w =
0.711317636199388
0.179597797364660
-0.676076842066538
-0.068497925272808
pic =
Columns 1 through 4
[0.258619162306752] [0.150601610228582] [0.262389092436852] [0.166924115243948]
Column 5
[0.161466019783866]
mu =
Columns 1 through 3
[-1.221613668832256] [-0.037144634500277] [1.224909591753123]
Columns 4 through 5
[0.589781258568805] [-0.608951602182628]
sigma2 =
Columns 1 through 4
[0.045942038594470] [0.235122255884101] [0.048771504590605] [0.167127224352971]
Column 5
[0.162946849755340]
Likelihood error: 0.16331
current f = [3.2e-06 7.9e-07 -3e-06 -2.7e-07]
w =
0.711296571762945
0.179648665915318
-0.676082876691184
-0.068523707380266
pic =
Columns 1 through 4
[0.259401256600105] [0.150030674990702] [0.262813445652582] [0.166670411991053]
Column 5
[0.161084210765558]
mu =
Columns 1 through 3
[-1.220807680091848] [-0.037299347331948] [1.224249961616729]
Columns 4 through 5
[0.584379847447917] [-0.601382279515313]
sigma2 =
Columns 1 through 4
[0.046140693160423] [0.242802811296649] [0.048953850843146] [0.169296632562780]
Column 5
[0.164906420629069]
likelihood error: 0.10189
current f = [3.2e-06 7.9e-07 -3e-06 -2.7e-07]
w =
0.711296558832328
0.179648701568784
-0.676082878702233
-0.068523728289287
pic =
Columns 1 through 4
[0.259401256600105] [0.150030674990702] [0.262813445652582] [0.166670411991053]
Column 5
[0.161084210765558]
mu =
Columns 1 through 3
[-1.220809032586065] [-0.037298638721473] [1.224249664896364]
Columns 4 through 5
[0.584379522613492] [-0.601379941297778]
sigma2 =
Columns 1 through 4
[0.046141071544496] [0.242801605958035] [0.048953554258301] [0.169296713520805]
Column 5
[0.164906527293952]
likelihood error: 2.2156e-06
current f = [3.2e-06 7.9e-07 -3e-06 -2.7e-07]
w =
0.711296558832328
0.179648701568784
-0.676082878702233
-0.068523728289287
pic =
Columns 1 through 4
[0.259401256600105] [0.150030674990702] [0.262813445652582] [0.166670411991053]
Column 5
[0.161084210765558]
mu =
Columns 1 through 3
[-1.220809032586065] [-0.037298638721473] [1.224249664896364]
Columns 4 through 5
[0.584379522613492] [-0.601379941297778]
sigma2 =
Columns 1 through 4
[0.046141071544496] [0.242801605958035] [0.048953554258301] [0.169296713520805]
Column 5
[0.164906527293952]
Likelihood error: 0.12831
current f = [3.2e-06 8.1e-07 -3.1e-06 -2.7e-07]
w =
0.711281100256851
0.179690337978356
-0.676085658264277
-0.068547593362497
pic =
Columns 1 through 4
[0.260155837414879] [0.149400177024069] [0.263261519685512] [0.166418408366721]
Column 5
[0.160764057508818]
mu =
Columns 1 through 3
[-1.220078191735755] [-0.037408069261872] [1.223646729472912]
Columns 4 through 5
[0.579261634479618] [-0.594285564517147]
sigma2 =
Columns 1 through 4
[0.046318591249823] [0.249657671487789] [0.049116278639757] [0.171100540061334]
Column 5
[0.166544640041012]
likelihood error: 0.081544
current f = [3.2e-06 8.1e-07 -3.1e-06 -2.7e-07]
w =
0.711281093376376
0.179690367134652
-0.676085655440390
-0.068547616179058
pic =
Columns 1 through 4
[0.260155837414879] [0.149400177024069] [0.263261519685512] [0.166418408366721]
Column 5
[0.160764057508818]
mu =
Columns 1 through 3
[-1.220079394431891] [-0.037407467310190] [1.223646573864719]
Columns 4 through 5
[0.579261131471731] [-0.594283402131068]
sigma2 =
Columns 1 through 4
[0.046318881653459] [0.249656441343420] [0.049116081129235] [0.171100612047913]
Column 5
[0.166544726285867]
likelihood error: 2.2122e-06
current f = [3.2e-06 8.1e-07 -3.1e-06 -2.7e-07]
w =
0.711281093376376
0.179690367134652
-0.676085655440390
-0.068547616179058
pic =
Columns 1 through 4
[0.260155837414879] [0.149400177024069] [0.263261519685512] [0.166418408366721]
Column 5
[0.160764057508818]
mu =
Columns 1 through 3
[-1.220079394431891] [-0.037407467310190] [1.223646573864719]
Columns 4 through 5
[0.579261131471731] [-0.594283402131068]
sigma2 =
Columns 1 through 4
[0.046318881653459] [0.249656441343420] [0.049116081129235] [0.171100612047913]
Column 5
[0.166544726285867]
Likelihood error: 0.10189
current f = [3.3e-06 8.2e-07 -3.2e-06 -2.8e-07]
w =
0.711269122222170
0.179725744847284
-0.676086607055331
-0.068569697105174
pic =
Columns 1 through 4
[0.260877094774350] [0.148717960160870] [0.263720737268332] [0.166177677127546]
Column 5
[0.160506530668902]
mu =
Columns 1 through 3
[-1.219409551300392] [-0.037473092763294] [1.223089022940384]
Columns 4 through 5
[0.574451433840735] [-0.587677612982027]
sigma2 =
Columns 1 through 4
[0.046480123161223] [0.255743156914813] [0.049263801930257] [0.172610115224107]
Column 5
[0.167927673380634]
likelihood error: 0.06568
current f = [3.3e-06 8.2e-07 -3.2e-06 -2.8e-07]
w =
0.711269118726597
0.179725769593441
-0.676086601822333
-0.068569720099553
pic =
Columns 1 through 4
[0.260877094774350] [0.148717960160870] [0.263720737268332] [0.166177677127546]
Column 5
[0.160506530668902]
mu =
Columns 1 through 3
[-1.219410635229919] [-0.037472566052988] [1.223088947048316]
Columns 4 through 5
[0.574450852963448] [-0.587675613151713]
sigma2 =
Columns 1 through 4
[0.046480358371815] [0.255741951631786] [0.049263664410845] [0.172610175266521]
Column 5
[0.167927733036881]
likelihood error: 2.1574e-06
current f = [3.3e-06 8.2e-07 -3.2e-06 -2.8e-07]
w =
0.711269118726597
0.179725769593441
-0.676086601822333
-0.068569720099553
pic =
Columns 1 through 4
[0.260877094774350] [0.148717960160870] [0.263720737268332] [0.166177677127546]
Column 5
[0.160506530668902]
mu =
Columns 1 through 3
[-1.219410635229919] [-0.037472566052988] [1.223088947048316]
Columns 4 through 5
[0.574450852963448] [-0.587675613151713]
sigma2 =
Columns 1 through 4
[0.046480358371815] [0.255741951631786] [0.049263664410845] [0.172610175266521]
Column 5
[0.167927733036881]
Likelihood error: 0.081546
current f = [3.3e-06 8.3e-07 -3.2e-06 -2.8e-07]
w =
0.711259237412110
0.179756612923047
-0.676086757399105
-0.068589832378158
pic =
Columns 1 through 4
[0.261561743542362] [0.147991677981250] [0.264181573532743] [0.165954807236714]
Column 5
[0.160310197706932]
mu =
Columns 1 through 3
[-1.218792058376813] [-0.037496151451780] [1.222568982283915]
Columns 4 through 5
[0.569959800572335] [-0.581556033967260]
sigma2 =
Columns 1 through 4
[0.046628614251948] [0.261117972362002] [0.049399614849859] [0.173882178588551]
Column 5
[0.169106836269056]
likelihood error: 0.05321
current f = [3.3e-06 8.3e-07 -3.2e-06 -2.8e-07]
w =
0.711259235410088
0.179756634500113
-0.676086751569991
-0.068589854047579
pic =
Columns 1 through 4
[0.261561743542362] [0.147991677981250] [0.264181573532743] [0.165954807236714]
Column 5
[0.160310197706932]
mu =
Columns 1 through 3
[-1.218793032319512] [-0.037495682884286] [1.222568942828557]
Columns 4 through 5
[0.569959221352579] [-0.581554212803412]
sigma2 =
Columns 1 through 4
[0.046628815417050] [0.261116842889011] [0.049399510278875] [0.173882225437494]
Column 5
[0.169106866585564]
likelihood error: 2.016e-06
current f = [3.3e-06 8.3e-07 -3.2e-06 -2.8e-07]
w =
0.711259235410088
0.179756634500113
-0.676086751569991
-0.068589854047579
pic =
Columns 1 through 4
[0.261561743542362] [0.147991677981250] [0.264181573532743] [0.165954807236714]
Column 5
[0.160310197706932]
mu =
Columns 1 through 3
[-1.218793032319512] [-0.037495682884286] [1.222568942828557]
Columns 4 through 5
[0.569959221352579] [-0.581554212803412]
sigma2 =
Columns 1 through 4
[0.046628815417050] [0.261116842889011] [0.049399510278875] [0.173882225437494]
Column 5
[0.169106866585564]
Likelihood error: 0.065682
current f = [3.4e-06 8.4e-07 -3.2e-06 -2.9e-07]
w =
0.711250541410011
0.179783972294388
-0.676086809830480
-0.068607781365703
pic =
Columns 1 through 4
[0.262208205532517] [0.147228605872028] [0.264636900423965] [0.165754128411893]
Column 5
[0.160172159759598]
mu =
Columns 1 through 3
[-1.218219022657018] [-0.037479403910622] [1.222081303108309]
Columns 4 through 5
[0.565786462518211] [-0.575907032985198]
sigma2 =
Columns 1 through 4
[0.046766289018558] [0.265843064463989] [0.049525904145636] [0.174961846399455]
Column 5
[0.170121853430046]
likelihood error: 0.043361
current f = [3.4e-06 8.4e-07 -3.2e-06 -2.9e-07]
w =
0.711250539645507
0.179783991459519
-0.676086804634939
-0.068607800635204
pic =
Columns 1 through 4
[0.262208205532517] [0.147228605872028] [0.264636900423965] [0.165754128411893]
Column 5
[0.160172159759598]
mu =
Columns 1 through 3
[-1.218219888160600] [-0.037478983890165] [1.222081271346329]
Columns 4 through 5
[0.565785940799462] [-0.575905409814278]
sigma2 =
Columns 1 through 4
[0.046766469395148] [0.265842050379579] [0.049525814393064] [0.174961880733814]
Column 5
[0.170121855778689]
likelihood error: 1.7984e-06
current f = [3.4e-06 8.4e-07 -3.2e-06 -2.9e-07]
w =
0.711250539645507
0.179783991459519
-0.676086804634939
-0.068607800635204
pic =
Columns 1 through 4
[0.262208205532517] [0.147228605872028] [0.264636900423965] [0.165754128411893]
Column 5
[0.160172159759598]
mu =
Columns 1 through 3
[-1.218219888160600] [-0.037478983890165] [1.222081271346329]
Columns 4 through 5
[0.565785940799462] [-0.575905409814278]
sigma2 =
Columns 1 through 4
[0.046766469395148] [0.265842050379579] [0.049525814393064] [0.174961880733814]
Column 5
[0.170121855778689]
Likelihood error: 0.053212
current f = [3.4e-06 8.5e-07 -3.3e-06 -2.9e-07]
w =
0.711242469373805
0.179808465372037
-0.676087202279992
-0.068623406926296
pic =
Columns 1 through 4
[0.262816042125803] [0.146435504131000] [0.265081452963217] [0.165578294447204]
Column 5
[0.160088706332777]
mu =
Columns 1 through 3
[-1.217685778138888] [-0.037425393060757] [1.221622465423397]
Columns 4 through 5
[0.561923300225578] [-0.570709098386902]
sigma2 =
Columns 1 through 4
[0.046894624069213] [0.269980055233725] [0.049644136207337] [0.175884873276675]
Column 5
[0.171003525977503]
likelihood error: 0.035557
current f = [3.4e-06 8.5e-07 -3.3e-06 -2.9e-07]
w =
0.711242467077399
0.179808482602668
-0.676087198466198
-0.068623423152933
pic =
Columns 1 through 4
[0.262816042125803] [0.146435504131000] [0.265081452963217] [0.165578294447204]
Column 5
[0.160088706332777]
mu =
Columns 1 through 3
[-1.217686536199457] [-0.037425015753244] [1.221622423664728]
Columns 4 through 5
[0.561922870537821] [-0.570707685440268]
sigma2 =
Columns 1 through 4
[0.046894791662597] [0.269979181488221] [0.049644049682027] [0.175884897086779]
Column 5
[0.171003504635490]
likelihood error: 1.5332e-06
current f = [3.4e-06 8.5e-07 -3.3e-06 -2.9e-07]
w =
0.711242467077399
0.179808482602668
-0.676087198466198
-0.068623423152933
pic =
Columns 1 through 4
[0.262816042125803] [0.146435504131000] [0.265081452963217] [0.165578294447204]
Column 5
[0.160088706332777]
mu =
Columns 1 through 3
[-1.217686536199457] [-0.037425015753244] [1.221622423664728]
Columns 4 through 5
[0.561922870537821] [-0.570707685440268]
sigma2 =
Columns 1 through 4
[0.046894791662597] [0.269979181488221] [0.049644049682027] [0.175884897086779]
Column 5
[0.171003504635490]
Likelihood error: 0.043363
current f = [3.4e-06 8.5e-07 -3.3e-06 -2.9e-07]
w =
0.711234687074756
0.179830517946706
-0.676088176518843
-0.068636680250129
pic =
Columns 1 through 4
[0.263385573492060] [0.145618525696696] [0.265511411447949] [0.165428734491786]
Column 5
[0.160055754871509]
mu =
Columns 1 through 3
[-1.217188983720244] [-0.037336929282064] [1.221190148061825]
Columns 4 through 5
[0.558356828918420] [-0.565935903030501]
sigma2 =
Columns 1 through 4
[0.047014601338536] [0.273589678049508] [0.049755277556728] [0.176679594999746]
Column 5
[0.171775806360545]
likelihood error: 0.029359
current f = [3.4e-06 8.5e-07 -3.3e-06 -2.9e-07]
w =
0.711234683831812
0.179830533556721
-0.676088174468461
-0.068636693152299
pic =
Columns 1 through 4
[0.263385573492060] [0.145618525696696] [0.265511411447949] [0.165428734491786]
Column 5
[0.160055754871509]
mu =
Columns 1 through 3
[-1.217189637252548] [-0.037336590637304] [1.221190086661109]
Columns 4 through 5
[0.558356508688148] [-0.565934702842999]
sigma2 =
Columns 1 through 4
[0.047014760725281] [0.273588956024442] [0.049755187389613] [0.176679610878831]
Column 5
[0.171775767022024]
likelihood error: 1.2508e-06
current f = [3.4e-06 8.5e-07 -3.3e-06 -2.9e-07]
w =
0.711234683831812
0.179830533556721
-0.676088174468461
-0.068636693152299
pic =
Columns 1 through 4
[0.263385573492060] [0.145618525696696] [0.265511411447949] [0.165428734491786]
Column 5
[0.160055754871509]
mu =
Columns 1 through 3
[-1.217189637252548] [-0.037336590637304] [1.221190086661109]
Columns 4 through 5
[0.558356508688148] [-0.565934702842999]
sigma2 =
Columns 1 through 4
[0.047014760725281] [0.273588956024442] [0.049755187389613] [0.176679610878831]
Column 5
[0.171775767022024]
Likelihood error: 0.035559
current f = [3.4e-06 8.6e-07 -3.3e-06 -2.9e-07]
w =
0.711227014509334
0.179850433603270
-0.676089834462151
-0.068647670993590
pic =
Columns 1 through 4
[0.263917627522172] [0.144783164433272] [0.265924080159317] [0.165305993509408]
Column 5
[0.160069134375831]
mu =
Columns 1 through 3
[-1.216726138980569] [-0.037216950813433] [1.220782798915458]
Columns 4 through 5
[0.555070178584188] [-0.561558516624055]
sigma2 =
Columns 1 through 4
[0.047126885620195] [0.276730404797975] [0.049859959276970] [0.177368504470228]
Column 5
[0.172457399511180]
likelihood error: 0.024425
current f = [3.4e-06 8.6e-07 -3.3e-06 -2.9e-07]
w =
0.711227010152673
0.179850447809789
-0.676089834294558
-0.068647680561613
pic =
Columns 1 through 4
[0.263917627522172] [0.144783164433272] [0.265924080159317] [0.165305993509408]
Column 5
[0.160069134375831]
mu =
Columns 1 through 3
[-1.216726693287314] [-0.037216647569027] [1.220782713838295]
Columns 4 through 5
[0.555069972551267] [-0.561557522865433]
sigma2 =
Columns 1 through 4
[0.047127039192046] [0.276729835006664] [0.049859861931946] [0.177368515066683]
Column 5
[0.172457348107185]
likelihood error: 9.7538e-07
current f = [3.4e-06 8.6e-07 -3.3e-06 -2.9e-07]
w =
0.711227010152673
0.179850447809789
-0.676089834294558
-0.068647680561613
pic =
Columns 1 through 4
[0.263917627522172] [0.144783164433272] [0.265924080159317] [0.165305993509408]
Column 5
[0.160069134375831]
mu =
Columns 1 through 3
[-1.216726693287314] [-0.037216647569027] [1.220782713838295]
Columns 4 through 5
[0.555069972551267] [-0.561557522865433]
sigma2 =
Columns 1 through 4
[0.047127039192046] [0.276729835006664] [0.049859861931946] [0.177368515066683]
Column 5
[0.172457348107185]
Likelihood error: 0.02936
current f = [3.4e-06 8.6e-07 -3.3e-06 -2.9e-07]
w =
0.711219372289327
0.179868445583812
-0.676092183180122
-0.068656523834984
pic =
Columns 1 through 4
[0.264413374451028] [0.143934238957503] [0.266317641025798] [0.165209985283209]
Column 5
[0.160124760282463]
mu =
Columns 1 through 3
[-1.216295257620458] [-0.037068393851537] [1.220399330017792]
Columns 4 through 5
[0.552044614439931] [-0.557547037870522]
sigma2 =
Columns 1 through 4
[0.047231946190080] [0.279457369168395] [0.049958596255886] [0.177969510772963]
Column 5
[0.173062992045457]
likelihood error: 0.020486
current f = [3.4e-06 8.6e-07 -3.3e-06 -2.9e-07]
w =
0.711219366816135
0.179868458545963
-0.676092184838065
-0.068656530247023
pic =
Columns 1 through 4
[0.264413374451028] [0.143934238957503] [0.266317641025798] [0.165209985283209]
Column 5
[0.160124760282463]
mu =
Columns 1 through 3
[-1.216295720010490] [-0.037068123067198] [1.220399220957406]
Columns 4 through 5
[0.552044518578458] [-0.557546237433691]
sigma2 =
Columns 1 through 4
[0.047232094993129] [0.279456944269650] [0.049958490475775] [0.177969518448723]
Column 5
[0.173062933987986]
likelihood error: 7.2357e-07
current f = [3.4e-06 8.6e-07 -3.3e-06 -2.9e-07]
w =
0.711219366816135
0.179868458545963
-0.676092184838065
-0.068656530247023
pic =
Columns 1 through 4
[0.264413374451028] [0.143934238957503] [0.266317641025798] [0.165209985283209]
Column 5
[0.160124760282463]
mu =
Columns 1 through 3
[-1.216295720010490] [-0.037068123067198] [1.220399220957406]
Columns 4 through 5
[0.552044518578458] [-0.557546237433691]
sigma2 =
Columns 1 through 4
[0.047232094993129] [0.279456944269650] [0.049958490475775] [0.177969518448723]
Column 5
[0.173062933987986]
Likelihood error: 0.024426
current f = [3.5e-06 8.6e-07 -3.3e-06 -2.9e-07]
w =
0.711211744174702
0.179884745100348
-0.676095169390197
-0.068663432982112
pic =
Columns 1 through 4
[0.264874216032800] [0.143075905577699] [0.266690963453271] [0.165140178948334]
Column 5
[0.160218735987896]
mu =
Columns 1 through 3
[-1.215894653809120] [-0.036894088315363] [1.220038908900166]
Columns 4 through 5
[0.549260661968342] [-0.553871755031550]
sigma2 =
Columns 1 through 4
[0.047330138030672] [0.281821619993084] [0.050051471253516] [0.178496934220302]
Column 5
[0.173604192638768]
likelihood error: 0.017333
current f = [3.5e-06 8.6e-07 -3.3e-06 -2.9e-07]
w =
0.711211737684479
0.179884756941938
-0.676095172706150
-0.068663436534162
pic =
Columns 1 through 4
[0.264874216032800] [0.143075905577699] [0.266690963453271] [0.165140178948334]
Column 5
[0.160218735987896]
mu =
Columns 1 through 3
[-1.215895032940272] [-0.036893847183384] [1.220038777870905]
Columns 4 through 5
[0.549260666675344] [-0.553871130325487]
sigma2 =
Columns 1 through 4
[0.047330282323725] [0.281821327519820] [0.050051357270671] [0.178496940883217]
Column 5
[0.173604132430553]
likelihood error: 5.0452e-07
current f = [3.5e-06 8.6e-07 -3.3e-06 -2.9e-07]
w =
0.711211737684479
0.179884756941938
-0.676095172706150
-0.068663436534162
pic =
Columns 1 through 4
[0.264874216032800] [0.143075905577699] [0.266690963453271] [0.165140178948334]
Column 5
[0.160218735987896]
mu =
Columns 1 through 3
[-1.215895032940272] [-0.036893847183384] [1.220038777870905]
Columns 4 through 5
[0.549260666675344] [-0.553871130325487]
sigma2 =
Columns 1 through 4
[0.047330282323725] [0.281821327519820] [0.050051357270671] [0.178496940883217]
Column 5
[0.173604132430553]
Likelihood error: 0.020487
current f = [3.5e-06 8.6e-07 -3.3e-06 -2.9e-07]
w =
0.711204151151996
0.179899496669758
-0.676098704950108
-0.068668619650535
pic =
Columns 1 through 4
[0.265301708685649] [0.142211693157870] [0.267043455688841] [0.165095736125569]
Column 5
[0.160347406342070]
mu =
Columns 1 through 3
[-1.215522807612093] [-0.036696684142830] [1.219700821779016]
Columns 4 through 5
[0.546698907138469] [-0.550503934779703]
sigma2 =
Columns 1 through 4
[0.047421754440592] [0.283869688431899] [0.050138792373370] [0.178962286654846]
Column 5
[0.174090249652343]
likelihood error: 0.014801
current f = [3.5e-06 8.6e-07 -3.3e-06 -2.9e-07]
w =
0.711204143801675
0.179899507492563
-0.676098709695477
-0.068668620702219
pic =
Columns 1 through 4
[0.265301708685649] [0.142211693157870] [0.267043455688841] [0.165095736125569]
Column 5
[0.160347406342070]
mu =
Columns 1 through 3
[-1.215523112828750] [-0.036696469934491] [1.219700672099836]
Columns 4 through 5
[0.546698999677183] [-0.550503465764883]
sigma2 =
Columns 1 through 4
[0.047421894059859] [0.283869513016016] [0.050138671329095] [0.178962293713472]
Column 5
[0.174090190758308]
likelihood error: 3.2171e-07
current f = [3.5e-06 8.6e-07 -3.3e-06 -2.9e-07]
w =
0.711204143801675
0.179899507492563
-0.676098709695477
-0.068668620702219
pic =
Columns 1 through 4
[0.265301708685649] [0.142211693157870] [0.267043455688841] [0.165095736125569]
Column 5
[0.160347406342070]
mu =
Columns 1 through 3
[-1.215523112828750] [-0.036696469934491] [1.219700672099836]
Columns 4 through 5
[0.546698999677183] [-0.550503465764883]
sigma2 =
Columns 1 through 4
[0.047421894059859] [0.283869513016016] [0.050138671329095] [0.178962293713472]
Column 5
[0.174090190758308]
Likelihood error: 0.017334
current f = [3.5e-06 8.6e-07 -3.3e-06 -2.9e-07]
w =
0.711196633802528
0.179912846350142
-0.676102685040628
-0.068672314222833
pic =
Columns 1 through 4
[0.265697507744231] [0.141344552837232] [0.267374947020902] [0.165075611776688]
Column 5
[0.160507380620947]
mu =
Columns 1 through 3
[-1.215178284520875] [-0.036478606462311] [1.219384388714078]
Columns 4 through 5
[0.544340539651804] [-0.547416326300529]
sigma2 =
Columns 1 through 4
[0.047507059769695] [0.285643423698003] [0.050220730941959] [0.179374880011150]
Column 5
[0.174528597785602]
likelihood error: 0.012758
current f = [3.5e-06 8.6e-07 -3.3e-06 -2.9e-07]
w =
0.711196625775068
0.179912856241688
-0.676102690960781
-0.068672313157706
pic =
Columns 1 through 4
[0.265697507744231] [0.141344552837232] [0.267374947020902] [0.165075611776688]
Column 5
[0.160507380620947]
mu =
Columns 1 through 3
[-1.215178525297511] [-0.036478416534786] [1.219384224298750]
Columns 4 through 5
[0.544340705933009] [-0.547415992106119]
sigma2 =
Columns 1 through 4
[0.047507194360855] [0.285643348760139] [0.050220604469380] [0.179374888404459]
Column 5
[0.174528542668117]
likelihood error: 1.7463e-07
current f = [3.5e-06 8.6e-07 -3.3e-06 -2.9e-07]
w =
0.711196625775068
0.179912856241688
-0.676102690960781
-0.068672313157706
pic =
Columns 1 through 4
[0.265697507744231] [0.141344552837232] [0.267374947020902] [0.165075611776688]
Column 5
[0.160507380620947]
mu =
Columns 1 through 3
[-1.215178525297511] [-0.036478416534786] [1.219384224298750]
Columns 4 through 5
[0.544340705933009] [-0.547415992106119]
sigma2 =
Columns 1 through 4
[0.047507194360855] [0.285643348760139] [0.050220604469380] [0.179374888404459]
Column 5
[0.174528542668117]
Likelihood error: 0.014801
current f = [3.5e-06 8.6e-07 -3.3e-06 -2.9e-07]
w =
0.711189240613033
0.179924926144313
-0.676107000627139
-0.068674743205275
pic =
Columns 1 through 4
[0.266063325161342] [0.140476916328758] [0.267685593255186] [0.165078628520918]
Column 5
[0.160695536733797]
mu =
Columns 1 through 3
[-1.214859691022037] [-0.036242034810700] [1.219088915218171]
Columns 4 through 5
[0.542167699447828] [-0.544583453279761]
sigma2 =
Columns 1 through 4
[0.047586308638096] [0.287180039791619] [0.050297445313197] [0.179742299208452]
Column 5
[0.174925273970692]
likelihood error: 0.011104
current f = [3.5e-06 8.6e-07 -3.3e-06 -2.9e-07]
w =
0.711189232096254
0.179924935182382
-0.676107007465252
-0.068674740403261
pic =
Columns 1 through 4
[0.266063325161342] [0.140476916328758] [0.267685593255186] [0.165078628520918]
Column 5
[0.160695536733797]
mu =
Columns 1 through 3
[-1.214859876544662] [-0.036241866635295] [1.219088740099465]
Columns 4 through 5
[0.542167925265519] [-0.544583233388211]
sigma2 =
Columns 1 through 4
[0.047586437798447] [0.287180048748571] [0.050297315246471] [0.179742309474294]
Column 5
[0.174925224213124]
likelihood error: 6.0415e-08
current f = [3.5e-06 8.6e-07 -3.3e-06 -2.9e-07]
w =
0.711189232096254
0.179924935182382
-0.676107007465252
-0.068674740403261
pic =
Columns 1 through 4
[0.266063325161342] [0.140476916328758] [0.267685593255186] [0.165078628520918]
Column 5
[0.160695536733797]
mu =
Columns 1 through 3
[-1.214859876544662] [-0.036241866635295] [1.219088740099465]
Columns 4 through 5
[0.542167925265519] [-0.544583233388211]
sigma2 =
Columns 1 through 4
[0.047586437798447] [0.287180048748571] [0.050297315246471] [0.179742309474294]
Column 5
[0.174925224213124]
Likelihood error: 0.012758
current f = [3.5e-06 8.6e-07 -3.3e-06 -2.9e-07]
w =
0.711182020515755
0.179935856377880
-0.676111546579491
-0.068676120406335
pic =
Columns 1 through 4
[0.266400896272439] [0.139610757685068] [0.267975800181689] [0.165103531498546]
Column 5
[0.160909014362258]
mu =
Columns 1 through 3
[-1.214565653402507] [-0.035988900575065] [1.218813668573832]
Columns 4 through 5
[0.540163677142474] [-0.541981752415330]
sigma2 =
Columns 1 through 4
[0.047659756186665] [0.288512315054696] [0.050369094819426] [0.180070768848392]
Column 5
[0.175285233562931]
likelihood error: 0.0097594
current f = [3.5e-06 8.6e-07 -3.3e-06 -2.9e-07]
w =
0.711182011688839
0.179935864633101
-0.676111554091921
-0.068676116225778
pic =
Columns 1 through 4
[0.266400896272439] [0.139610757685068] [0.267975800181689] [0.165103531498546]
Column 5
[0.160909014362258]
mu =
Columns 1 through 3
[-1.214565792282561] [-0.035988751767609] [1.218813486601204]
Columns 4 through 5
[0.540163948981723] [-0.541981627464347]
sigma2 =
Columns 1 through 4
[0.047659879547177] [0.288512392127814] [0.050368962998958] [0.180070781206160]
Column 5
[0.175285190029596]
likelihood error: 2.5095e-08
current f = [3.5e-06 8.6e-07 -3.3e-06 -2.9e-07]
w =
0.711182011688839
0.179935864633101
-0.676111554091921
-0.068676116225778
pic =
Columns 1 through 4
[0.266400896272439] [0.139610757685068] [0.267975800181689] [0.165103531498546]
Column 5
[0.160909014362258]
mu =
Columns 1 through 3
[-1.214565792282561] [-0.035988751767609] [1.218813486601204]
Columns 4 through 5
[0.540163948981723] [-0.541981627464347]
sigma2 =
Columns 1 through 4
[0.047659879547177] [0.288512392127814] [0.050368962998958] [0.180070781206160]
Column 5
[0.175285190029596]
Likelihood error: 0.011104
current f = [3.4e-06 8.6e-07 -3.3e-06 -2.9e-07]
w =
0.711175018401504
0.179945747043918
-0.676116226590149
-0.068676641531270
pic =
Columns 1 through 4
[0.266711953166298] [0.138747654685941] [0.268246161302341] [0.165149028889476]
Column 5
[0.161145201955944]
mu =
Columns 1 through 3
[-1.214294810898511] [-0.035720897086716] [1.218557870217239]
Columns 4 through 5
[0.538313009328903] [-0.539589604431732]
sigma2 =
Columns 1 through 4
[0.047727662559137] [0.289668892467445] [0.050435847021458] [0.180365437353089]
Column 5
[0.175612590696384]
likelihood error: 0.0086608
current f = [3.4e-06 8.6e-07 -3.3e-06 -2.9e-07]
w =
0.711175009427004
0.179945754581235
-0.676116234555530
-0.068676636298256
pic =
Columns 1 through 4
[0.266711953166298] [0.138747654685941] [0.268246161302341] [0.165149028889476]
Column 5
[0.161145201955944]
mu =
Columns 1 through 3
[-1.214294910998712] [-0.035720765431745] [1.218557684879722]
Columns 4 through 5
[0.538313314851485] [-0.539589556705703]
sigma2 =
Columns 1 through 4
[0.047727779827120] [0.289669023179286] [0.050435715170612] [0.180365451785577]
Column 5
[0.175612553696560]
likelihood error: 8.6462e-08
current f = [3.4e-06 8.6e-07 -3.3e-06 -2.9e-07]
w =
0.711175009427004
0.179945754581235
-0.676116234555530
-0.068676636298256
pic =
Columns 1 through 4
[0.266711953166298] [0.138747654685941] [0.268246161302341] [0.165149028889476]
Column 5
[0.161145201955944]
mu =
Columns 1 through 3
[-1.214294910998712] [-0.035720765431745] [1.218557684879722]
Columns 4 through 5
[0.538313314851485] [-0.539589556705703]
sigma2 =
Columns 1 through 4
[0.047727779827120] [0.289669023179286] [0.050435715170612] [0.180365451785577]
Column 5
[0.175612553696560]
Likelihood error: 0.0097594
current f = [3.4e-06 8.6e-07 -3.3e-06 -2.9e-07]
w =
0.711168272684510
0.179954698649600
-0.676120955799977
-0.068676481381639
pic =
Columns 1 through 4
[0.266998203269606] [0.137888847185150] [0.268497407114807] [0.165213821765180]
Column 5
[0.161401720665257]
mu =
Columns 1 through 3
[-1.214045817147827] [-0.035439497645225] [1.218320698003886]
Columns 4 through 5
[0.536601500725060] [-0.537387292713917]
sigma2 =
Columns 1 through 4
[0.047790293830051] [0.290674637812245] [0.050497880559200] [0.180630597234784]
Column 5
[0.175910801080778]
likelihood error: 0.0077592
current f = [3.4e-06 8.6e-07 -3.3e-06 -2.9e-07]
w =
0.711168263704267
0.179954705529090
-0.676120964023837
-0.068676475384627
pic =
Columns 1 through 4
[0.266998203269606] [0.137888847185150] [0.268497407114807] [0.165213821765180]
Column 5
[0.161401720665257]
mu =
Columns 1 through 3
[-1.214045885495599] [-0.035439381111263] [1.218320512340817]
Columns 4 through 5
[0.536601829021220] [-0.537387306398143]
sigma2 =
Columns 1 through 4
[0.047790404806728] [0.290674809250624] [0.050497750213023] [0.180630613561179]
Column 5
[0.175910770518773]
likelihood error: 1.2817e-07
current f = [3.4e-06 8.6e-07 -3.3e-06 -2.9e-07]
w =
0.711168263704267
0.179954705529090
-0.676120964023837
-0.068676475384627
pic =
Columns 1 through 4
[0.266998203269606] [0.137888847185150] [0.268497407114807] [0.165213821765180]
Column 5
[0.161401720665257]
mu =
Columns 1 through 3
[-1.214045885495599] [-0.035439381111263] [1.218320512340817]
Columns 4 through 5
[0.536601829021220] [-0.537387306398143]
sigma2 =
Columns 1 through 4
[0.047790404806728] [0.290674809250624] [0.050497750213023] [0.180630613561179]
Column 5
[0.175910770518773]
Likelihood error: 0.0086607
current f = [3.4e-06 8.6e-07 -3.3e-06 -2.9e-07]
w =
0.711161814247772
0.179962802845033
-0.676125661836382
-0.068675792942461
pic =
Columns 1 through 4
[0.267261312299203] [0.137035290756065] [0.268730363914841] [0.165296625937668]
Column 5
[0.161676407092223]
mu =
Columns 1 through 3
[-1.213817345947828] [-0.035145977788202] [1.218101294049336]
Columns 4 through 5
[0.535016197459932] [-0.535356915730940]
sigma2 =
Columns 1 through 4
[0.047847920881724] [0.291551022696265] [0.050555385246552] [0.180869856123023]
Column 5
[0.176182801185756]
likelihood error: 0.0070161
current f = [3.4e-06 8.6e-07 -3.3e-06 -2.9e-07]
w =
0.711161805381511
0.179962809122390
-0.676125670152686
-0.068675786430635
pic =
Columns 1 through 4
[0.267261312299203] [0.137035290756065] [0.268730363914841] [0.165296625937668]
Column 5
[0.161676407092223]
mu =
Columns 1 through 3
[-1.213817388712946] [-0.035145874534257] [1.218101110620387]
Columns 4 through 5
[0.535016539136774] [-0.535356976993798]
sigma2 =
Columns 1 through 4
[0.047848025464441] [0.291551223611992] [0.050555257717247] [0.180869874059552]
Column 5
[0.176182776688638]
likelihood error: 1.5431e-07
current f = [3.4e-06 8.6e-07 -3.3e-06 -2.9e-07]
w =
0.711161805381511
0.179962809122390
-0.676125670152686
-0.068675786430635
pic =
Columns 1 through 4
[0.267261312299203] [0.137035290756065] [0.268730363914841] [0.165296625937668]
Column 5
[0.161676407092223]
mu =
Columns 1 through 3
[-1.213817388712946] [-0.035145874534257] [1.218101110620387]
Columns 4 through 5
[0.535016539136774] [-0.535356976993798]
sigma2 =
Columns 1 through 4
[0.047848025464441] [0.291551223611992] [0.050555257717247] [0.180869874059552]
Column 5
[0.176182776688638]
Likelihood error: 0.0077591
current f = [3.4e-06 8.6e-07 -3.3e-06 -2.9e-07]
w =
0.711155666284971
0.179970142973263
-0.676130284796398
-0.068674707767184
pic =
Columns 1 through 4
[0.267502890992821] [0.136187704761516] [0.268945920517567] [0.165396187753639]
Column 5
[0.161967295974458]
mu =
Columns 1 through 3
[-1.213608098758628] [-0.034841439123044] [1.217898775238294]
Columns 4 through 5
[0.533545329471998] [-0.533482272282586]
sigma2 =
Columns 1 through 4
[0.047900817227537] [0.292316508543884] [0.050608560557427] [0.181086269902451]
Column 5
[0.176431114421912]
likelihood error: 0.0064008
current f = [3.4e-06 8.6e-07 -3.3e-06 -2.9e-07]
w =
0.711155657630612
0.179970148700089
-0.676130293067032
-0.068674700951298
pic =
Columns 1 through 4
[0.267502890992821] [0.136187704761516] [0.268945920517567] [0.165396187753639]
Column 5
[0.161967295974458]
mu =
Columns 1 through 3
[-1.213608121275377] [-0.034841347497656] [1.217898596131926]
Columns 4 through 5
[0.533545676632887] [-0.533482369239418]
sigma2 =
Columns 1 through 4
[0.047900915403135] [0.292316729335106] [0.050608436924909] [0.181086289110040]
Column 5
[0.176431095442578]
likelihood error: 1.6846e-07
current f = [3.4e-06 8.6e-07 -3.3e-06 -2.9e-07]
w =
0.711155657630612
0.179970148700089
-0.676130293067032
-0.068674700951298
pic =
Columns 1 through 4
[0.267502890992821] [0.136187704761516] [0.268945920517567] [0.165396187753639]
Column 5
[0.161967295974458]
mu =
Columns 1 through 3
[-1.213608121275377] [-0.034841347497656] [1.217898596131926]
Columns 4 through 5
[0.533545676632887] [-0.533482369239418]
sigma2 =
Columns 1 through 4
[0.047900915403135] [0.292316729335106] [0.050608436924909] [0.181086289110040]
Column 5
[0.176431095442578]
Likelihood error: 0.007016
current f = [3.4e-06 8.6e-07 -3.3e-06 -2.9e-07]
w =
0.711149844694993
0.179976794603483
-0.676134776567104
-0.068673337199244
pic =
Columns 1 through 4
[0.267724485139720] [0.135346614550203] [0.269145001595946] [0.165511295276946]
Column 5
[0.162272603437185]
mu =
Columns 1 through 3
[-1.213416812383113] [-0.034526832892783] [1.217712244513547]
Columns 4 through 5
[0.532178234983149] [-0.531748733060392]
sigma2 =
Columns 1 through 4
[0.047949256423647] [0.292986915379710] [0.050657613282277] [0.181282446720537]
Column 5
[0.176657932368141]
likelihood error: 0.005889
current f = [3.4e-06 8.6e-07 -3.3e-06 -2.9e-07]
w =
0.711149836330057
0.179976799827498
-0.676134784680106
-0.068673330254025
pic =
Columns 1 through 4
[0.267724485139720] [0.135346614550203] [0.269145001595946] [0.165511295276946]
Column 5
[0.162272603437185]
mu =
Columns 1 through 3
[-1.213416819201147] [-0.034526751427373] [1.217712071378759]
Columns 4 through 5
[0.532178581138737] [-0.531748855661245]
sigma2 =
Columns 1 through 4
[0.047949348257291] [0.292987148003422] [0.050657494401080] [0.181282466840457]
Column 5
[0.176657918264826]
likelihood error: 1.7362e-07
current f = [3.4e-06 8.6e-07 -3.3e-06 -2.9e-07]
w =
0.711149836330057
0.179976799827498
-0.676134784680106
-0.068673330254025
pic =
Columns 1 through 4
[0.267724485139720] [0.135346614550203] [0.269145001595946] [0.165511295276946]
Column 5
[0.162272603437185]
mu =
Columns 1 through 3
[-1.213416819201147] [-0.034526751427373] [1.217712071378759]
Columns 4 through 5
[0.532178581138737] [-0.531748855661245]
sigma2 =
Columns 1 through 4
[0.047949348257291] [0.292987148003422] [0.050657494401080] [0.181282466840457]
Column 5
[0.176657918264826]
Likelihood error: 0.0064006
current f = [3.4e-06 8.5e-07 -3.3e-06 -2.9e-07]
w =
0.711144358789349
0.179982826069065
-0.676139099765287
-0.068671774083819
pic =
Columns 1 through 4
[0.267927568478005] [0.134512387877927] [0.269328546549062] [0.165640785942958]
Column 5
[0.162590711152047]
mu =
Columns 1 through 3
[-1.213242265926703] [-0.034202982125887] [1.217540801779513]
Columns 4 through 5
[0.530905276149901] [-0.530143107811175]
sigma2 =
Columns 1 through 4
[0.047993509465668] [0.293575765335000] [0.050702754868017] [0.181460628593663]
Column 5
[0.176865177138595]
likelihood error: 0.0054615
current f = [3.4e-06 8.5e-07 -3.3e-06 -2.9e-07]
w =
0.711144350772943
0.179982830834292
-0.676139107632369
-0.068671767151258
pic =
Columns 1 through 4
[0.267927568478005] [0.134512387877927] [0.269328546549062] [0.165640785942958]
Column 5
[0.162590711152047]
mu =
Columns 1 through 3
[-1.213242260878536] [-0.034202909524118] [1.217540635870216]
Columns 4 through 5
[0.530905616090211] [-0.530143247684032]
sigma2 =
Columns 1 through 4
[0.047993595087857] [0.293576003175741] [0.050702641384124] [0.181460649272813]
Column 5
[0.176865167233652]
likelihood error: 1.7224e-07
current f = [3.4e-06 8.5e-07 -3.3e-06 -2.9e-07]
w =
0.711144350772943
0.179982830834292
-0.676139107632369
-0.068671767151258
pic =
Columns 1 through 4
[0.267927568478005] [0.134512387877927] [0.269328546549062] [0.165640785942958]
Column 5
[0.162590711152047]
mu =
Columns 1 through 3
[-1.213242260878536] [-0.034202909524118] [1.217540635870216]
Columns 4 through 5
[0.530905616090211] [-0.530143247684032]
sigma2 =
Columns 1 through 4
[0.047993595087857] [0.293576003175741] [0.050702641384124] [0.181460649272813]
Column 5
[0.176865167233652]
Likelihood error: 0.0058889
current f = [3.4e-06 8.5e-07 -3.3e-06 -2.9e-07]
w =
0.711139212149428
0.179988299012181
-0.676143226493089
-0.068670094719252
pic =
Columns 1 through 4
[0.268113538048525] [0.133685265902790] [0.269497492977573] [0.165783551509127]
Column 5
[0.162920151561984]
mu =
Columns 1 through 3
[-1.213083286582401] [-0.033870601725491] [1.217383553755921]
Columns 4 through 5
[0.529717752089755] [-0.528653514270603]
sigma2 =
Columns 1 through 4
[0.048033842399850] [0.294094595407743] [0.050744198764618] [0.181622755764434]
Column 5
[0.177054549492852]
likelihood error: 0.0051026
current f = [3.4e-06 8.5e-07 -3.3e-06 -2.9e-07]
w =
0.711139204524512
0.179988303359127
-0.676143234046836
-0.068670087912312
pic =
Columns 1 through 4
[0.268113538048525] [0.133685265902790] [0.269497492977573] [0.165783551509127]
Column 5
[0.162920151561984]
mu =
Columns 1 through 3
[-1.213083272858823] [-0.033870536850134] [1.217383395980760]
Columns 4 through 5
[0.529718081738001] [-0.528653664543008]
sigma2 =
Columns 1 through 4
[0.048033921993297] [0.294094833125044] [0.050744091137676] [0.181622776672207]
Column 5
[0.177054543114275]
likelihood error: 1.6627e-07
current f = [3.4e-06 8.5e-07 -3.3e-06 -2.9e-07]
w =
0.711139204524512
0.179988303359127
-0.676143234046836
-0.068670087912312
pic =
Columns 1 through 4
[0.268113538048525] [0.133685265902790] [0.269497492977573] [0.165783551509127]
Column 5
[0.162920151561984]
mu =
Columns 1 through 3
[-1.213083272858823] [-0.033870536850134] [1.217383395980760]
Columns 4 through 5
[0.529718081738001] [-0.528653664543008]
sigma2 =
Columns 1 through 4
[0.048033921993297] [0.294094833125044] [0.050744091137676] [0.181622776672207]
Column 5
[0.177054543114275]
Likelihood error: 0.0054613
current f = [3.3e-08 -1.5e-08 3.5e-08 -3.4e-08]
w =
0.556493182597106
-0.279174985455439
0.565876214273696
-0.540518987155038
pic =
Columns 1 through 4
[0.337325970013710] [0.218608077132863] [0.053736512247152] [0.117317575204259]
Column 5
[0.273011865402015]
mu =
Columns 1 through 4
[0.178237977317431] [0.946066410326941] [2.149865836849136] [-1.624312710542865]
Column 5
[-0.702921928158175]
sigma2 =
Columns 1 through 4
[0.075824436028509] [0.099523090517315] [0.230923400513056] [0.232803458801221]
Column 5
[0.091625250820450]
likelihood error: 25.4017
current f = [3.3e-08 -1.5e-08 3.4e-08 -3.3e-08]
w =
0.556537304190622
-0.279339223840607
0.565866680371149
-0.540398674358383
pic =
Columns 1 through 4
[0.337325970013710] [0.218608077132863] [0.053736512247152] [0.117317575204259]
Column 5
[0.273011865402015]
mu =
Columns 1 through 4
[0.178363544821487] [0.946591564880972] [2.148945839275518] [-1.624049477400939]
Column 5
[-0.703429619088225]
sigma2 =
Columns 1 through 4
[0.076041211027346] [0.099382713704609] [0.230362357888356] [0.231920421510224]
Column 5
[0.091601508888699]
likelihood error: 0.010939
current f = [3.3e-08 -1.5e-08 3.4e-08 -3.3e-08]
w =
0.556541362458562
-0.279354334267926
0.565865801951705
-0.540387603590232
pic =
Columns 1 through 4
[0.337325970013710] [0.218608077132863] [0.053736512247152] [0.117317575204259]
Column 5
[0.273011865402015]
mu =
Columns 1 through 4
[0.178374997171821] [0.946639409457639] [2.148861035423533] [-1.624024951429049]
Column 5
[-0.703475927496732]
sigma2 =
Columns 1 through 4
[0.076061537601915] [0.099370233990085] [0.230311157763798] [0.231840002971362]
Column 5
[0.091599775246343]
likelihood error: 0.0011512
current f = [3.3e-08 -1.5e-08 3.4e-08 -3.3e-08]
w =
0.556541735997000
-0.279355725122381
0.565865721085935
-0.540386584556475
pic =
Columns 1 through 4
[0.337325970013710] [0.218608077132863] [0.053736512247152] [0.117317575204259]
Column 5
[0.273011865402015]
mu =
Columns 1 through 4
[0.178376050475502] [0.946643809412881] [2.148853228203573] [-1.624022691326588]
Column 5
[-0.703480186645375]
sigma2 =
Columns 1 through 4
[0.076063411793952] [0.099369088933405] [0.230306448493953] [0.231832607666743]
Column 5
[0.091599619452253]
likelihood error: 0.00010717
current f = [3.3e-08 -1.5e-08 3.4e-08 -3.3e-08]
w =
0.556541735997000
-0.279355725122381
0.565865721085935
-0.540386584556475
pic =
Columns 1 through 4
[0.337325970013710] [0.218608077132863] [0.053736512247152] [0.117317575204259]
Column 5
[0.273011865402015]
mu =
Columns 1 through 4
[0.178376050475502] [0.946643809412881] [2.148853228203573] [-1.624022691326588]
Column 5
[-0.703480186645375]
sigma2 =
Columns 1 through 4
[0.076063411793952] [0.099369088933405] [0.230306448493953] [0.231832607666743]
Column 5
[0.091599619452253]
current f = [3e-08 -1.4e-08 3.1e-08 -3.1e-08]
w =
0.556873917210575
-0.280594810547009
0.565792957635722
-0.539477823302074
pic =
Columns 1 through 4
[0.337717413404239] [0.217186460297576] [0.053725739137613] [0.115716459718744]
Column 5
[0.275653927441828]
mu =
Columns 1 through 4
[0.185067353901610] [0.936551090502233] [2.130794309914155] [-1.599348189029095]
Column 5
[-0.708541997002856]
sigma2 =
Columns 1 through 4
[0.089636969582073] [0.116346467788421] [0.250695538790553] [0.264210424529075]
Column 5
[0.109150855936300]
likelihood error: 6.2104
current f = [3e-08 -1.4e-08 3.1e-08 -3e-08]
w =
0.556905178898929
-0.280711650967743
0.565786021923377
-0.539392035759767
pic =
Columns 1 through 4
[0.337717413404239] [0.217186460297576] [0.053725739137613] [0.115716459718744]
Column 5
[0.275653927441828]
mu =
Columns 1 through 4
[0.185163597139790] [0.936895118506025] [2.130188446028457] [-1.599163208875203]
Column 5
[-0.708890537887019]
sigma2 =
Columns 1 through 4
[0.089803440543348] [0.116247589588688] [0.250252051457335] [0.263565848470285]
Column 5
[0.109133038149565]
likelihood error: 0.0055011
current f = [3e-08 -1.4e-08 3.1e-08 -3e-08]
w =
0.556908135587147
-0.280722703631245
0.565785365166597
-0.539383919730989
pic =
Columns 1 through 4
[0.337717413404239] [0.217186460297576] [0.053725739137613] [0.115716459718744]
Column 5
[0.275653927441828]
mu =
Columns 1 through 4
[0.185172651579142] [0.936927449060105] [2.130131025829839] [-1.599145556265579]
Column 5
[-0.708923323262999]
sigma2 =
Columns 1 through 4
[0.089819372628114] [0.116238446162423] [0.250210305146117] [0.263505266787966]
Column 5
[0.109131567636983]
likelihood error: 0.00054737
current f = [3e-08 -1.4e-08 3.1e-08 -3e-08]
w =
0.556908135587147
-0.280722703631245
0.565785365166597
-0.539383919730989
pic =
Columns 1 through 4
[0.337717413404239] [0.217186460297576] [0.053725739137613] [0.115716459718744]
Column 5
[0.275653927441828]
mu =
Columns 1 through 4
[0.185172651579142] [0.936927449060105] [2.130131025829839] [-1.599145556265579]
Column 5
[-0.708923323262999]
sigma2 =
Columns 1 through 4
[0.089819372628114] [0.116238446162423] [0.250210305146117] [0.263505266787966]
Column 5
[0.109131567636983]
Likelihood error: 25.4139
current f = [2.7e-08 -1.3e-08 2.8e-08 -2.8e-08]
w =
0.557020671338921
-0.281143648114483
0.565760266848519
-0.539074708540928
pic =
Columns 1 through 4
[0.338394148746532] [0.216089734257918] [0.053492026647942] [0.113698838109133]
Column 5
[0.278325252238475]
mu =
Columns 1 through 4
[0.190485668882325] [0.929671902834797] [2.121110779589521] [-1.584162166708672]
Column 5
[-0.713895051968345]
sigma2 =
Columns 1 through 4
[0.099983153817274] [0.128856160402609] [0.262041290662264] [0.287078262336178]
Column 5
[0.122088594708851]
likelihood error: 2.7128
current f = [2.7e-08 -1.3e-08 2.8e-08 -2.7e-08]
w =
0.557031430353239
-0.281183919667633
0.565757856969004
-0.539045115276248
pic =
Columns 1 through 4
[0.338394148746532] [0.216089734257918] [0.053492026647942] [0.113698838109133]
Column 5
[0.278325252238475]
mu =
Columns 1 through 4
[0.190519721812399] [0.929785572218588] [2.120908072005644] [-1.584097872312020]
Column 5
[-0.714012013232116]
sigma2 =
Columns 1 through 4
[0.100043398708487] [0.128822916070733] [0.261881131570171] [0.286850244644016]
Column 5
[0.122082507349904]
likelihood error: 0.0014112
current f = [2.7e-08 -1.3e-08 2.8e-08 -2.7e-08]
w =
0.557032460638848
-0.281187776328426
0.565757626103510
-0.539042281133996
pic =
Columns 1 through 4
[0.338394148746532] [0.216089734257918] [0.053492026647942] [0.113698838109133]
Column 5
[0.278325252238475]
mu =
Columns 1 through 4
[0.190522977123571] [0.929796434108194] [2.120888645234063] [-1.584091696898949]
Column 5
[-0.714023193323044]
sigma2 =
Columns 1 through 4
[0.100049189446735] [0.128819756523617] [0.261865817529848] [0.286828453317886]
Column 5
[0.122081949073334]
likelihood error: 0.00013636
current f = [2.7e-08 -1.3e-08 2.8e-08 -2.7e-08]
w =
0.557032460638848
-0.281187776328426
0.565757626103510
-0.539042281133996
pic =
Columns 1 through 4
[0.338394148746532] [0.216089734257918] [0.053492026647942] [0.113698838109133]
Column 5
[0.278325252238475]
mu =
Columns 1 through 4
[0.190522977123571] [0.929796434108194] [2.120888645234063] [-1.584091696898949]
Column 5
[-0.714023193323044]
sigma2 =
Columns 1 through 4
[0.100049189446735] [0.128819756523617] [0.261865817529848] [0.286828453317886]
Column 5
[0.122081949073334]
Likelihood error: 6.2165
current f = [2.4e-08 -1.1e-08 2.5e-08 -2.5e-08]
w =
0.556978405165309
-0.280985489337319
0.565769716420119
-0.539190911494243
pic =
Columns 1 through 4
[0.339151145966655] [0.215235643742976] [0.053173010405805] [0.111722127715280]
Column 5
[0.280718072169284]
mu =
Columns 1 through 4
[0.194920678058565] [0.923903161472907] [2.116195422815485] [-1.574245670025899]
Column 5
[-0.718190253240173]
sigma2 =
Columns 1 through 4
[0.108349230704630] [0.139021408965275] [0.269473691081353] [0.304638442234533]
Column 5
[0.132260724093421]
likelihood error: 1.4833
current f = [2.4e-08 -1.1e-08 2.5e-08 -2.5e-08]
w =
0.556973190278122
-0.280965980427538
0.565770880396527
-0.539205243060683
pic =
Columns 1 through 4
[0.339151145966655] [0.215235643742976] [0.053173010405805] [0.111722127715280]
Column 5
[0.280718072169284]
mu =
Columns 1 through 4
[0.194903883438245] [0.923849679489874] [2.116292145395822] [-1.574277258195052]
Column 5
[-0.718134705297847]
sigma2 =
Columns 1 through 4
[0.108319038322552] [0.139037110255649] [0.269553376574652] [0.304751413595006]
Column 5
[0.132263706258710]
likelihood error: 0.0005197
current f = [2.4e-08 -1.1e-08 2.5e-08 -2.5e-08]
w =
0.556973190278122
-0.280965980427538
0.565770880396527
-0.539205243060683
pic =
Columns 1 through 4
[0.339151145966655] [0.215235643742976] [0.053173010405805] [0.111722127715280]
Column 5
[0.280718072169284]
mu =
Columns 1 through 4
[0.194903883438245] [0.923849679489874] [2.116292145395822] [-1.574277258195052]
Column 5
[-0.718134705297847]
sigma2 =
Columns 1 through 4
[0.108319038322552] [0.139037110255649] [0.269553376574652] [0.304751413595006]
Column 5
[0.132263706258710]
Likelihood error: 2.7143
current f = [2.2e-08 -1e-08 2.2e-08 -2.2e-08]
w =
0.556797796143994
-0.280310474195574
0.565809782372561
-0.539686522455836
pic =
Columns 1 through 4
[0.339943552169602] [0.214542811441180] [0.052822927419273] [0.109885631115224]
Column 5
[0.282805077854721]
mu =
Columns 1 through 4
[0.198684880452432] [0.918732586788481] [2.114020725617150] [-1.567700961847598]
Column 5
[-0.721515281967228]
sigma2 =
Columns 1 through 4
[0.115414683141621] [0.147699840443123] [0.274712377330818] [0.318516483647278]
Column 5
[0.140538980821171]
likelihood error: 0.9217
current f = [2.2e-08 -1e-08 2.3e-08 -2.2e-08]
w =
0.556780783006605
-0.280246956799043
0.565813530440653
-0.539733130106019
pic =
Columns 1 through 4
[0.339943552169602] [0.214542811441180] [0.052822927419273] [0.109885631115224]
Column 5
[0.282805077854721]
mu =
Columns 1 through 4
[0.198629361756027] [0.918562434711766] [2.114332797991167] [-1.567805407513607]
Column 5
[-0.721337170068184]
sigma2 =
Columns 1 through 4
[0.115313875965501] [0.147749746776550] [0.274976131903256] [0.318891443874286]
Column 5
[0.140548932937489]
likelihood error: 0.0013094
current f = [2.2e-08 -1e-08 2.3e-08 -2.2e-08]
w =
0.556779136680233
-0.280240810972241
0.565813892895688
-0.539737639519304
pic =
Columns 1 through 4
[0.339943552169602] [0.214542811441180] [0.052822927419273] [0.109885631115224]
Column 5
[0.282805077854721]
mu =
Columns 1 through 4
[0.198623975647258] [0.918545916105856] [2.114362954416279] [-1.567815468690341]
Column 5
[-0.721319887563275]
sigma2 =
Columns 1 through 4
[0.115304173261403] [0.147754633083508] [0.275001708990412] [0.318927832141592]
Column 5
[0.140549954916617]
likelihood error: 0.00012732
current f = [2.2e-08 -1e-08 2.3e-08 -2.2e-08]
w =
0.556779136680233
-0.280240810972241
0.565813892895688
-0.539737639519304
pic =
Columns 1 through 4
[0.339943552169602] [0.214542811441180] [0.052822927419273] [0.109885631115224]
Column 5
[0.282805077854721]
mu =
Columns 1 through 4
[0.198623975647258] [0.918545916105856] [2.114362954416279] [-1.567815468690341]
Column 5
[-0.721319887563275]
sigma2 =
Columns 1 through 4
[0.115304173261403] [0.147754633083508] [0.275001708990412] [0.318927832141592]
Column 5
[0.140549954916617]
Likelihood error: 1.4828
current f = [1.9e-08 -8.9e-09 2e-08 -1.9e-08]
w =
0.556514263440837
-0.279253447199380
0.565871662774065
-0.540461514038702
pic =
Columns 1 through 4
[0.340749292476101] [0.213964192954159] [0.052465199507356] [0.108201759157638]
Column 5
[0.284619555904746]
mu =
Columns 1 through 4
[0.201969570568317] [0.913936419216327] [2.113538830322608] [-1.563506800256554]
Column 5
[-0.724060658402917]
sigma2 =
Columns 1 through 4
[0.121544380043362] [0.155353126431891] [0.278607251826823] [0.329708890509498]
Column 5
[0.147436989446737]
likelihood error: 0.62425
current f = [1.9e-08 -9.1e-09 2e-08 -2e-08]
w =
0.556488486560158
-0.279157509553772
0.565877227227177
-0.540531787192993
pic =
Columns 1 through 4
[0.340749292476101] [0.213964192954159] [0.052465199507356] [0.108201759157638]
Column 5
[0.284619555904746]
mu =
Columns 1 through 4
[0.201884530881554] [0.913684437692124] [2.114007292820123] [-1.563667035146421]
Column 5
[-0.723794856466357]
sigma2 =
Columns 1 through 4
[0.121389129999021] [0.155426833307151] [0.279009823969295] [0.330284748994280]
Column 5
[0.147452474953631]
likelihood error: 0.0015531
current f = [1.9e-08 -9.1e-09 2e-08 -2e-08]
w =
0.556485986842307
-0.279148207396560
0.565877766299761
-0.540538600321737
pic =
Columns 1 through 4
[0.340749292476101] [0.213964192954159] [0.052465199507356] [0.108201759157638]
Column 5
[0.284619555904746]
mu =
Columns 1 through 4
[0.201876253061558] [0.913659883208138] [2.114052622956417] [-1.563682469625524]
Column 5
[-0.723768975354050]
sigma2 =
Columns 1 through 4
[0.121374192394245] [0.155434108971231] [0.279048984405694] [0.330340827225881]
Column 5
[0.147454109341531]
likelihood error: 0.00015381
current f = [1.9e-08 -9.1e-09 2e-08 -2e-08]
w =
0.556485986842307
-0.279148207396560
0.565877766299761
-0.540538600321737
pic =
Columns 1 through 4
[0.340749292476101] [0.213964192954159] [0.052465199507356] [0.108201759157638]
Column 5
[0.284619555904746]
mu =
Columns 1 through 4
[0.201876253061558] [0.913659883208138] [2.114052622956417] [-1.563682469625524]
Column 5
[-0.723768975354050]
sigma2 =
Columns 1 through 4
[0.121374192394245] [0.155434108971231] [0.279048984405694] [0.330340827225881]
Column 5
[0.147454109341531]
Likelihood error: 0.92027
current f = [1.7e-08 -7.9e-09 1.7e-08 -1.7e-08]
w =
0.556153729440203
-0.277913998773129
0.565948570736100
-0.541441644004421
pic =
Columns 1 through 4
[0.341563686656774] [0.213466410706906] [0.052110746543991] [0.106656505141614]
Column 5
[0.286202650950716]
mu =
Columns 1 through 4
[0.204896463463020] [0.909407959861345] [2.114149637779484] [-1.561047370297655]
Column 5
[-0.726008022946193]
sigma2 =
Columns 1 through 4
[0.126966083766412] [0.162256210256759] [0.281627918174852] [0.338872258227228]
Column 5
[0.153288905490738]
likelihood error: 0.45043
current f = [1.7e-08 -8e-09 1.8e-08 -1.8e-08]
w =
0.556121334142077
-0.277793896881230
0.565955384557582
-0.541529422399099
pic =
Columns 1 through 4
[0.341563686656774] [0.213466410706906] [0.052110746543991] [0.106656505141614]
Column 5
[0.286202650950716]
mu =
Columns 1 through 4
[0.204788580313140] [0.909098025472377] [2.114733342662968] [-1.561251078169590]
Column 5
[-0.725678467634354]
sigma2 =
Columns 1 through 4
[0.126768705312607] [0.162346570630441] [0.282135232703901] [0.339603781641377]
Column 5
[0.153308886858319]
likelihood error: 0.001543
current f = [1.7e-08 -8.1e-09 1.8e-08 -1.8e-08]
w =
0.556118189226723
-0.277782239670278
0.565956045194686
-0.541537941338108
pic =
Columns 1 through 4
[0.341563686656774] [0.213466410706906] [0.052110746543991] [0.106656505141614]
Column 5
[0.286202650950716]
mu =
Columns 1 through 4
[0.204778058469918] [0.909067755557233] [2.114789849270024] [-1.561270690649004]
Column 5
[-0.725646312994221]
sigma2 =
Columns 1 through 4
[0.126749726909066] [0.162355540578714] [0.282184668501584] [0.339675160503561]
Column 5
[0.153311032323990]
likelihood error: 0.00015665
current f = [1.7e-08 -8.1e-09 1.8e-08 -1.8e-08]
w =
0.556118189226723
-0.277782239670278
0.565956045194686
-0.541537941338108
pic =
Columns 1 through 4
[0.341563686656774] [0.213466410706906] [0.052110746543991] [0.106656505141614]
Column 5
[0.286202650950716]
mu =
Columns 1 through 4
[0.204778058469918] [0.909067755557233] [2.114789849270024] [-1.561270690649004]
Column 5
[-0.725646312994221]
sigma2 =
Columns 1 through 4
[0.126749726909066] [0.162355540578714] [0.282184668501584] [0.339675160503561]
Column 5
[0.153311032323990]
Likelihood error: 0.62254
current f = [1.5e-08 -7e-09 1.5e-08 -1.5e-08]
w =
0.555734085145485
-0.276361407303361
0.566035614059606
-0.542575048112371
pic =
Columns 1 through 4
[0.342382621665662] [0.213028294083102] [0.051765022191622] [0.105230461939781]
Column 5
[0.287593600119833]
mu =
Columns 1 through 4
[0.207545269636095] [0.905085656628873] [2.115482341798996] [-1.559911562863032]
Column 5
[-0.727501034505870]
sigma2 =
Columns 1 through 4
[0.131829078377665] [0.168587450357917] [0.284059496416325] [0.346474185565618]
Column 5
[0.158326435370990]
likelihood error: 0.34131
current f = [1.5e-08 -7.1e-09 1.6e-08 -1.6e-08]
w =
0.555696600862464
-0.276223058549604
0.566043260931688
-0.542675903765532
pic =
Columns 1 through 4
[0.342382621665662] [0.213028294083102] [0.051765022191622] [0.105230461939781]
Column 5
[0.287593600119833]
mu =
Columns 1 through 4
[0.207419398140919] [0.904734382053591] [2.116152079780664] [-1.560149803548171]
Column 5
[-0.727124358968214]
sigma2 =
Columns 1 through 4
[0.131598848738214] [0.168689519557287] [0.284646248763133] [0.347327917103057]
Column 5
[0.158350125462938]
likelihood error: 0.0014209
current f = [1.5e-08 -7.1e-09 1.6e-08 -1.6e-08]
w =
0.555692960707399
-0.276209626203048
0.566044002417374
-0.542685694669558
pic =
Columns 1 through 4
[0.342382621665662] [0.213028294083102] [0.051765022191622] [0.105230461939781]
Column 5
[0.287593600119833]
mu =
Columns 1 through 4
[0.207407110094336] [0.904700032782533] [2.116216903558734] [-1.560172722745762]
Column 5
[-0.727087568032075]
sigma2 =
Columns 1 through 4
[0.131576731772769] [0.168699691145428] [0.284703471795167] [0.347411301639593]
Column 5
[0.158352696492413]
likelihood error: 0.00014872
current f = [1.5e-08 -7.1e-09 1.6e-08 -1.6e-08]
w =
0.555692960707399
-0.276209626203048
0.566044002417374
-0.542685694669558
pic =
Columns 1 through 4
[0.342382621665662] [0.213028294083102] [0.051765022191622] [0.105230461939781]
Column 5
[0.287593600119833]
mu =
Columns 1 through 4
[0.207407110094336] [0.904700032782533] [2.116216903558734] [-1.560172722745762]
Column 5
[-0.727087568032075]
sigma2 =
Columns 1 through 4
[0.131576731772769] [0.168699691145428] [0.284703471795167] [0.347411301639593]
Column 5
[0.158352696492413]
Likelihood error: 0.44873
current f = [1.3e-08 -6.2e-09 1.4e-08 -1.4e-08]
w =
0.555268199523509
-0.274645753096172
0.566129178670448
-0.543824135187744
pic =
Columns 1 through 4
[0.343203588633488] [0.212635120980440] [0.051430835209080] [0.103904735616937]
Column 5
[0.288825719560054]
mu =
Columns 1 through 4
[0.209970534190964] [0.900931001821637] [2.117295980652677] [-1.559810118155901]
Column 5
[-0.728650402064447]
sigma2 =
Columns 1 through 4
[0.136238037413935] [0.174468216355720] [0.286083428790200] [0.352856358152827]
Column 5
[0.162717070474671]
likelihood error: 0.26889
current f = [1.4e-08 -6.3e-09 1.4e-08 -1.4e-08]
w =
0.555226739529728
-0.274493478289521
0.566137350370489
-0.543934829419075
pic =
Columns 1 through 4
[0.343203588633488] [0.212635120980440] [0.051430835209080] [0.103904735616937]
Column 5
[0.288825719560054]
mu =
Columns 1 through 4
[0.209830269179900] [0.900550205072223] [2.118030511050699] [-1.560076284502925]
Column 5
[-0.728238425704344]
sigma2 =
Columns 1 through 4
[0.135982010580168] [0.174578510008531] [0.286730699526651] [0.353807206449170]
Column 5
[0.162743851661696]
likelihood error: 0.0012553
current f = [1.4e-08 -6.3e-09 1.4e-08 -1.4e-08]
w =
0.555222714171230
-0.274478697398050
0.566138142423359
-0.543945572726291
pic =
Columns 1 through 4
[0.343203588633488] [0.212635120980440] [0.051430835209080] [0.103904735616937]
Column 5
[0.288825719560054]
mu =
Columns 1 through 4
[0.209816572669959] [0.900512951833298] [2.118101560975909] [-1.560101864020066]
Column 5
[-0.728198173804817]
sigma2 =
Columns 1 through 4
[0.135957442951758] [0.174589529668594] [0.286793832435736] [0.353900098581373]
Column 5
[0.162746776922653]
likelihood error: 0.00013629
current f = [1.4e-08 -6.3e-09 1.4e-08 -1.4e-08]
w =
0.555222714171230
-0.274478697398050
0.566138142423359
-0.543945572726291
pic =
Columns 1 through 4
[0.343203588633488] [0.212635120980440] [0.051430835209080] [0.103904735616937]
Column 5
[0.288825719560054]
mu =
Columns 1 through 4
[0.209816572669959] [0.900512951833298] [2.118101560975909] [-1.560101864020066]
Column 5
[-0.728198173804817]
sigma2 =
Columns 1 through 4
[0.135957442951758] [0.174589529668594] [0.286793832435736] [0.353900098581373]
Column 5
[0.162746776922653]
Likelihood error: 0.33974
current f = [1.2e-08 -5.5e-09 1.2e-08 -1.2e-08]
w =
0.554765548458682
-0.272804014149008
0.566226564324760
-0.545161108302399
pic =
Columns 1 through 4
[0.344025008366696] [0.212276236582012] [0.051109620736892] [0.102662825070817]
Column 5
[0.289926309243584]
mu =
Columns 1 through 4
[0.212210802075935] [0.896917999946409] [2.119427847123853] [-1.560531266063023]
Column 5
[-0.729540306886108]
sigma2 =
Columns 1 through 4
[0.140269636470601] [0.179984426910445] [0.287819764741495] [0.358274243735205]
Column 5
[0.166585767633708]
likelihood error: 0.21863
current f = [1.2e-08 -5.6e-09 1.3e-08 -1.2e-08]
w =
0.554720941093557
-0.272641031520998
0.566235030252968
-0.545279227556108
pic =
Columns 1 through 4
[0.344025008366696] [0.212276236582012] [0.051109620736892] [0.102662825070817]
Column 5
[0.289926309243584]
mu =
Columns 1 through 4
[0.212058861075059] [0.896516266167402] [2.120211366376512] [-1.560820381011440]
Column 5
[-0.729101620298815]
sigma2 =
Columns 1 through 4
[0.139993249799231] [0.180100442670708] [0.288513240805360] [0.359303084373449]
Column 5
[0.166615145399562]
likelihood error: 0.0010797
current f = [1.2e-08 -5.6e-09 1.3e-08 -1.2e-08]
w =
0.554716612955489
-0.272625221708833
0.566235850159078
-0.545290683801287
pic =
Columns 1 through 4
[0.344025008366696] [0.212276236582012] [0.051109620736892] [0.102662825070817]
Column 5
[0.289926309243584]
mu =
Columns 1 through 4
[0.212044028977877] [0.896476969289958] [2.120287079866277] [-1.560848132009335]
Column 5
[-0.729058768764893]
sigma2 =
Columns 1 through 4
[0.139966763151210] [0.180112052777469] [0.288580853477113] [0.359403563878958]
Column 5
[0.166618365702231]
likelihood error: 0.00012241
current f = [1.2e-08 -5.6e-09 1.3e-08 -1.2e-08]
w =
0.554716612955489
-0.272625221708833
0.566235850159078
-0.545290683801287
pic =
Columns 1 through 4
[0.344025008366696] [0.212276236582012] [0.051109620736892] [0.102662825070817]
Column 5
[0.289926309243584]
mu =
Columns 1 through 4
[0.212044028977877] [0.896476969289958] [2.120287079866277] [-1.560848132009335]
Column 5
[-0.729058768764893]
sigma2 =
Columns 1 through 4
[0.139966763151210] [0.180112052777469] [0.288580853477113] [0.359403563878958]
Column 5
[0.166618365702231]
Likelihood error: 0.2675
current f = [1.1e-08 -4.9e-09 1.1e-08 -1.1e-08]
w =
0.554233267963568
-0.270864054892589
0.566325730895049
-0.546565014445615
pic =
Columns 1 through 4
[0.344845864414092] [0.211943695344522] [0.050802050774660] [0.101490946473042]
Column 5
[0.290917442993684]
mu =
Columns 1 through 4
[0.214294077436341] [0.893028096724291] [2.121764827610179] [-1.561915364185673]
Column 5
[-0.730234533478556]
sigma2 =
Columns 1 through 4
[0.143982006357853] [0.185198823268663] [0.289350376390706] [0.362922053045583]
Column 5
[0.170028114112787]
likelihood error: 0.18243
current f = [1.1e-08 -5e-09 1.1e-08 -1.1e-08]
w =
0.554186142787690
-0.270692807762082
0.566334316794186
-0.546688727367501
pic =
Columns 1 through 4
[0.344845864414092] [0.211943695344522] [0.050802050774660] [0.101490946473042]
Column 5
[0.290917442993684]
mu =
Columns 1 through 4
[0.214132558065753] [0.892611781103197] [2.122585329500768] [-1.562223607818163]
Column 5
[-0.729775515611033]
sigma2 =
Columns 1 through 4
[0.143689513072411] [0.185318732016398] [0.290079085647829] [0.364014069985107]
Column 5
[0.170059687150224]
likelihood error: 0.00090995
current f = [1.1e-08 -5e-09 1.1e-08 -1.1e-08]
w =
0.554186142787690
-0.270692807762082
0.566334316794186
-0.546688727367501
pic =
Columns 1 through 4
[0.344845864414092] [0.211943695344522] [0.050802050774660] [0.101490946473042]
Column 5
[0.290917442993684]
mu =
Columns 1 through 4
[0.214132558065753] [0.892611781103197] [2.122585329500768] [-1.562223607818163]
Column 5
[-0.729775515611033]
sigma2 =
Columns 1 through 4
[0.143689513072411] [0.185318732016398] [0.290079085647829] [0.364014069985107]
Column 5
[0.170059687150224]
Likelihood error: 0.21743
current f = [9.5e-09 -4.3e-09 9.8e-09 -9.7e-09]
w =
0.553681622371211
-0.268864536359908
0.566424287008339
-0.548007344165623
pic =
Columns 1 through 4
[0.345685206718890] [0.211621103619956] [0.050508009685223] [0.100375048626494]
Column 5
[0.291810631349437]
mu =
Columns 1 through 4
[0.216244610377590] [0.889260119359956] [2.124231434818133] [-1.563863145747089]
Column 5
[-0.730798470815591]
sigma2 =
Columns 1 through 4
[0.147439073203188] [0.190152120536713] [0.290714017532302] [0.366913629189084]
Column 5
[0.173115531608611]
likelihood error: 0.15548
current f = [9.8e-09 -4.5e-09 1e-08 -1e-08]
w =
0.553632483350107
-0.268686961815821
0.566432860580486
-0.548135206332895
pic =
Columns 1 through 4
[0.345685206718890] [0.211621103619956] [0.050508009685223] [0.100375048626494]
Column 5
[0.291810631349437]
mu =
Columns 1 through 4
[0.216075241572000] [0.888834141476079] [2.125079391983262] [-1.564187444228212]
Column 5
[-0.730324129451681]
sigma2 =
Columns 1 through 4
[0.147133924176267] [0.190274526066830] [0.291469160446490] [0.368056722905861]
Column 5
[0.173148964204847]
likelihood error: 0.00074779
current f = [9.8e-09 -4.5e-09 1e-08 -1e-08]
w =
0.553632483350107
-0.268686961815821
0.566432860580486
-0.548135206332895
pic =
Columns 1 through 4
[0.345685206718890] [0.211621103619956] [0.050508009685223] [0.100375048626494]
Column 5
[0.291810631349437]
mu =
Columns 1 through 4
[0.216075241572000] [0.888834141476079] [2.125079391983262] [-1.564187444228212]
Column 5
[-0.730324129451681]
sigma2 =
Columns 1 through 4
[0.147133924176267] [0.190274526066830] [0.291469160446490] [0.368056722905861]
Column 5
[0.173148964204847]
Likelihood error: 0.18152
current f = [8.6e-09 -3.9e-09 8.9e-09 -8.8e-09]
w =
0.553110224073395
-0.266805021351321
0.566521931448692
-0.549487999711799
pic =
Columns 1 through 4
[0.346523433721672] [0.211313710105453] [0.050227789565108] [0.099308438969326]
Column 5
[0.292626627638441]
mu =
Columns 1 through 4
[0.218073863232451] [0.885591906757259] [2.126762592037912] [-1.566256365038469]
Column 5
[-0.731251494585873]
sigma2 =
Columns 1 through 4
[0.150657782375060] [0.194888446399045] [0.291972405041539] [0.370405555017059]
Column 5
[0.175909789011088]
likelihood error: 0.13489
current f = [8.9e-09 -4e-09 9.2e-09 -9.1e-09]
w =
0.553059424537263
-0.266622486120739
0.566530396634499
-0.549618988525727
pic =
Columns 1 through 4
[0.346523433721672] [0.211313710105453] [0.050227789565108] [0.099308438969326]
Column 5
[0.292626627638441]
mu =
Columns 1 through 4
[0.217897859764463] [0.885159637776077] [2.127631250298792] [-1.566594567097990]
Column 5
[-0.730765243418245]
sigma2 =
Columns 1 through 4
[0.150342489755504] [0.195012405654095] [0.292747786457714] [0.371591165546894]
Column 5
[0.175944829379484]
likelihood error: 0.00060376
current f = [8.9e-09 -4e-09 9.2e-09 -9.1e-09]
w =
0.553059424537263
-0.266622486120739
0.566530396634499
-0.549618988525727
pic =
Columns 1 through 4
[0.346523433721672] [0.211313710105453] [0.050227789565108] [0.099308438969326]
Column 5
[0.292626627638441]
mu =
Columns 1 through 4
[0.217897859764463] [0.885159637776077] [2.127631250298792] [-1.566594567097990]
Column 5
[-0.730765243418245]
sigma2 =
Columns 1 through 4
[0.150342489755504] [0.195012405654095] [0.292747786457714] [0.371591165546894]
Column 5
[0.175944829379484]
Likelihood error: 0.15473
current f = [7.8e-09 -3.5e-09 8e-09 -8e-09]
w =
0.552522394703380
-0.264698361823555
0.566617759848754
-0.550997363743694
pic =
Columns 1 through 4
[0.347359528040547] [0.211018298794422] [0.049961133778890] [0.098283959767669]
Column 5
[0.293377079618472]
mu =
Columns 1 through 4
[0.219795068434897] [0.882014447558179] [2.129316386423576] [-1.569016190417729]
Column 5
[-0.731622168649051]
sigma2 =
Columns 1 through 4
[0.153667552785069] [0.199434898343014] [0.293154592558078] [0.373486344300035]
Column 5
[0.178458905032145]
likelihood error: 0.11878
current f = [8.1e-09 -3.6e-09 8.4e-09 -8.3e-09]
w =
0.552470239983774
-0.264512033593975
0.566626038758181
-0.551130610879032
pic =
Columns 1 through 4
[0.347359528040547] [0.211018298794422] [0.049961133778890] [0.098283959767669]
Column 5
[0.293377079618472]
mu =
Columns 1 through 4
[0.219613498096388] [0.881578679677563] [2.130199970422550] [-1.569366413085669]
Column 5
[-0.731126893357153]
sigma2 =
Columns 1 through 4
[0.153344300402283] [0.199559641897405] [0.293944943833392] [0.374707034911491]
Column 5
[0.178495330369014]
likelihood error: 0.00047581
current f = [8.1e-09 -3.6e-09 8.4e-09 -8.3e-09]
w =
0.552470239983774
-0.264512033593975
0.566626038758181
-0.551130610879032
pic =
Columns 1 through 4
[0.347359528040547] [0.211018298794422] [0.049961133778890] [0.098283959767669]
Column 5
[0.293377079618472]
mu =
Columns 1 through 4
[0.219613498096388] [0.881578679677563] [2.130199970422550] [-1.569366413085669]
Column 5
[-0.731126893357153]
sigma2 =
Columns 1 through 4
[0.153344300402283] [0.199559641897405] [0.293944943833392] [0.374707034911491]
Column 5
[0.178495330369014]
Likelihood error: 0.13428
current f = [7.1e-09 -3.2e-09 7.3e-09 -7.3e-09]
w =
0.551920851957840
-0.262554988209702
0.566711064731921
-0.552527664897820
pic =
Columns 1 through 4
[0.348193124552093] [0.210731954746708] [0.049707746096256] [0.097295711337371]
Column 5
[0.294071463267573]
mu =
Columns 1 through 4
[0.221418059905408] [0.878520625780717] [2.131862162843041] [-1.572080554456258]
Column 5
[-0.731931361830205]
sigma2 =
Columns 1 through 4
[0.156492637752504] [0.203813319694897] [0.294281476743038] [0.376228286642751]
Column 5
[0.180801887674459]
likelihood error: 0.10591
current f = [7.3e-09 -3.3e-09 7.6e-09 -7.6e-09]
w =
0.551867591132254
-0.262365810704040
0.566719097205851
-0.552662472148587
pic =
Columns 1 through 4
[0.348193124552093] [0.210731954746708] [0.049707746096256] [0.097295711337371]
Column 5
[0.294071463267573]
mu =
Columns 1 through 4
[0.221231808991709] [0.878083541548273] [2.132755995084251] [-1.572441253258667]
Column 5
[-0.731429362130230]
sigma2 =
Columns 1 through 4
[0.156163224845935] [0.203938255346598] [0.295082555641960] [0.377477958999224]
Column 5
[0.180839510303009]
likelihood error: 0.00036296
current f = [7.3e-09 -3.3e-09 7.6e-09 -7.6e-09]
w =
0.551867591132254
-0.262365810704040
0.566719097205851
-0.552662472148587
pic =
Columns 1 through 4
[0.348193124552093] [0.210731954746708] [0.049707746096256] [0.097295711337371]
Column 5
[0.294071463267573]
mu =
Columns 1 through 4
[0.221231808991709] [0.878083541548273] [2.132755995084251] [-1.572441253258667]
Column 5
[-0.731429362130230]
sigma2 =
Columns 1 through 4
[0.156163224845935] [0.203938255346598] [0.295082555641960] [0.377477958999224]
Column 5
[0.180839510303009]
Likelihood error: 0.1183
current f = [6.5e-09 -2.9e-09 6.7e-09 -6.7e-09]
w =
0.551307812881497
-0.260383332270867
0.566801298500193
-0.554072652072105
pic =
Columns 1 through 4
[0.349023950850484] [0.210452314203549] [0.049467256449521] [0.096338914724795]
Column 5
[0.294717563771651]
mu =
Columns 1 through 4
[0.222950644898582] [0.875104869629708] [2.134377117004097] [-1.575398987227011]
Column 5
[-0.732194780010931]
sigma2 =
Columns 1 through 4
[0.159153343159813] [0.208041329556514] [0.295368549576747] [0.378689431165463]
Column 5
[0.182970864976699]
likelihood error: 0.095444
current f = [6.7e-09 -3e-09 7e-09 -7e-09]
w =
0.551253649846196
-0.260192069684514
0.566809038485306
-0.554208457460943
pic =
Columns 1 through 4
[0.349023950850484] [0.210452314203549] [0.049467256449521] [0.096338914724795]
Column 5
[0.294717563771651]
mu =
Columns 1 through 4
[0.222760452424636] [0.874668172237675] [2.135277402044836] [-1.575768891754405]
Column 5
[-0.731687894387950]
sigma2 =
Columns 1 through 4
[0.158819253411688] [0.208166003067799] [0.296176938911015] [0.379963076749145]
Column 5
[0.183009526605561]
likelihood error: 0.00026387
current f = [6.7e-09 -3e-09 7e-09 -7e-09]
w =
0.551253649846196
-0.260192069684514
0.566809038485306
-0.554208457460943
pic =
Columns 1 through 4
[0.349023950850484] [0.210452314203549] [0.049467256449521] [0.096338914724795]
Column 5
[0.294717563771651]
mu =
Columns 1 through 4
[0.222760452424636] [0.874668172237675] [2.135277402044836] [-1.575768891754405]
Column 5
[-0.731687894387950]
sigma2 =
Columns 1 through 4
[0.158819253411688] [0.208166003067799] [0.296176938911015] [0.379963076749145]
Column 5
[0.183009526605561]
Likelihood error: 0.10555
current f = [5.9e-09 -2.6e-09 6.2e-09 -6.2e-09]
w =
0.550685095321018
-0.258190234256256
0.566888040215782
-0.555627283895116
pic =
Columns 1 through 4
[0.349851779850311] [0.210177463073660] [0.049239245114500] [0.095409702371470]
Column 5
[0.295321809590059]
mu =
Columns 1 through 4
[0.224399178026970] [0.871762714187179] [2.136844370784226] [-1.578929972345747]
Column 5
[-0.732424230814503]
sigma2 =
Columns 1 through 4
[0.161666871079187] [0.212133286754642] [0.296427414825376] [0.380916620388076]
Column 5
[0.184992560711416]
likelihood error: 0.08679
current f = [6.2e-09 -2.7e-09 6.4e-09 -6.4e-09]
w =
0.550630197811699
-0.257997507407800
0.566895452830691
-0.555763634121889
pic =
Columns 1 through 4
[0.349851779850311] [0.210177463073660] [0.049239245114500] [0.095409702371470]
Column 5
[0.295321809590059]
mu =
Columns 1 through 4
[0.224205664052026] [0.871327731046780] [2.137748019556677] [-1.579308032359388]
Column 5
[-0.731913935667527]
sigma2 =
Columns 1 through 4
[0.161329330850551] [0.212257351084535] [0.297240356913405] [0.382210112588355]
Column 5
[0.185032127313929]
likelihood error: 0.00017705
current f = [6.2e-09 -2.7e-09 6.4e-09 -6.4e-09]
w =
0.550630197811699
-0.257997507407800
0.566895452830691
-0.555763634121889
pic =
Columns 1 through 4
[0.349851779850311] [0.210177463073660] [0.049239245114500] [0.095409702371470]
Column 5
[0.295321809590059]
mu =
Columns 1 through 4
[0.224205664052026] [0.871327731046780] [2.137748019556677] [-1.579308032359388]
Column 5
[-0.731913935667527]
sigma2 =
Columns 1 through 4
[0.161329330850551] [0.212257351084535] [0.297240356913405] [0.382210112588355]
Column 5
[0.185032127313929]
Likelihood error: 0.09518
current f = [5.5e-09 -2.4e-09 5.7e-09 -5.7e-09]
w =
0.550054193251063
-0.255981248026361
0.566970969857782
-0.557187494928711
pic =
Columns 1 through 4
[0.350676410591958] [0.209905842762149] [0.049023264128039] [0.094504939423669]
Column 5
[0.295889543094184]
mu =
Columns 1 through 4
[0.225768924676947] [0.868490514765657] [2.139251540593815] [-1.582639046094973]
Column 5
[-0.732628523997500]
sigma2 =
Columns 1 through 4
[0.164047943512771] [0.216101026593778] [0.297466794231901] [0.382947936513427]
Column 5
[0.186889386186990]
likelihood error: 0.079534
current f = [5.7e-09 -2.5e-09 5.9e-09 -5.9e-09]
w =
0.549998699519177
-0.255787561371722
0.566978029122683
-0.557324024682538
pic =
Columns 1 through 4
[0.350676410591958] [0.209905842762149] [0.049023264128039] [0.094504939423669]
Column 5
[0.295889543094184]
mu =
Columns 1 through 4
[0.225572611290403] [0.868058274483381] [2.140156038709419] [-1.583024391467487]
Column 5
[-0.732116006285070]
sigma2 =
Columns 1 through 4
[0.163707966381802] [0.216224219221463] [0.298282065599535] [0.384257873822183]
Column 5
[0.186929743949422]
likelihood error: 0.00010098
current f = [5.7e-09 -2.5e-09 5.9e-09 -5.9e-09]
w =
0.549998699519177
-0.255787561371722
0.566978029122683
-0.557324024682538
pic =
Columns 1 through 4
[0.350676410591958] [0.209905842762149] [0.049023264128039] [0.094504939423669]
Column 5
[0.295889543094184]
mu =
Columns 1 through 4
[0.225572611290403] [0.868058274483381] [2.140156038709419] [-1.583024391467487]
Column 5
[-0.732116006285070]
sigma2 =
Columns 1 through 4
[0.163707966381802] [0.216224219221463] [0.298282065599535] [0.384257873822183]
Column 5
[0.186929743949422]
Likelihood error: 0.086613
current f = [5.1e-09 -2.2e-09 5.3e-09 -5.3e-09]
w =
0.549416332182231
-0.253760868445605
0.567049848256063
-0.558750020303365
pic =
Columns 1 through 4
[0.351497656797052] [0.209636178238989] [0.048818851895596] [0.093622079273590]
Column 5
[0.296425233794774]
mu =
Columns 1 through 4
[0.227064317020286] [0.865285246894489] [2.141589680510392] [-1.586497360978133]
Column 5
[-0.732814151276856]
sigma2 =
Columns 1 through 4
[0.166309271495648] [0.219954414129042] [0.298493257074417] [0.384814589319523]
Column 5
[0.188680272739866]
likelihood error: 0.073372
current f = [5.3e-09 -2.3e-09 5.5e-09 -5.5e-09]
w =
0.549360355954998
-0.253566630386411
0.567056535314595
-0.558886436618710
pic =
Columns 1 through 4
[0.351497656797052] [0.209636178238989] [0.048818851895596] [0.093622079273590]
Column 5
[0.296425233794774]
mu =
Columns 1 through 4
[0.226865643904222] [0.864856536976149] [2.142492988727159] [-1.586889272009836]
Column 5
[-0.732300362039361]
sigma2 =
Columns 1 through 4
[0.165967692463791] [0.220076540203247] [0.299309073237260] [0.386138176968229]
Column 5
[0.188721324879885]
likelihood error: 3.4265e-05
current f = [5.3e-09 -2.3e-09 5.5e-09 -5.5e-09]
w =
0.549360355954998
-0.253566630386411
0.567056535314595
-0.558886436618710
pic =
Columns 1 through 4
[0.351497656797052] [0.209636178238989] [0.048818851895596] [0.093622079273590]
Column 5
[0.296425233794774]
mu =
Columns 1 through 4
[0.226865643904222] [0.864856536976149] [2.142492988727159] [-1.586889272009836]
Column 5
[-0.732300362039361]
sigma2 =
Columns 1 through 4
[0.165967692463791] [0.220076540203247] [0.299309073237260] [0.386138176968229]
Column 5
[0.188721324879885]
Likelihood error: 0.079433
current f = [4.7e-09 -2e-09 4.9e-09 -4.9e-09]
w =
0.548772510382714
-0.251532703123608
0.567124501179398
-0.560312262303193
pic =
Columns 1 through 4
[0.352315340402699] [0.209367422980785] [0.048625543080544] [0.092759047856488]
Column 5
[0.296932645679483]
mu =
Columns 1 through 4
[0.228289139606326] [0.862144360545118] [2.143852495016287] [-1.590480581357594]
Column 5
[-0.732985806630069]
sigma2 =
Columns 1 through 4
[0.168461913693602] [0.223701763516112] [0.299511759430659] [0.386542373647151]
Column 5
[0.190381317729827]
likelihood error: 0.068082
current f = [4.9e-09 -2.1e-09 5.1e-09 -5.1e-09]
w =
0.548716144601685
-0.251338241513223
0.567130802882290
-0.560448332540174
pic =
Columns 1 through 4
[0.352315340402699] [0.209367422980785] [0.048625543080544] [0.092759047856488]
Column 5
[0.296932645679483]
mu =
Columns 1 through 4
[0.228088475730139] [0.861719771360177] [2.144752972674763] [-1.590878466590793]
Column 5
[-0.732471501008782]
sigma2 =
Columns 1 through 4
[0.168119415851363] [0.223822683142444] [0.300326701585436] [0.387877333214852]
Column 5
[0.190422981990191]
likelihood error: 2.4428e-05
current f = [4.9e-09 -2.1e-09 5.1e-09 -5.1e-09]
w =
0.548716144601685
-0.251338241513223
0.567130802882290
-0.560448332540174
pic =
Columns 1 through 4
[0.352315340402699] [0.209367422980785] [0.048625543080544] [0.092759047856488]
Column 5
[0.296932645679483]
mu =
Columns 1 through 4
[0.228088475730139] [0.861719771360177] [2.144752972674763] [-1.590878466590793]
Column 5
[-0.732471501008782]
sigma2 =
Columns 1 through 4
[0.168119415851363] [0.223822683142444] [0.300326701585436] [0.387877333214852]
Column 5
[0.190422981990191]
Likelihood error: 0.073338
current f = [4.4e-09 -1.9e-09 4.6e-09 -4.6e-09]
w =
0.548123529973362
-0.249299604157790
0.567194806493552
-0.561872187209482
pic =
Columns 1 through 4
[0.353129288450665] [0.209098716135385] [0.048442875395792] [0.091914151109827]
Column 5
[0.297414968908332]
mu =
Columns 1 through 4
[0.229446665583031] [0.859065670986151] [2.146035745346010] [-1.594568024604540]
Column 5
[-0.733146786875462]
sigma2 =
Columns 1 through 4
[0.170515554941120] [0.227350159544962] [0.300526046556894] [0.388152801510806]
Column 5
[0.192006292772833]
likelihood error: 0.063496
current f = [4.6e-09 -2e-09 4.8e-09 -4.8e-09]
w =
0.548066849657988
-0.249105178339793
0.567200714251907
-0.562007729661806
pic =
Columns 1 through 4
[0.353129288450665] [0.209098716135385] [0.048442875395792] [0.091914151109827]
Column 5
[0.297414968908332]
mu =
Columns 1 through 4
[0.229244318131118] [0.858645629827782] [2.146932090358494] [-1.594971404074923]
Column 5
[-0.732632554519676]
sigma2 =
Columns 1 through 4
[0.170172690597209] [0.227469778045730] [0.301339004330042] [0.389497300986803]
Column 5
[0.192048499436594]
likelihood error: 7.6289e-05
current f = [4.6e-09 -2e-09 4.8e-09 -4.8e-09]
w =
0.548066849657988
-0.249105178339793
0.567200714251907
-0.562007729661806
pic =
Columns 1 through 4
[0.353129288450665] [0.209098716135385] [0.048442875395792] [0.091914151109827]
Column 5
[0.297414968908332]
mu =
Columns 1 through 4
[0.229244318131118] [0.858645629827782] [2.146932090358494] [-1.594971404074923]
Column 5
[-0.732632554519676]
sigma2 =
Columns 1 through 4
[0.170172690597209] [0.227469778045730] [0.301339004330042] [0.389497300986803]
Column 5
[0.192048499436594]
Likelihood error: 0.068106
current f = [4.1e-09 -1.7e-09 4.3e-09 -4.3e-09]
w =
0.547470020718085
-0.247063770787892
0.567260683624052
-0.563428244241294
pic =
Columns 1 through 4
[0.353939332160281] [0.208829348704364] [0.048270394304811] [0.091086000904226]
Column 5
[0.297874923926318]
mu =
Columns 1 through 4
[0.230539757386735] [0.856047275642788] [2.148136796494453] [-1.598741986864460]
Column 5
[-0.733299301259019]
sigma2 =
Columns 1 through 4
[0.172478725902699] [0.230905706831344] [0.301538955625777] [0.389663987162940]
Column 5
[0.193567048446217]
likelihood error: 0.059486
current f = [4.3e-09 -1.8e-09 4.5e-09 -4.5e-09]
w =
0.547413085195321
-0.246869581098483
0.567266192467072
-0.563563120675249
pic =
Columns 1 through 4
[0.353939332160281] [0.208829348704364] [0.048270394304811] [0.091086000904226]
Column 5
[0.297874923926318]
mu =
Columns 1 through 4
[0.230335978690745] [0.855632073541879] [2.149027997431402] [-1.599150479329285]
Column 5
[-0.732785589808846]
sigma2 =
Columns 1 through 4
[0.172135933598360] [0.231023967172942] [0.302349081719683] [0.391016586123940]
Column 5
[0.193609738754289]
likelihood error: 0.00012239
current f = [4.3e-09 -1.8e-09 4.5e-09 -4.5e-09]
w =
0.547413085195321
-0.246869581098483
0.567266192467072
-0.563563120675249
pic =
Columns 1 through 4
[0.353939332160281] [0.208829348704364] [0.048270394304811] [0.091086000904226]
Column 5
[0.297874923926318]
mu =
Columns 1 through 4
[0.230335978690745] [0.855632073541879] [2.149027997431402] [-1.599150479329285]
Column 5
[-0.732785589808846]
sigma2 =
Columns 1 through 4
[0.172135933598360] [0.231023967172942] [0.302349081719683] [0.391016586123940]
Column 5
[0.193609738754289]
Likelihood error: 0.063572
current f = [3.8e-09 -1.6e-09 4e-09 -4.1e-09]
w =
0.546812458478548
-0.244826830604357
0.567322084778455
-0.564979300865077
pic =
Columns 1 through 4
[0.354745307369372] [0.208558736515357] [0.048107656267461] [0.090273455669856]
Column 5
[0.298314844177955]
mu =
Columns 1 through 4
[0.231570941446055] [0.853087490073846] [2.150154267782446] [-1.602987209401476]
Column 5
[-0.733444711330171]
sigma2 =
Columns 1 through 4
[0.174358978793284] [0.234373724820886] [0.302552645249425] [0.391091343143873]
Column 5
[0.195073840096259]
likelihood error: 0.055956
current f = [4e-09 -1.7e-09 4.2e-09 -4.3e-09]
w =
0.546755313147015
-0.244633025992810
0.567327192568937
-0.565113410499241
pic =
Columns 1 through 4
[0.354745307369372] [0.208558736515357] [0.048107656267461] [0.090273455669856]
Column 5
[0.298314844177955]
mu =
Columns 1 through 4
[0.231365934463811] [0.852677303226323] [2.151039564940280] [-1.603400522506308]
Column 5
[-0.732931844844447]
sigma2 =
Columns 1 through 4
[0.174016597213929] [0.234490601647631] [0.303359319015331] [0.392450949239016]
Column 5
[0.195116964975067]
likelihood error: 0.00016369
current f = [4e-09 -1.7e-09 4.2e-09 -4.3e-09]
w =
0.546755313147015
-0.244633025992810
0.567327192568937
-0.565113410499241
pic =
Columns 1 through 4
[0.354745307369372] [0.208558736515357] [0.048107656267461] [0.090273455669856]
Column 5
[0.298314844177955]
mu =
Columns 1 through 4
[0.231365934463811] [0.852677303226323] [2.151039564940280] [-1.603400522506308]
Column 5
[-0.732931844844447]
sigma2 =
Columns 1 through 4
[0.174016597213929] [0.234490601647631] [0.303359319015331] [0.392450949239016]
Column 5
[0.195116964975067]
Likelihood error: 0.059609
current f = [3.6e-09 -1.5e-09 3.8e-09 -3.8e-09]
w =
0.546151179712790
-0.242589904695544
0.567378987534556
-0.566524590424838
pic =
Columns 1 through 4
[0.355547055787875] [0.208286398394364] [0.047954230947238] [0.089475572716305]
Column 5
[0.298736742154219]
mu =
Columns 1 through 4
[0.232542463652853] [0.850184798356186] [2.152087760661653] [-1.607290453106034]
Column 5
[-0.733583717064510]
sigma2 =
Columns 1 through 4
[0.176163029841828] [0.237758901730788] [0.303568770685296] [0.392448130644579]
Column 5
[0.196535592771413]
likelihood error: 0.052828
current f = [3.8e-09 -1.6e-09 3.9e-09 -4e-09]
w =
0.546093857459892
-0.242396588925179
0.567383694308225
-0.566657865002682
pic =
Columns 1 through 4
[0.355547055787875] [0.208286398394364] [0.047954230947238] [0.089475572716305]
Column 5
[0.298736742154219]
mu =
Columns 1 through 4
[0.232336386375468] [0.849779705477078] [2.152966613917448] [-1.607708375749432]
Column 5
[-0.733071910703031]
sigma2 =
Columns 1 through 4
[0.175821309349606] [0.237874396610293] [0.304371568488320] [0.393813964666015]
Column 5
[0.196579111799162]
likelihood error: 0.00020104
current f = [3.8e-09 -1.6e-09 3.9e-09 -4e-09]
w =
0.546093857459892
-0.242396588925179
0.567383694308225
-0.566657865002682
pic =
Columns 1 through 4
[0.355547055787875] [0.208286398394364] [0.047954230947238] [0.089475572716305]
Column 5
[0.298736742154219]
mu =
Columns 1 through 4
[0.232336386375468] [0.849779705477078] [2.152966613917448] [-1.607708375749432]
Column 5
[-0.733071910703031]
sigma2 =
Columns 1 through 4
[0.175821309349606] [0.237874396610293] [0.304371568488320] [0.393813964666015]
Column 5
[0.196579111799162]
Likelihood error: 0.05612
current f = [3.4e-09 -1.4e-09 3.6e-09 -3.6e-09]
w =
0.545486392986162
-0.240353660546435
0.567431388505650
-0.568063669213486
pic =
Columns 1 through 4
[0.356344426691236] [0.208011938377619] [0.047809702663063] [0.088691569869856]
Column 5
[0.299142362398227]
mu =
Columns 1 through 4
[0.233456330463189] [0.847337814515767] [2.153937644849580] [-1.611640156965574]
Column 5
[-0.733716501303219]
sigma2 =
Columns 1 through 4
[0.177896876247003] [0.241065417049912] [0.304588618365854] [0.393745896855070]
Column 5
[0.197960118662399]
likelihood error: 0.050042
current f = [3.6e-09 -1.5e-09 3.7e-09 -3.8e-09]
w =
0.545428915341534
-0.240160897304987
0.567435695909254
-0.568196068920260
pic =
Columns 1 through 4
[0.356344426691236] [0.208011938377619] [0.047809702663063] [0.088691569869856]
Column 5
[0.299142362398227]
mu =
Columns 1 through 4
[0.233249299518593] [0.846937811056857] [2.154809706746232] [-1.612062553333118]
Column 5
[-0.733205873185041]
sigma2 =
Columns 1 through 4
[0.177555988553843] [0.241179554649406] [0.305387289199846] [0.395117464444175]
Column 5
[0.198003999218769]
likelihood error: 0.00023519
current f = [3.6e-09 -1.5e-09 3.7e-09 -3.8e-09]
w =
0.545428915341534
-0.240160897304987
0.567435695909254
-0.568196068920260
pic =
Columns 1 through 4
[0.356344426691236] [0.208011938377619] [0.047809702663063] [0.088691569869856]
Column 5
[0.299142362398227]
mu =
Columns 1 through 4
[0.233249299518593] [0.846937811056857] [2.154809706746232] [-1.612062553333118]
Column 5
[-0.733205873185041]
sigma2 =
Columns 1 through 4
[0.177555988553843] [0.241179554649406] [0.305387289199846] [0.395117464444175]
Column 5
[0.198003999218769]
Likelihood error: 0.053029
current f = [3.2e-09 -1.3e-09 3.4e-09 -3.4e-09]
w =
0.544818188173197
-0.238118355396991
0.567479297866544
-0.569596380925800
pic =
Columns 1 through 4
[0.357137278806987] [0.207735031100200] [0.047673671283917] [0.087920794548975]
Column 5
[0.299533224259921]
mu =
Columns 1 through 4
[0.234314339176823] [0.844545252526812] [2.155704889035877] [-1.616026162214945]
Column 5
[-0.733842841705638]
sigma2 =
Columns 1 through 4
[0.179565893318055] [0.244297039741634] [0.305613209705757] [0.394994824178868]
Column 5
[0.199354297116643]
likelihood error: 0.04755
current f = [3.4e-09 -1.4e-09 3.5e-09 -3.6e-09]
w =
0.544760566257265
-0.237926172551535
0.567483208675728
-0.569727890970640
pic =
Columns 1 through 4
[0.357137278806987] [0.207735031100200] [0.047673671283917] [0.087920794548975]
Column 5
[0.299533224259921]
mu =
Columns 1 through 4
[0.234106432817416] [0.844150262432791] [2.156569981985906] [-1.616452967106259]
Column 5
[-0.733333422594838]
sigma2 =
Columns 1 through 4
[0.179225939673716] [0.244409864734101] [0.306407654937323] [0.396371892772397]
Column 5
[0.199398513673335]
likelihood error: 0.00026682
current f = [3.4e-09 -1.4e-09 3.5e-09 -3.6e-09]
w =
0.544760566257265
-0.237926172551535
0.567483208675728
-0.569727890970640
pic =
Columns 1 through 4
[0.357137278806987] [0.207735031100200] [0.047673671283917] [0.087920794548975]
Column 5
[0.299533224259921]
mu =
Columns 1 through 4
[0.234106432817416] [0.844150262432791] [2.156569981985906] [-1.616452967106259]
Column 5
[-0.733333422594838]
sigma2 =
Columns 1 through 4
[0.179225939673716] [0.244409864734101] [0.306407654937323] [0.396371892772397]
Column 5
[0.199398513673335]
Likelihood error: 0.050277
current f = [3e-09 -1.2e-09 3.2e-09 -3.3e-09]
w =
0.544146543823307
-0.235883871987133
0.567522734574306
-0.571122827012147
pic =
Columns 1 through 4
[0.357925482235720] [0.207455409709607] [0.047545752708863] [0.087162698790192]
Column 5
[0.299910656555618]
mu =
Columns 1 through 4
[0.235118100008977] [0.841805903004475] [2.157390926024462] [-1.620439488211881]
Column 5
[-0.733962197266799]
sigma2 =
Columns 1 through 4
[0.181174916033603] [0.247457207520064] [0.306643381532992] [0.396204010432794]
Column 5
[0.200724224896370]
likelihood error: 0.045313
current f = [3.2e-09 -1.3e-09 3.3e-09 -3.4e-09]
w =
0.544088779132321
-0.235692265152546
0.567526252276586
-0.571253454745361
pic =
Columns 1 through 4
[0.357925482235720] [0.207455409709607] [0.047545752708863] [0.087162698790192]
Column 5
[0.299910656555618]
mu =
Columns 1 through 4
[0.234909360613734] [0.841415788498975] [2.158249022831801] [-1.620870703394452]
Column 5
[-0.733453938547141]
sigma2 =
Columns 1 through 4
[0.180835934199972] [0.247568782074819] [0.307433637955718] [0.397586590453191]
Column 5
[0.200768758415795]
likelihood error: 0.00029653
current f = [3.2e-09 -1.3e-09 3.3e-09 -3.4e-09]
w =
0.544088779132321
-0.235692265152546
0.567526252276586
-0.571253454745361
pic =
Columns 1 through 4
[0.357925482235720] [0.207455409709607] [0.047545752708863] [0.087162698790192]
Column 5
[0.299910656555618]
mu =
Columns 1 through 4
[0.234909360613734] [0.841415788498975] [2.158249022831801] [-1.620870703394452]
Column 5
[-0.733453938547141]
sigma2 =
Columns 1 through 4
[0.180835934199972] [0.247568782074819] [0.307433637955718] [0.397586590453191]
Column 5
[0.200768758415795]
Likelihood error: 0.047816
current f = [2.9e-09 -1.2e-09 3e-09 -3.1e-09]
w =
0.543471333016025
-0.233649748059396
0.567561722152676
-0.572643341862643
pic =
Columns 1 through 4
[0.358708920308900] [0.207172855805219] [0.047425579037094] [0.086416819044081]
Column 5
[0.300275825804705]
mu =
Columns 1 through 4
[0.235869051890517] [0.839118615146666] [2.158997544755047] [-1.624872149292405]
Column 5
[-0.734073774836530]
sigma2 =
Columns 1 through 4
[0.182728308201334] [0.250549091283738] [0.307679848628616] [0.397381694846029]
Column 5
[0.202075342592580]
likelihood error: 0.0433
current f = [3e-09 -1.2e-09 3.2e-09 -3.3e-09]
w =
0.543413418072550
-0.233458683602445
0.567564850583809
-0.572773114332854
pic =
Columns 1 through 4
[0.358708920308900] [0.207172855805219] [0.047425579037094] [0.086416819044081]
Column 5
[0.300275825804705]
mu =
Columns 1 through 4
[0.235659488070782] [0.838733184910058] [2.159848751872581] [-1.625307840696172]
Column 5
[-0.733566555102201]
sigma2 =
Columns 1 through 4
[0.182390278410424] [0.250659493035476] [0.308466074225176] [0.398770024430404]
Column 5
[0.202120180009497]
likelihood error: 0.00032485
current f = [3e-09 -1.2e-09 3.2e-09 -3.3e-09]
w =
0.543413418072550
-0.233458683602445
0.567564850583809
-0.572773114332854
pic =
Columns 1 through 4
[0.358708920308900] [0.207172855805219] [0.047425579037094] [0.086416819044081]
Column 5
[0.300275825804705]
mu =
Columns 1 through 4
[0.235659488070782] [0.838733184910058] [2.159848751872581] [-1.625307840696172]
Column 5
[-0.733566555102201]
sigma2 =
Columns 1 through 4
[0.182390278410424] [0.250659493035476] [0.308466074225176] [0.398770024430404]
Column 5
[0.202120180009497]
Likelihood error: 0.045609
current f = [2.8e-09 -1.1e-09 2.9e-09 -3e-09]
w =
0.542792327925581
-0.231415200592524
0.567596284933237
-0.574158472044325
pic =
Columns 1 through 4
[0.359487491328835] [0.206887191016810] [0.047312798506259] [0.085682759802671]
Column 5
[0.300629759345425]
mu =
Columns 1 through 4
[0.236568473433421] [0.836482282797663] [2.160526803504033] [-1.629317004268702]
Column 5
[-0.734176579849680]
sigma2 =
Columns 1 through 4
[0.184230021638628] [0.253575647846620] [0.308723252515683] [0.398535441423407]
Column 5
[0.203412541804905]
likelihood error: 0.041486
current f = [2.9e-09 -1.2e-09 3e-09 -3.1e-09]
w =
0.542734246814586
-0.231224618160235
0.567599027957414
-0.574287433924831
pic =
Columns 1 through 4
[0.359487491328835] [0.206887191016810] [0.047312798506259] [0.085682759802671]
Column 5
[0.300629759345425]
mu =
Columns 1 through 4
[0.236358061802275] [0.836101298806584] [2.161371346598245] [-1.629757299894059]
Column 5
[-0.733670210343898]
sigma2 =
Columns 1 through 4
[0.183892871678924] [0.253684968265222] [0.309505714481793] [0.399929974197608]
Column 5
[0.203457675571639]
likelihood error: 0.00035228
current f = [2.9e-09 -1.2e-09 3e-09 -3.1e-09]
w =
0.542734246814586
-0.231224618160235
0.567599027957414
-0.574287433924831
pic =
Columns 1 through 4
[0.359487491328835] [0.206887191016810] [0.047312798506259] [0.085682759802671]
Column 5
[0.300629759345425]
mu =
Columns 1 through 4
[0.236358061802275] [0.836101298806584] [2.161371346598245] [-1.629757299894059]
Column 5
[-0.733670210343898]
sigma2 =
Columns 1 through 4
[0.183892871678924] [0.253684968265222] [0.309505714481793] [0.399929974197608]
Column 5
[0.203457675571639]
Likelihood error: 0.043625
current f = [2.6e-09 -1e-09 2.8e-09 -2.9e-09]
w =
0.542109203237683
-0.229179145452821
0.567626444663175
-0.575668959023775
pic =
Columns 1 through 4
[0.360261110166081] [0.206598269919122] [0.047207075258375] [0.084960180309822]
Column 5
[0.300973364346601]
mu =
Columns 1 through 4
[0.237217490125170] [0.833895833746297] [2.161980959915584] [-1.633767632056264]
Column 5
[-0.734269454537245]
sigma2 =
Columns 1 through 4
[0.185683647234394] [0.256539663405574] [0.309774199656793] [0.399672288764132]
Column 5
[0.204740256722285]
likelihood error: 0.03985
current f = [2.7e-09 -1.1e-09 2.9e-09 -3e-09]
w =
0.542050932042057
-0.228988960089901
0.567628805888938
-0.575797170855146
pic =
Columns 1 through 4
[0.360261110166081] [0.206598269919122] [0.047207075258375] [0.084960180309822]
Column 5
[0.300973364346601]
mu =
Columns 1 through 4
[0.237006176769272] [0.833519016979060] [2.162819171417945] [-1.634212720511413]
Column 5
[-0.733763683602474]
sigma2 =
Columns 1 through 4
[0.185347256772250] [0.256648006509377] [0.310553264354080] [0.401073684324228]
Column 5
[0.204785684402441]
likelihood error: 0.00037926
current f = [2.7e-09 -1.1e-09 2.9e-09 -3e-09]
w =
0.542050932042057
-0.228988960089901
0.567628805888938
-0.575797170855146
pic =
Columns 1 through 4
[0.360261110166081] [0.206598269919122] [0.047207075258375] [0.084960180309822]
Column 5
[0.300973364346601]
mu =
Columns 1 through 4
[0.237006176769272] [0.833519016979060] [2.162819171417945] [-1.634212720511413]
Column 5
[-0.733763683602474]
sigma2 =
Columns 1 through 4
[0.185347256772250] [0.256648006509377] [0.310553264354080] [0.401073684324228]
Column 5
[0.204785684402441]
Likelihood error: 0.041838
current f = [2.5e-09 -9.9e-10 2.6e-09 -2.7e-09]
w =
0.541421538504918
-0.226940212941942
0.567652217400826
-0.577175724959279
pic =
Columns 1 through 4
[0.361029709710469] [0.206305974042918] [0.047108088978773] [0.084248783756174]
Column 5
[0.301307443511667]
mu =
Columns 1 through 4
[0.237817078533167] [0.831358221557301] [2.163362414507697] [-1.638218228312049]
Column 5
[-0.734351106162889]
sigma2 =
Columns 1 through 4
[0.187092459338259] [0.259443789658120] [0.310833291495417] [0.400798873529100]
Column 5
[0.206062543002185]
likelihood error: 0.038375
current f = [2.6e-09 -1e-09 2.8e-09 -2.9e-09]
w =
0.541363045649663
-0.226750316844834
0.567654199925683
-0.577303261667878
pic =
Columns 1 through 4
[0.361029709710469] [0.206305974042918] [0.047108088978773] [0.084248783756174]
Column 5
[0.301307443511667]
mu =
Columns 1 through 4
[0.237604780210899] [0.830985256721860] [2.164194722908816] [-1.638668357927714]
Column 5
[-0.733845622817468]
sigma2 =
Columns 1 through 4
[0.186756663553669] [0.259551271028395] [0.311609416082596] [0.402207990408601]
Column 5
[0.206108266900917]
likelihood error: 0.00040619
current f = [2.6e-09 -1e-09 2.8e-09 -2.9e-09]
w =
0.541363045649663
-0.226750316844834
0.567654199925683
-0.577303261667878
pic =
Columns 1 through 4
[0.361029709710469] [0.206305974042918] [0.047108088978773] [0.084248783756174]
Column 5
[0.301307443511667]
mu =
Columns 1 through 4
[0.237604780210899] [0.830985256721860] [2.164194722908816] [-1.638668357927714]
Column 5
[-0.733845622817468]
sigma2 =
Columns 1 through 4
[0.186756663553669] [0.259551271028395] [0.311609416082596] [0.402207990408601]
Column 5
[0.206108266900917]
Likelihood error: 0.040229
current f = [2.4e-09 -9.4e-10 2.5e-09 -2.6e-09]
w =
0.540728819485007
-0.224696759566771
0.567673610627811
-0.578679861257010
pic =
Columns 1 through 4
[0.361793242186380] [0.206010206791508] [0.047015534443176] [0.083548308479063]
Column 5
[0.301632708099873]
mu =
Columns 1 through 4
[0.238368068083690] [0.828868419380733] [2.164673665036655] [-1.642663519039490]
Column 5
[-0.734420127265392]
sigma2 =
Columns 1 through 4
[0.188459454614480] [0.262290574086864] [0.311901148235692] [0.401921533284147]
Column 5
[0.207383146284001]
likelihood error: 0.037047
current f = [2.5e-09 -9.8e-10 2.7e-09 -2.7e-09]
w =
0.540670065996017
-0.224507023509427
0.567675216805276
-0.578806810918297
pic =
Columns 1 through 4
[0.361793242186380] [0.206010206791508] [0.047015534443176] [0.083548308479063]
Column 5
[0.301632708099873]
mu =
Columns 1 through 4
[0.238154673162713] [0.828498958787236] [2.165500585733403] [-1.643118997533246]
Column 5
[-0.733914563985962]
sigma2 =
Columns 1 through 4
[0.188124047210560] [0.262397320152527] [0.312674873787711] [0.403339424273114]
Column 5
[0.207429173105130]
likelihood error: 0.00043347
current f = [2.5e-09 -9.8e-10 2.7e-09 -2.7e-09]
w =
0.540670065996017
-0.224507023509427
0.567675216805276
-0.578806810918297
pic =
Columns 1 through 4
[0.361793242186380] [0.206010206791508] [0.047015534443176] [0.083548308479063]
Column 5
[0.301632708099873]
mu =
Columns 1 through 4
[0.238154673162713] [0.828498958787236] [2.165500585733403] [-1.643118997533246]
Column 5
[-0.733914563985962]
sigma2 =
Columns 1 through 4
[0.188124047210560] [0.262397320152527] [0.312674873787711] [0.403339424273114]
Column 5
[0.207429173105130]
Likelihood error: 0.038781
current f = [2.3e-09 -8.9e-10 2.4e-09 -2.5e-09]
w =
0.540030438473651
-0.222446876242092
0.567690620511334
-0.580182619667528
pic =
Columns 1 through 4
[0.362551680352827] [0.205710889109430] [0.046929121000063] [0.082858520782064]
Column 5
[0.301949788755617]
mu =
Columns 1 through 4
[0.238871140812046] [0.826425415301048] [2.165917269658447] [-1.647098687949226]
Column 5
[-0.734475009446084]
sigma2 =
Columns 1 through 4
[0.189787386266107] [0.265082485623752] [0.312978427848068] [0.403046393309040]
Column 5
[0.208705562240640]
likelihood error: 0.035854
current f = [2.4e-09 -9.4e-10 2.5e-09 -2.6e-09]
w =
0.539971378154550
-0.222257150699389
0.567691851734643
-0.580309082489746
pic =
Columns 1 through 4
[0.362551680352827] [0.205710889109430] [0.046929121000063] [0.082858520782064]
Column 5
[0.301949788755617]
mu =
Columns 1 through 4
[0.238656509951547] [0.826059081975319] [2.166739397202814] [-1.647559882630199]
Column 5
[-0.733968944209151]
sigma2 =
Columns 1 through 4
[0.189452121896828] [0.265188633194065] [0.313750373817482] [0.404474303059554]
Column 5
[0.208751902762260]
likelihood error: 0.00046146
current f = [2.4e-09 -9.4e-10 2.5e-09 -2.6e-09]
w =
0.539971378154550
-0.222257150699389
0.567691851734643
-0.580309082489746
pic =
Columns 1 through 4
[0.362551680352827] [0.205710889109430] [0.046929121000063] [0.082858520782064]
Column 5
[0.301949788755617]
mu =
Columns 1 through 4
[0.238656509951547] [0.826059081975319] [2.166739397202814] [-1.647559882630199]
Column 5
[-0.733968944209151]
sigma2 =
Columns 1 through 4
[0.189452121896828] [0.265188633194065] [0.313750373817482] [0.404474303059554]
Column 5
[0.208751902762260]
Likelihood error: 0.03748
current f = [2.2e-09 -8.5e-10 2.3e-09 -2.4e-09]
w =
0.539325693617787
-0.220188393047860
0.567703229252806
-0.581685405760716
pic =
Columns 1 through 4
[0.363305018615650] [0.205407955779492] [0.046848572009359] [0.082179209063873]
Column 5
[0.302259244531625]
mu =
Columns 1 through 4
[0.239326829348647] [0.824028208881253] [2.167095817246688] [-1.651519315013824]
Column 5
[-0.734514151892117]
sigma2 =
Columns 1 through 4
[0.191078794359631] [0.267821936674511] [0.314065841478430] [0.404179441076295]
Column 5
[0.210033089738620]
likelihood error: 0.034788
current f = [2.3e-09 -8.9e-10 2.4e-09 -2.5e-09]
w =
0.539266273146375
-0.219998509035674
0.567704085749922
-0.581811493269528
pic =
Columns 1 through 4
[0.363305018615650] [0.205407955779492] [0.046848572009359] [0.082179209063873]
Column 5
[0.302259244531625]
mu =
Columns 1 through 4
[0.239110795925816] [0.823664598996191] [2.167913818872952] [-1.651986653533275]
Column 5
[-0.734007109508505]
sigma2 =
Columns 1 through 4
[0.190743390509059] [0.267927632704475] [0.314836701386686] [0.405618805984052]
Column 5
[0.210079758499630]
likelihood error: 0.00049052
current f = [2.3e-09 -8.9e-10 2.4e-09 -2.5e-09]
w =
0.539266273146375
-0.219998509035674
0.567704085749922
-0.581811493269528
pic =
Columns 1 through 4
[0.363305018615650] [0.205407955779492] [0.046848572009359] [0.082179209063873]
Column 5
[0.302259244531625]
mu =
Columns 1 through 4
[0.239110795925816] [0.823664598996191] [2.167913818872952] [-1.651986653533275]
Column 5
[-0.734007109508505]
sigma2 =
Columns 1 through 4
[0.190743390509059] [0.267927632704475] [0.314836701386686] [0.405618805984052]
Column 5
[0.210079758499630]
Likelihood error: 0.036316
current f = [2.1e-09 -8.1e-10 2.2e-09 -2.3e-09]
w =
0.538613787172904
-0.217918880591093
0.567711402459757
-0.583189774665517
pic =
Columns 1 through 4
[0.364053274083762] [0.205101352247841] [0.046773624253646] [0.081510179006172]
Column 5
[0.302561570408579]
mu =
Columns 1 through 4
[0.239735513300431] [0.821675808633801] [2.168211903549638] [-1.655921324163760]
Column 5
[-0.734535865549902]
sigma2 =
Columns 1 through 4
[0.192336032846841] [0.270511302303908] [0.315164166201033] [0.405326591413671]
Column 5
[0.211368878418155]
likelihood error: 0.03384
current f = [2.2e-09 -8.5e-10 2.4e-09 -2.5e-09]
w =
0.538553946117284
-0.217728650236743
0.567711883094494
-0.583315609073962
pic =
Columns 1 through 4
[0.364053274083762] [0.205101352247841] [0.046773624253646] [0.081510179006172]
Column 5
[0.302561570408579]
mu =
Columns 1 through 4
[0.239517883576295] [0.821314493320667] [2.169026513876667] [-1.656395295829116]
Column 5
[-0.734027318310651]
sigma2 =
Columns 1 through 4
[0.192000171184294] [0.270616703882888] [0.315934704472889] [0.406779041812629]
Column 5
[0.211415893408282]
likelihood error: 0.00052101
current f = [2.2e-09 -8.5e-10 2.4e-09 -2.5e-09]
w =
0.538553946117284
-0.217728650236743
0.567711883094494
-0.583315609073962
pic =
Columns 1 through 4
[0.364053274083762] [0.205101352247841] [0.046773624253646] [0.081510179006172]
Column 5
[0.302561570408579]
mu =
Columns 1 through 4
[0.239517883576295] [0.821314493320667] [2.169026513876667] [-1.656395295829116]
Column 5
[-0.734027318310651]
sigma2 =
Columns 1 through 4
[0.192000171184294] [0.270616703882888] [0.315934704472889] [0.406779041812629]
Column 5
[0.211415893408282]
Likelihood error: 0.035278
current f = [2e-09 -7.7e-10 2.2e-09 -2.3e-09]
w =
0.537893822648061
-0.215635647961166
0.567715086477178
-0.584697429000152
pic =
Columns 1 through 4
[0.364796487604623] [0.204791031895505] [0.046704027334197] [0.080851249618005]
Column 5
[0.302857203547669]
mu =
Columns 1 through 4
[0.240097414101344] [0.819367230212153] [2.169268112118436] [-1.660300938472567]
Column 5
[-0.734538373641603]
sigma2 =
Columns 1 through 4
[0.193561293778342] [0.273152937243386] [0.316274255872621] [0.406493744827174]
Column 5
[0.212715971803317]
likelihood error: 0.033005
current f = [2.1e-09 -8.1e-10 2.3e-09 -2.4e-09]
w =
0.537833493401245
-0.215444864813638
0.567715188551381
-0.584823142751243
pic =
Columns 1 through 4
[0.364796487604623] [0.204791031895505] [0.046704027334197] [0.080851249618005]
Column 5
[0.302857203547669]
mu =
Columns 1 through 4
[0.239877967117508] [0.819007756801866] [2.170080128938997] [-1.660782096153083]
Column 5
[-0.734027741281449]
sigma2 =
Columns 1 through 4
[0.193224621006462] [0.273258211802637] [0.317045305746931] [0.407961109576923]
Column 5
[0.212763354148851]
likelihood error: 0.00055328
current f = [2.1e-09 -8.1e-10 2.3e-09 -2.4e-09]
w =
0.537833493401245
-0.215444864813638
0.567715188551381
-0.584823142751243
pic =
Columns 1 through 4
[0.364796487604623] [0.204791031895505] [0.046704027334197] [0.080851249618005]
Column 5
[0.302857203547669]
mu =
Columns 1 through 4
[0.239877967117508] [0.819007756801866] [2.170080128938997] [-1.660782096153083]
Column 5
[-0.734027741281449]
sigma2 =
Columns 1 through 4
[0.193224621006462] [0.273258211802637] [0.317045305746931] [0.407961109576923]
Column 5
[0.212763354148851]
Likelihood error: 0.034361
current f = [2e-09 -7.4e-10 2.1e-09 -2.2e-09]
w =
0.537164800762619
-0.213335737211567
0.567714205612035
-0.586210218952060
pic =
Columns 1 through 4
[0.365534724816619] [0.204476953690192] [0.046639543061033] [0.080202249972643]
Column 5
[0.303146528459513]
mu =
Columns 1 through 4
[0.240412588333873] [0.817101495168348] [2.170266999133563] [-1.664654641495796]
Column 5
[-0.734519809038514]
sigma2 =
Columns 1 through 4
[0.194756629123976] [0.275749191275001] [0.317397050703805] [0.407686841045908]
Column 5
[0.214077346895847]
likelihood error: 0.032278
current f = [2.1e-09 -7.7e-10 2.2e-09 -2.3e-09]
w =
0.537103908393246
-0.213144176297349
0.567713924663744
-0.586335954423697
pic =
Columns 1 through 4
[0.365534724816619] [0.204476953690192] [0.046639543061033] [0.080202249972643]
Column 5
[0.303146528459513]
mu =
Columns 1 through 4
[0.240191075528558] [0.816743387903101] [2.171077280213919] [-1.665143604157805]
Column 5
[-0.734006458012469]
sigma2 =
Columns 1 through 4
[0.194418757330326] [0.275854517014500] [0.318169513170021] [0.409171154632902]
Column 5
[0.214125120532456]
likelihood error: 0.00058772
current f = [2.1e-09 -7.7e-10 2.2e-09 -2.3e-09]
w =
0.537103908393246
-0.213144176297349
0.567713924663744
-0.586335954423697
pic =
Columns 1 through 4
[0.365534724816619] [0.204476953690192] [0.046639543061033] [0.080202249972643]
Column 5
[0.303146528459513]
mu =
Columns 1 through 4
[0.240191075528558] [0.816743387903101] [2.171077280213919] [-1.665143604157805]
Column 5
[-0.734006458012469]
sigma2 =
Columns 1 through 4
[0.194418757330326] [0.275854517014500] [0.318169513170021] [0.409171154632902]
Column 5
[0.214125120532456]
Likelihood error: 0.033558
current f = [1.9e-09 -7e-10 2e-09 -2.1e-09]
w =
0.536425614118291
-0.211015914247347
0.567708659180704
-0.587730144497141
pic =
Columns 1 through 4
[0.366268077258166] [0.204159080164729] [0.046579944843575] [0.079563016503724]
Column 5
[0.303429881229806]
mu =
Columns 1 through 4
[0.240680919461583] [0.814877630164819] [2.171211081409699] [-1.668979143679989]
Column 5
[-0.734478208858893]
sigma2 =
Columns 1 through 4
[0.195923970553746] [0.278302423462656] [0.318533586054295] [0.408911909532222]
Column 5
[0.215455951085200]
likelihood error: 0.031657
current f = [2e-09 -7.4e-10 2.1e-09 -2.2e-09]
w =
0.536364076134018
-0.210823331874493
0.567707988773117
-0.587856053860966
pic =
Columns 1 through 4
[0.366268077258166] [0.204159080164729] [0.046579944843575] [0.079563016503724]
Column 5
[0.303429881229806]
mu =
Columns 1 through 4
[0.240457063990372] [0.814520390412102] [2.172020542231536] [-1.669476599599386]
Column 5
[-0.733961450917577]
sigma2 =
Columns 1 through 4
[0.195584477070528] [0.278407990002348] [0.319308429777473] [0.410415421848508]
Column 5
[0.215504142407819]
likelihood error: 0.00062471
current f = [2e-09 -7.4e-10 2.1e-09 -2.2e-09]
w =
0.536364076134018
-0.210823331874493
0.567707988773117
-0.587856053860966
pic =
Columns 1 through 4
[0.366268077258166] [0.204159080164729] [0.046579944843575] [0.079563016503724]
Column 5
[0.303429881229806]
mu =
Columns 1 through 4
[0.240457063990372] [0.814520390412102] [2.172020542231536] [-1.669476599599386]
Column 5
[-0.733961450917577]
sigma2 =
Columns 1 through 4
[0.195584477070528] [0.278407990002348] [0.319308429777473] [0.410415421848508]
Column 5
[0.215504142407819]
Likelihood error: 0.032866
current f = [1.8e-09 -6.7e-10 1.9e-09 -2e-09]
w =
0.535675040467858
-0.208672655942275
0.567698318303198
-0.589259359776700
pic =
Columns 1 through 4
[0.366996663575629] [0.203837375679169] [0.046525017086329] [0.078933390752247]
Column 5
[0.303707552906627]
mu =
Columns 1 through 4
[0.240902107856714] [0.812694666565246] [2.172102826979870] [-1.673271352958610]
Column 5
[-0.734411506536349]
sigma2 =
Columns 1 through 4
[0.197065147484135] [0.280815015638409] [0.319685000874269] [0.410175118462108]
Column 5
[0.216854737114930]
likelihood error: 0.031139
current f = [1.9e-09 -7e-10 2e-09 -2.2e-09]
w =
0.535612766486813
-0.208478789252357
0.567697249799012
-0.589385605004199
pic =
Columns 1 through 4
[0.366996663575629] [0.203837375679169] [0.046525017086329] [0.078933390752247]
Column 5
[0.303707552906627]
mu =
Columns 1 through 4
[0.240675603600330] [0.812337772559120] [2.172912439363337] [-1.673778063668230]
Column 5
[-0.733890596576231]
sigma2 =
Columns 1 through 4
[0.196723574254851] [0.280921024903713] [0.320463263082898] [0.411700307470981]
Column 5
[0.216903374592777]
likelihood error: 0.00066468
current f = [1.9e-09 -7e-10 2e-09 -2.2e-09]
w =
0.535612766486813
-0.208478789252357
0.567697249799012
-0.589385605004199
pic =
Columns 1 through 4
[0.366996663575629] [0.203837375679169] [0.046525017086329] [0.078933390752247]
Column 5
[0.303707552906627]
mu =
Columns 1 through 4
[0.240675603600330] [0.812337772559120] [2.172912439363337] [-1.673778063668230]
Column 5
[-0.733890596576231]
sigma2 =
Columns 1 through 4
[0.196723574254851] [0.280921024903713] [0.320463263082898] [0.411700307470981]
Column 5
[0.216903374592777]
Likelihood error: 0.032281
current f = [1.8e-09 -6.4e-10 1.9e-09 -2e-09]
w =
0.534911734436628
-0.206302133250847
0.567683022360158
-0.590800179679158
pic =
Columns 1 through 4
[0.367720630874749] [0.203511804932728] [0.046474554592176] [0.078313217475859]
Column 5
[0.303979792124489]
mu =
Columns 1 through 4
[0.241075658954029] [0.810551640361103] [2.172944647755548] [-1.677528348813042]
Column 5
[-0.734317521502402]
sigma2 =
Columns 1 through 4
[0.198181903655875] [0.283289385504360] [0.320852546149654] [0.411482823508006]
Column 5
[0.218276696776312]
likelihood error: 0.030724
current f = [1.9e-09 -6.7e-10 2e-09 -2.1e-09]
w =
0.534848625761150
-0.206106699515577
0.567681544675522
-0.590926932689735
pic =
Columns 1 through 4
[0.367720630874749] [0.203511804932728] [0.046474554592176] [0.078313217475859]
Column 5
[0.303979792124489]
mu =
Columns 1 through 4
[0.240846169192163] [0.810194546489143] [2.173755439307234] [-1.678045153853488]
Column 5
[-0.733791654657318]
sigma2 =
Columns 1 through 4
[0.197837756101798] [0.283396052860947] [0.321635334470780] [0.413032411057039]
Column 5
[0.218325810518553]
likelihood error: 0.00070811
current f = [1.9e-09 -6.7e-10 2e-09 -2.1e-09]
w =
0.534848625761150
-0.206106699515577
0.567681544675522
-0.590926932689735
pic =
Columns 1 through 4
[0.367720630874749] [0.203511804932728] [0.046474554592176] [0.078313217475859]
Column 5
[0.303979792124489]
mu =
Columns 1 through 4
[0.240846169192163] [0.810194546489143] [2.173755439307234] [-1.678045153853488]
Column 5
[-0.733791654657318]
sigma2 =
Columns 1 through 4
[0.197837756101798] [0.283396052860947] [0.321635334470780] [0.413032411057039]
Column 5
[0.218325810518553]
Likelihood error: 0.031803
current f = [1.7e-09 -6.2e-10 1.8e-09 -1.9e-09]
w =
0.534134217523622
-0.203900190015272
0.567662575018203
-0.592355088703049
pic =
Columns 1 through 4
[0.368440156263579] [0.203182331699790] [0.046428361974223] [0.077702343047917]
Column 5
[0.304246807014490]
mu =
Columns 1 through 4
[0.241200869309688] [0.808447592419613] [2.173738893834586] [-1.681747359207285]
Column 5
[-0.734193946538369]
sigma2 =
Columns 1 through 4
[0.199275912477520] [0.285727999676631] [0.322037593660463] [0.412841617638759]
Column 5
[0.219724893950419]
likelihood error: 0.030413
current f = [1.8e-09 -6.5e-10 1.9e-09 -2e-09]
w =
0.534070166609148
-0.203702885671676
0.567660674350004
-0.592482531650063
pic =
Columns 1 through 4
[0.368440156263579] [0.203182331699790] [0.046428361974223] [0.077702343047917]
Column 5
[0.304246807014490]
mu =
Columns 1 through 4
[0.240968025036210] [0.808089728068050] [2.174551948167686] [-1.682275181761808]
Column 5
[-0.733662254468303]
sigma2 =
Columns 1 through 4
[0.198928657850697] [0.285835555335111] [0.322826088895638] [0.414418588738813]
Column 5
[0.219774515204661]
likelihood error: 0.00075549
current f = [1.8e-09 -6.5e-10 1.9e-09 -2e-09]
w =
0.534070166609148
-0.203702885671676
0.567660674350004
-0.592482531650063
pic =
Columns 1 through 4
[0.368440156263579] [0.203182331699790] [0.046428361974223] [0.077702343047917]
Column 5
[0.304246807014490]
mu =
Columns 1 through 4
[0.240968025036210] [0.808089728068050] [2.174551948167686] [-1.682275181761808]
Column 5
[-0.733662254468303]
sigma2 =
Columns 1 through 4
[0.198928657850697] [0.285835555335111] [0.322826088895638] [0.414418588738813]
Column 5
[0.219774515204661]
Likelihood error: 0.031432
current f = [1.7e-09 -5.9e-10 1.8e-09 -1.9e-09]
w =
0.533340866175228
-0.201462317094466
0.567636739715878
-0.593926752208928
pic =
Columns 1 through 4
[0.369155448639186] [0.202848917771655] [0.046386253075691] [0.077100614086545]
Column 5
[0.304508766426924]
mu =
Columns 1 through 4
[0.241276810289598] [0.806381569066396] [2.174487849087952] [-1.685925739911871]
Column 5
[-0.734038332773185]
sigma2 =
Columns 1 through 4
[0.200348791342798] [0.288133386975109] [0.323241645325734] [0.414258383081977]
Column 5
[0.221202497586654]
likelihood error: 0.030207
current f = [1.7e-09 -6.2e-10 1.9e-09 -2e-09]
w =
0.533275755985759
-0.201262816509578
0.567634399235443
-0.594055077900799
pic =
Columns 1 through 4
[0.369155448639186] [0.202848917771655] [0.046386253075691] [0.077100614086545]
Column 5
[0.304508766426924]
mu =
Columns 1 through 4
[0.241040208140318] [0.806022337030582] [2.175304306763459] [-1.686465593419595]
Column 5
[-0.733499879095060]
sigma2 =
Columns 1 through 4
[0.199997856545697] [0.288242077692641] [0.324037105169422] [0.415866009038151]
Column 5
[0.221252658148213]
likelihood error: 0.0008074
current f = [1.7e-09 -6.2e-10 1.9e-09 -2e-09]
w =
0.533275755985759
-0.201262816509578
0.567634399235443
-0.594055077900799
pic =
Columns 1 through 4
[0.369155448639186] [0.202848917771655] [0.046386253075691] [0.077100614086545]
Column 5
[0.304508766426924]
mu =
Columns 1 through 4
[0.241040208140318] [0.806022337030582] [2.175304306763459] [-1.686465593419595]
Column 5
[-0.733499879095060]
sigma2 =
Columns 1 through 4
[0.199997856545697] [0.288242077692641] [0.324037105169422] [0.415866009038151]
Column 5
[0.221252658148213]
Likelihood error: 0.031168
current f = [1.6e-09 -5.7e-10 1.7e-09 -1.8e-09]
w =
0.532529897683736
-0.198983621358639
0.567605234485611
-0.595518030201127
pic =
Columns 1 through 4
[0.369866750775776] [0.202511522092782] [0.046348050395917] [0.076507876264199]
Column 5
[0.304765800471325]
mu =
Columns 1 through 4
[0.241302309053018] [0.804352623044127] [2.175193727700862] [-1.690060955821723]
Column 5
[-0.733848072232233]
sigma2 =
Columns 1 through 4
[0.201402115106859] [0.290508152249486] [0.324466343383566] [0.415740346567092]
Column 5
[0.222712815187044]
likelihood error: 0.03011
current f = [1.7e-09 -6e-10 1.8e-09 -1.9e-09]
w =
0.532463600923592
-0.198781575311629
0.567602433991046
-0.595647442655482
pic =
Columns 1 through 4
[0.369866750775776] [0.202511522092782] [0.046348050395917] [0.076507876264199]
Column 5
[0.304765800471325]
mu =
Columns 1 through 4
[0.241061508812504] [0.803991397506462] [2.176014787838139] [-1.690613951679090]
Column 5
[-0.733301847024970]
sigma2 =
Columns 1 through 4
[0.201046883951633] [0.290618243362715] [0.325270107092632] [0.417382212426312]
Column 5
[0.222763546691547]
likelihood error: 0.00086449
current f = [1.7e-09 -6e-10 1.8e-09 -1.9e-09]
w =
0.532463600923592
-0.198781575311629
0.567602433991046
-0.595647442655482
pic =
Columns 1 through 4
[0.369866750775776] [0.202511522092782] [0.046348050395917] [0.076507876264199]
Column 5
[0.304765800471325]
mu =
Columns 1 through 4
[0.241061508812504] [0.803991397506462] [2.176014787838139] [-1.690613951679090]
Column 5
[-0.733301847024970]
sigma2 =
Columns 1 through 4
[0.201046883951633] [0.290618243362715] [0.325270107092632] [0.417382212426312]
Column 5
[0.222763546691547]
Likelihood error: 0.031014
current f = [1.6e-09 -5.4e-10 1.7e-09 -1.8e-09]
w =
0.531699353615145
-0.196458788997032
0.567567725965803
-0.597131993816304
pic =
Columns 1 through 4
[0.370574341778898] [0.202170100087368] [0.046313584519181] [0.075923973256342]
Column 5
[0.305018000358212]
mu =
Columns 1 through 4
[0.241275926432143] [0.802359814918364] [2.175858671376613] [-1.694150563948762]
Column 5
[-0.733620377774575]
sigma2 =
Columns 1 through 4
[0.202437428885731] [0.292854991027706] [0.325713481638543] [0.417295138979586]
Column 5
[0.224259327359677]
likelihood error: 0.030128
current f = [1.6e-09 -5.7e-10 1.8e-09 -1.9e-09]
w =
0.531631731824914
-0.196253822863559
0.567564441484126
-0.597262708945891
pic =
Columns 1 through 4
[0.370574341778898] [0.202170100087368] [0.046313584519181] [0.075923973256342]
Column 5
[0.305018000358212]
mu =
Columns 1 through 4
[0.241030448080752] [0.801995938991372] [2.176685593878501] [-1.694717920426972]
Column 5
[-0.733065291076880]
sigma2 =
Columns 1 through 4
[0.202077238758313] [0.292966768859974] [0.326526975667179] [0.418975175852123]
Column 5
[0.224310660424691]
likelihood error: 0.00092748
current f = [1.6e-09 -5.7e-10 1.8e-09 -1.9e-09]
w =
0.531631731824914
-0.196253822863559
0.567564441484126
-0.597262708945891
pic =
Columns 1 through 4
[0.370574341778898] [0.202170100087368] [0.046313584519181] [0.075923973256342]
Column 5
[0.305018000358212]
mu =
Columns 1 through 4
[0.241030448080752] [0.801995938991372] [2.176685593878501] [-1.694717920426972]
Column 5
[-0.733065291076880]
sigma2 =
Columns 1 through 4
[0.202077238758313] [0.292966768859974] [0.326526975667179] [0.418975175852123]
Column 5
[0.224310660424691]
Likelihood error: 0.030975
current f = [1.5e-09 -5.2e-10 1.6e-09 -1.7e-09]
w =
0.530847080413515
-0.193882042475262
0.567523822430636
-0.598771944734885
pic =
Columns 1 through 4
[0.371278539979023] [0.201824603179556] [0.046282693541584] [0.075348745794220]
Column 5
[0.305265417505616]
mu =
Columns 1 through 4
[0.241195931234406] [0.800402215035770] [2.176484746932697] [-1.698192197837617]
Column 5
[-0.733352260190391]
sigma2 =
Columns 1 through 4
[0.203456260323134] [0.295176705276323] [0.326985018000022] [0.418930860606387]
Column 5
[0.225845724010411]
likelihood error: 0.030265
current f = [1.6e-09 -5.5e-10 1.7e-09 -1.8e-09]
w =
0.530777982915926
-0.193673754095624
0.567520025759543
-0.598904191164348
pic =
Columns 1 through 4
[0.371278539979023] [0.201824603179556] [0.046282693541584] [0.075348745794220]
Column 5
[0.305265417505616]
mu =
Columns 1 through 4
[0.240945251490811] [0.800034997864060] [2.177318855263565] [-1.698775250364411]
Column 5
[-0.732787134394261]
sigma2 =
Columns 1 through 4
[0.203090398208913] [0.295290479972308] [0.327809762618357] [0.420653383528011]
Column 5
[0.225897687183110]
likelihood error: 0.00099723
current f = [1.6e-09 -5.5e-10 1.7e-09 -1.8e-09]
w =
0.530777982915926
-0.193673754095624
0.567520025759543
-0.598904191164348
pic =
Columns 1 through 4
[0.371278539979023] [0.201824603179556] [0.046282693541584] [0.075348745794220]
Column 5
[0.305265417505616]
mu =
Columns 1 through 4
[0.240945251490811] [0.800034997864060] [2.177318855263565] [-1.698775250364411]
Column 5
[-0.732787134394261]
sigma2 =
Columns 1 through 4
[0.203090398208913] [0.295290479972308] [0.327809762618357] [0.420653383528011]
Column 5
[0.225897687183110]
Likelihood error: 0.031055
current f = [1.5e-09 -5e-10 1.6e-09 -1.7e-09]
w =
0.529970706760826
-0.191247090349731
0.567473065632013
-0.600441437773954
pic =
Columns 1 through 4
[0.371979706348783] [0.201474978518723] [0.046255222489647] [0.074782030791687]
Column 5
[0.305508061851160]
mu =
Columns 1 through 4
[0.241060270409085] [0.798478906180041] [2.177073944029144] [-1.702183553215331]
Column 5
[-0.733040502164683]
sigma2 =
Columns 1 through 4
[0.204460131447598] [0.297476220573227] [0.328283088532014] [0.420656153238951]
Column 5
[0.227475942758417]
likelihood error: 0.030531
current f = [1.6e-09 -5.3e-10 1.7e-09 -1.8e-09]
w =
0.529899969439941
-0.191035047559143
0.567468723809475
-0.600575457786651
pic =
Columns 1 through 4
[0.371979706348783] [0.201474978518723] [0.046255222489647] [0.074782030791687]
Column 5
[0.305508061851160]
mu =
Columns 1 through 4
[0.240803818716995] [0.798107619591820] [2.177916628472951] [-1.702783766193067]
Column 5
[-0.732464063190465]
sigma2 =
Columns 1 through 4
[0.204087829266170] [0.297592329426225] [0.329120705448045] [0.422425905370005]
Column 5
[0.227528561215215]
likelihood error: 0.0010747
current f = [1.6e-09 -5.3e-10 1.7e-09 -1.8e-09]
w =
0.529893809815904
-0.191016587910629
0.567468344014926
-0.600587122746340
pic =
Columns 1 through 4
[0.371979706348783] [0.201474978518723] [0.046255222489647] [0.074782030791687]
Column 5
[0.305508061851160]
mu =
Columns 1 through 4
[0.240781316579265] [0.798074851271799] [2.177989313391031] [-1.702835472886815]
Column 5
[-0.732413403177418]
sigma2 =
Columns 1 through 4
[0.204055954218026] [0.297602990327887] [0.329194075356817] [0.422581188636019]
Column 5
[0.227533733659818]
likelihood error: 6.4011e-05
current f = [1.6e-09 -5.3e-10 1.7e-09 -1.8e-09]
w =
0.529893809815904
-0.191016587910629
0.567468344014926
-0.600587122746340
pic =
Columns 1 through 4
[0.371979706348783] [0.201474978518723] [0.046255222489647] [0.074782030791687]
Column 5
[0.305508061851160]
mu =
Columns 1 through 4
[0.240781316579265] [0.798074851271799] [2.177989313391031] [-1.702835472886815]
Column 5
[-0.732413403177418]
sigma2 =
Columns 1 through 4
[0.204055954218026] [0.297602990327887] [0.329194075356817] [0.422581188636019]
Column 5
[0.227533733659818]
Likelihood error: 0.031262
current f = [1.4e-09 -4.8e-10 1.5e-09 -1.7e-09]
w =
0.529060567540993
-0.188526052372235
0.567414444302196
-0.602157530761592
pic =
Columns 1 through 4
[0.372664158013072] [0.201127181284060] [0.046231445173195] [0.074225460387160]
Column 5
[0.305751755142512]
mu =
Columns 1 through 4
[0.240858574443659] [0.796592642223243] [2.177620165178469] [-1.706096147488291]
Column 5
[-0.732662983917409]
sigma2 =
Columns 1 through 4
[0.205430930865351] [0.299765195220691] [0.329629395900544] [0.422530060475526]
Column 5
[0.229162508746720]
likelihood error: 0.030944
current f = [1.5e-09 -5.1e-10 1.6e-09 -1.8e-09]
w =
0.528987941955323
-0.188309592649438
0.567409510608199
-0.602293700663786
pic =
Columns 1 through 4
[0.372664158013072] [0.201127181284060] [0.046231445173195] [0.074225460387160]
Column 5
[0.305751755142512]
mu =
Columns 1 through 4
[0.240595440411837] [0.796216155803196] [2.178473662087998] [-1.706715708493980]
Column 5
[-0.732073252394257]
sigma2 =
Columns 1 through 4
[0.205051012176026] [0.299884131429311] [0.330482470751744] [0.424354191520207]
Column 5
[0.229215834436073]
likelihood error: 0.001157
current f = [1.5e-09 -5.1e-10 1.6e-09 -1.8e-09]
w =
0.528981652321157
-0.188290851083865
0.567409081565397
-0.602305488160844
pic =
Columns 1 through 4
[0.372664158013072] [0.201127181284060] [0.046231445173195] [0.074225460387160]
Column 5
[0.305751755142512]
mu =
Columns 1 through 4
[0.240572473078365] [0.796183094775368] [2.178546850084883] [-1.706768780884862]
Column 5
[-0.732021693114100]
sigma2 =
Columns 1 through 4
[0.205018677962714] [0.299895006416516] [0.330556799949621] [0.424513403398350]
Column 5
[0.229221068464089]
likelihood error: 6.9691e-05
current f = [1.5e-09 -5.1e-10 1.6e-09 -1.8e-09]
w =
0.528981652321157
-0.188290851083865
0.567409081565397
-0.602305488160844
pic =
Columns 1 through 4
[0.372664158013072] [0.201127181284060] [0.046231445173195] [0.074225460387160]
Column 5
[0.305751755142512]
mu =
Columns 1 through 4
[0.240572473078365] [0.796183094775368] [2.178546850084883] [-1.706768780884862]
Column 5
[-0.732021693114100]
sigma2 =
Columns 1 through 4
[0.205018677962714] [0.299895006416516] [0.330556799949621] [0.424513403398350]
Column 5
[0.229221068464089]
Likelihood error: 0.031669
current f = [1.4e-09 -4.6e-10 1.5e-09 -1.6e-09]
w =
0.528120404535341
-0.185731447861822
0.567347689332125
-0.603911638407040
pic =
Columns 1 through 4
[0.373345672951933] [0.200775810213929] [0.046210506871401] [0.073677438420112]
Column 5
[0.305990571542626]
mu =
Columns 1 through 4
[0.240597498272320] [0.794739750574386] [2.178134838688828] [-1.709950083208550]
Column 5
[-0.732234923182514]
sigma2 =
Columns 1 through 4
[0.206391568650767] [0.302035413585952] [0.331006793304269] [0.424505051874399]
Column 5
[0.230902801556369]
likelihood error: 0.03151
current f = [1.5e-09 -4.9e-10 1.6e-09 -1.7e-09]
w =
0.528045754189530
-0.185510247835067
0.567342122547825
-0.604050118300813
pic =
Columns 1 through 4
[0.373345672951933] [0.200775810213929] [0.046210506871401] [0.073677438420112]
Column 5
[0.305990571542626]
mu =
Columns 1 through 4
[0.240327217729651] [0.794357565255837] [2.178999965317870] [-1.710590242173389]
Column 5
[-0.731630887172883]
sigma2 =
Columns 1 through 4
[0.206003455731397] [0.302157493425698] [0.331876452409187] [0.426387841499855]
Column 5
[0.230956802514566]
likelihood error: 0.0012519
current f = [1.5e-09 -4.9e-10 1.6e-09 -1.7e-09]
w =
0.528039326043297
-0.185491205038415
0.567341641372397
-0.604062037356889
pic =
Columns 1 through 4
[0.373345672951933] [0.200775810213929] [0.046210506871401] [0.073677438420112]
Column 5
[0.305990571542626]
mu =
Columns 1 through 4
[0.240303756062987] [0.794324179058059] [2.179073696145328] [-1.710644754505624]
Column 5
[-0.731578363748918]
sigma2 =
Columns 1 through 4
[0.205970629847400] [0.302168607182552] [0.331951807983446] [0.426551268135125]
Column 5
[0.230962096141521]
likelihood error: 7.6282e-05
current f = [1.5e-09 -4.9e-10 1.6e-09 -1.7e-09]
w =
0.528039326043297
-0.185491205038415
0.567341641372397
-0.604062037356889
pic =
Columns 1 through 4
[0.373345672951933] [0.200775810213929] [0.046210506871401] [0.073677438420112]
Column 5
[0.305990571542626]
mu =
Columns 1 through 4
[0.240303756062987] [0.794324179058059] [2.179073696145328] [-1.710644754505624]
Column 5
[-0.731578363748918]
sigma2 =
Columns 1 through 4
[0.205970629847400] [0.302168607182552] [0.331951807983446] [0.426551268135125]
Column 5
[0.230962096141521]
Likelihood error: 0.032171
current f = [1.4e-09 -4.5e-10 1.5e-09 -1.6e-09]
w =
0.527147123704407
-0.182855398477697
0.567272076257728
-0.605708019363505
pic =
Columns 1 through 4
[0.374025428831219] [0.200420207327159] [0.046192454719621] [0.073137551506726]
Column 5
[0.306224357615275]
mu =
Columns 1 through 4
[0.240272195041847] [0.792918116301951] [2.178620974957020] [-1.713746792839189]
Column 5
[-0.731750405447074]
sigma2 =
Columns 1 through 4
[0.207343198120366] [0.304291881169179] [0.332417045110330] [0.426598536078674]
Column 5
[0.232701296975429]
likelihood error: 0.032245
current f = [1.4e-09 -4.7e-10 1.6e-09 -1.7e-09]
w =
0.527070240495720
-0.182628934974959
0.567265825084031
-0.605849087967482
pic =
Columns 1 through 4
[0.374025428831219] [0.200420207327159] [0.046192454719621] [0.073137551506726]
Column 5
[0.306224357615275]
mu =
Columns 1 through 4
[0.239994044944950] [0.792529397669991] [2.179499272859641] [-1.714409439144961]
Column 5
[-0.731130480209272]
sigma2 =
Columns 1 through 4
[0.206945952654631] [0.304417543162126] [0.333305196100397] [0.428546224098788]
Column 5
[0.232755967703882]
likelihood error: 0.0013589
current f = [1.5e-09 -4.8e-10 1.6e-09 -1.7e-09]
w =
0.527063659759886
-0.182609555982005
0.567265288142740
-0.605861156948135
pic =
Columns 1 through 4
[0.374025428831219] [0.200420207327159] [0.046192454719621] [0.073137551506726]
Column 5
[0.306224357615275]
mu =
Columns 1 through 4
[0.239970039194993] [0.792495626383517] [2.179573642028237] [-1.714465514028701]
Column 5
[-0.731076881851642]
sigma2 =
Columns 1 through 4
[0.206912575529003] [0.304428931089035] [0.333381707658064] [0.428714306626395]
Column 5
[0.232761322394153]
likelihood error: 8.3636e-05
current f = [1.5e-09 -4.8e-10 1.6e-09 -1.7e-09]
w =
0.527063659759886
-0.182609555982005
0.567265288142740
-0.605861156948135
pic =
Columns 1 through 4
[0.374025428831219] [0.200420207327159] [0.046192454719621] [0.073137551506726]
Column 5
[0.306224357615275]
mu =
Columns 1 through 4
[0.239970039194993] [0.792495626383517] [2.179573642028237] [-1.714465514028701]
Column 5
[-0.731076881851642]
sigma2 =
Columns 1 through 4
[0.206912575529003] [0.304428931089035] [0.333381707658064] [0.428714306626395]
Column 5
[0.232761322394153]
Likelihood error: 0.032839
current f = [1.3e-09 -4.3e-10 1.4e-09 -1.6e-09]
w =
0.526137140619505
-0.179888808276590
0.567186753895670
-0.607551571578927
pic =
Columns 1 through 4
[0.374704062202183] [0.200060229524610] [0.046177201064134] [0.072605567232275]
Column 5
[0.306452939976799]
mu =
Columns 1 through 4
[0.239878598029769] [0.791126945793688] [2.179079480029687] [-1.717484104455186]
Column 5
[-0.731204877275743]
sigma2 =
Columns 1 through 4
[0.208287234215868] [0.306538860916155] [0.333863152741174] [0.428823411792898]
Column 5
[0.234563451547571]
likelihood error: 0.033167
current f = [1.4e-09 -4.6e-10 1.5e-09 -1.7e-09]
w =
0.526057789344610
-0.179656494593241
0.567179758592573
-0.607695538628264
pic =
Columns 1 through 4
[0.374704062202183] [0.200060229524610] [0.046177201064134] [0.072605567232275]
Column 5
[0.306452939976799]
mu =
Columns 1 through 4
[0.239591760406491] [0.790730769389207] [2.179972650606289] [-1.718171381385077]
Column 5
[-0.730567276278800]
sigma2 =
Columns 1 through 4
[0.207879800561066] [0.306668601535225] [0.334771924522202] [0.430843101737835]
Column 5
[0.234618777984085]
likelihood error: 0.0014794
current f = [1.4e-09 -4.6e-10 1.5e-09 -1.7e-09]
w =
0.526051040280669
-0.179636740703575
0.567179161674101
-0.607707777617836
pic =
Columns 1 through 4
[0.374704062202183] [0.200060229524610] [0.046177201064134] [0.072605567232275]
Column 5
[0.306452939976799]
mu =
Columns 1 through 4
[0.239567154814726] [0.790696547537728] [2.180047761133883] [-1.718229156451803]
Column 5
[-0.730512479379751]
sigma2 =
Columns 1 through 4
[0.207845806212285] [0.306680303406391] [0.334849734783807] [0.431016337903326]
Column 5
[0.234624194955629]
likelihood error: 9.1837e-05
current f = [1.4e-09 -4.6e-10 1.5e-09 -1.7e-09]
w =
0.526051040280669
-0.179636740703575
0.567179161674101
-0.607707777617836
pic =
Columns 1 through 4
[0.374704062202183] [0.200060229524610] [0.046177201064134] [0.072605567232275]
Column 5
[0.306452939976799]
mu =
Columns 1 through 4
[0.239567154814726] [0.790696547537728] [2.180047761133883] [-1.718229156451803]
Column 5
[-0.730512479379751]
sigma2 =
Columns 1 through 4
[0.207845806212285] [0.306680303406391] [0.334849734783807] [0.431016337903326]
Column 5
[0.234624194955629]
Likelihood error: 0.033688
current f = [1.3e-09 -4.2e-10 1.4e-09 -1.5e-09]
w =
0.525086439281525
-0.176821585027007
0.567090730727551
-0.609447669188381
pic =
Columns 1 through 4
[0.375382227239660] [0.199695803498303] [0.046164628005377] [0.072081273570948]
Column 5
[0.306676067685712]
mu =
Columns 1 through 4
[0.239412278567692] [0.789365537104237] [2.179511372186612] [-1.721159585239266]
Column 5
[-0.730593505337719]
sigma2 =
Columns 1 through 4
[0.209225195269099] [0.308780575488842] [0.335348789677327] [0.431193041784629]
Column 5
[0.236495265085943]
likelihood error: 0.0343
current f = [1.4e-09 -4.4e-10 1.5e-09 -1.6e-09]
w =
0.525004360236077
-0.176582781433964
0.567082922234126
-0.609594867391413
pic =
Columns 1 through 4
[0.375382227239660] [0.199695803498303] [0.046164628005377] [0.072081273570948]
Column 5
[0.306676067685712]
mu =
Columns 1 through 4
[0.239115850976075] [0.788960909487713] [2.180421219415886] [-1.721873869679182]
Column 5
[-0.729936264083742]
sigma2 =
Columns 1 through 4
[0.208806418165883] [0.308914948967728] [0.336280484834464] [0.433292669622753]
Column 5
[0.236551216877909]
likelihood error: 0.0016156
current f = [1.4e-09 -4.4e-10 1.5e-09 -1.7e-09]
w =
0.524997425785465
-0.176562611394332
0.567082260508591
-0.609607297362934
pic =
Columns 1 through 4
[0.375382227239660] [0.199695803498303] [0.046164628005377] [0.072081273570948]
Column 5
[0.306676067685712]
mu =
Columns 1 through 4
[0.239090585078938] [0.788926168238982] [2.180497176140056] [-1.721933494715756]
Column 5
[-0.729880135119998]
sigma2 =
Columns 1 through 4
[0.208771736245906] [0.308927008691812] [0.336359744562394] [0.433471607519672]
Column 5
[0.236556696464533]
likelihood error: 0.00010101
current f = [1.4e-09 -4.4e-10 1.5e-09 -1.7e-09]
w =
0.524997425785465
-0.176562611394332
0.567082260508591
-0.609607297362934
pic =
Columns 1 through 4
[0.375382227239660] [0.199695803498303] [0.046164628005377] [0.072081273570948]
Column 5
[0.306676067685712]
mu =
Columns 1 through 4
[0.239090585078938] [0.788926168238982] [2.180497176140056] [-1.721933494715756]
Column 5
[-0.729880135119998]
sigma2 =
Columns 1 through 4
[0.208771736245906] [0.308927008691812] [0.336359744562394] [0.433471607519672]
Column 5
[0.236556696464533]
Likelihood error: 0.034738
current f = [1.3e-09 -4e-10 1.4e-09 -1.5e-09]
w =
0.523990529413048
-0.173642564288580
0.566982852333546
-0.611402183605370
pic =
Columns 1 through 4
[0.376060646528289] [0.199326868608017] [0.046154613277304] [0.071564457002382]
Column 5
[0.306893414584008]
mu =
Columns 1 through 4
[0.238868201459076] [0.787633228755423] [2.179917719365504] [-1.724770817222763]
Column 5
[-0.729910951476931]
sigma2 =
Columns 1 through 4
[0.210158691905997] [0.311021425847326] [0.336877939229400] [0.433721917052658]
Column 5
[0.238503291522562]
likelihood error: 0.035671
current f = [1.4e-09 -4.3e-10 1.5e-09 -1.6e-09]
w =
0.523905436485207
-0.173396575499599
0.566974150932741
-0.611552968601790
pic =
Columns 1 through 4
[0.376060646528289] [0.199326868608017] [0.046154613277304] [0.071564457002382]
Column 5
[0.306893414584008]
mu =
Columns 1 through 4
[0.238561191143076] [0.787219085842361] [2.180846142108785] [-1.725514738975272]
Column 5
[-0.729231914565734]
sigma2 =
Columns 1 through 4
[0.209727310479087] [0.311161051759157] [0.337835037048135] [0.435910341236332]
Column 5
[0.238559816088892]
likelihood error: 0.0017698
current f = [1.4e-09 -4.3e-10 1.5e-09 -1.6e-09]
w =
0.523898298246396
-0.173375945618107
0.566973418880293
-0.611565611250409
pic =
Columns 1 through 4
[0.376060646528289] [0.199326868608017] [0.046154613277304] [0.071564457002382]
Column 5
[0.306893414584008]
mu =
Columns 1 through 4
[0.238535199727996] [0.787183753262262] [2.180923050040640] [-1.725576376156313]
Column 5
[-0.729174309942395]
sigma2 =
Columns 1 through 4
[0.209691866460071] [0.311173517835089] [0.337915904217997] [0.436095582866905]
Column 5
[0.238565357360188]
likelihood error: 0.00011129
current f = [1.4e-09 -4.3e-10 1.5e-09 -1.6e-09]
w =
0.523898298246396
-0.173375945618107
0.566973418880293
-0.611565611250409
pic =
Columns 1 through 4
[0.376060646528289] [0.199326868608017] [0.046154613277304] [0.071564457002382]
Column 5
[0.306893414584008]
mu =
Columns 1 through 4
[0.238535199727996] [0.787183753262262] [2.180923050040640] [-1.725576376156313]
Column 5
[-0.729174309942395]
sigma2 =
Columns 1 through 4
[0.209691866460071] [0.311173517835089] [0.337915904217997] [0.436095582866905]
Column 5
[0.238565357360188]
Likelihood error: 0.036016
current f = [1.3e-09 -3.9e-10 1.4e-09 -1.5e-09]
w =
0.522844382125128
-0.170339379192628
0.566861773469419
-0.613421533499160
pic =
Columns 1 through 4
[0.376740129994549] [0.198953370082998] [0.046147034298513] [0.071054898440294]
Column 5
[0.307104567183647]
mu =
Columns 1 through 4
[0.238240606944543] [0.785929417734318] [2.180299575140821] [-1.728315411396834]
Column 5
[-0.729151294765942]
sigma2 =
Columns 1 through 4
[0.211089426469716] [0.313266078624534] [0.338454868257648] [0.436425889590974]
Column 5
[0.240594716305054]
likelihood error: 0.037314
current f = [1.3e-09 -4.1e-10 1.5e-09 -1.6e-09]
w =
0.522755959882473
-0.170085449392966
0.566852087169503
-0.613576285060754
pic =
Columns 1 through 4
[0.376740129994549] [0.198953370082998] [0.046147034298513] [0.071054898440294]
Column 5
[0.307104567183647]
mu =
Columns 1 through 4
[0.237921921557290] [0.785504619380863] [2.181248565689230] [-1.729091881692814]
Column 5
[-0.728448095125074]
sigma2 =
Columns 1 through 4
[0.210644063459952] [0.313411652059456] [0.339440035748761] [0.438713015659041]
Column 5
[0.240651731950614]
likelihood error: 0.0019449
current f = [1.4e-09 -4.1e-10 1.5e-09 -1.6e-09]
w =
0.522748598029091
-0.170064313503330
0.566851278495018
-0.613589162718085
pic =
Columns 1 through 4
[0.376740129994549] [0.198953370082998] [0.046147034298513] [0.071054898440294]
Column 5
[0.307104567183647]
mu =
Columns 1 through 4
[0.237895134406975] [0.785468620420724] [2.181326528745160] [-1.729155706308774]
Column 5
[-0.728388860519542]
sigma2 =
Columns 1 through 4
[0.210607778556538] [0.313424578219571] [0.339522675241186] [0.438905222586613]
Column 5
[0.240657332306360]
likelihood error: 0.00012285
current f = [1.4e-09 -4.1e-10 1.5e-09 -1.6e-09]
w =
0.522748598029091
-0.170064313503330
0.566851278495018
-0.613589162718085
pic =
Columns 1 through 4
[0.376740129994549] [0.198953370082998] [0.046147034298513] [0.071054898440294]
Column 5
[0.307104567183647]
mu =
Columns 1 through 4
[0.237895134406975] [0.785468620420724] [2.181326528745160] [-1.729155706308774]
Column 5
[-0.728388860519542]
sigma2 =
Columns 1 through 4
[0.210607778556538] [0.313424578219571] [0.339522675241186] [0.438905222586613]
Column 5
[0.240657332306360]
Likelihood error: 0.037552
current f = [1.2e-09 -3.7e-10 1.4e-09 -1.5e-09]
w =
0.521642351555214
-0.166898301272603
0.566725924266438
-0.615512746306225
pic =
Columns 1 through 4
[0.377421590681037] [0.198575260940719] [0.046141767960695] [0.070552371203124]
Column 5
[0.307309009214426]
mu =
Columns 1 through 4
[0.237522901656676] [0.784253588701324] [2.180657933451993] [-1.731790997409143]
Column 5
[-0.728307963941935]
sigma2 =
Columns 1 through 4
[0.212019195701549] [0.315519529302944] [0.340084168122145] [0.439322384523532]
Column 5
[0.242777445438628]
likelihood error: 0.039269
current f = [1.3e-09 -4e-10 1.4e-09 -1.6e-09]
w =
0.521550251767993
-0.166635608150524
0.566715146882763
-0.615671869810417
pic =
Columns 1 through 4
[0.377421590681037] [0.198575260940719] [0.046141767960695] [0.070552371203124]
Column 5
[0.307309009214426]
mu =
Columns 1 through 4
[0.237191338225026] [0.783816912204894] [2.181629575783668] [-1.732603242918649]
Column 5
[-0.727577997900546]
sigma2 =
Columns 1 through 4
[0.211558344393464] [0.315671833232778] [0.341100272970084] [0.441719315320084]
Column 5
[0.242834832796590]
likelihood error: 0.0021443
current f = [1.3e-09 -4e-10 1.5e-09 -1.6e-09]
w =
0.521542644952062
-0.166613917562024
0.566714254418028
-0.615685005352289
pic =
Columns 1 through 4
[0.377421590681037] [0.198575260940719] [0.046141767960695] [0.070552371203124]
Column 5
[0.307309009214426]
mu =
Columns 1 through 4
[0.237163679814580] [0.783780168668093] [2.181708695323701] [-1.732669444226383]
Column 5
[-0.727516967468682]
sigma2 =
Columns 1 through 4
[0.211521135453829] [0.315685279217220] [0.341184856224877] [0.441919215406183]
Column 5
[0.242840487479588]
likelihood error: 0.00013588
current f = [1.3e-09 -4e-10 1.5e-09 -1.6e-09]
w =
0.521542644952062
-0.166613917562024
0.566714254418028
-0.615685005352289
pic =
Columns 1 through 4
[0.377421590681037] [0.198575260940719] [0.046141767960695] [0.070552371203124]
Column 5
[0.307309009214426]
mu =
Columns 1 through 4
[0.237163679814580] [0.783780168668093] [2.181708695323701] [-1.732669444226383]
Column 5
[-0.727516967468682]
sigma2 =
Columns 1 through 4
[0.211521135453829] [0.315685279217220] [0.341184856224877] [0.441919215406183]
Column 5
[0.242840487479588]
Likelihood error: 0.039382
current f = [1.2e-09 -3.6e-10 1.3e-09 -1.5e-09]
w =
0.520378081870258
-0.163304053626020
0.566573469331084
-0.617683528866702
pic =
Columns 1 through 4
[0.378106061492296] [0.198192506452042] [0.046138689396754] [0.070056639124977]
Column 5
[0.307506103533932]
mu =
Columns 1 through 4
[0.236707537752564] [0.782605350149049] [2.180993689144771] [-1.735195216010788]
Column 5
[-0.727373661996047]
sigma2 =
Columns 1 through 4
[0.212949893460925] [0.317787162714630] [0.341770807012155] [0.442430639594389]
Column 5
[0.245060201870130]
likelihood error: 0.041585
current f = [1.3e-09 -3.9e-10 1.4e-09 -1.6e-09]
w =
0.520281919518955
-0.163031701686301
0.566561478219290
-0.617847456796585
pic =
Columns 1 through 4
[0.378106061492296] [0.198192506452042] [0.046138689396754] [0.070056639124977]
Column 5
[0.307506103533932]
mu =
Columns 1 through 4
[0.236361770128981] [0.782155483297236] [2.181990154827699] [-1.736046818130495]
Column 5
[-0.726614060641834]
sigma2 =
Columns 1 through 4
[0.212471902652832] [0.317947082815848] [0.342820930793428] [0.444949852719815]
Column 5
[0.245117793110456]
likelihood error: 0.0023722
current f = [1.3e-09 -3.9e-10 1.4e-09 -1.6e-09]
w =
0.520274044770695
-0.163009405157371
0.566560493811984
-0.617860873518324
pic =
Columns 1 through 4
[0.378106061492296] [0.198192506452042] [0.046138689396754] [0.070056639124977]
Column 5
[0.307506103533932]
mu =
Columns 1 through 4
[0.236333159319599] [0.782117913852798] [2.182070527805837] [-1.736115600231213]
Column 5
[-0.726551056173461]
sigma2 =
Columns 1 through 4
[0.212433682081997] [0.317961115282909] [0.342907635250555] [0.445158247800860]
Column 5
[0.245123494607379]
likelihood error: 0.00015062
current f = [1.3e-09 -3.9e-10 1.4e-09 -1.6e-09]
w =
0.520274044770695
-0.163009405157371
0.566560493811984
-0.617860873518324
pic =
Columns 1 through 4
[0.378106061492296] [0.198192506452042] [0.046138689396754] [0.070056639124977]
Column 5
[0.307506103533932]
mu =
Columns 1 through 4
[0.236333159319599] [0.782117913852798] [2.182070527805837] [-1.736115600231213]
Column 5
[-0.726551056173461]
sigma2 =
Columns 1 through 4
[0.212433682081997] [0.317961115282909] [0.342907635250555] [0.445158247800860]
Column 5
[0.245123494607379]
Likelihood error: 0.041549
current f = [1.2e-09 -3.5e-10 1.3e-09 -1.5e-09]
w =
0.519044397417070
-0.159539593607809
0.566402258135155
-0.619942346969040
pic =
Columns 1 through 4
[0.378794714340100] [0.197805090314117] [0.046137670283005] [0.069567454592028]
Column 5
[0.307695070470750]
mu =
Columns 1 through 4
[0.235785874025278] [0.780984478958920] [2.181307598830408] [-1.738525718469054]
Column 5
[-0.726340279823275]
sigma2 =
Columns 1 through 4
[0.213883511211558] [0.320074816387431] [0.343520184417394] [0.445771980071312]
Column 5
[0.247452630492655]
likelihood error: 0.044321
current f = [1.3e-09 -3.7e-10 1.4e-09 -1.6e-09]
w =
0.518943746166873
-0.159256606874581
0.566388911513680
-0.620111540289710
pic =
Columns 1 through 4
[0.378794714340100] [0.197805090314117] [0.046137670283005] [0.069567454592028]
Column 5
[0.307695070470750]
mu =
Columns 1 through 4
[0.235424438855559] [0.780520012994630] [2.182331138959861] [-1.739420658279545]
Column 5
[-0.725547876547768]
sigma2 =
Columns 1 through 4
[0.213386568226003] [0.320243358790030] [0.344607634931166] [0.448427536554485]
Column 5
[0.247510195639581]
likelihood error: 0.0026333
current f = [1.3e-09 -3.7e-10 1.4e-09 -1.6e-09]
w =
0.518935578798407
-0.159233650635398
0.566387825902318
-0.620125261731211
pic =
Columns 1 through 4
[0.378794714340100] [0.197805090314117] [0.046137670283005] [0.069567454592028]
Column 5
[0.307695070470750]
mu =
Columns 1 through 4
[0.235394788613642] [0.780481533282375] [2.182412855532938] [-1.739492240964137]
Column 5
[-0.725482706621430]
sigma2 =
Columns 1 through 4
[0.213347243982734] [0.320258052379738] [0.344696643125692] [0.448645311047330]
Column 5
[0.247515932939109]
likelihood error: 0.00016733
current f = [1.3e-09 -3.7e-10 1.4e-09 -1.6e-09]
w =
0.518935578798407
-0.159233650635398
0.566387825902318
-0.620125261731211
pic =
Columns 1 through 4
[0.378794714340100] [0.197805090314117] [0.046137670283005] [0.069567454592028]
Column 5
[0.307695070470750]
mu =
Columns 1 through 4
[0.235394788613642] [0.780481533282375] [2.182412855532938] [-1.739492240964137]
Column 5
[-0.725482706621430]
sigma2 =
Columns 1 through 4
[0.213347243982734] [0.320258052379738] [0.344696643125692] [0.448645311047330]
Column 5
[0.247515932939109]
Likelihood error: 0.044108
current f = [1.2e-09 -3.3e-10 1.3e-09 -1.4e-09]
w =
0.517633173063500
-0.155585860993535
0.566209764677052
-0.622298513891920
pic =
Columns 1 through 4
[0.379488882536705] [0.197413022702524] [0.046138576717361] [0.069084556438070]
Column 5
[0.307874961605341]
mu =
Columns 1 through 4
[0.234748015015307] [0.779390976534369] [2.181600238186905] [-1.741780174759316]
Column 5
[-0.725198798047064]
sigma2 =
Columns 1 through 4
[0.214822134127245] [0.322388849120821] [0.345338186950574] [0.449370134569147]
Column 5
[0.249965412989461]
likelihood error: 0.047548
current f = [1.3e-09 -3.6e-10 1.4e-09 -1.6e-09]
w =
0.517527560178698
-0.155291175207755
0.566194898466030
-0.622473463140490
pic =
Columns 1 through 4
[0.379488882536705] [0.197413022702524] [0.046138576717361] [0.069084556438070]
Column 5
[0.307874961605341]
mu =
Columns 1 through 4
[0.234369296240589] [0.778910399448635] [2.182653169469589] [-1.742722884199979]
Column 5
[-0.724370092099442]
sigma2 =
Columns 1 through 4
[0.214304245800898] [0.322567161691661] [0.346466508284224] [0.452177923917166]
Column 5
[0.250022642518607]
likelihood error: 0.0029333
current f = [1.3e-09 -3.6e-10 1.4e-09 -1.6e-09]
w =
0.517519073699931
-0.155267503059339
0.566193701140324
-0.622487512842249
pic =
Columns 1 through 4
[0.379488882536705] [0.197413022702524] [0.046138576717361] [0.069084556438070]
Column 5
[0.307874961605341]
mu =
Columns 1 through 4
[0.234338513414955] [0.778870922324035] [2.182736309894015] [-1.742797503694380]
Column 5
[-0.724302551290300]
sigma2 =
Columns 1 through 4
[0.214263721512887] [0.322582600265134] [0.346558006444833] [0.452406054351317]
Column 5
[0.250028400190764]
likelihood error: 0.00018633
current f = [1.3e-09 -3.6e-10 1.4e-09 -1.6e-09]
w =
0.517519073699931
-0.155267503059339
0.566193701140324
-0.622487512842249
pic =
Columns 1 through 4
[0.379488882536705] [0.197413022702524] [0.046138576717361] [0.069084556438070]
Column 5
[0.307874961605341]
mu =
Columns 1 through 4
[0.234338513414955] [0.778870922324035] [2.182736309894015] [-1.742797503694380]
Column 5
[-0.724302551290300]
sigma2 =
Columns 1 through 4
[0.214263721512887] [0.322582600265134] [0.346558006444833] [0.452406054351317]
Column 5
[0.250028400190764]
Likelihood error: 0.047122
current f = [1.2e-09 -3.2e-10 1.3e-09 -1.4e-09]
w =
0.516135181131507
-0.151421486822135
0.565993013897282
-0.624762287875126
pic =
Columns 1 through 4
[0.380190087164508] [0.197016350671164] [0.046141266591902] [0.068607667616150]
Column 5
[0.308044627956275]
mu =
Columns 1 through 4
[0.233582624354701] [0.777825140845539] [2.181871951942532] [-1.744956292688734]
Column 5
[-0.723939176668007]
sigma2 =
Columns 1 through 4
[0.215767930198924] [0.324736216345286] [0.347231246035805] [0.453251598517225]
Column 5
[0.252610393145163]
likelihood error: 0.051352
current f = [1.3e-09 -3.5e-10 1.4e-09 -1.6e-09]
w =
0.516024081810343
-0.151113941289985
0.565976437990455
-0.624943513754797
pic =
Columns 1 through 4
[0.380190087164508] [0.197016350671164] [0.046141266591902] [0.068607667616150]
Column 5
[0.308044627956275]
mu =
Columns 1 through 4
[0.233184836322990] [0.777326831559135] [2.182956634484681] [-1.745951712535568]
Column 5
[-0.723070292581047]
sigma2 =
Columns 1 through 4
[0.215226901810479] [0.324925614268543] [0.348404224486165] [0.456229626290799]
Column 5
[0.252666875798794]
likelihood error: 0.0032793
current f = [1.3e-09 -3.5e-10 1.4e-09 -1.6e-09]
w =
0.516015247867971
-0.151089494814157
0.565975117037219
-0.624957914922479
pic =
Columns 1 through 4
[0.380190087164508] [0.197016350671164] [0.046141266591902] [0.068607667616150]
Column 5
[0.308044627956275]
mu =
Columns 1 through 4
[0.233152821523165] [0.777286267537841] [2.183041265094939] [-1.746029622057441]
Column 5
[-0.723000160792992]
sigma2 =
Columns 1 through 4
[0.215185077063664] [0.324941892349239] [0.348498400448680] [0.456469191732931]
Column 5
[0.252672632851975]
likelihood error: 0.00020798
current f = [1.3e-09 -3.5e-10 1.4e-09 -1.6e-09]
w =
0.516015247867971
-0.151089494814157
0.565975117037219
-0.624957914922479
pic =
Columns 1 through 4
[0.380190087164508] [0.197016350671164] [0.046141266591902] [0.068607667616150]
Column 5
[0.308044627956275]
mu =
Columns 1 through 4
[0.233152821523165] [0.777286267537841] [2.183041265094939] [-1.746029622057441]
Column 5
[-0.723000160792992]
sigma2 =
Columns 1 through 4
[0.215185077063664] [0.324941892349239] [0.348498400448680] [0.456469191732931]
Column 5
[0.252672632851975]
Likelihood error: 0.050668
current f = [1.1e-09 -3.1e-10 1.3e-09 -1.4e-09]
w =
0.514539910648882
-0.147022457603281
0.565748491716849
-0.627344978010001
pic =
Columns 1 through 4
[0.380900068166211] [0.196615171550306] [0.046145586327027] [0.068136492535815]
Column 5
[0.308202681420642]
mu =
Columns 1 through 4
[0.232276708458548] [0.776287660009199] [2.182122792353941] [-1.748051850962986]
Column 5
[-0.722550232670025]
sigma2 =
Columns 1 through 4
[0.216723128803676] [0.327124553448612] [0.349206397883245] [0.457446053325455]
Column 5
[0.255400712527151]
likelihood error: 0.055839
current f = [1.3e-09 -3.4e-10 1.4e-09 -1.5e-09]
w =
0.514422741780221
-0.146700786942823
0.565729985593467
-0.627533031206341
pic =
Columns 1 through 4
[0.380900068166211] [0.196615171550306] [0.046145586327027] [0.068136492535815]
Column 5
[0.308202681420642]
mu =
Columns 1 through 4
[0.231857877831802] [0.775769884241142] [2.183241595915631] [-1.749105496157456]
Column 5
[-0.721636875557594]
sigma2 =
Columns 1 through 4
[0.216156540969062] [0.327326550050617] [0.350428061091919] [0.460614778357693]
Column 5
[0.255455906985366]
likelihood error: 0.0036795
current f = [1.3e-09 -3.4e-10 1.4e-09 -1.6e-09]
w =
0.514413530134988
-0.146675505867363
0.565728527529323
-0.627547806256285
pic =
Columns 1 through 4
[0.380900068166211] [0.196615171550306] [0.046145586327027] [0.068136492535815]
Column 5
[0.308202681420642]
mu =
Columns 1 through 4
[0.231824525465616] [0.775728142220673] [2.183327763931192] [-1.749186966163333]
Column 5
[-0.721563917577686]
sigma2 =
Columns 1 through 4
[0.216113311843666] [0.327343774496339] [0.350525101285064] [0.460866971628330]
Column 5
[0.255461635448625]
likelihood error: 0.00023271
current f = [1.3e-09 -3.4e-10 1.4e-09 -1.6e-09]
w =
0.514413530134988
-0.146675505867363
0.565728527529323
-0.627547806256285
pic =
Columns 1 through 4
[0.380900068166211] [0.196615171550306] [0.046145586327027] [0.068136492535815]
Column 5
[0.308202681420642]
mu =
Columns 1 through 4
[0.231824525465616] [0.775728142220673] [2.183327763931192] [-1.749186966163333]
Column 5
[-0.721563917577686]
sigma2 =
Columns 1 through 4
[0.216113311843666] [0.327343774496339] [0.350525101285064] [0.460866971628330]
Column 5
[0.255461635448625]
Likelihood error: 0.05484
current f = [1.1e-09 -3e-10 1.3e-09 -1.4e-09]
w =
0.512835353928915
-0.142361729279453
0.565472034812791
-0.630059057268710
pic =
Columns 1 through 4
[0.381620820949458] [0.196209650179823] [0.046151366793659] [0.067670713924328]
Column 5
[0.308347448152732]
mu =
Columns 1 through 4
[0.230815366601589] [0.774779734728186] [2.182352441097968] [-1.751064750333767]
Column 5
[-0.721019506490752]
sigma2 =
Columns 1 through 4
[0.217689983822250] [0.329562267951491] [0.351271345750328] [0.461986850532773]
Column 5
[0.258350955439175]
likelihood error: 0.061134
current f = [1.2e-09 -3.2e-10 1.4e-09 -1.5e-09]
w =
0.512711467310241
-0.142024555451741
0.565451342389399
-0.630254517105783
pic =
Columns 1 through 4
[0.381620820949458] [0.196209650179823] [0.046151366793659] [0.067670713924328]
Column 5
[0.308347448152732]
mu =
Columns 1 through 4
[0.230373313423238] [0.774240643692393] [2.183507695496431] [-1.752182783080378]
Column 5
[-0.720056913467321]
sigma2 =
Columns 1 through 4
[0.217095167518568] [0.329778611941869] [0.352545951320470] [0.465369579827971]
Column 5
[0.258404154099968]
likelihood error: 0.0041437
current f = [1.2e-09 -3.2e-10 1.4e-09 -1.6e-09]
w =
0.512701845873261
-0.141998378228484
0.565449731983392
-0.630269687057436
pic =
Columns 1 through 4
[0.381620820949458] [0.196209650179823] [0.046151366793659] [0.067670713924328]
Column 5
[0.308347448152732]
mu =
Columns 1 through 4
[0.230338511973041] [0.774197632052034] [2.183595422345562] [-1.752268101037939]
Column 5
[-0.719980878879030]
sigma2 =
Columns 1 through 4
[0.217050427466963] [0.329796903877784] [0.352646036509456] [0.465635719301492]
Column 5
[0.258409817268038]
likelihood error: 0.00026102
current f = [1.2e-09 -3.2e-10 1.4e-09 -1.6e-09]
w =
0.512701845873261
-0.141998378228484
0.565449731983392
-0.630269687057436
pic =
Columns 1 through 4
[0.381620820949458] [0.196209650179823] [0.046151366793659] [0.067670713924328]
Column 5
[0.308347448152732]
mu =
Columns 1 through 4
[0.230338511973041] [0.774197632052034] [2.183595422345562] [-1.752268101037939]
Column 5
[-0.719980878879030]
sigma2 =
Columns 1 through 4
[0.217050427466963] [0.329796903877784] [0.352646036509456] [0.465635719301492]
Column 5
[0.258409817268038]
Likelihood error: 0.059751
current f = [1.1e-09 -2.8e-10 1.2e-09 -1.4e-09]
w =
0.511007754758769
-0.137408785422435
0.565158695330085
-0.632918280161335
pic =
Columns 1 through 4
[0.382354639337317] [0.195800041038087] [0.046158418205734] [0.067209989029287]
Column 5
[0.308476912389574]
mu =
Columns 1 through 4
[0.229181503578934] [0.773303239211310] [2.182560108051864] [-1.753993088377056]
Column 5
[-0.719333119530917]
sigma2 =
Columns 1 through 4
[0.218670714460951] [0.332058641044349] [0.353434523926005] [0.466911571373385]
Column 5
[0.261477300569753]
likelihood error: 0.067395
current f = [1.2e-09 -3.1e-10 1.4e-09 -1.6e-09]
w =
0.510876429878219
-0.137054610636655
0.565135518950690
-0.633121751579696
pic =
Columns 1 through 4
[0.382354639337317] [0.195800041038087] [0.046158418205734] [0.067209989029287]
Column 5
[0.308476912389574]
mu =
Columns 1 through 4
[0.228713822140335] [0.772740872767077] [2.183754031957204] [-1.755182399157291]
Column 5
[-0.718316007919138]
sigma2 =
Columns 1 through 4
[0.218044724559737] [0.332291361617861] [0.354766532253206] [0.470534921468663]
Column 5
[0.261527583203944]
likelihood error: 0.0046838
current f = [1.2e-09 -3.1e-10 1.4e-09 -1.6e-09]
w =
0.510866364835067
-0.137027475307528
0.565133739042765
-0.633137335253194
pic =
Columns 1 through 4
[0.382354639337317] [0.195800041038087] [0.046158418205734] [0.067209989029287]
Column 5
[0.308476912389574]
mu =
Columns 1 through 4
[0.228677454785318] [0.772696500977707] [2.183843304738011] [-1.755271868617621]
Column 5
[-0.718236631563616]
sigma2 =
Columns 1 through 4
[0.217998365750883] [0.332310858659694] [0.354869831634377] [0.470816463078015]
Column 5
[0.261533133471671]
likelihood error: 0.0002935
current f = [1.2e-09 -3.1e-10 1.4e-09 -1.6e-09]
w =
0.510866364835067
-0.137027475307528
0.565133739042765
-0.633137335253194
pic =
Columns 1 through 4
[0.382354639337317] [0.195800041038087] [0.046158418205734] [0.067209989029287]
Column 5
[0.308476912389574]
mu =
Columns 1 through 4
[0.228677454785318] [0.772696500977707] [2.183843304738011] [-1.755271868617621]
Column 5
[-0.718236631563616]
sigma2 =
Columns 1 through 4
[0.217998365750883] [0.332310858659694] [0.354869831634377] [0.470816463078015]
Column 5
[0.261533133471671]
Likelihood error: 0.065539
current f = [1.1e-09 -2.7e-10 1.2e-09 -1.4e-09]
w =
0.509041311815776
-0.132129134896929
0.564802574641119
-0.635937800621612
pic =
Columns 1 through 4
[0.383104165681718] [0.195386716599066] [0.046166523714116] [0.066753944922642]
Column 5
[0.308588649082458]
mu =
Columns 1 through 4
[0.227355501778607] [0.771860933270232] [2.182744398277720] [-1.756835265205312]
Column 5
[-0.717475626892493]
sigma2 =
Columns 1 through 4
[0.219667414277531] [0.334623938455101] [0.355705162148541] [0.472262673202120]
Column 5
[0.264797674549034]
likelihood error: 0.074811
current f = [1.2e-09 -3e-10 1.4e-09 -1.6e-09]
w =
0.508901748401228
-0.131756336270913
0.564776568113769
-0.636149908780276
pic =
Columns 1 through 4
[0.383104165681718] [0.195386716599066] [0.046166523714116] [0.066753944922642]
Column 5
[0.308588649082458]
mu =
Columns 1 through 4
[0.226859542329995] [0.771273229826422] [2.183978998749870] [-1.758103561372680]
Column 5
[-0.716398140540469]
sigma2 =
Columns 1 through 4
[0.219007002315322] [0.334875400024407] [0.357099186058535] [0.476157107116590]
Column 5
[0.264843848988749]
likelihood error: 0.0053141
current f = [1.2e-09 -3e-10 1.4e-09 -1.6e-09]
w =
0.508891204462982
-0.131728181718820
0.564774599439405
-0.636165921748601
pic =
Columns 1 through 4
[0.383104165681718] [0.195386716599066] [0.046166523714116] [0.066753944922642]
Column 5
[0.308588649082458]
mu =
Columns 1 through 4
[0.226821488059272] [0.771227410741044] [2.184069759372880] [-1.758197500037997]
Column 5
[-0.716315143786412]
sigma2 =
Columns 1 through 4
[0.218958917608564] [0.334896258815460] [0.357205849181637] [0.476455655926471]
Column 5
[0.264849225191288]
likelihood error: 0.00033081
current f = [1.2e-09 -3e-10 1.4e-09 -1.6e-09]
w =
0.508891204462982
-0.131728181718820
0.564774599439405
-0.636165921748601
pic =
Columns 1 through 4
[0.383104165681718] [0.195386716599066] [0.046166523714116] [0.066753944922642]
Column 5
[0.308588649082458]
mu =
Columns 1 through 4
[0.226821488059272] [0.771227410741044] [2.184069759372880] [-1.758197500037997]
Column 5
[-0.716315143786412]
sigma2 =
Columns 1 through 4
[0.218958917608564] [0.334896258815460] [0.357205849181637] [0.476455655926471]
Column 5
[0.264849225191288]
Likelihood error: 0.072373
current f = [1.1e-09 -2.6e-10 1.2e-09 -1.4e-09]
w =
0.506917830484646
-0.126483746088846
0.564396619010650
-0.639134282890397
pic =
Columns 1 through 4
[0.383872448839546] [0.194970203574519] [0.046175431376483] [0.066302172585392]
Column 5
[0.308679743624060]
mu =
Columns 1 through 4
[0.225314850925109] [0.770456742350334] [2.182903135404760] [-1.759590129560974]
Column 5
[-0.715429872652130]
sigma2 =
Columns 1 through 4
[0.220681915309146] [0.337269529784643] [0.358093348196236] [0.478088234886471]
Column 5
[0.268331899355587]
likelihood error: 0.083613
current f = [1.2e-09 -2.8e-10 1.4e-09 -1.6e-09]
w =
0.506769141177589
-0.126090573359157
0.564367379627429
-0.639355664460275
pic =
Columns 1 through 4
[0.383872448839546] [0.194970203574519] [0.046175431376483] [0.066302172585392]
Column 5
[0.308679743624060]
mu =
Columns 1 through 4
[0.224787703870574] [0.769841558750809] [2.184180068061978] [-1.760946030375885]
Column 5
[-0.714285528686260]
sigma2 =
Columns 1 through 4
[0.219983502759784] [0.337542498494047] [0.359554069019372] [0.482288683320191]
Column 5
[0.268372425633377]
likelihood error: 0.0060517
current f = [1.2e-09 -2.9e-10 1.4e-09 -1.6e-09]
w =
0.506758082011911
-0.126061341067544
0.564365200665188
-0.639372117695887
pic =
Columns 1 through 4
[0.383872448839546] [0.194970203574519] [0.046175431376483] [0.066302172585392]
Column 5
[0.308679743624060]
mu =
Columns 1 through 4
[0.224747839279562] [0.769794211795054] [2.184272199540920] [-1.761044766754865]
Column 5
[-0.714198621864005]
sigma2 =
Columns 1 through 4
[0.219933588518966] [0.337564897566497] [0.359664214869966] [0.482606003648895]
Column 5
[0.268377549800780]
likelihood error: 0.00037373
current f = [1.2e-09 -2.9e-10 1.4e-09 -1.6e-09]
w =
0.506758082011911
-0.126061341067544
0.564365200665188
-0.639372117695887
pic =
Columns 1 through 4
[0.383872448839546] [0.194970203574519] [0.046175431376483] [0.066302172585392]
Column 5
[0.308679743624060]
mu =
Columns 1 through 4
[0.224747839279562] [0.769794211795054] [2.184272199540920] [-1.761044766754865]
Column 5
[-0.714198621864005]
sigma2 =
Columns 1 through 4
[0.219933588518966] [0.337564897566497] [0.359664214869966] [0.482606003648895]
Column 5
[0.268377549800780]
Likelihood error: 0.080456
current f = [1.1e-09 -2.4e-10 1.2e-09 -1.4e-09]
w =
0.504616316279803
-0.120428418472135
0.563932368654474
-0.642525993992959
pic =
Columns 1 through 4
[0.384663010413409] [0.194551229068577] [0.046184844120686] [0.065854219339233]
Column 5
[0.308746697058095]
mu =
Columns 1 through 4
[0.223033736491818] [0.769096127518659] [2.183033125159577] [-1.762257177297274]
Column 5
[-0.713176859695787]
sigma2 =
Columns 1 through 4
[0.221715589397476] [0.340008014163734] [0.360610085040160] [0.484442813238923]
Column 5
[0.272101820729610]
likelihood error: 0.094082
current f = [1.2e-09 -2.7e-10 1.4e-09 -1.6e-09]
w =
0.504457520025513
-0.120012996624281
0.563899428193965
-0.642757283909236
pic =
Columns 1 through 4
[0.384663010413409] [0.194551229068577] [0.046184844120686] [0.065854219339233]
Column 5
[0.308746697058095]
mu =
Columns 1 through 4
[0.222472221559367] [0.768451273395785] [2.184353501739603] [-1.763710312970519]
Column 5
[-0.711958499540487]
sigma2 =
Columns 1 through 4
[0.220975243525552] [0.340305738756370] [0.362142120683572] [0.488989386755298]
Column 5
[0.272134714208993]
likelihood error: 0.0069168
current f = [1.2e-09 -2.7e-10 1.4e-09 -1.6e-09]
w =
0.504445908938856
-0.119982633101420
0.563897015062166
-0.642774182056037
pic =
Columns 1 through 4
[0.384663010413409] [0.194551229068577] [0.046184844120686] [0.065854219339233]
Column 5
[0.308746697058095]
mu =
Columns 1 through 4
[0.222430423582545] [0.768402328935881] [2.184446811030274] [-1.763814181081112]
Column 5
[-0.711867386020538]
sigma2 =
Columns 1 through 4
[0.220923403543695] [0.340329881700958] [0.362255823085979] [0.489327409263220]
Column 5
[0.272139487642433]
likelihood error: 0.00042312
current f = [1.2e-09 -2.7e-10 1.4e-09 -1.6e-09]
w =
0.504445908938856
-0.119982633101420
0.563897015062166
-0.642774182056037
pic =
Columns 1 through 4
[0.384663010413409] [0.194551229068577] [0.046184844120686] [0.065854219339233]
Column 5
[0.308746697058095]
mu =
Columns 1 through 4
[0.222430423582545] [0.768402328935881] [2.184446811030274] [-1.763814181081112]
Column 5
[-0.711867386020538]
sigma2 =
Columns 1 through 4
[0.220923403543695] [0.340329881700958] [0.362255823085979] [0.489327409263220]
Column 5
[0.272139487642433]
Likelihood error: 0.090038
current f = [1.1e-09 -2.3e-10 1.2e-09 -1.4e-09]
w =
0.502112504030467
-0.113913098844364
0.563399650322861
-0.646132860353331
pic =
Columns 1 through 4
[0.385479919064573] [0.194130779063494] [0.046194407273829] [0.065409579035069]
Column 5
[0.308785315563036]
mu =
Columns 1 through 4
[0.220482592578677] [0.767786574092786] [2.183129836541328] [-1.764836817182547]
Column 5
[-0.710695653158053]
sigma2 =
Columns 1 through 4
[0.222769062547222] [0.342853348123153] [0.363267337014504] [0.491388421215482]
Column 5
[0.276131397854225]
likelihood error: 0.10656
current f = [1.2e-09 -2.6e-10 1.4e-09 -1.6e-09]
w =
0.501942521123143
-0.113473438326316
0.563362465150293
-0.646374672421216
pic =
Columns 1 through 4
[0.385479919064573] [0.194130779063494] [0.046194407273829] [0.065409579035069]
Column 5
[0.308785315563036]
mu =
Columns 1 through 4
[0.219883256656047] [0.767109866855657] [2.184493962745655] [-1.766397927491321]
Column 5
[-0.709395403868434]
sigma2 =
Columns 1 through 4
[0.221982478143988] [0.343179658162376] [0.364875042063239] [0.496327215676471]
Column 5
[0.276154105910919]
likelihood error: 0.0079336
current f = [1.2e-09 -2.6e-10 1.4e-09 -1.6e-09]
w =
0.501930322087857
-0.113441898386723
0.563359791592513
-0.646392011616000
pic =
Columns 1 through 4
[0.385479919064573] [0.194130779063494] [0.046194407273829] [0.065409579035069]
Column 5
[0.308785315563036]
mu =
Columns 1 through 4
[0.219839406562905] [0.767059272087703] [2.184588159501209] [-1.766507258906483]
Column 5
[-0.709299786424166]
sigma2 =
Columns 1 through 4
[0.221928629019481] [0.343205777042703] [0.364992310368798] [0.496688039028213]
Column 5
[0.276158404499438]
likelihood error: 0.00047998
current f = [1.2e-09 -2.6e-10 1.4e-09 -1.6e-09]
w =
0.501930322087857
-0.113441898386723
0.563359791592513
-0.646392011616000
pic =
Columns 1 through 4
[0.385479919064573] [0.194130779063494] [0.046194407273829] [0.065409579035069]
Column 5
[0.308785315563036]
mu =
Columns 1 through 4
[0.219839406562905] [0.767059272087703] [2.184588159501209] [-1.766507258906483]
Column 5
[-0.709299786424166]
sigma2 =
Columns 1 through 4
[0.221928629019481] [0.343205777042703] [0.364992310368798] [0.496688039028213]
Column 5
[0.276158404499438]
Likelihood error: 0.10142
current f = [1.1e-09 -2.1e-10 1.2e-09 -1.4e-09]
w =
0.499378319595414
-0.106881160598975
0.562786202468741
-0.649976462452487
pic =
Columns 1 through 4
[0.386327871642897] [0.193710172008897] [0.046203693219530] [0.064967679194502]
Column 5
[0.308790583934174]
mu =
Columns 1 through 4
[0.217627633013890] [0.766538235699522] [2.183186969449743] [-1.767330722096139]
Column 5
[-0.707963346765113]
sigma2 =
Columns 1 through 4
[0.223841810275569] [0.345820968594035] [0.366078056616014] [0.498995634935942]
Column 5
[0.280446724797712]
likelihood error: 0.12147
current f = [1.2e-09 -2.4e-10 1.4e-09 -1.6e-09]
w =
0.499195969823000
-0.106415178851003
0.562744143051321
-0.650229361755481
pic =
Columns 1 through 4
[0.386327871642897] [0.193710172008897] [0.046203693219530] [0.064967679194502]
Column 5
[0.308790583934174]
mu =
Columns 1 through 4
[0.216986761996784] [0.765827584509101] [2.184593991384455] [-1.769011747093067]
Column 5
[-0.706572601917141]
sigma2 =
Columns 1 through 4
[0.223004302389983] [0.346180393386729] [0.367765227091655] [0.504379623768697]
Column 5
[0.280455970614332]
likelihood error: 0.0091308
current f = [1.2e-09 -2.4e-10 1.4e-09 -1.6e-09]
w =
0.499183148970706
-0.106382429984191
0.562741180569325
-0.650247126922337
pic =
Columns 1 through 4
[0.386327871642897] [0.193710172008897] [0.046203693219530] [0.064967679194502]
Column 5
[0.308790583934174]
mu =
Columns 1 through 4
[0.216940751063373] [0.765775311282410] [2.184688662042128] [-1.769126859428046]
Column 5
[-0.706472192209339]
sigma2 =
Columns 1 through 4
[0.222948380775015] [0.346208752250922] [0.367885980913764] [0.504765507325572]
Column 5
[0.280459639346250]
likelihood error: 0.00054534
current f = [1.2e-09 -2.4e-10 1.4e-09 -1.6e-09]
w =
0.499183148970706
-0.106382429984191
0.562741180569325
-0.650247126922337
pic =
Columns 1 through 4
[0.386327871642897] [0.193710172008897] [0.046203693219530] [0.064967679194502]
Column 5
[0.308790583934174]
mu =
Columns 1 through 4
[0.216940751063373] [0.765775311282410] [2.184688662042128] [-1.769126859428046]
Column 5
[-0.706472192209339]
sigma2 =
Columns 1 through 4
[0.222948380775015] [0.346208752250922] [0.367885980913764] [0.504765507325572]
Column 5
[0.280459639346250]
Likelihood error: 0.11498
current f = [1.1e-09 -2e-10 1.2e-09 -1.4e-09]
w =
0.496381276319677
-0.099268682270150
0.562077221803423
-0.654079929346323
pic =
Columns 1 through 4
[0.387212278105450] [0.193291150481092] [0.046212182814590] [0.064527864013026]
Column 5
[0.308756524585843]
mu =
Columns 1 through 4
[0.214430387141405] [0.765364779786638] [2.183195865734023] [-1.769742286615159]
Column 5
[-0.704955136089146]
sigma2 =
Columns 1 through 4
[0.224931592529793] [0.348927899462158] [0.369056179244518] [0.507344828955138]
Column 5
[0.285075940649039]
likelihood error: 0.13931
current f = [1.2e-09 -2.2e-10 1.4e-09 -1.6e-09]
w =
0.496185282376499
-0.098774241711925
0.562029562293900
-0.654344393908791
pic =
Columns 1 through 4
[0.387212278105450] [0.193291150481092] [0.046212182814590] [0.064527864013026]
Column 5
[0.308756524585843]
mu =
Columns 1 through 4
[0.213744039370616] [0.764618309608753] [2.184643298252133] [-1.771556437427532]
Column 5
[-0.703464569997151]
sigma2 =
Columns 1 through 4
[0.224038107961194] [0.349325811110408] [0.370825624957509] [0.513234820295402]
Column 5
[0.285067526877683]
likelihood error: 0.010542
current f = [1.2e-09 -2.3e-10 1.4e-09 -1.6e-09]
w =
0.496171810110528
-0.098740269801132
0.562026280512173
-0.654362555461333
pic =
Columns 1 through 4
[0.387212278105450] [0.193291150481092] [0.046212182814590] [0.064527864013026]
Column 5
[0.308756524585843]
mu =
Columns 1 through 4
[0.213695776730222] [0.764564364654619] [2.184737875064694] [-1.771677618146573]
Column 5
[-0.703359102251829]
sigma2 =
Columns 1 through 4
[0.223980080184960] [0.349356709312350] [0.370949661540255] [0.513648162698736]
Column 5
[0.285070373576681]
likelihood error: 0.00062032
current f = [1.2e-09 -2.3e-10 1.4e-09 -1.6e-09]
w =
0.496171810110528
-0.098740269801132
0.562026280512173
-0.654362555461333
pic =
Columns 1 through 4
[0.387212278105450] [0.193291150481092] [0.046212182814590] [0.064527864013026]
Column 5
[0.308756524585843]
mu =
Columns 1 through 4
[0.213695776730222] [0.764564364654619] [2.184737875064694] [-1.771677618146573]
Column 5
[-0.703359102251829]
sigma2 =
Columns 1 through 4
[0.223980080184960] [0.349356709312350] [0.370949661540255] [0.513648162698736]
Column 5
[0.285070373576681]
Likelihood error: 0.13115
current f = [1.1e-09 -1.8e-10 1.2e-09 -1.4e-09]
w =
0.493083818580481
-0.091003789636772
0.561254821556822
-0.658467678333113
pic =
Columns 1 through 4
[0.388139344389727] [0.192875993686586] [0.046219243417166] [0.064089371756100]
Column 5
[0.308676046750421]
mu =
Columns 1 through 4
[0.210847286378282] [0.764284489862315] [2.183144705019734] [-1.772077213929094]
Column 5
[-0.701644563351064]
sigma2 =
Columns 1 through 4
[0.226033676645867] [0.352192823301169] [0.372216566508873] [0.516527525026001]
Column 5
[0.290048966948372]
likelihood error: 0.16068
current f = [1.2e-09 -2.1e-10 1.4e-09 -1.6e-09]
w =
0.492872817924695
-0.090478759040174
0.561200730633643
-0.658744046997589
pic =
Columns 1 through 4
[0.388139344389727] [0.192875993686586] [0.046219243417166] [0.064089371756100]
Column 5
[0.308676046750421]
mu =
Columns 1 through 4
[0.210111358147139] [0.763500719918985] [2.184627810587167] [-1.774039005066960]
Column 5
[-0.700044198628003]
sigma2 =
Columns 1 through 4
[0.225078835800820] [0.352635606743832] [0.374069501680390] [0.522993135457983]
Column 5
[0.290017531779187]
likelihood error: 0.012204
current f = [1.2e-09 -2.1e-10 1.4e-09 -1.7e-09]
w =
0.492858671836448
-0.090443575708153
0.561197098012922
-0.658762556916855
pic =
Columns 1 through 4
[0.388139344389727] [0.192875993686586] [0.046219243417166] [0.064089371756100]
Column 5
[0.308676046750421]
mu =
Columns 1 through 4
[0.210060781405491] [0.763445157979052] [2.184721535680479] [-1.774166489266202]
Column 5
[-0.699933448833449]
sigma2 =
Columns 1 through 4
[0.225018710438280] [0.352669381554801] [0.374196454414994] [0.523436431809804]
Column 5
[0.290019320237473]
likelihood error: 0.000706
current f = [1.2e-09 -2.1e-10 1.4e-09 -1.7e-09]
w =
0.492858671836448
-0.090443575708153
0.561197098012922
-0.658762556916855
pic =
Columns 1 through 4
[0.388139344389727] [0.192875993686586] [0.046219243417166] [0.064089371756100]
Column 5
[0.308676046750421]
mu =
Columns 1 through 4
[0.210060781405491] [0.763445157979052] [2.184721535680479] [-1.774166489266202]
Column 5
[-0.699933448833449]
sigma2 =
Columns 1 through 4
[0.225018710438280] [0.352669381554801] [0.374196454414994] [0.523436431809804]
Column 5
[0.290019320237473]
Likelihood error: 0.15047
current f = [1.1e-09 -1.6e-10 1.2e-09 -1.4e-09]
w =
0.489442642428729
-0.082006168517376
0.560297396705382
-0.663164923188033
pic =
Columns 1 through 4
[0.389116143178144] [0.192467652604961] [0.046224103868382] [0.063651304600609]
Column 5
[0.308540795747904]
mu =
Columns 1 through 4
[0.206829377034773] [0.763321686307087] [2.183017407265953] [-1.774344254547702]
Column 5
[-0.698004026508980]
sigma2 =
Columns 1 through 4
[0.227139788129238] [0.355636089528582] [0.375574868039347] [0.526647814738492]
Column 5
[0.295396987131718]
likelihood error: 0.18628
current f = [1.2e-09 -1.9e-10 1.4e-09 -1.7e-09]
w =
0.489215212123597
-0.081448516842389
0.560235931681763
-0.663453326307672
pic =
Columns 1 through 4
[0.389116143178144] [0.192467652604961] [0.046224103868382] [0.063651304600609]
Column 5
[0.308540795747904]
mu =
Columns 1 through 4
[0.206039714261554] [0.762499780656511] [2.184528391269499] [-1.776469469802604]
Column 5
[-0.696283383329936]
sigma2 =
Columns 1 through 4
[0.226117974296225] [0.356131340498521] [0.377510056218635] [0.533768368451920]
Column 5
[0.295335706425660]
likelihood error: 0.014162
current f = [1.2e-09 -1.9e-10 1.4e-09 -1.7e-09]
w =
0.489200380922873
-0.081412168675245
0.560231916739421
-0.663472113632546
pic =
Columns 1 through 4
[0.389116143178144] [0.192467652604961] [0.046224103868382] [0.063651304600609]
Column 5
[0.308540795747904]
mu =
Columns 1 through 4
[0.205986803505279] [0.762442720945253] [2.184620276726480] [-1.776603410456593]
Column 5
[-0.696167195514982]
sigma2 =
Columns 1 through 4
[0.226055818277534] [0.356168368117223] [0.377639342986626] [0.534244136008030]
Column 5
[0.295336149352625]
likelihood error: 0.0008033
current f = [1.2e-09 -1.9e-10 1.4e-09 -1.7e-09]
w =
0.489200380922873
-0.081412168675245
0.560231916739421
-0.663472113632546
pic =
Columns 1 through 4
[0.389116143178144] [0.192467652604961] [0.046224103868382] [0.063651304600609]
Column 5
[0.308540795747904]
mu =
Columns 1 through 4
[0.205986803505279] [0.762442720945253] [2.184620276726480] [-1.776603410456593]
Column 5
[-0.696167195514982]
sigma2 =
Columns 1 through 4
[0.226055818277534] [0.356168368117223] [0.377639342986626] [0.534244136008030]
Column 5
[0.295336149352625]
Likelihood error: 0.17359
current f = [1e-09 -1.4e-10 1.2e-09 -1.5e-09]
w =
0.485408052709340
-0.072186919044234
0.559178902576459
-0.668196846746183
pic =
Columns 1 through 4
[0.390150656438903] [0.192069907139426] [0.046225827698778] [0.063212588400824]
Column 5
[0.308341020322068]
mu =
Columns 1 through 4
[0.202322277585004] [0.762508525855932] [2.182792142541385] [-1.776556114047562]
Column 5
[-0.694005682114583]
sigma2 =
Columns 1 through 4
[0.228236726471364] [0.359279614112794] [0.379147254334728] [0.537823774525509]
Column 5
[0.301151553259312]
likelihood error: 0.21693
current f = [1.2e-09 -1.6e-10 1.4e-09 -1.7e-09]
w =
0.485162753543462
-0.071594853174393
0.559109010010539
-0.668497116301287
pic =
Columns 1 through 4
[0.390150656438903] [0.192069907139426] [0.046225827698778] [0.063212588400824]
Column 5
[0.308341020322068]
mu =
Columns 1 through 4
[0.201474851934528] [0.761648636617147] [2.184319133443409] [-1.778861665205751]
Column 5
[-0.692154048202693]
sigma2 =
Columns 1 through 4
[0.227142247134649] [0.359836361266186] [0.381159827887522] [0.545688969127174]
Column 5
[0.301051786154151]
likelihood error: 0.016461
current f = [1.2e-09 -1.6e-10 1.4e-09 -1.7e-09]
w =
0.485147242216569
-0.071557432971069
0.559104583249799
-0.668516082192795
pic =
Columns 1 through 4
[0.390150656438903] [0.192069907139426] [0.046225827698778] [0.063212588400824]
Column 5
[0.308341020322068]
mu =
Columns 1 through 4
[0.201419647714358] [0.761590282832944] [2.184407920043058] [-1.779002094344799]
Column 5
[-0.692032369494885]
sigma2 =
Columns 1 through 4
[0.227078205917016] [0.359877054747821] [0.381290588546371] [0.546199628014161]
Column 5
[0.301050538758812]
likelihood error: 0.00091281
current f = [1.2e-09 -1.6e-10 1.4e-09 -1.7e-09]
w =
0.485147242216569
-0.071557432971069
0.559104583249799
-0.668516082192795
pic =
Columns 1 through 4
[0.390150656438903] [0.192069907139426] [0.046225827698778] [0.063212588400824]
Column 5
[0.308341020322068]
mu =
Columns 1 through 4
[0.201419647714358] [0.761590282832944] [2.184407920043058] [-1.779002094344799]
Column 5
[-0.692032369494885]
sigma2 =
Columns 1 through 4
[0.227078205917016] [0.359877054747821] [0.381290588546371] [0.546199628014161]
Column 5
[0.301050538758812]
Likelihood error: 0.20125
current f = [1e-09 -1.2e-10 1.2e-09 -1.5e-09]
w =
0.480923463076970
-0.061449013872687
0.557868075004869
-0.673587301135351
pic =
Columns 1 through 4
[0.391251765501131] [0.191687539754649] [0.046223287414517] [0.062771919238421]
Column 5
[0.308065488091282]
mu =
Columns 1 through 4
[0.197266558284877] [0.761887219076056] [2.182439330928427] [-1.778730533543248]
Column 5
[-0.689622916571071]
sigma2 =
Columns 1 through 4
[0.229304596014084] [0.363146600376345] [0.382949944575347] [0.550188722925470]
Column 5
[0.307343172140009]
likelihood error: 0.25354
current f = [1.2e-09 -1.4e-10 1.4e-09 -1.7e-09]
w =
0.480658911368281
-0.060821173847704
0.557788602766213
-0.673898857665769
pic =
Columns 1 through 4
[0.391251765501131] [0.191687539754649] [0.046223287414517] [0.062771919238421]
Column 5
[0.308065488091282]
mu =
Columns 1 through 4
[0.196357730331704] [0.760990943276587] [2.183965127085228] [-1.781234154128308]
Column 5
[-0.687629789644545]
sigma2 =
Columns 1 through 4
[0.228131950982434] [0.363775537981339] [0.385029805826445] [0.558898800201608]
Column 5
[0.307194056052021]
likelihood error: 0.019147
current f = [1.2e-09 -1.4e-10 1.4e-09 -1.7e-09]
w =
0.480642747734721
-0.060782833807337
0.557783739554261
-0.673917870410295
pic =
Columns 1 through 4
[0.391251765501131] [0.191687539754649] [0.046223287414517] [0.062771919238421]
Column 5
[0.308065488091282]
mu =
Columns 1 through 4
[0.196300355980994] [0.760931606875055] [2.184049246994238] [-1.781380933709505]
Column 5
[-0.687502715697465]
sigma2 =
Columns 1 through 4
[0.228066273046812] [0.363820339707816] [0.385160829644502] [0.559446491929989]
Column 5
[0.307190711691154]
likelihood error: 0.0010344
current f = [1.2e-09 -1.4e-10 1.4e-09 -1.7e-09]
w =
0.480641761687197
-0.060780494982536
0.557783442850213
-0.673919030180323
pic =
Columns 1 through 4
[0.391251765501131] [0.191687539754649] [0.046223287414517] [0.062771919238421]
Column 5
[0.308065488091282]
mu =
Columns 1 through 4
[0.196296848818696] [0.760927969518673] [2.184054343601158] [-1.781389864020273]
Column 5
[-0.687494943311925]
sigma2 =
Columns 1 through 4
[0.228062289429459] [0.363823097303350] [0.385168837753471] [0.559479962792196]
Column 5
[0.307190529863944]
likelihood error: 6.261e-05
current f = [1.2e-09 -1.4e-10 1.4e-09 -1.7e-09]
w =
0.480641761687197
-0.060780494982536
0.557783442850213
-0.673919030180323
pic =
Columns 1 through 4
[0.391251765501131] [0.191687539754649] [0.046223287414517] [0.062771919238421]
Column 5
[0.308065488091282]
mu =
Columns 1 through 4
[0.196296848818696] [0.760927969518673] [2.184054343601158] [-1.781389864020273]
Column 5
[-0.687494943311925]
sigma2 =
Columns 1 through 4
[0.228062289429459] [0.363823097303350] [0.385168837753471] [0.559479962792196]
Column 5
[0.307190529863944]
Likelihood error: 0.23431
current f = [1e-09 -9.4e-11 1.2e-09 -1.5e-09]
w =
0.475923936470905
-0.049685761797432
0.556327254052686
-0.679358313536487
pic =
Columns 1 through 4
[0.392427568952777] [0.191327177696071] [0.046215212125191] [0.062327915632011]
Column 5
[0.307702125593951]
mu =
Columns 1 through 4
[0.191597094516136] [0.761513348564202] [2.181916605138401] [-1.780886611917347]
Column 5
[-0.684829950433069]
sigma2 =
Columns 1 through 4
[0.230312401742914] [0.367263120478510] [0.387001084189336] [0.563902184024364]
Column 5
[0.314000549508118]
likelihood error: 0.2971
current f = [1.2e-09 -1.1e-10 1.4e-09 -1.7e-09]
w =
0.475638902412233
-0.049021463815875
0.556236977188009
-0.679680039291481
pic =
Columns 1 through 4
[0.392427568952777] [0.191327177696071] [0.046215212125191] [0.062327915632011]
Column 5
[0.307702125593951]
mu =
Columns 1 through 4
[0.190623927619491] [0.760584278025178] [2.183417244108180] [-1.783606433588741]
Column 5
[-0.682685602305781]
sigma2 =
Columns 1 through 4
[0.229056648137748] [0.367976860389281] [0.389130890700538] [0.573567778350413]
Column 5
[0.313788537351772]
likelihood error: 0.022261
current f = [1.2e-09 -1.1e-10 1.4e-09 -1.8e-09]
w =
0.475622144814040
-0.048982429599072
0.556231661668825
-0.679698930053108
pic =
Columns 1 through 4
[0.392427568952777] [0.191327177696071] [0.046215212125191] [0.062327915632011]
Column 5
[0.307702125593951]
mu =
Columns 1 through 4
[0.190564613197769] [0.760524402138550] [2.183494796198660] [-1.783759198823816]
Column 5
[-0.682553429586618]
sigma2 =
Columns 1 through 4
[0.228989712467578] [0.368026227561634] [0.389260540739355] [0.574154124653304]
Column 5
[0.313782626682409]
likelihood error: 0.0011669
current f = [1.2e-09 -1.1e-10 1.4e-09 -1.8e-09]
w =
0.475621161215552
-0.048980138531520
0.556231349643278
-0.679700038776342
pic =
Columns 1 through 4
[0.392427568952777] [0.191327177696071] [0.046215212125191] [0.062327915632011]
Column 5
[0.307702125593951]
mu =
Columns 1 through 4
[0.190561124203412] [0.760520868909692] [2.183499309980715] [-1.783768139913964]
Column 5
[-0.682545649831921]
sigma2 =
Columns 1 through 4
[0.228985808324530] [0.368029151653267] [0.389268166415087] [0.574188604968035]
Column 5
[0.313782303194302]
likelihood error: 6.8012e-05
current f = [1.2e-09 -1.1e-10 1.4e-09 -1.8e-09]
w =
0.475621161215552
-0.048980138531520
0.556231349643278
-0.679700038776342
pic =
Columns 1 through 4
[0.392427568952777] [0.191327177696071] [0.046215212125191] [0.062327915632011]
Column 5
[0.307702125593951]
mu =
Columns 1 through 4
[0.190561124203412] [0.760520868909692] [2.183499309980715] [-1.783768139913964]
Column 5
[-0.682545649831921]
sigma2 =
Columns 1 through 4
[0.228985808324530] [0.368029151653267] [0.389268166415087] [0.574188604968035]
Column 5
[0.313782303194302]
Likelihood error: 0.27379
current f = [1e-09 -6.6e-11 1.2e-09 -1.5e-09]
w =
0.470340271885783
-0.036792458833819
0.554512864333998
-0.685523031639157
pic =
Columns 1 through 4
[0.393689862304232] [0.190995550873461] [0.046199928316259] [0.061878412600488]
Column 5
[0.307236245905562]
mu =
Columns 1 through 4
[0.185250462779672] [0.761456762749116] [2.181172841644253] [-1.783060146122929]
Column 5
[-0.679613336479459]
sigma2 =
Columns 1 through 4
[0.231222711483882] [0.371650081664636] [0.391311454349490] [0.579117508408327]
Column 5
[0.321143720438813]
likelihood error: 0.34853
current f = [1.2e-09 -7.7e-11 1.4e-09 -1.8e-09]
w =
0.470033872041566
-0.036092116898202
0.554410556365997
-0.685853084287343
pic =
Columns 1 through 4
[0.393689862304232] [0.190995550873461] [0.046199928316259] [0.061878412600488]
Column 5
[0.307236245905562]
mu =
Columns 1 through 4
[0.184211394460869] [0.760501307839622] [2.182615847383278] [-1.786013458152326]
Column 5
[-0.677310107596244]
sigma2 =
Columns 1 through 4
[0.229880259896074] [0.372463178315927] [0.393463632468337] [0.589855953992330]
Column 5
[0.320852226246824]
likelihood error: 0.025835
current f = [1.2e-09 -7.8e-11 1.4e-09 -1.8e-09]
w =
0.470016619617394
-0.036052704534492
0.554404787408362
-0.685871643591584
pic =
Columns 1 through 4
[0.393689862304232] [0.190995550873461] [0.046199928316259] [0.061878412600488]
Column 5
[0.307236245905562]
mu =
Columns 1 through 4
[0.184150513387107] [0.760441496678032] [2.182684600025494] [-1.786171537294817]
Column 5
[-0.677173414414780]
sigma2 =
Columns 1 through 4
[0.229812611142182] [0.372517546129673] [0.393589757353251] [0.590481624906787]
Column 5
[0.320843226524151]
likelihood error: 0.0013074
current f = [1.2e-09 -7.8e-11 1.4e-09 -1.8e-09]
w =
0.470015649859209
-0.036050489235497
0.554404463109166
-0.685872686730629
pic =
Columns 1 through 4
[0.393689862304232] [0.190995550873461] [0.046199928316259] [0.061878412600488]
Column 5
[0.307236245905562]
mu =
Columns 1 through 4
[0.184147083464537] [0.760438114910649] [2.182688423413475] [-1.786180395808170]
Column 5
[-0.677165707868065]
sigma2 =
Columns 1 through 4
[0.229808834816797] [0.372520630382686] [0.393596863015921] [0.590516862632384]
Column 5
[0.320842745078456]
likelihood error: 7.3037e-05
current f = [1.2e-09 -7.8e-11 1.4e-09 -1.8e-09]
w =
0.470015649859209
-0.036050489235497
0.554404463109166
-0.685872686730629
pic =
Columns 1 through 4
[0.393689862304232] [0.190995550873461] [0.046199928316259] [0.061878412600488]
Column 5
[0.307236245905562]
mu =
Columns 1 through 4
[0.184147083464537] [0.760438114910649] [2.182688423413475] [-1.786180395808170]
Column 5
[-0.677165707868065]
sigma2 =
Columns 1 through 4
[0.229808834816797] [0.372520630382686] [0.393596863015921] [0.590516862632384]
Column 5
[0.320842745078456]
Likelihood error: 0.32059
current f = [9.8e-10 -3.7e-11 1.2e-09 -1.5e-09]
w =
0.464097031856672
-0.022663444075681
0.552374157487859
-0.692086052068854
pic =
Columns 1 through 4
[0.395049183738268] [0.190701254050176] [0.046175720324311] [0.061420869664390]
Column 5
[0.306652972222855]
mu =
Columns 1 through 4
[0.178162766951836] [0.761805934353090] [2.180137068109510] [-1.785292427457294]
Column 5
[-0.673967923842819]
sigma2 =
Columns 1 through 4
[0.231981607857616] [0.376329251070486] [0.395889941193412] [0.596016409012777]
Column 5
[0.328783387023287]
likelihood error: 0.40863
current f = [1.2e-09 -4.2e-11 1.4e-09 -1.8e-09]
w =
0.463768927398600
-0.021928955487587
0.552258682490590
-0.692421728796556
pic =
Columns 1 through 4
[0.395049183738268] [0.190701254050176] [0.046175720324311] [0.061420869664390]
Column 5
[0.306652972222855]
mu =
Columns 1 through 4
[0.177058168365150] [0.760834040366780] [2.181480066834830] [-1.788494595522376]
Column 5
[-0.671501372672028]
sigma2 =
Columns 1 through 4
[0.230551023573543] [0.377258166693885] [0.398023671281015] [0.607948114172305]
Column 5
[0.328392470066229]
likelihood error: 0.029867
current f = [1.2e-09 -4.2e-11 1.4e-09 -1.8e-09]
w =
0.463751328683680
-0.021889581517477
0.552252480202106
-0.692439708191883
pic =
Columns 1 through 4
[0.395049183738268] [0.190701254050176] [0.046175720324311] [0.061420869664390]
Column 5
[0.306652972222855]
mu =
Columns 1 through 4
[0.176996261457037] [0.760775072691032] [2.181537516419190] [-1.788656947801191]
Column 5
[-0.671361082642672]
sigma2 =
Columns 1 through 4
[0.230483397953213] [0.377317899030800] [0.398143560916656] [0.608612389789656]
Column 5
[0.328379825365754]
likelihood error: 0.0014505
current f = [1.2e-09 -4.2e-11 1.4e-09 -1.8e-09]
w =
0.463750386438873
-0.021887473477257
0.552252148103831
-0.692440670745453
pic =
Columns 1 through 4
[0.395049183738268] [0.190701254050176] [0.046175720324311] [0.061420869664390]
Column 5
[0.306652972222855]
mu =
Columns 1 through 4
[0.176992938969045] [0.760771895019529] [2.181540548469616] [-1.788665611914299]
Column 5
[-0.671353547502386]
sigma2 =
Columns 1 through 4
[0.230479804654377] [0.377321126839083] [0.398149996113184] [0.608648027842723]
Column 5
[0.328379173371867]
likelihood error: 7.7242e-05
current f = [1.2e-09 -4.2e-11 1.4e-09 -1.8e-09]
w =
0.463750386438873
-0.021887473477257
0.552252148103831
-0.692440670745453
pic =
Columns 1 through 4
[0.395049183738268] [0.190701254050176] [0.046175720324311] [0.061420869664390]
Column 5
[0.306652972222855]
mu =
Columns 1 through 4
[0.176992938969045] [0.760771895019529] [2.181540548469616] [-1.788665611914299]
Column 5
[-0.671353547502386]
sigma2 =
Columns 1 through 4
[0.230479804654377] [0.377321126839083] [0.398149996113184] [0.608648027842723]
Column 5
[0.328379173371867]
Likelihood error: 0.37574
current f = [9.4e-10 -4.8e-12 1.1e-09 -1.5e-09]
w =
0.457116745053101
-0.007203224452640
0.549854034006948
-0.699037149399068
pic =
Columns 1 through 4
[0.396515487177785] [0.190454285825369] [0.046140723040946] [0.060952131050244]
Column 5
[0.305937372905656]
mu =
Columns 1 through 4
[0.170277700964428] [0.762669713109232] [2.178716292421915] [-1.787633744135897]
Column 5
[-0.667906655865907]
sigma2 =
Columns 1 through 4
[0.232519693057129] [0.381317025604900] [0.400738008065524] [0.614789486910983]
Column 5
[0.336914946233422]
likelihood error: 0.47782
current f = [1.1e-09 -3.8e-12 1.4e-09 -1.8e-09]
w =
0.456767443749623
-0.006438510898770
0.549724504547536
-0.699374732895629
pic =
Columns 1 through 4
[0.396515487177785] [0.190454285825369] [0.046140723040946] [0.060952131050244]
Column 5
[0.305937372905656]
mu =
Columns 1 through 4
[0.169110741514365] [0.761695693066638] [2.179905911007864] [-1.791096166816941]
Column 5
[-0.665277449799976]
sigma2 =
Columns 1 through 4
[0.231003033112666] [0.382379569339870] [0.402795540145606] [0.628029409664253]
Column 5
[0.336401324707286]
likelihood error: 0.034301
current f = [1.2e-09 -3.6e-12 1.4e-09 -1.8e-09]
w =
0.456749705667998
-0.006399699703483
0.549717918339469
-0.699391850451160
pic =
Columns 1 through 4
[0.396515487177785] [0.190454285825369] [0.046140723040946] [0.060952131050244]
Column 5
[0.305937372905656]
mu =
Columns 1 through 4
[0.169048543551709] [0.761638527960093] [2.179949413026967] [-1.791261310376758]
Column 5
[-0.665134910054184]
sigma2 =
Columns 1 through 4
[0.230936383415735] [0.382444872711567] [0.402905915069828] [0.628729552745593]
Column 5
[0.336384485262663]
likelihood error: 0.0015872
current f = [1.2e-09 -3.7e-12 1.4e-09 -1.8e-09]
w =
0.456748806599000
-0.006397732583734
0.549717584490356
-0.699392718002797
pic =
Columns 1 through 4
[0.396515487177785] [0.190454285825369] [0.046140723040946] [0.060952131050244]
Column 5
[0.305937372905656]
mu =
Columns 1 through 4
[0.169045383080330] [0.761635609684413] [2.179951572175924] [-1.791269651806644]
Column 5
[-0.665127660965430]
sigma2 =
Columns 1 through 4
[0.230933033353333] [0.382448213309214] [0.402911525344085] [0.628765114603250]
Column 5
[0.336383656776513]
likelihood error: 8.007e-05
current f = [1.2e-09 -3.7e-12 1.4e-09 -1.8e-09]
w =
0.456748806599000
-0.006397732583734
0.549717584490356
-0.699392718002797
pic =
Columns 1 through 4
[0.396515487177785] [0.190454285825369] [0.046140723040946] [0.060952131050244]
Column 5
[0.305937372905656]
mu =
Columns 1 through 4
[0.169045383080330] [0.761635609684413] [2.179951572175924] [-1.791269651806644]
Column 5
[-0.665127660965430]
sigma2 =
Columns 1 through 4
[0.230933033353333] [0.382448213309214] [0.402911525344085] [0.628765114603250]
Column 5
[0.336383656776513]
Likelihood error: 0.44003
current f = [9e-10 2.9e-11 1.1e-09 -1.4e-09]
w =
0.449325588984392
0.009660541304668
0.546890942651512
-0.706345160580368
pic =
Columns 1 through 4
[0.398097261517170] [0.190265678637585] [0.046093047472135] [0.060468246277870]
Column 5
[0.305075766095240]
mu =
Columns 1 through 4
[0.161554617796789] [0.764176739831038] [2.176792958919468] [-1.790144370378977]
Column 5
[-0.661468094424605]
sigma2 =
Columns 1 through 4
[0.232752064991338] [0.386619542512818] [0.405844479658655] [0.635629249356653]
Column 5
[0.345512097715212]
likelihood error: 0.55573
current f = [1.1e-09 3.7e-11 1.3e-09 -1.8e-09]
w =
0.448956811704643
0.010448961055160
0.546746943622524
-0.706679828551245
pic =
Columns 1 through 4
[0.398097261517170] [0.190265678637585] [0.046093047472135] [0.060468246277870]
Column 5
[0.305075766095240]
mu =
Columns 1 through 4
[0.160332246337429] [0.763219895363523] [2.177764889548417] [-1.793871768418239]
Column 5
[-0.658684316874569]
sigma2 =
Columns 1 through 4
[0.231156620326513] [0.387833516340515] [0.407747722831460] [0.650273470062873]
Column 5
[0.344849724058313]
likelihood error: 0.038999
current f = [1.1e-09 3.7e-11 1.4e-09 -1.8e-09]
w =
0.448939204799636
0.010486581778730
0.546740060265209
-0.706695782145775
pic =
Columns 1 through 4
[0.398097261517170] [0.190265678637585] [0.046093047472135] [0.060468246277870]
Column 5
[0.305075766095240]
mu =
Columns 1 through 4
[0.160270698977277] [0.763165651525326] [2.177791899423050] [-1.794037731993563]
Column 5
[-0.658541359234522]
sigma2 =
Columns 1 through 4
[0.231092122932907] [0.387904314397840] [0.407844819792004] [0.651004013343533]
Column 5
[0.344828210767062]
likelihood error: 0.0017045
current f = [1.1e-09 3.7e-11 1.4e-09 -1.8e-09]
w =
0.448938365814147
0.010488374392322
0.546739732248013
-0.706696542293132
pic =
Columns 1 through 4
[0.398097261517170] [0.190265678637585] [0.046093047472135] [0.060468246277870]
Column 5
[0.305075766095240]
mu =
Columns 1 through 4
[0.160267758560341] [0.763163046192019] [2.177793139782448] [-1.794045611335257]
Column 5
[-0.658534523081003]
sigma2 =
Columns 1 through 4
[0.231089077743099] [0.387907718807171] [0.407849461432321] [0.651038899079137]
Column 5
[0.344827209996212]
likelihood error: 8.0882e-05
current f = [1.1e-09 3.7e-11 1.4e-09 -1.8e-09]
w =
0.448938365814147
0.010488374392322
0.546739732248013
-0.706696542293132
pic =
Columns 1 through 4
[0.398097261517170] [0.190265678637585] [0.046093047472135] [0.060468246277870]
Column 5
[0.305075766095240]
mu =
Columns 1 through 4
[0.160267758560341] [0.763163046192019] [2.177793139782448] [-1.794045611335257]
Column 5
[-0.658534523081003]
sigma2 =
Columns 1 through 4
[0.231089077743099] [0.387907718807171] [0.407849461432321] [0.651038899079137]
Column 5
[0.344827209996212]
Likelihood error: 0.51379
current f = [8.5e-10 6.2e-11 1.1e-09 -1.4e-09]
w =
0.440662524173034
0.027958837308027
0.543422953543356
-0.713951214560154
pic =
Columns 1 through 4
[0.399800237917584] [0.190146869742434] [0.046030939281756] [0.059964315988838]
Column 5
[0.304057637069388]
mu =
Columns 1 through 4
[0.151979657138768] [0.766470935842156] [2.174225406778727] [-1.792893780674528]
Column 5
[-0.654725375705430]
sigma2 =
Columns 1 through 4
[0.232581887586210] [0.392224730131154] [0.411178239204929] [0.658715745487893]
Column 5
[0.354520143901100]
likelihood error: 0.64077
current f = [1e-09 7.8e-11 1.3e-09 -1.7e-09]
w =
0.440277611066166
0.028761325929559
0.543264833568072
-0.714277069446887
pic =
Columns 1 through 4
[0.399800237917584] [0.190146869742434] [0.046030939281756] [0.059964315988838]
Column 5
[0.304057637069388]
mu =
Columns 1 through 4
[0.150713619442877] [0.765555670715554] [2.174906562292552] [-1.796880756448964]
Column 5
[-0.651805160009774]
sigma2 =
Columns 1 through 4
[0.230922314480237] [0.393605299700114] [0.412826796982313] [0.674821624356120]
Column 5
[0.353681715554231]
likelihood error: 0.043692
current f = [1.1e-09 7.9e-11 1.3e-09 -1.7e-09]
w =
0.440260467376501
0.028797047742672
0.543257783264921
-0.714291559402456
pic =
Columns 1 through 4
[0.399800237917584] [0.190146869742434] [0.046030939281756] [0.059964315988838]
Column 5
[0.304057637069388]
mu =
Columns 1 through 4
[0.150653859993325] [0.765505567763086] [2.174915004374290] [-1.797045076684044]
Column 5
[-0.651664123375137]
sigma2 =
Columns 1 through 4
[0.230861344202187] [0.393681066802157] [0.412906606079379] [0.675573658779573]
Column 5
[0.353655213719635]
likelihood error: 0.0017849
current f = [1.1e-09 7.9e-11 1.3e-09 -1.7e-09]
w =
0.440259705329815
0.028798635557252
0.543257469859583
-0.714292203443022
pic =
Columns 1 through 4
[0.399800237917584] [0.190146869742434] [0.046030939281756] [0.059964315988838]
Column 5
[0.304057637069388]
mu =
Columns 1 through 4
[0.150651196593651] [0.765503321019995] [2.174915333483992] [-1.797052352752870]
Column 5
[-0.651657831202577]
sigma2 =
Columns 1 through 4
[0.230858661397769] [0.393684464686784] [0.412910166991836] [0.675607159301048]
Column 5
[0.353654058578266]
likelihood error: 7.9039e-05
current f = [1.1e-09 7.9e-11 1.3e-09 -1.7e-09]
w =
0.440259705329815
0.028798635557252
0.543257469859583
-0.714292203443022
pic =
Columns 1 through 4
[0.399800237917584] [0.190146869742434] [0.046030939281756] [0.059964315988838]
Column 5
[0.304057637069388]
mu =
Columns 1 through 4
[0.150651196593651] [0.765503321019995] [2.174915333483992] [-1.797052352752870]
Column 5
[-0.651657831202577]
sigma2 =
Columns 1 through 4
[0.230858661397769] [0.393684464686784] [0.412910166991836] [0.675607159301048]
Column 5
[0.353654058578266]
Likelihood error: 0.59652
current f = [7.8e-10 9.3e-11 9.8e-10 -1.3e-09]
w =
0.431092646947989
0.047657802259552
0.539394908810303
-0.721762423505354
pic =
Columns 1 through 4
[0.401625717093121] [0.190108780895957] [0.045952937317371] [0.059434389739142]
Column 5
[0.302878174954410]
mu =
Columns 1 through 4
[0.141579394504228] [0.769700659653055] [2.170855376107162] [-1.795958199026798]
Column 5
[-0.647795123072420]
sigma2 =
Columns 1 through 4
[0.231909599617722] [0.398090286545528] [0.416679267541528] [0.684193344245217]
Column 5
[0.363850027804248]
likelihood error: 0.72947
current f = [9.6e-10 1.2e-10 1.2e-09 -1.6e-09]
w =
0.430696926109193
0.048461307168929
0.539224112344125
-0.722072722250821
pic =
Columns 1 through 4
[0.401625717093121] [0.190108780895957] [0.045952937317371] [0.059434389739142]
Column 5
[0.302878174954410]
mu =
Columns 1 through 4
[0.140287079691689] [0.768855676017957] [2.171169245848799] [-1.800185280202784]
Column 5
[-0.644769251774589]
sigma2 =
Columns 1 through 4
[0.230210179689594] [0.399645634352206] [0.417951979135612] [0.701752792158928]
Column 5
[0.362809858760138]
likelihood error: 0.047938
current f = [9.7e-10 1.2e-10 1.2e-09 -1.6e-09]
w =
0.430680624745865
0.048494388477341
0.539217069512138
-0.722085483655466
pic =
Columns 1 through 4
[0.401625717093121] [0.190108780895957] [0.045952937317371] [0.059434389739142]
Column 5
[0.302878174954410]
mu =
Columns 1 through 4
[0.140230391369328] [0.768810928411566] [2.171157996272711] [-1.800345075967951]
Column 5
[-0.644632931474998]
sigma2 =
Columns 1 through 4
[0.230154232708491] [0.399725209066997] [0.418010689109210] [0.702513454916366]
Column 5
[0.362778338083455]
likelihood error: 0.001808
current f = [9.7e-10 1.2e-10 1.2e-09 -1.6e-09]
w =
0.430679954563709
0.048495748486075
0.539216779955125
-0.722086008267084
pic =
Columns 1 through 4
[0.401625717093121] [0.190108780895957] [0.045952937317371] [0.059434389739142]
Column 5
[0.302878174954410]
mu =
Columns 1 through 4
[0.140228054583489] [0.768809070755942] [2.171157489929696] [-1.800351619355111]
Column 5
[-0.644627306015624]
sigma2 =
Columns 1 through 4
[0.230151958196484] [0.399728508563350] [0.418013114111938] [0.702544793972948]
Column 5
[0.362777062798750]
likelihood error: 7.4066e-05
current f = [9.7e-10 1.2e-10 1.2e-09 -1.6e-09]
w =
0.430679954563709
0.048495748486075
0.539216779955125
-0.722086008267084
pic =
Columns 1 through 4
[0.401625717093121] [0.190108780895957] [0.045952937317371] [0.059434389739142]
Column 5
[0.302878174954410]
mu =
Columns 1 through 4
[0.140228054583489] [0.768809070755942] [2.171157489929696] [-1.800351619355111]
Column 5
[-0.644627306015624]
sigma2 =
Columns 1 through 4
[0.230151958196484] [0.399728508563350] [0.418013114111938] [0.702544793972948]
Column 5
[0.362777062798750]
Likelihood error: 0.68633
current f = [6.9e-10 1.2e-10 8.9e-10 -1.2e-09]
w =
0.420624531102549
0.068632163834550
0.534769217336830
-0.729648212575351
pic =
Columns 1 through 4
[0.403568488961761] [0.190160798178939] [0.045857963791545] [0.058871491385266]
Column 5
[0.301541257682489]
mu =
Columns 1 through 4
[0.130435044678541] [0.774000019883384] [2.166526892064078] [-1.799416296358045]
Column 5
[-0.640843864399962]
sigma2 =
Columns 1 through 4
[0.230649166349750] [0.404127304046996] [0.422250032929690] [0.712136690427331]
Column 5
[0.373374963913858]
likelihood error: 0.81585
current f = [8.5e-10 1.5e-10 1.1e-09 -1.5e-09]
w =
0.420225495676403
0.069420425656270
0.534588578572212
-0.729935880026051
pic =
Columns 1 through 4
[0.403568488961761] [0.190160798178939] [0.045857963791545] [0.058871491385266]
Column 5
[0.301541257682489]
mu =
Columns 1 through 4
[0.129139782101821] [0.773256203400073] [2.166402920124932] [-1.803846125907241]
Column 5
[-0.637757584718297]
sigma2 =
Columns 1 through 4
[0.228945506336094] [0.405852585212619] [0.423012805376536] [0.731044677009327]
Column 5
[0.372113519245467]
likelihood error: 0.05112
current f = [8.6e-10 1.5e-10 1.1e-09 -1.5e-09]
w =
0.420210430956246
0.069450168997821
0.534581752905219
-0.729946722169909
pic =
Columns 1 through 4
[0.403568488961761] [0.190160798178939] [0.045857963791545] [0.058871491385266]
Column 5
[0.301541257682489]
mu =
Columns 1 through 4
[0.129087490783678] [0.773217868147305] [2.166372321457759] [-1.803998282960088]
Column 5
[-0.637629066298351]
sigma2 =
Columns 1 through 4
[0.228896051387467] [0.405934026762171] [0.423047473628971] [0.731797180816414]
Column 5
[0.372077362124094]
likelihood error: 0.0017549
current f = [8.6e-10 1.5e-10 1.1e-09 -1.5e-09]
w =
0.420209863329236
0.069451289681514
0.534581495710779
-0.729947130667761
pic =
Columns 1 through 4
[0.403568488961761] [0.190160798178939] [0.045857963791545] [0.058871491385266]
Column 5
[0.301541257682489]
mu =
Columns 1 through 4
[0.129085515339500] [0.773216408026875] [2.166371128833361] [-1.804003992863614]
Column 5
[-0.637624205551905]
sigma2 =
Columns 1 through 4
[0.228894210814376] [0.405937120295199] [0.423048788851763] [0.731825592782378]
Column 5
[0.372076017377223]
likelihood error: 6.5889e-05
current f = [8.6e-10 1.5e-10 1.1e-09 -1.5e-09]
w =
0.420209863329236
0.069451289681514
0.534581495710779
-0.729947130667761
pic =
Columns 1 through 4
[0.403568488961761] [0.190160798178939] [0.045857963791545] [0.058871491385266]
Column 5
[0.301541257682489]
mu =
Columns 1 through 4
[0.129085515339500] [0.773216408026875] [2.166371128833361] [-1.804003992863614]
Column 5
[-0.637624205551905]
sigma2 =
Columns 1 through 4
[0.228894210814376] [0.405937120295199] [0.423048788851763] [0.731825592782378]
Column 5
[0.372076017377223]
Likelihood error: 0.77929
current f = [5.9e-10 1.3e-10 7.6e-10 -1.1e-09]
w =
0.409329014541965
0.090641903302566
0.529539632953864
-0.737442594615846
pic =
Columns 1 through 4
[0.405614360100400] [0.190310079179590] [0.045745281360192] [0.058267886986196]
Column 5
[0.300062392373621]
mu =
Columns 1 through 4
[0.118692872047352] [0.779463438596769] [2.161118925575854] [-1.803343454880729]
Column 5
[-0.634088189319882]
sigma2 =
Columns 1 through 4
[0.228750032343438] [0.410181837098516] [0.427751865245020] [0.742506097979409]
Column 5
[0.382932037978825]
likelihood error: 0.89133
current f = [7.2e-10 1.7e-10 9.3e-10 -1.3e-09]
w =
0.408936071616064
0.091396524298594
0.529353481266270
-0.737701061780542
pic =
Columns 1 through 4
[0.405614360100400] [0.190310079179590] [0.045745281360192] [0.058267886986196]
Column 5
[0.300062392373621]
mu =
Columns 1 through 4
[0.117423118756833] [0.778850309724993] [2.160505552513400] [-1.807918425605013]
Column 5
[-0.631001032686836]
sigma2 =
Columns 1 through 4
[0.227088939690355] [0.412052662297510] [0.427874223473852] [0.762531447944882]
Column 5
[0.381441933751395]
likelihood error: 0.052518
current f = [7.2e-10 1.7e-10 9.4e-10 -1.3e-09]
w =
0.408922601480059
0.091422379985708
0.529347095053308
-0.737709907347514
pic =
Columns 1 through 4
[0.405614360100400] [0.190310079179590] [0.045745281360192] [0.058267886986196]
Column 5
[0.300062392373621]
mu =
Columns 1 through 4
[0.117376428945526] [0.778819108985892] [2.160457782877228] [-1.808059910606125]
Column 5
[-0.630883374351457]
sigma2 =
Columns 1 through 4
[0.227047192261170] [0.412133265336169] [0.427883577537148] [0.763256102575404]
Column 5
[0.381402030434348]
likelihood error: 0.0016156
current f = [7.2e-10 1.7e-10 9.4e-10 -1.3e-09]
w =
0.408922140576465
0.091423264666956
0.529346876532428
-0.737710209996367
pic =
Columns 1 through 4
[0.405614360100400] [0.190310079179590] [0.045745281360192] [0.058267886986196]
Column 5
[0.300062392373621]
mu =
Columns 1 through 4
[0.117374827406614] [0.778818028505665] [2.160456114459856] [-1.808064732136192]
Column 5
[-0.630879333572544]
sigma2 =
Columns 1 through 4
[0.227045783152380] [0.412136044101230] [0.427883904139258] [0.763280945302906]
Column 5
[0.381400679322111]
likelihood error: 5.5071e-05
current f = [7.2e-10 1.7e-10 9.4e-10 -1.3e-09]
w =
0.408922140576465
0.091423264666956
0.529346876532428
-0.737710209996367
pic =
Columns 1 through 4
[0.405614360100400] [0.190310079179590] [0.045745281360192] [0.058267886986196]
Column 5
[0.300062392373621]
mu =
Columns 1 through 4
[0.117374827406614] [0.778818028505665] [2.160456114459856] [-1.808064732136192]
Column 5
[-0.630879333572544]
sigma2 =
Columns 1 through 4
[0.227045783152380] [0.412136044101230] [0.427883904139258] [0.763280945302906]
Column 5
[0.381400679322111]
Likelihood error: 0.86879
current f = [4.7e-10 1.4e-10 6.2e-10 -8.8e-10]
w =
0.397353338985550
0.113323436688914
0.523744972043356
-0.744955922827459
pic =
Columns 1 through 4
[0.407737583071447] [0.190561644427473] [0.045614345700711] [0.057615723060899]
Column 5
[0.298470703739470]
mu =
Columns 1 through 4
[0.106564194764384] [0.786119040425312] [2.154587840640075] [-1.807806169990596]
Column 5
[-0.627784213141151]
sigma2 =
Columns 1 through 4
[0.226218325574717] [0.416021737926760] [0.433012793125320] [0.775098226129304]
Column 5
[0.392330845384354]
likelihood error: 0.94562
current f = [5.7e-10 1.7e-10 7.5e-10 -1.1e-09]
w =
0.396976892429173
0.114026052269502
0.523558854514025
-0.745180201121801
pic =
Columns 1 through 4
[0.407737583071447] [0.190561644427473] [0.045614345700711] [0.057615723060899]
Column 5
[0.298470703739470]
mu =
Columns 1 through 4
[0.105351050516054] [0.785660236431854] [2.153466602024606] [-1.812449327542761]
Column 5
[-0.624766397508285]
sigma2 =
Columns 1 through 4
[0.224654280498228] [0.417990189664844] [0.432392744563171] [0.795869964057962]
Column 5
[0.390623098166855]
likelihood error: 0.051528
current f = [5.7e-10 1.7e-10 7.6e-10 -1.1e-09]
w =
0.396965273743550
0.114047728076629
0.523553106414310
-0.745187112025609
pic =
Columns 1 through 4
[0.407737583071447] [0.190561644427473] [0.045614345700711] [0.057615723060899]
Column 5
[0.298470703739470]
mu =
Columns 1 through 4
[0.105310838399481] [0.785636401408881] [2.153405652961691] [-1.812577605245679]
Column 5
[-0.624662170533423]
sigma2 =
Columns 1 through 4
[0.224620936462790] [0.418066785586195] [0.432377847254726] [0.796546527664284]
Column 5
[0.390580844600333]
likelihood error: 0.0013973
current f = [5.7e-10 1.7e-10 7.6e-10 -1.1e-09]
w =
0.396964915748698
0.114048395942125
0.523552929300344
-0.745187324953639
pic =
Columns 1 through 4
[0.407737583071447] [0.190561644427473] [0.045614345700711] [0.057615723060899]
Column 5
[0.298470703739470]
mu =
Columns 1 through 4
[0.105309596567985] [0.785635657051092] [2.153403747893512] [-1.812581542110366]
Column 5
[-0.624658947765029]
sigma2 =
Columns 1 through 4
[0.224619924510780] [0.418069161893834] [0.432377392632713] [0.796567409587147]
Column 5
[0.390579553525098]
likelihood error: 4.2875e-05
current f = [5.7e-10 1.7e-10 7.6e-10 -1.1e-09]
w =
0.396964915748698
0.114048395942125
0.523552929300344
-0.745187324953639
pic =
Columns 1 through 4
[0.407737583071447] [0.190561644427473] [0.045614345700711] [0.057615723060899]
Column 5
[0.298470703739470]
mu =
Columns 1 through 4
[0.105309596567985] [0.785635657051092] [2.153403747893512] [-1.812581542110366]
Column 5
[-0.624658947765029]
sigma2 =
Columns 1 through 4
[0.224619924510780] [0.418069161893834] [0.432377392632713] [0.796567409587147]
Column 5
[0.390579553525098]
Likelihood error: 0.94552
current f = [3.5e-10 1.3e-10 4.7e-10 -6.8e-10]
w =
0.384921865119091
0.136208177857043
0.517477084303533
-0.751997312003590
pic =
Columns 1 through 4
[0.409899215899849] [0.190919189439080] [0.045464735081096] [0.056908100513350]
Column 5
[0.296808759066626]
mu =
Columns 1 through 4
[0.094309038299682] [0.793910471678747] [2.147006004667488] [-1.812859408313717]
Column 5
[-0.622203396737973]
sigma2 =
Columns 1 through 4
[0.223126107864964] [0.421341486265241] [0.437850869652212] [0.809506477772984]
Column 5
[0.401369458634341]
likelihood error: 0.96926
current f = [4.2e-10 1.5e-10 5.7e-10 -8.2e-10]
w =
0.384571721165569
0.136843480312006
0.517296995744640
-0.752184998103252
pic =
Columns 1 through 4
[0.409899215899849] [0.190919189439080] [0.045464735081096] [0.056908100513350]
Column 5
[0.296808759066626]
mu =
Columns 1 through 4
[0.093182034626149] [0.793619420519892] [2.145401648124044] [-1.817480143717493]
Column 5
[-0.619328095616314]
sigma2 =
Columns 1 through 4
[0.221713546212375] [0.423338621396528] [0.436442067337333] [0.830531460102754]
Column 5
[0.399477531601463]
likelihood error: 0.047959
current f = [4.2e-10 1.5e-10 5.7e-10 -8.3e-10]
w =
0.384562052943606
0.136861015339388
0.517292020424127
-0.752190172445623
pic =
Columns 1 through 4
[0.409899215899849] [0.190919189439080] [0.045464735081096] [0.056908100513350]
Column 5
[0.296808759066626]
mu =
Columns 1 through 4
[0.093148659959623] [0.793602619151228] [2.145332736740150] [-1.817593593983413]
Column 5
[-0.619238890217872]
sigma2 =
Columns 1 through 4
[0.221688573547703] [0.423408186401195] [0.436406453958357] [0.831142579132779]
Column 5
[0.399434671710672]
likelihood error: 0.0011284
current f = [4.2e-10 1.5e-10 5.7e-10 -8.3e-10]
w =
0.384561786375117
0.136861498803056
0.517291883244460
-0.752190315104456
pic =
Columns 1 through 4
[0.409899215899849] [0.190919189439080] [0.045464735081096] [0.056908100513350]
Column 5
[0.296808759066626]
mu =
Columns 1 through 4
[0.093147737938034] [0.793602148700902] [2.145330816518209] [-1.817596710229305]
Column 5
[-0.619236422676087]
sigma2 =
Columns 1 through 4
[0.221687896610794] [0.423410116223114] [0.436405474794217] [0.831159453118086]
Column 5
[0.399433497781678]
likelihood error: 3.0965e-05
current f = [4.2e-10 1.5e-10 5.7e-10 -8.3e-10]
w =
0.384561786375117
0.136861498803056
0.517291883244460
-0.752190315104456
pic =
Columns 1 through 4
[0.409899215899849] [0.190919189439080] [0.045464735081096] [0.056908100513350]
Column 5
[0.296808759066626]
mu =
Columns 1 through 4
[0.093147737938034] [0.793602148700902] [2.145330816518209] [-1.817596710229305]
Column 5
[-0.619236422676087]
sigma2 =
Columns 1 through 4
[0.221687896610794] [0.423410116223114] [0.436405474794217] [0.831159453118086]
Column 5
[0.399433497781678]
Likelihood error: 0.99859
current f = [2.4e-10 1e-10 3.3e-10 -4.9e-10]
w =
0.372316962337735
0.158773289800675
0.510877178547918
-0.758403342847110
pic =
Columns 1 through 4
[0.412048346020707] [0.191385572881116] [0.045296364511836] [0.056140467233035]
Column 5
[0.295129249353306]
mu =
Columns 1 through 4
[0.082204113905975] [0.802695863412167] [2.138577406966409] [-1.818549777525420]
Column 5
[-0.617596697564671]
sigma2 =
Columns 1 through 4
[0.219599366322254] [0.425796944795228] [0.442108168038916] [0.845112111825897]
Column 5
[0.409854859101458]
likelihood error: 0.95693
current f = [2.8e-10 1.2e-10 3.9e-10 -5.8e-10]
w =
0.372000522029442
0.159331876057151
0.510708466499365
-0.758555091690328
pic =
Columns 1 through 4
[0.412048346020707] [0.191385572881116] [0.045296364511836] [0.056140467233035]
Column 5
[0.295129249353306]
mu =
Columns 1 through 4
[0.081186338928664] [0.802573102921359] [2.136558658346678] [-1.823054036077173]
Column 5
[-0.614929492450290]
sigma2 =
Columns 1 through 4
[0.218382382469497] [0.427743595157064] [0.439938237348209] [0.865830909289231]
Column 5
[0.407833689112217]
likelihood error: 0.042223
current f = [2.9e-10 1.2e-10 3.9e-10 -5.9e-10]
w =
0.371992726380862
0.159345632305889
0.510704308375152
-0.758558824609771
pic =
Columns 1 through 4
[0.412048346020707] [0.191385572881116] [0.045296364511836] [0.056140467233035]
Column 5
[0.295129249353306]
mu =
Columns 1 through 4
[0.081159569402069] [0.802562498682485] [2.136487182501870] [-1.823152204287296]
Column 5
[-0.614855598126373]
sigma2 =
Columns 1 through 4
[0.218364997599765] [0.427803953391775] [0.439887273660562] [0.866365472789935]
Column 5
[0.407792009344423]
likelihood error: 0.00085017
current f = [2.9e-10 1.2e-10 3.9e-10 -5.9e-10]
w =
0.371992726380862
0.159345632305889
0.510704308375152
-0.758558824609771
pic =
Columns 1 through 4
[0.412048346020707] [0.191385572881116] [0.045296364511836] [0.056140467233035]
Column 5
[0.295129249353306]
mu =
Columns 1 through 4
[0.081159569402069] [0.802562498682485] [2.136487182501870] [-1.823152204287296]
Column 5
[-0.614855598126373]
sigma2 =
Columns 1 through 4
[0.218364997599765] [0.427803953391775] [0.439887273660562] [0.866365472789935]
Column 5
[0.407792009344423]
Likelihood error: 1.0184
current f = [1.5e-10 7.7e-11 2.1e-10 -3.2e-10]
w =
0.359843286789791
0.180511451340398
0.504119345876765
-0.764062896626268
pic =
Columns 1 through 4
[0.414128183990677] [0.191961454702114] [0.045109915065690] [0.055311893736310]
Column 5
[0.293488552505208]
mu =
Columns 1 through 4
[0.070506513883781] [0.812264918412257] [2.129619550885906] [-1.824926153393974]
Column 5
[-0.614156761285603]
sigma2 =
Columns 1 through 4
[0.215787799364180] [0.429067656635131] [0.445680516261957] [0.881118495527132]
Column 5
[0.417622311350794]
likelihood error: 0.90976
current f = [1.8e-10 9.1e-11 2.5e-10 -3.8e-10]
w =
0.359564350133650
0.180991113009852
0.503965758790049
-0.764182052322991
pic =
Columns 1 through 4
[0.414128183990677] [0.191961454702114] [0.045109915065690] [0.055311893736310]
Column 5
[0.293488552505208]
mu =
Columns 1 through 4
[0.069611094542415] [0.812298005311416] [2.127288787479808] [-1.829228200694668]
Column 5
[-0.611745928821002]
sigma2 =
Columns 1 through 4
[0.214791461198965] [0.430890082789449] [0.442850865825719] [0.900986056600256]
Column 5
[0.415541254992231]
likelihood error: 0.035218
current f = [1.8e-10 9.2e-11 2.5e-10 -3.8e-10]
w =
0.359558206695436
0.181001674205670
0.503962374922323
-0.764184673096988
pic =
Columns 1 through 4
[0.414128183990677] [0.191961454702114] [0.045109915065690] [0.055311893736310]
Column 5
[0.293488552505208]
mu =
Columns 1 through 4
[0.069590201605597] [0.812292438932100] [2.127219265956085] [-1.829311750961232]
Column 5
[-0.611686375977640]
sigma2 =
Columns 1 through 4
[0.214780339459281] [0.430940336640628] [0.442790528534007] [0.901440840752339]
Column 5
[0.415502243700081]
likelihood error: 0.00060026
current f = [1.8e-10 9.2e-11 2.5e-10 -3.8e-10]
w =
0.359558206695436
0.181001674205670
0.503962374922323
-0.764184673096988
pic =
Columns 1 through 4
[0.414128183990677] [0.191961454702114] [0.045109915065690] [0.055311893736310]
Column 5
[0.293488552505208]
mu =
Columns 1 through 4
[0.069590201605597] [0.812292438932100] [2.127219265956085] [-1.829311750961232]
Column 5
[-0.611686375977640]
sigma2 =
Columns 1 through 4
[0.214780339459281] [0.430940336640628] [0.442790528534007] [0.901440840752339]
Column 5
[0.415502243700081]
Likelihood error: 1
current f = [8.9e-11 5.2e-11 1.3e-10 -2e-10]
w =
0.347787109745313
0.200995895331079
0.497386289019469
-0.768928901687932
pic =
Columns 1 through 4
[0.416084960084729] [0.192642323991591] [0.044907174072734] [0.054425985567510]
Column 5
[0.291939556283436]
mu =
Columns 1 through 4
[0.059427327796848] [0.822365591173297] [2.120513400995867] [-1.832045464177664]
Column 5
[-0.611987995523134]
sigma2 =
Columns 1 through 4
[0.211831899603551] [0.430929347780538] [0.448529228680846] [0.916644705307588]
Column 5
[0.424547666930427]
likelihood error: 0.83468
current f = [1e-10 6.1e-11 1.5e-10 -2.3e-10]
w =
0.347545855833846
0.201400730212845
0.497249612096776
-0.769020446563451
pic =
Columns 1 through 4
[0.416084960084729] [0.192642323991591] [0.044907174072734] [0.054425985567510]
Column 5
[0.291939556283436]
mu =
Columns 1 through 4
[0.058656822638019] [0.822531516072854] [2.117989101871713] [-1.836077146198171]
Column 5
[-0.609859442607480]
sigma2 =
Columns 1 through 4
[0.211059219389546] [0.432572503430340] [0.445195947913791] [0.935206338685237]
Column 5
[0.422479456147826]
likelihood error: 0.027951
current f = [1e-10 6.1e-11 1.5e-10 -2.3e-10]
w =
0.347541072519542
0.201408754852736
0.497246901462282
-0.769022259344547
pic =
Columns 1 through 4
[0.416084960084729] [0.192642323991591] [0.044907174072734] [0.054425985567510]
Column 5
[0.291939556283436]
mu =
Columns 1 through 4
[0.058640806137709] [0.822529737730026] [2.117924575203688] [-1.836147539424716]
Column 5
[-0.609812393386473]
sigma2 =
Columns 1 through 4
[0.211052840749448] [0.432612974593550] [0.445131620866101] [0.935585171099599]
Column 5
[0.422444083343673]
likelihood error: 0.00040008
current f = [1e-10 6.1e-11 1.5e-10 -2.3e-10]
w =
0.347541072519542
0.201408754852736
0.497246901462282
-0.769022259344547
pic =
Columns 1 through 4
[0.416084960084729] [0.192642323991591] [0.044907174072734] [0.054425985567510]
Column 5
[0.291939556283436]
mu =
Columns 1 through 4
[0.058640806137709] [0.822529737730026] [2.117924575203688] [-1.836147539424716]
Column 5
[-0.609812393386473]
sigma2 =
Columns 1 through 4
[0.211052840749448] [0.432612974593550] [0.445131620866101] [0.935585171099599]
Column 5
[0.422444083343673]
Likelihood error: 0.94558
current f = [4.8e-11 3.2e-11 7.1e-11 -1.1e-10]
w =
0.336387728577977
0.219914447106050
0.490847791278654
-0.773013180879436
pic =
Columns 1 through 4
[0.417878851373254] [0.193414906142703] [0.044690800445779] [0.053490490480891]
Column 5
[0.290524951557373]
mu =
Columns 1 through 4
[0.049126415252262] [0.832730523444883] [2.111652441871866] [-1.839982359677131]
Column 5
[-0.611101315790266]
sigma2 =
Columns 1 through 4
[0.207846882669153] [0.431295587312306] [0.450670793937513] [0.950806156624951]
Column 5
[0.430552521322949]
likelihood error: 0.74156
current f = [5.6e-11 3.7e-11 8.2e-11 -1.3e-10]
w =
0.336181689925566
0.220252505384392
0.490728123285233
-0.773082540384903
pic =
Columns 1 through 4
[0.417878851373254] [0.193414906142703] [0.044690800445779] [0.053490490480891]
Column 5
[0.290524951557373]
mu =
Columns 1 through 4
[0.048474987448072] [0.832999678015323] [2.109051530148167] [-1.843696960048080]
Column 5
[-0.609259538330519]
sigma2 =
Columns 1 through 4
[0.207282080959974] [0.432728645113811] [0.447016276408240] [0.967741789007251]
Column 5
[0.428562680693575]
likelihood error: 0.021214
current f = [5.6e-11 3.7e-11 8.2e-11 -1.3e-10]
w =
0.336177972451996
0.220258603589164
0.490725963685990
-0.773083790379675
pic =
Columns 1 through 4
[0.417878851373254] [0.193414906142703] [0.044690800445779] [0.053490490480891]
Column 5
[0.290524951557373]
mu =
Columns 1 through 4
[0.048462812573546] [0.833000539744424] [2.108993559502806] [-1.843756023431461]
Column 5
[-0.609222808776211]
sigma2 =
Columns 1 through 4
[0.207279035758264] [0.432760454670066] [0.446952069314073] [0.968053007875702]
Column 5
[0.428531374701651]
likelihood error: 0.00025334
current f = [5.6e-11 3.7e-11 8.2e-11 -1.3e-10]
w =
0.336177972451996
0.220258603589164
0.490725963685990
-0.773083790379675
pic =
Columns 1 through 4
[0.417878851373254] [0.193414906142703] [0.044690800445779] [0.053490490480891]
Column 5
[0.290524951557373]
mu =
Columns 1 through 4
[0.048462812573546] [0.833000539744424] [2.108993559502806] [-1.843756023431461]
Column 5
[-0.609222808776211]
sigma2 =
Columns 1 through 4
[0.207279035758264] [0.432760454670066] [0.446952069314073] [0.968053007875702]
Column 5
[0.428531374701651]
Likelihood error: 0.86303
current f = [2.5e-11 1.8e-11 3.7e-11 -6e-11]
w =
0.325823265951988
0.237075638075192
0.484645889443501
-0.776371498086639
pic =
Columns 1 through 4
[0.419489677852380] [0.194256091571210] [0.044463897480299] [0.052516145491995]
Column 5
[0.289274187604117]
mu =
Columns 1 through 4
[0.039717909390439] [0.843098266703338] [2.103396889018182] [-1.848823604228856]
Column 5
[-0.611424444419924]
sigma2 =
Columns 1 through 4
[0.203922932814019] [0.430225115246468] [0.452155489579833] [0.982808255532152]
Column 5
[0.435601878032679]
likelihood error: 0.64018
current f = [2.9e-11 2.1e-11 4.3e-11 -6.9e-11]
w =
0.325648603695875
0.237356449591384
0.484542237711288
-0.776423674691990
pic =
Columns 1 through 4
[0.419489677852380] [0.194256091571210] [0.044463897480299] [0.052516145491995]
Column 5
[0.289274187604117]
mu =
Columns 1 through 4
[0.039174611058270] [0.843438781005584] [2.100821894113679] [-1.852195142186948]
Column 5
[-0.609857396936174]
sigma2 =
Columns 1 through 4
[0.203538120742997] [0.431439629686467] [0.448361563198882] [0.997940832503465]
Column 5
[0.433741712103074]
likelihood error: 0.01545
current f = [2.9e-11 2.1e-11 4.3e-11 -6.9e-11]
w =
0.325645698173075
0.237361120126743
0.484540513152623
-0.776424541747308
pic =
Columns 1 through 4
[0.419489677852380] [0.194256091571210] [0.044463897480299] [0.052516145491995]
Column 5
[0.289274187604117]
mu =
Columns 1 through 4
[0.039165364435868] [0.843441340319791] [2.100770929136953] [-1.852244712119223]
Column 5
[-0.609828874287042]
sigma2 =
Columns 1 through 4
[0.203537272368314] [0.431464220349274] [0.448300215379398] [0.998194552654326]
Column 5
[0.433714480101838]
likelihood error: 0.00015269
current f = [2.9e-11 2.1e-11 4.3e-11 -6.9e-11]
w =
0.325645698173075
0.237361120126743
0.484540513152623
-0.776424541747308
pic =
Columns 1 through 4
[0.419489677852380] [0.194256091571210] [0.044463897480299] [0.052516145491995]
Column 5
[0.289274187604117]
mu =
Columns 1 through 4
[0.039165364435868] [0.843441340319791] [2.100770929136953] [-1.852244712119223]
Column 5
[-0.609828874287042]
sigma2 =
Columns 1 through 4
[0.203537272368314] [0.431464220349274] [0.448300215379398] [0.998194552654326]
Column 5
[0.433714480101838]
Likelihood error: 0.76302
current f = [3.7e-05 3.3e-05 5.8e-05 -9.5e-05]
w =
0.316209093853024
0.252395500596734
0.478887913478702
-0.779085957190082
pic =
Columns 1 through 4
[0.420917213964915] [0.195134974632643] [0.044229577237456] [0.051515020505885]
Column 5
[0.288203213659102]
mu =
Columns 1 through 4
[0.031278290030528] [0.853230327070454] [2.096044828589980] [-1.858656981328948]
Column 5
[-0.612824724204037]
sigma2 =
Columns 1 through 4
[0.200133564709648] [0.427893823053499] [0.453047100613396] [1.012003004764189]
Column 5
[0.439699329008007]
likelihood error: 0.53852
current f = [1.4e-11 1.1e-11 2.2e-11 -3.5e-11]
w =
0.316061575866287
0.252628320780191
0.478798704871146
-0.779125029770257
pic =
Columns 1 through 4
[0.420917213964915] [0.195134974632643] [0.044229577237456] [0.051515020505885]
Column 5
[0.288203213659102]
mu =
Columns 1 through 4
[0.030829960882190] [0.853611934524277] [2.093577389414744] [-1.861677241988158]
Column 5
[-0.611509823537802]
sigma2 =
Columns 1 through 4
[0.199895563450795] [0.428898256678255] [0.449275671199849] [1.025281989854838]
Column 5
[0.438003384953250]
likelihood error: 0.01088
current f = [1.4e-11 1.2e-11 2.2e-11 -3.5e-11]
w =
0.316059281472136
0.252631942814470
0.478797317728881
-0.779125638521042
pic =
Columns 1 through 4
[0.420917213964915] [0.195134974632643] [0.044229577237456] [0.051515020505885]
Column 5
[0.288203213659102]
mu =
Columns 1 through 4
[0.030822906266990] [0.853615373387290] [2.093532952847708] [-1.861718732065965]
Column 5
[-0.611487613498687]
sigma2 =
Columns 1 through 4
[0.199896030572425] [0.428916959065163] [0.449218703345995] [1.025487933178746]
Column 5
[0.437979873304058]
likelihood error: 8.7207e-05
current f = [1.4e-11 1.2e-11 2.2e-11 -3.5e-11]
w =
0.316059281472136
0.252631942814470
0.478797317728881
-0.779125638521042
pic =
Columns 1 through 4
[0.420917213964915] [0.195134974632643] [0.044229577237456] [0.051515020505885]
Column 5
[0.288203213659102]
mu =
Columns 1 through 4
[0.030822906266990] [0.853615373387290] [2.093532952847708] [-1.861718732065965]
Column 5
[-0.611487613498687]
sigma2 =
Columns 1 through 4
[0.199896030572425] [0.428916959065163] [0.449218703345995] [1.025487933178746]
Column 5
[0.437979873304058]
Likelihood error: 0.65579
current f = [2.6e-05 2.4e-05 4e-05 -6.7e-05]
w =
0.307602646356188
0.265877527577901
0.473644632961583
-0.781249438017859
pic =
Columns 1 through 4
[0.422177191045432] [0.196017073461753] [0.043990762851720] [0.050498926630323]
Column 5
[0.287316046010772]
mu =
Columns 1 through 4
[0.023849981770167] [0.862925493265383] [2.089816141142296] [-1.869559788154378]
Column 5
[-0.615134137058056]
sigma2 =
Columns 1 through 4
[0.196541318583542] [0.424551127041825] [0.453409226812014] [1.037917566397075]
Column 5
[0.442880965288126]
likelihood error: 0.44262
current f = [2.7e-05 2.6e-05 4.3e-05 -7.2e-05]
w =
0.307478377551051
0.266070630598875
0.473568326151041
-0.781278880246865
pic =
Columns 1 through 4
[0.422177191045432] [0.196017073461753] [0.043990762851720] [0.050498926630323]
Column 5
[0.287316046010772]
mu =
Columns 1 through 4
[0.023483134272884] [0.863321852513196] [2.087514258327623] [-1.872233845291794]
Column 5
[-0.614043100354759]
sigma2 =
Columns 1 through 4
[0.196416596687915] [0.425364477745963] [0.449790669880150] [1.049390534362886]
Column 5
[0.441367352831405]
likelihood error: 0.0072874
current f = [2.7e-05 2.6e-05 4.3e-05 -7.2e-05]
w =
0.307476547432399
0.266073474116841
0.473567202247427
-0.781279313467860
pic =
Columns 1 through 4
[0.422177191045432] [0.196017073461753] [0.043990762851720] [0.050498926630323]
Column 5
[0.287316046010772]
mu =
Columns 1 through 4
[0.023477722646690] [0.863325870714528] [2.087476309122167] [-1.872269087224348]
Column 5
[-0.614025885832029]
sigma2 =
Columns 1 through 4
[0.196417895938275] [0.425378750930580] [0.449739076142328] [1.049558007603768]
Column 5
[0.441347397071481]
likelihood error: 4.6426e-05
current f = [2.7e-05 2.6e-05 4.3e-05 -7.2e-05]
w =
0.307476547432399
0.266073474116841
0.473567202247427
-0.781279313467860
pic =
Columns 1 through 4
[0.422177191045432] [0.196017073461753] [0.043990762851720] [0.050498926630323]
Column 5
[0.287316046010772]
mu =
Columns 1 through 4
[0.023477722646690] [0.863325870714528] [2.087476309122167] [-1.872269087224348]
Column 5
[-0.614025885832029]
sigma2 =
Columns 1 through 4
[0.196417895938275] [0.425378750930580] [0.449739076142328] [1.049558007603768]
Column 5
[0.441347397071481]
Likelihood error: 0.54949
current f = [1.8e-05 1.7e-05 2.8e-05 -4.7e-05]
w =
0.300011626943118
0.277592647309575
0.468952513044528
-0.782955302260883
pic =
Columns 1 through 4
[0.423295462852527] [0.196869078232946] [0.043750152048685] [0.049478278530160]
Column 5
[0.286607028335682]
mu =
Columns 1 through 4
[0.017441381357163] [0.872030918186640] [2.084845620753089] [-1.881590940285013]
Column 5
[-0.618171385601644]
sigma2 =
Columns 1 through 4
[0.193197748800935] [0.420476083303782] [0.453299029287640] [1.060259173114587]
Column 5
[0.445208934618462]
likelihood error: 0.35642
current f = [1.9e-05 1.8e-05 3e-05 -5e-05]
w =
0.299907052924837
0.277752906291596
0.468887442228806
-0.782977506253405
pic =
Columns 1 through 4
[0.423295462852527] [0.196869078232946] [0.043750152048685] [0.049478278530160]
Column 5
[0.286607028335682]
mu =
Columns 1 through 4
[0.017143237472026] [0.872421339870969] [2.082745610529623] [-1.883934376418063]
Column 5
[-0.617274132513469]
sigma2 =
Columns 1 through 4
[0.193155734605022] [0.421123109102281] [0.449927897338649] [1.070043172365844]
Column 5
[0.443882144177321]
likelihood error: 0.004731
current f = [1.9e-05 1.8e-05 3e-05 -5e-05]
w =
0.299905576798930
0.277755168227219
0.468886523631406
-0.782977819426608
pic =
Columns 1 through 4
[0.423295462852527] [0.196869078232946] [0.043750152048685] [0.049478278530160]
Column 5
[0.286607028335682]
mu =
Columns 1 through 4
[0.017139053120905] [0.872425478052081] [2.082713196881893] [-1.883964240111553]
Column 5
[-0.617260692000996]
sigma2 =
Columns 1 through 4
[0.193157433132159] [0.421133885035287] [0.449881856495656] [1.070179333056209]
Column 5
[0.443865223718675]
likelihood error: 2.2375e-05
current f = [1.9e-05 1.8e-05 3e-05 -5e-05]
w =
0.299905576798930
0.277755168227219
0.468886523631406
-0.782977819426608
pic =
Columns 1 through 4
[0.423295462852527] [0.196869078232946] [0.043750152048685] [0.049478278530160]
Column 5
[0.286607028335682]
mu =
Columns 1 through 4
[0.017139053120905] [0.872425478052081] [2.082713196881893] [-1.883964240111553]
Column 5
[-0.617260692000996]
sigma2 =
Columns 1 through 4
[0.193157433132159] [0.421133885035287] [0.449881856495656] [1.070179333056209]
Column 5
[0.443865223718675]
Likelihood error: 0.44996
current f = [1.2e-05 1.2e-05 1.9e-05 -3.3e-05]
w =
0.293403296948587
0.287660221001979
0.464817668906696
-0.784289946541393
pic =
Columns 1 through 4
[0.424302359487590] [0.197662743795633] [0.043510188676081] [0.048461511529635]
Column 5
[0.286063196511061]
mu =
Columns 1 through 4
[0.012027100581494] [0.880447491751670] [2.081182769955048] [-1.894786284486959]
Column 5
[-0.621758862078115]
sigma2 =
Columns 1 through 4
[0.190140114753984] [0.415941122786435] [0.452766412657124] [1.078900913815166]
Column 5
[0.446764424430422]
likelihood error: 0.28209
current f = [1.3e-05 1.3e-05 2e-05 -3.5e-05]
w =
0.293315400713196
0.287793321484968
0.464762363315015
-0.784306772312587
pic =
Columns 1 through 4
[0.424302359487590] [0.197662743795633] [0.043510188676081] [0.048461511529635]
Column 5
[0.286063196511061]
mu =
Columns 1 through 4
[0.011786073555855] [0.880817390116091] [2.079302540401442] [-1.896822406965704]
Column 5
[-0.621026052618777]
sigma2 =
Columns 1 through 4
[0.190154903772207] [0.416448609519007] [0.449702111731556] [1.087156086639332]
Column 5
[0.445618731204135]
likelihood error: 0.0029651
current f = [1.3e-05 1.3e-05 2e-05 -3.5e-05]
w =
0.293314199232294
0.287795140731195
0.464761607270010
-0.784307002142143
pic =
Columns 1 through 4
[0.424302359487590] [0.197662743795633] [0.043510188676081] [0.048461511529635]
Column 5
[0.286063196511061]
mu =
Columns 1 through 4
[0.011782814427946] [0.880821420719437] [2.079274969268470] [-1.896847782350488]
Column 5
[-0.621015511497042]
sigma2 =
Columns 1 through 4
[0.190156754649591] [0.416456717288182] [0.449661561923280] [1.087266974331315]
Column 5
[0.445604444715622]
likelihood error: 8.9726e-06
current f = [1.3e-05 1.3e-05 2e-05 -3.5e-05]
w =
0.293314199232294
0.287795140731195
0.464761607270010
-0.784307002142143
pic =
Columns 1 through 4
[0.424302359487590] [0.197662743795633] [0.043510188676081] [0.048461511529635]
Column 5
[0.286063196511061]
mu =
Columns 1 through 4
[0.011782814427946] [0.880821420719437] [2.079274969268470] [-1.896847782350488]
Column 5
[-0.621015511497042]
sigma2 =
Columns 1 through 4
[0.190156754649591] [0.416456717288182] [0.449661561923280] [1.087266974331315]
Column 5
[0.445604444715622]
Likelihood error: 0.36117
current f = [8.3e-06 9e-06 1.3e-05 -2.3e-05]
w =
0.287714912143906
0.296230799505978
0.461221881637442
-0.785329151969559
pic =
Columns 1 through 4
[0.425228272265945] [0.198377223803376] [0.043272971016247] [0.047454954268959]
Column 5
[0.285666578645473]
mu =
Columns 1 through 4
[0.007551181412737] [0.888129589790947] [2.078801336558949] [-1.909158777750432]
Column 5
[-0.625735244918686]
sigma2 =
Columns 1 through 4
[0.187389034002030] [0.411187589663316] [0.451857466474248] [1.093857547928946]
Column 5
[0.447641550134299]
likelihood error: 0.22053
current f = [8.7e-06 9.4e-06 1.4e-05 -2.4e-05]
w =
0.287641125158886
0.296341401462992
0.461175020057570
-0.785341975880240
pic =
Columns 1 through 4
[0.425228272265945] [0.198377223803376] [0.043272971016247] [0.047454954268959]
Column 5
[0.285666578645473]
mu =
Columns 1 through 4
[0.007357068436783] [0.888469718723430] [2.077143568023914] [-1.910915278024151]
Column 5
[-0.625139605213148]
sigma2 =
Columns 1 through 4
[0.187439860747657] [0.411581375653583] [0.449128206712034] [1.100764228274847]
Column 5
[0.446664080075935]
likelihood error: 0.0018003
current f = [8.7e-06 9.5e-06 1.4e-05 -2.4e-05]
w =
0.287640140007689
0.296342878043044
0.461174394357512
-0.785342146982970
pic =
Columns 1 through 4
[0.425228272265945] [0.198377223803376] [0.043272971016247] [0.047454954268959]
Column 5
[0.285666578645473]
mu =
Columns 1 through 4
[0.007354512448220] [0.888473502518880] [2.077120186464409] [-1.910936882341816]
Column 5
[-0.625131297589875]
sigma2 =
Columns 1 through 4
[0.187441710439090] [0.411587465056687] [0.449092874779099] [1.100854708963358]
Column 5
[0.446652056423694]
likelihood error: 2.0745e-06
current f = [8.7e-06 9.5e-06 1.4e-05 -2.4e-05]
w =
0.287640140007689
0.296342878043044
0.461174394357512
-0.785342146982970
pic =
Columns 1 through 4
[0.425228272265945] [0.198377223803376] [0.043272971016247] [0.047454954268959]
Column 5
[0.285666578645473]
mu =
Columns 1 through 4
[0.007354512448220] [0.888473502518880] [2.077120186464409] [-1.910936882341816]
Column 5
[-0.625131297589875]
sigma2 =
Columns 1 through 4
[0.187441710439090] [0.411587465056687] [0.449092874779099] [1.100854708963358]
Column 5
[0.446652056423694]
Likelihood error: 0.28507
current f = [5.8e-06 6.5e-06 9.5e-06 -1.6e-05]
w =
0.282864152310379
0.303470834986002
0.458129354028724
-0.786136667585054
pic =
Columns 1 through 4
[0.426100745738341] [0.198999773977776] [0.043040122286596] [0.046462984156005]
Column 5
[0.285396373841282]
mu =
Columns 1 through 4
[0.003933589859031] [0.895077933161206] [2.077613055694930] [-1.924698225295373]
Column 5
[-0.629962681233531]
sigma2 =
Columns 1 through 4
[0.184948330293577] [0.406411511474086] [0.450618231378477] [1.105253853333994]
Column 5
[0.447940627156997]
likelihood error: 0.17134
current f = [6.1e-06 6.8e-06 9.9e-06 -1.7e-05]
w =
0.282802288802224
0.303562767837112
0.458089760020871
-0.786146504583759
pic =
Columns 1 through 4
[0.426100745738341] [0.198999773977776] [0.043040122286596] [0.046462984156005]
Column 5
[0.285396373841282]
mu =
Columns 1 through 4
[0.003777622650066] [0.895383555782622] [2.076169544766590] [-1.926205042320972]
Column 5
[-0.629479933761050]
sigma2 =
Columns 1 through 4
[0.185019490565568] [0.406714886498756] [0.448227445690473] [1.110995737759475]
Column 5
[0.447114459972223]
likelihood error: 0.0010638
current f = [6.1e-06 6.8e-06 1e-05 -1.7e-05]
w =
0.282801476417375
0.303563975022280
0.458089240051019
-0.786146633685204
pic =
Columns 1 through 4
[0.426100745738341] [0.198999773977776] [0.043040122286596] [0.046462984156005]
Column 5
[0.285396373841282]
mu =
Columns 1 through 4
[0.003775605380167] [0.895387016278114] [2.076149761150015] [-1.926223460876835]
Column 5
[-0.629473352975343]
sigma2 =
Columns 1 through 4
[0.185021248337831] [0.406719459693332] [0.448196933099520] [1.111069714935826]
Column 5
[0.447104366051334]
likelihood error: 1.0685e-06
current f = [6.1e-06 6.8e-06 1e-05 -1.7e-05]
w =
0.282801476417375
0.303563975022280
0.458089240051019
-0.786146633685204
pic =
Columns 1 through 4
[0.426100745738341] [0.198999773977776] [0.043040122286596] [0.046462984156005]
Column 5
[0.285396373841282]
mu =
Columns 1 through 4
[0.003775605380167] [0.895387016278114] [2.076149761150015] [-1.926223460876835]
Column 5
[-0.629473352975343]
sigma2 =
Columns 1 through 4
[0.185021248337831] [0.406719459693332] [0.448196933099520] [1.111069714935826]
Column 5
[0.447104366051334]
Likelihood error: 0.22233
current f = [4.1e-06 4.8e-06 6.8e-06 -1.2e-05]
w =
0.278758630043399
0.309550035241035
0.455493364886560
-0.786764403433804
pic =
Columns 1 through 4
[0.426942926973248] [0.199525157209032] [0.042812692286269] [0.045488317166632]
Column 5
[0.285230906364819]
mu =
Columns 1 through 4
[0.001078676597229] [0.901329110521463] [2.077486597850637] [-1.941373173120092]
Column 5
[-0.634330113641237]
sigma2 =
Columns 1 through 4
[0.182807662990846] [0.401759410661748] [0.449097958476405] [1.113294414524404]
Column 5
[0.447762633928806]
likelihood error: 0.13328
current f = [4.3e-06 5e-06 7.1e-06 -1.2e-05]
w =
0.278706825103614
0.309626463662081
0.455459995433248
-0.786772001673041
pic =
Columns 1 through 4
[0.426942926973248] [0.199525157209032] [0.042812692286269] [0.045488317166632]
Column 5
[0.285230906364819]
mu =
Columns 1 through 3
[9.534745673898809e-04] [0.901598887719574] [2.076242025746614]
Columns 4 through 5
[-1.942660530749815] [-0.633939321471346]
sigma2 =
Columns 1 through 4
[0.182887935624859] [0.401992260194316] [0.447031296429201] [1.118046698424910]
Column 5
[0.447069196272603]
likelihood error: 0.00061526
current f = [4.3e-06 5e-06 7.1e-06 -1.2e-05]
w =
0.278706825103614
0.309626463662081
0.455459995433248
-0.786772001673041
pic =
Columns 1 through 4
[0.426942926973248] [0.199525157209032] [0.042812692286269] [0.045488317166632]
Column 5
[0.285230906364819]
mu =
Columns 1 through 3
[9.534745673898809e-04] [0.901598887719574] [2.076242025746614]
Columns 4 through 5
[-1.942660530749815] [-0.633939321471346]
sigma2 =
Columns 1 through 4
[0.182887935624859] [0.401992260194316] [0.447031296429201] [1.118046698424910]
Column 5
[0.447069196272603]
Likelihood error: 0.1724
current f = [3e-06 3.6e-06 5.1e-06 -8.9e-06]
w =
0.275304558779486
0.314630582382608
0.453262620623849
-0.787253463397792
pic =
Columns 1 through 4
[0.427773222807824] [0.199954601150599] [0.042591034190253] [0.044532198234737]
Column 5
[0.285148943616588]
mu =
Columns 1 through 3
[-0.001116139053487] [0.906943661751835] [2.078267707921240]
Columns 4 through 5
[-1.959135142390975] [-0.638754980165845]
sigma2 =
Columns 1 through 4
[0.180945164598800] [0.397329827509303] [0.447355466668461] [1.118224744139567]
Column 5
[0.447208362254975]
likelihood error: 0.10464
current f = [3.2e-06 3.8e-06 5.3e-06 -9.2e-06]
w =
0.275261221945122
0.314694130296156
0.453234557478618
-0.787259374778031
pic =
Columns 1 through 4
[0.427773222807824] [0.199954601150599] [0.042591034190253] [0.044532198234737]
Column 5
[0.285148943616588]
mu =
Columns 1 through 3
[-0.001216674416637] [0.907178575895711] [2.077202853058321]
Columns 4 through 5
[-1.960232001741455] [-0.638438550522651]
sigma2 =
Columns 1 through 4
[0.181026998051440] [0.397508427179786] [0.445587432685192] [1.122146722753961]
Column 5
[0.446629190486064]
likelihood error: 0.00035171
current f = [3.2e-06 3.8e-06 5.3e-06 -9.2e-06]
w =
0.275261221945122
0.314694130296156
0.453234557478618
-0.787259374778031
pic =
Columns 1 through 4
[0.427773222807824] [0.199954601150599] [0.042591034190253] [0.044532198234737]
Column 5
[0.285148943616588]
mu =
Columns 1 through 3
[-0.001216674416637] [0.907178575895711] [2.077202853058321]
Columns 4 through 5
[-1.960232001741455] [-0.638438550522651]
sigma2 =
Columns 1 through 4
[0.181026998051440] [0.397508427179786] [0.445587432685192] [1.122146722753961]
Column 5
[0.446629190486064]
Likelihood error: 0.1339
current f = [2.3e-06 2.8e-06 3.8e-06 -6.7e-06]
w =
0.272409591831957
0.318865048435964
0.451383889452230
-0.787636144738839
pic =
Columns 1 through 4
[0.428604853100858] [0.200292949535093] [0.042375249030534] [0.043595062217559]
Column 5
[0.285131886115956]
mu =
Columns 1 through 3
[-0.002753882919234] [0.911995579374453] [2.079792698454317]
Columns 4 through 5
[-1.977917710923385] [-0.643174326984449]
sigma2 =
Columns 1 through 4
[0.179336225838518] [0.393185086348470] [0.445437931476512] [1.120357043205455]
Column 5
[0.446361624439224]
likelihood error: 0.083563
current f = [2.4e-06 2.9e-06 4e-06 -7e-06]
w =
0.272373357391790
0.318917912657468
0.451360322569809
-0.787640778507815
pic =
Columns 1 through 4
[0.428604853100858] [0.200292949535093] [0.042375249030534] [0.043595062217559]
Column 5
[0.285131886115956]
mu =
Columns 1 through 3
[-0.002834733736675] [0.912198079486813] [2.078886647022677]
Columns 4 through 5
[-1.978851056730957] [-0.642917694131686]
sigma2 =
Columns 1 through 4
[0.179414917633974] [0.393322354942989] [0.443936910821346] [1.123589489947556]
Column 5
[0.445879319821382]
likelihood error: 0.00019875
current f = [2.4e-06 2.9e-06 4e-06 -7e-06]
w =
0.272373357391790
0.318917912657468
0.451360322569809
-0.787640778507815
pic =
Columns 1 through 4
[0.428604853100858] [0.200292949535093] [0.042375249030534] [0.043595062217559]
Column 5
[0.285131886115956]
mu =
Columns 1 through 3
[-0.002834733736675] [0.912198079486813] [2.078886647022677]
Columns 4 through 5
[-1.978851056730957] [-0.642917694131686]
sigma2 =
Columns 1 through 4
[0.179414917633974] [0.393322354942989] [0.443936910821346] [1.123589489947556]
Column 5
[0.445879319821382]
Likelihood error: 0.10499
current f = [1.8e-06 2.2e-06 3e-06 -5.3e-06]
w =
0.269989464710632
0.322388521171747
0.449807016983475
-0.787937174578562
pic =
Columns 1 through 4
[0.429447308905144] [0.200548273335108] [0.042164823621189] [0.042676620526530]
Column 5
[0.285162973612029]
mu =
Columns 1 through 3
[-0.003930513407793] [0.916561906380393] [2.081907423328153]
Columns 4 through 5
[-1.997643629122065] [-0.647548447441362]
sigma2 =
Columns 1 through 4
[0.177951939292501] [0.389353479344857] [0.443404701525927] [1.119986495337219]
Column 5
[0.445304134998698]
likelihood error: 0.068328
current f = [1.8e-06 2.3e-06 3.1e-06 -5.4e-06]
w =
0.269959171986151
0.322432530222247
0.449787243195675
-0.787940834349988
pic =
Columns 1 through 4
[0.429447308905144] [0.200548273335108] [0.042164823621189] [0.042676620526530]
Column 5
[0.285162973612029]
mu =
Columns 1 through 3
[-0.003995688076422] [0.916735183092286] [2.081139462048609]
Columns 4 through 5
[-1.998437654359056] [-0.647339782497482]
sigma2 =
Columns 1 through 4
[0.178024833793283] [0.389459410932757] [0.442137327329562] [1.122650049640652]
Column 5
[0.444903103527249]
likelihood error: 0.00011156
current f = [1.8e-06 2.3e-06 3.1e-06 -5.4e-06]
w =
0.269959171986151
0.322432530222247
0.449787243195675
-0.787940834349988
pic =
Columns 1 through 4
[0.429447308905144] [0.200548273335108] [0.042164823621189] [0.042676620526530]
Column 5
[0.285162973612029]
mu =
Columns 1 through 3
[-0.003995688076422] [0.916735183092286] [2.081139462048609]
Columns 4 through 5
[-1.998437654359056] [-0.647339782497482]
sigma2 =
Columns 1 through 4
[0.178024833793283] [0.389459410932757] [0.442137327329562] [1.122650049640652]
Column 5
[0.444903103527249]
Likelihood error: 0.083762
current f = [1.4e-06 1.8e-06 2.4e-06 -4.2e-06]
w =
0.267968915026408
0.325318857202057
0.448486135197139
-0.788175423901736
pic =
Columns 1 through 4
[0.430306763654015] [0.200729922578384] [0.041959032590749] [0.041776038513458]
Column 5
[0.285228242663394]
mu =
Columns 1 through 3
[-0.004733321217745] [0.920717882384260] [2.084471710730013]
Columns 4 through 5
[-2.018229674244710] [-0.651853275403473]
sigma2 =
Columns 1 through 4
[0.176763631137352] [0.385841652969931] [0.441309622016962] [1.117415516621176]
Column 5
[0.444106447719371]
likelihood error: 0.057449
current f = [1.4e-06 1.8e-06 2.4e-06 -4.3e-06]
w =
0.267943579919080
0.325355534462635
0.448469547992577
-0.788178336145445
pic =
Columns 1 through 4
[0.430306763654015] [0.200729922578384] [0.041959032590749] [0.041776038513458]
Column 5
[0.285228242663394]
mu =
Columns 1 through 3
[-0.004786022319224] [0.920865396814935] [2.083822343543809]
Columns 4 through 5
[-2.018905665213923] [-0.651683053819575]
sigma2 =
Columns 1 through 4
[0.176829479100349] [0.385923856975550] [0.440243357844990] [1.119611873970317]
Column 5
[0.443773088596239]
likelihood error: 6.216e-05
current f = [1.4e-06 1.8e-06 2.4e-06 -4.3e-06]
w =
0.267943579919080
0.325355534462635
0.448469547992577
-0.788178336145445
pic =
Columns 1 through 4
[0.430306763654015] [0.200729922578384] [0.041959032590749] [0.041776038513458]
Column 5
[0.285228242663394]
mu =
Columns 1 through 3
[-0.004786022319224] [0.920865396814935] [2.083822343543809]
Columns 4 through 5
[-2.018905665213923] [-0.651683053819575]
sigma2 =
Columns 1 through 4
[0.176829479100349] [0.385923856975550] [0.440243357844990] [1.119611873970317]
Column 5
[0.443773088596239]
Likelihood error: 0.06844
current f = [1.1e-06 1.4e-06 1.9e-06 -3.4e-06]
w =
0.266282295370640
0.327757014518963
0.447380530655088
-0.788365237710079
pic =
Columns 1 through 4
[0.431186819062194] [0.200847536773088] [0.041757046785305] [0.040892179766646]
Column 5
[0.285316417612766]
mu =
Columns 1 through 3
[-0.005238890730153] [0.924532561640229] [2.087364760676212]
Columns 4 through 5
[-2.039589982677658] [-0.656076626711623]
sigma2 =
Columns 1 through 4
[0.175744541237455] [0.382641437244314] [0.439200149017261] [1.112939483466492]
Column 5
[0.442828642652289]
likelihood error: 0.049734
current f = [1.2e-06 1.5e-06 2e-06 -3.5e-06]
w =
0.266261087358491
0.327787627102046
0.447366611078826
-0.788367572273692
pic =
Columns 1 through 4
[0.431186819062194] [0.200847536773088] [0.041757046785305] [0.040892179766646]
Column 5
[0.285316417612766]
mu =
Columns 1 through 3
[-0.005281663222998] [0.924657735447010] [2.086816289927585]
Columns 4 through 5
[-2.040166374235737] [-0.655937228129099]
sigma2 =
Columns 1 through 4
[0.175803005031760] [0.382705647823730] [0.438304869429255] [1.114753275709267]
Column 5
[0.442551336038884]
likelihood error: 3.4072e-05
current f = [1.2e-06 1.5e-06 2e-06 -3.5e-06]
w =
0.266261087358491
0.327787627102046
0.447366611078826
-0.788367572273692
pic =
Columns 1 through 4
[0.431186819062194] [0.200847536773088] [0.041757046785305] [0.040892179766646]
Column 5
[0.285316417612766]
mu =
Columns 1 through 3
[-0.005281663222998] [0.924657735447010] [2.086816289927585]
Columns 4 through 5
[-2.040166374235737] [-0.655937228129099]
sigma2 =
Columns 1 through 4
[0.175803005031760] [0.382705647823730] [0.438304869429255] [1.114753275709267]
Column 5
[0.442551336038884]
Likelihood error: 0.057511
current f = [9.4e-07 1.2e-06 1.6e-06 -2.8e-06]
w =
0.264873378750667
0.329788249894833
0.446454867673101
-0.788517508857278
pic =
Columns 1 through 4
[0.432089203260428] [0.200910355265046] [0.041558035548979] [0.040023777424739]
Column 5
[0.285418628500808]
mu =
Columns 1 through 3
[-0.005512634704907] [0.928066665845988] [2.090486693471599]
Columns 4 through 5
[-2.061639581582110] [-0.660214747750573]
sigma2 =
Columns 1 through 4
[0.174870689803631] [0.379735564579514] [0.437115814771792] [1.106838410571849]
Column 5
[0.441521096264162]
likelihood error: 0.044273
current f = [9.6e-07 1.2e-06 1.6e-06 -2.9e-06]
w =
0.264855600581490
0.329813848982071
0.446443175219547
-0.788519393862114
pic =
Columns 1 through 4
[0.432089203260428] [0.200910355265046] [0.041558035548979] [0.040023777424739]
Column 5
[0.285418628500808]
mu =
Columns 1 through 3
[-0.005547493713872] [0.928172697223576] [2.090023471737581]
Columns 4 through 5
[-2.062132142592549] [-0.660100100022531]
sigma2 =
Columns 1 through 4
[0.174921983835636] [0.379786078842176] [0.436364605834534] [1.108339404280236]
Column 5
[0.441290064196009]
likelihood error: 1.7899e-05
current f = [9.6e-07 1.2e-06 1.6e-06 -2.9e-06]
w =
0.264855600581490
0.329813848982071
0.446443175219547
-0.788519393862114
pic =
Columns 1 through 4
[0.432089203260428] [0.200910355265046] [0.041558035548979] [0.040023777424739]
Column 5
[0.285418628500808]
mu =
Columns 1 through 3
[-0.005547493713872] [0.928172697223576] [2.090023471737581]
Columns 4 through 5
[-2.062132142592549] [-0.660100100022531]
sigma2 =
Columns 1 through 4
[0.174921983835636] [0.379786078842176] [0.436364605834534] [1.108339404280236]
Column 5
[0.441290064196009]
Likelihood error: 0.049768
current f = [7.9e-07 1e-06 1.4e-06 -2.4e-06]
w =
0.263694674429000
0.331483772681190
0.445678994332019
-0.788640518369343
pic =
Columns 1 through 4
[0.433014346764140] [0.200926809703659] [0.041361239628281] [0.039169556831557]
Column 5
[0.285528047072363]
mu =
Columns 1 through 3
[-0.005609261636799] [0.931371906454480] [2.093757831295648]
Columns 4 through 5
[-2.084297268776119] [-0.664269496994739]
sigma2 =
Columns 1 through 4
[0.174121189929819] [0.377101906526305] [0.435087497573089] [1.099371557419660]
Column 5
[0.440225459794231]
likelihood error: 0.040393
current f = [8.1e-07 1e-06 1.4e-06 -2.5e-06]
w =
0.263679743772183
0.331505227686364
0.445669157841746
-0.788642051046673
pic =
Columns 1 through 4
[0.433014346764140] [0.200926809703659] [0.041361239628281] [0.039169556831557]
Column 5
[0.285528047072363]
mu =
Columns 1 through 3
[-0.005637799437046] [0.931461675651088] [2.093366292649421]
Columns 4 through 5
[-2.084719358885781] [-0.664174772396221]
sigma2 =
Columns 1 through 4
[0.174165832367251] [0.377141939131271] [0.434456921983100] [1.100616870881800]
Column 5
[0.440032564914144]
likelihood error: 8.4152e-06
current f = [8.1e-07 1e-06 1.4e-06 -2.5e-06]
w =
0.263679743772183
0.331505227686364
0.445669157841746
-0.788642051046673
pic =
Columns 1 through 4
[0.433014346764140] [0.200926809703659] [0.041361239628281] [0.039169556831557]
Column 5
[0.285528047072363]
mu =
Columns 1 through 3
[-0.005637799437046] [0.931461675651088] [2.093366292649421]
Columns 4 through 5
[-2.084719358885781] [-0.664174772396221]
sigma2 =
Columns 1 through 4
[0.174165832367251] [0.377141939131271] [0.434456921983100] [1.100616870881800]
Column 5
[0.440032564914144]
Likelihood error: 0.044291
current f = [6.8e-07 8.8e-07 1.2e-06 -2.1e-06]
w =
0.262706499506035
0.332902556198950
0.445027513533814
-0.788740578771820
pic =
Columns 1 through 4
[0.433961826616840] [0.200904335621309] [0.041166012345182] [0.038328319829441]
Column 5
[0.285639505587229]
mu =
Columns 1 through 3
[-0.005573762002710] [0.934491237372760] [2.097116678035512]
Columns 4 through 5
[-2.107487705355775] [-0.668246181529940]
sigma2 =
Columns 1 through 4
[0.173478211119645] [0.374716380152931] [0.433137584801363] [1.090774130704054]
Column 5
[0.438975741645604]
likelihood error: 0.037614
current f = [6.9e-07 9e-07 1.2e-06 -2.1e-06]
w =
0.262693932391531
0.332920583963442
0.445019222349254
-0.788741833360639
pic =
Columns 1 through 4
[0.433961826616840] [0.200904335621309] [0.041166012345182] [0.038328319829441]
Column 5
[0.285639505587229]
mu =
Columns 1 through 3
[-0.005597235535554] [0.934567271445795] [2.096785235406945]
Columns 4 through 5
[-2.107850558064517] [-0.668167545271128]
sigma2 =
Columns 1 through 4
[0.173516860412656] [0.374748338764815] [0.432607613175903] [1.091810295184656]
Column 5
[0.438814266824119]
likelihood error: 2.7446e-06
current f = [6.9e-07 9e-07 1.2e-06 -2.1e-06]
w =
0.262693932391531
0.332920583963442
0.445019222349254
-0.788741833360639
pic =
Columns 1 through 4
[0.433961826616840] [0.200904335621309] [0.041166012345182] [0.038328319829441]
Column 5
[0.285639505587229]
mu =
Columns 1 through 3
[-0.005597235535554] [0.934567271445795] [2.096785235406945]
Columns 4 through 5
[-2.107850558064517] [-0.668167545271128]
sigma2 =
Columns 1 through 4
[0.173516860412656] [0.374748338764815] [0.432607613175903] [1.091810295184656]
Column 5
[0.438814266824119]
Likelihood error: 0.040402
current f = [5.9e-07 7.7e-07 1e-06 -1.8e-06]
w =
0.261875971507142
0.334093118245811
0.444479246736901
-0.788822519724503
pic =
Columns 1 through 4
[0.434930692865925] [0.200849333645597] [0.040971835129269] [0.037498997676231]
Column 5
[0.285749140682978]
mu =
Columns 1 through 3
[-0.005442631573029] [0.937459638067723] [2.100517295163446]
Columns 4 through 5
[-2.131142755031916] [-0.672151973076109]
sigma2 =
Columns 1 through 4
[0.172926746326270] [0.372554815199858] [0.431280792405292] [1.081255669834265]
Column 5
[0.437799386820606]
likelihood error: 0.035599
current f = [5.9e-07 7.8e-07 1e-06 -1.8e-06]
w =
0.261865367527994
0.334108308006649
0.444472242371706
-0.788823553244069
pic =
Columns 1 through 4
[0.434930692865925] [0.200849333645597] [0.040971835129269] [0.037498997676231]
Column 5
[0.285749140682978]
mu =
Columns 1 through 3
[-0.005462032871945] [0.937524112235573] [2.100236165841840]
Columns 4 through 5
[-2.131455758179469] [-0.672086379358904]
sigma2 =
Columns 1 through 4
[0.172960098798959] [0.372580508822264] [0.430834547819781] [1.082120454720788]
Column 5
[0.437663820768117]
likelihood error: 6.9235e-07
current f = [5.9e-07 7.8e-07 1e-06 -1.8e-06]
w =
0.261865367527994
0.334108308006649
0.444472242371706
-0.788823553244069
pic =
Columns 1 through 4
[0.434930692865925] [0.200849333645597] [0.040971835129269] [0.037498997676231]
Column 5
[0.285749140682978]
mu =
Columns 1 through 3
[-0.005462032871945] [0.937524112235573] [2.100236165841840]
Columns 4 through 5
[-2.131455758179469] [-0.672086379358904]
sigma2 =
Columns 1 through 4
[0.172960098798959] [0.372580508822264] [0.430834547819781] [1.082120454720788]
Column 5
[0.437663820768117]
Likelihood error: 0.037617
current f = [5.1e-07 6.7e-07 8.8e-07 -1.6e-06]
w =
0.261176022714340
0.335095166087199
0.444016672101021
-0.788890051698245
pic =
Columns 1 through 4
[0.435919699412003] [0.200767221710860] [0.040778315341598] [0.036680679024018]
Column 5
[0.285854084511522]
mu =
Columns 1 through 3
[-0.005245145724401] [0.940305144200077] [2.103926544255769]
Columns 4 through 5
[-2.155202176266394] [-0.675994798489173]
sigma2 =
Columns 1 through 4
[0.172454286950845] [0.370594070782540] [0.429525354157536] [1.070999785214728]
Column 5
[0.436718286066901]
likelihood error: 0.034113
current f = [5.2e-07 6.8e-07 8.9e-07 -1.6e-06]
w =
0.261167051972640
0.335108000758030
0.444010740605607
-0.788890908184659
pic =
Columns 1 through 4
[0.435919699412003] [0.200767221710860] [0.040778315341598] [0.036680679024018]
Column 5
[0.285854084511522]
mu =
Columns 1 through 3
[-0.005261257964559] [0.940359903968808] [2.103687544861399]
Columns 4 through 5
[-2.155473133615464] [-0.675939827311006]
sigma2 =
Columns 1 through 4
[0.172483016453337] [0.370614864715724] [0.429148768946633] [1.071723764926794]
Column 5
[0.436604127716233]
likelihood error: 2.7737e-06
current f = [5.2e-07 6.8e-07 8.9e-07 -1.6e-06]
w =
0.261167051972640
0.335108000758030
0.444010740605607
-0.788890908184659
pic =
Columns 1 through 4
[0.435919699412003] [0.200767221710860] [0.040778315341598] [0.036680679024018]
Column 5
[0.285854084511522]
mu =
Columns 1 through 3
[-0.005261257964559] [0.940359903968808] [2.103687544861399]
Columns 4 through 5
[-2.155473133615464] [-0.675939827311006]
sigma2 =
Columns 1 through 4
[0.172483016453337] [0.370614864715724] [0.429148768946633] [1.071723764926794]
Column 5
[0.436604127716233]
Likelihood error: 0.035598
current f = [4.5e-07 5.9e-07 7.7e-07 -1.4e-06]
w =
0.260584491131489
0.335941057828721
0.443625384983118
-0.788946037392660
pic =
Columns 1 through 4
[0.436927461658710] [0.200662534785663] [0.040585173570585] [0.035872619000042]
Column 5
[0.285952210985000]
mu =
Columns 1 through 3
[-0.005004571434413] [0.943049939745592] [2.107321482546211]
Columns 4 through 5
[-2.179613800493812] [-0.679782599841885]
sigma2 =
Columns 1 through 4
[0.172050471775593] [0.368812640354106] [0.427874338816702] [1.060164937494785]
Column 5
[0.435749682403201]
likelihood error: 0.032997
current f = [4.5e-07 6e-07 7.8e-07 -1.4e-06]
w =
0.260576882866615
0.335951932046456
0.443620350105770
-0.788946751024729
pic =
Columns 1 through 4
[0.436927461658710] [0.200662534785663] [0.040585173570585] [0.035872619000042]
Column 5
[0.285952210985000]
mu =
Columns 1 through 3
[-0.005018013223677] [0.943096533336755] [2.107117819245891]
Columns 4 through 5
[-2.179849166610037] [-0.679736327463318]
sigma2 =
Columns 1 through 4
[0.172075197196121] [0.368829570381743] [0.427555785813722] [1.060772809932351]
Column 5
[0.435653269193045]
likelihood error: 3.999e-06
current f = [4.5e-07 6e-07 7.8e-07 -1.4e-06]
w =
0.260576882866615
0.335951932046456
0.443620350105770
-0.788946751024729
pic =
Columns 1 through 4
[0.436927461658710] [0.200662534785663] [0.040585173570585] [0.035872619000042]
Column 5
[0.285952210985000]
mu =
Columns 1 through 3
[-0.005018013223677] [0.943096533336755] [2.107117819245891]
Columns 4 through 5
[-2.179849166610037] [-0.679736327463318]
sigma2 =
Columns 1 through 4
[0.172075197196121] [0.368829570381743] [0.427555785813722] [1.060772809932351]
Column 5
[0.435653269193045]
Likelihood error: 0.03411
current f = [4e-07 5.2e-07 6.8e-07 -1.2e-06]
w =
0.260083312921282
0.336657067077792
0.443293605799440
-0.788992694294644
pic =
Columns 1 through 4
[0.437952560465762] [0.200539042839608] [0.040392225922060] [0.035074234774666]
Column 5
[0.286041935997904]
mu =
Columns 1 through 3
[-0.004739256352714] [0.945711398839672] [2.110687061693371]
Columns 4 through 5
[-2.204333331509577] [-0.683522871715723]
sigma2 =
Columns 1 through 4
[0.171706748007039] [0.367190924283358] [0.426326925522953] [1.048885964756332]
Column 5
[0.434906965516576]
likelihood error: 0.032143
current f = [4e-07 5.3e-07 6.9e-07 -1.2e-06]
w =
0.260076845715054
0.336666302423205
0.443289322971927
-0.788993291714804
pic =
Columns 1 through 4
[0.437952560465762] [0.200539042839608] [0.040392225922060] [0.035074234774666]
Column 5
[0.286041935997904]
mu =
Columns 1 through 3
[-0.004750516582314] [0.945751113329588] [2.110513130554029]
Columns 4 through 5
[-2.204538417454273] [-0.683483768302138]
sigma2 =
Columns 1 through 4
[0.171728018546476] [0.367204780492891] [0.426056859935550] [1.049397646130178]
Column 5
[0.434825326335933]
likelihood error: 4.663e-06
current f = [4e-07 5.3e-07 6.9e-07 -1.2e-06]
w =
0.260076845715054
0.336666302423205
0.443289322971927
-0.788993291714804
pic =
Columns 1 through 4
[0.437952560465762] [0.200539042839608] [0.040392225922060] [0.035074234774666]
Column 5
[0.286041935997904]
mu =
Columns 1 through 3
[-0.004750516582314] [0.945751113329588] [2.110513130554029]
Columns 4 through 5
[-2.204538417454273] [-0.683483768302138]
sigma2 =
Columns 1 through 4
[0.171728018546476] [0.367204780492891] [0.426056859935550] [1.049397646130178]
Column 5
[0.434825326335933]
Likelihood error: 0.032993
current f = [3.5e-07 4.6e-07 6e-07 -1.1e-06]
w =
0.259657822785726
0.337264457706853
0.443011745685461
-0.789031746213730
pic =
Columns 1 through 4
[0.438993607967858] [0.200399869123918] [0.040199365073509] [0.034285092159749]
Column 5
[0.286122065674966]
mu =
Columns 1 through 3
[-0.004463570084231] [0.948303018506618] [2.114014187632582]
Columns 4 through 5
[-2.229323888927893] [-0.687222399644446]
sigma2 =
Columns 1 through 4
[0.171416063996720] [0.365711296542466] [0.424879537180924] [1.037276095290789]
Column 5
[0.434200357138619]
likelihood error: 0.031478
current f = [3.5e-07 4.7e-07 6.1e-07 -1.1e-06]
w =
0.259652316207030
0.337272315475461
0.443008096811035
-0.789032248263456
pic =
Columns 1 through 4
[0.438993607967858] [0.200399869123918] [0.040199365073509] [0.034285092159749]
Column 5
[0.286122065674966]
mu =
Columns 1 through 3
[-0.004473035291440] [0.948336915762323] [2.113865392793445]
Columns 4 through 5
[-2.229503039344904] [-0.687189248528567]
sigma2 =
Columns 1 through 4
[0.171434355292507] [0.365722684867598] [0.424650168084344] [1.037707621425175]
Column 5
[0.434131088423545]
likelihood error: 4.9465e-06
current f = [3.5e-07 4.7e-07 6.1e-07 -1.1e-06]
w =
0.259652316207030
0.337272315475461
0.443008096811035
-0.789032248263456
pic =
Columns 1 through 4
[0.438993607967858] [0.200399869123918] [0.040199365073509] [0.034285092159749]
Column 5
[0.286122065674966]
mu =
Columns 1 through 3
[-0.004473035291440] [0.948336915762323] [2.113865392793445]
Columns 4 through 5
[-2.229503039344904] [-0.687189248528567]
sigma2 =
Columns 1 through 4
[0.171434355292507] [0.365722684867598] [0.424650168084344] [1.037707621425175]
Column 5
[0.434131088423545]
Likelihood error: 0.032139
current f = [3.1e-07 4.1e-07 5.3e-07 -9.5e-07]
w =
0.259296158373463
0.337780385594635
0.442772031679260
-0.789064537111975
pic =
Columns 1 through 4
[0.440049287023614] [0.200247599021200] [0.040006542379359] [0.033504886883424]
Column 5
[0.286191684692403]
mu =
Columns 1 through 3
[-0.004188695275274] [0.950835218579132] [2.117298142203793]
Columns 4 through 5
[-2.254555399829967] [-0.690887139640540]
sigma2 =
Columns 1 through 4
[0.171172601541612] [0.364358050609609] [0.423526786151173] [1.025429223711260]
Column 5
[0.433637496383627]
likelihood error: 0.030952
current f = [3.1e-07 4.2e-07 5.4e-07 -9.6e-07]
w =
0.259291465907941
0.337787077462988
0.442768920668525
-0.789064960139062
pic =
Columns 1 through 4
[0.440049287023614] [0.200247599021200] [0.040006542379359] [0.033504886883424]
Column 5
[0.286191684692403]
mu =
Columns 1 through 3
[-0.004196671111563] [0.950864168841114] [2.117170734996478]
Columns 4 through 5
[-2.254712143605161] [-0.690858973640860]
sigma2 =
Columns 1 through 4
[0.171188318056572] [0.364367438157132] [0.423331785772966] [1.025793487885840]
Column 5
[0.433578658850622]
likelihood error: 4.9657e-06
current f = [3.1e-07 4.2e-07 5.4e-07 -9.6e-07]
w =
0.259291465907941
0.337787077462988
0.442768920668525
-0.789064960139062
pic =
Columns 1 through 4
[0.440049287023614] [0.200247599021200] [0.040006542379359] [0.033504886883424]
Column 5
[0.286191684692403]
mu =
Columns 1 through 3
[-0.004196671111563] [0.950864168841114] [2.117170734996478]
Columns 4 through 5
[-2.254712143605161] [-0.690858973640860]
sigma2 =
Columns 1 through 4
[0.171188318056572] [0.364367438157132] [0.423331785772966] [1.025793487885840]
Column 5
[0.433578658850622]
Likelihood error: 0.031473
current f = [2.7e-07 3.7e-07 4.7e-07 -8.4e-07]
w =
0.258988759543932
0.338218648257483
0.442568188348140
-0.789092117051184
pic =
Columns 1 through 4
[0.441118372869872] [0.200084375137968] [0.039813752210208] [0.032733423331085]
Column 5
[0.286250076450866]
mu =
Columns 1 through 3
[-0.003923278878780] [0.953316006729492] [2.120537335633089]
Columns 4 through 5
[-2.280003921913496] [-0.694522192762342]
sigma2 =
Columns 1 through 4
[0.170971548834262] [0.363117279697466] [0.422262223902264] [1.013422272334566]
Column 5
[0.433223936037598]
likelihood error: 0.030531
current f = [2.8e-07 3.7e-07 4.7e-07 -8.5e-07]
w =
0.258984762650479
0.338224345156638
0.442565537330795
-0.789092473901986
pic =
Columns 1 through 4
[0.441118372869872] [0.200084375137968] [0.039813752210208] [0.032733423331085]
Column 5
[0.286250076450866]
mu =
Columns 1 through 3
[-0.003930006958060] [0.953340718811133] [2.120428275057503]
Columns 4 through 5
[-2.280141099277373] [-0.694498243896003]
sigma2 =
Columns 1 through 4
[0.170985029559357] [0.363125028300905] [0.422096476462583] [1.013729627184317]
Column 5
[0.433173969243650]
likelihood error: 4.798e-06
current f = [2.8e-07 3.7e-07 4.7e-07 -8.5e-07]
w =
0.258984762650479
0.338224345156638
0.442565537330795
-0.789092473901986
pic =
Columns 1 through 4
[0.441118372869872] [0.200084375137968] [0.039813752210208] [0.032733423331085]
Column 5
[0.286250076450866]
mu =
Columns 1 through 3
[-0.003930006958060] [0.953340718811133] [2.120428275057503]
Columns 4 through 5
[-2.280141099277373] [-0.694498243896003]
sigma2 =
Columns 1 through 4
[0.170985029559357] [0.363125028300905] [0.422096476462583] [1.013729627184317]
Column 5
[0.433173969243650]
Likelihood error: 0.030947
current f = [2.4e-07 3.2e-07 4.2e-07 -7.4e-07]
w =
0.258727951199490
0.338590303853210
0.442395170435050
-0.789115307456710
pic =
Columns 1 through 4
[0.442199743072624] [0.199911977613563] [0.039621018965584] [0.031970592782925]
Column 5
[0.286296667565305]
mu =
Columns 1 through 3
[-0.003673960171230] [0.955751518560031] [2.123732344538759]
Columns 4 through 5
[-2.305650961289654] [-0.698131840316353]
sigma2 =
Columns 1 through 4
[0.170808911470803] [0.361976725799758] [0.421078908607671] [1.001317503385533]
Column 5
[0.432963560838443]
likelihood error: 0.030193
current f = [2.4e-07 3.3e-07 4.2e-07 -7.5e-07]
w =
0.258724554340758
0.338595143326248
0.442392916568800
-0.789115608234832
pic =
Columns 1 through 4
[0.442199743072624] [0.199911977613563] [0.039621018965584] [0.031970592782925]
Column 5
[0.286296667565305]
mu =
Columns 1 through 3
[-0.003679631304627] [0.955772566315120] [2.123639177986498]
Columns 4 through 5
[-2.305770830397286] [-0.698111500013533]
sigma2 =
Columns 1 through 4
[0.170820437101456] [0.361983117013096] [0.420938296942319] [1.001576250858747]
Column 5
[0.432921212836976]
likelihood error: 4.497e-06
current f = [2.4e-07 3.3e-07 4.2e-07 -7.5e-07]
w =
0.258724554340758
0.338595143326248
0.442392916568800
-0.789115608234832
pic =
Columns 1 through 4
[0.442199743072624] [0.199911977613563] [0.039621018965584] [0.031970592782925]
Column 5
[0.286296667565305]
mu =
Columns 1 through 3
[-0.003679631304627] [0.955772566315120] [2.123639177986498]
Columns 4 through 5
[-2.305770830397286] [-0.698111500013533]
sigma2 =
Columns 1 through 4
[0.170820437101456] [0.361983117013096] [0.420938296942319] [1.001576250858747]
Column 5
[0.432921212836976]
Likelihood error: 0.030527
current f = [2.1e-07 2.8e-07 3.7e-07 -6.6e-07]
w =
0.258507598083208
0.338904179778198
0.442248940239527
-0.789134750963305
pic =
Columns 1 through 4
[0.443292380013876] [0.199731890434847] [0.039428386746588] [0.031216352539738]
Column 5
[0.286330990264950]
mu =
Columns 1 through 3
[-0.003445794090674] [0.958146448348571] [2.126885186453910]
Columns 4 through 5
[-2.331482829979820] [-0.701719614642321]
sigma2 =
Columns 1 through 4
[0.170681357238329] [0.360925618412948] [0.419969815788323] [0.989164687433361]
Column 5
[0.432858938008967]
likelihood error: 0.029923
current f = [2.1e-07 2.9e-07 3.7e-07 -6.6e-07]
w =
0.258504724588679
0.338908272063826
0.442247033037814
-0.789135003613802
pic =
Columns 1 through 4
[0.443292380013876] [0.199731890434847] [0.039428386746588] [0.031216352539738]
Column 5
[0.286330990264950]
mu =
Columns 1 through 3
[-0.003450558696141] [0.958164293451993] [2.126805948817819]
Columns 4 through 5
[-2.331587155879219] [-0.701702402196233]
sigma2 =
Columns 1 through 4
[0.170691157719744] [0.360930872254001] [0.419851042241414] [0.989381477144307]
Column 5
[0.432823207624403]
likelihood error: 4.101e-06
current f = [2.1e-07 2.9e-07 3.7e-07 -6.6e-07]
w =
0.258504724588679
0.338908272063826
0.442247033037814
-0.789135003613802
pic =
Columns 1 through 4
[0.443292380013876] [0.199731890434847] [0.039428386746588] [0.031216352539738]
Column 5
[0.286330990264950]
mu =
Columns 1 through 3
[-0.003450558696141] [0.958164293451993] [2.126805948817819]
Columns 4 through 5
[-2.331587155879219] [-0.701702402196233]
sigma2 =
Columns 1 through 4
[0.170691157719744] [0.360930872254001] [0.419851042241414] [0.989381477144307]
Column 5
[0.432823207624403]
Likelihood error: 0.030189
current f = [1.9e-07 2.5e-07 3.2e-07 -5.8e-07]
w =
0.258322820589162
0.339167288975909
0.442126283427665
-0.789150949698729
pic =
Columns 1 through 4
[0.444395368810175] [0.199545355397656] [0.039235911431028] [0.030470706815295]
Column 5
[0.286352657545846]
mu =
Columns 1 through 3
[-0.003242587991969] [0.960504387723653] [2.129998784277191]
Columns 4 through 5
[-2.357490072794961] [-0.705288387786785]
sigma2 =
Columns 1 through 4
[0.170586089881094] [0.359954515040615] [0.418928120728369] [0.977003067770965]
Column 5
[0.432911609281653]
likelihood error: 0.029708
current f = [1.9e-07 2.5e-07 3.2e-07 -5.8e-07]
w =
0.258320409223646
0.339170722026952
0.442124682532447
-0.789151160460832
pic =
Columns 1 through 4
[0.444395368810175] [0.199545355397656] [0.039235911431028] [0.030470706815295]
Column 5
[0.286352657545846]
mu =
Columns 1 through 3
[-0.003246564293398] [0.960519399020973] [2.129931913297047]
Columns 4 through 5
[-2.357580201432619] [-0.705273925272406]
sigma2 =
Columns 1 through 4
[0.170594351694290] [0.359958804141857] [0.418828558136098] [0.977183220675057]
Column 5
[0.432881698841401]
likelihood error: 3.6384e-06
current f = [1.9e-07 2.5e-07 3.2e-07 -5.8e-07]
w =
0.258320409223646
0.339170722026952
0.442124682532447
-0.789151160460832
pic =
Columns 1 through 4
[0.444395368810175] [0.199545355397656] [0.039235911431028] [0.030470706815295]
Column 5
[0.286352657545846]
mu =
Columns 1 through 3
[-0.003246564293398] [0.960519399020973] [2.129931913297047]
Columns 4 through 5
[-2.357580201432619] [-0.705273925272406]
sigma2 =
Columns 1 through 4
[0.170594351694290] [0.359958804141857] [0.418828558136098] [0.977183220675057]
Column 5
[0.432881698841401]
Likelihood error: 0.029919
current f = [1.6e-07 2.2e-07 2.8e-07 -5e-07]
w =
0.258169761730777
0.339385169704024
0.442024657386274
-0.789164294838473
pic =
Columns 1 through 4
[0.445507892601004] [0.199353415626656] [0.039043654788874] [0.029733689878244]
Column 5
[0.286361347105221]
mu =
Columns 1 through 3
[-0.003067168150838] [0.962828088949535] [2.133076579491387]
Columns 4 through 5
[-2.383666980816598] [-0.708840466052286]
sigma2 =
Columns 1 through 4
[0.170520747162679] [0.359055150112206] [0.417947380539350] [0.964863088462790]
Column 5
[0.433122332653248]
likelihood error: 0.029543
current f = [1.6e-07 2.2e-07 2.8e-07 -5.1e-07]
w =
0.258167763856492
0.339388013319038
0.442023330718889
-0.789164468598439
pic =
Columns 1 through 4
[0.445507892601004] [0.199353415626656] [0.039043654788874] [0.029733689878244]
Column 5
[0.286361347105221]
mu =
Columns 1 through 3
[-0.003070448644969] [0.962840558728768] [2.133020845165865]
Columns 4 through 5
[-2.383743900414161] [-0.708828458337933]
sigma2 =
Columns 1 through 4
[0.170527620024005] [0.359058610471956] [0.417864949070687] [0.965010859789388]
Column 5
[0.433097609335831]
likelihood error: 3.1311e-06
current f = [1.6e-07 2.2e-07 2.8e-07 -5.1e-07]
w =
0.258167763856492
0.339388013319038
0.442023330718889
-0.789164468598439
pic =
Columns 1 through 4
[0.445507892601004] [0.199353415626656] [0.039043654788874] [0.029733689878244]
Column 5
[0.286361347105221]
mu =
Columns 1 through 3
[-0.003070448644969] [0.962840558728768] [2.133020845165865]
Columns 4 through 5
[-2.383743900414161] [-0.708828458337933]
sigma2 =
Columns 1 through 4
[0.170527620024005] [0.359058610471956] [0.417864949070687] [0.965010859789388]
Column 5
[0.433097609335831]
Likelihood error: 0.029705
current f = [1.4e-07 1.9e-07 2.4e-07 -4.4e-07]
w =
0.258045396663413
0.339562162177448
0.441942066856327
-0.789175089524767
pic =
Columns 1 through 4
[0.446629226473563] [0.199156950516339] [0.038851680255715] [0.029005351635972]
Column 5
[0.286356791118411]
mu =
Columns 1 through 3
[-0.002921590051107] [0.965119667756871] [2.136122259495246]
Columns 4 through 5
[-2.410011199038478] [-0.712377682706118]
sigma2 =
Columns 1 through 4
[0.170483318972867] [0.358220295599001] [0.417021640576590] [0.952767875521037]
Column 5
[0.433491281219444]
likelihood error: 0.029422
current f = [1.4e-07 1.9e-07 2.4e-07 -4.4e-07]
w =
0.258043773898835
0.339564471396277
0.441940989087128
-0.789175230092245
pic =
Columns 1 through 4
[0.446629226473563] [0.199156950516339] [0.038851680255715] [0.029005351635972]
Column 5
[0.286356791118411]
mu =
Columns 1 through 3
[-0.002924246614363] [0.965129825326143] [2.136076705515925]
Columns 4 through 5
[-2.410075590855552] [-0.712367901485737]
sigma2 =
Columns 1 through 4
[0.170488921805014] [0.358223034795865] [0.416954706461406] [0.952886668358243]
Column 5
[0.433471245473138]
likelihood error: 2.5975e-06
current f = [1.4e-07 1.9e-07 2.4e-07 -4.4e-07]
w =
0.258043773898835
0.339564471396277
0.441940989087128
-0.789175230092245
pic =
Columns 1 through 4
[0.446629226473563] [0.199156950516339] [0.038851680255715] [0.029005351635972]
Column 5
[0.286356791118411]
mu =
Columns 1 through 3
[-0.002924246614363] [0.965129825326143] [2.136076705515925]
Columns 4 through 5
[-2.410075590855552] [-0.712367901485737]
sigma2 =
Columns 1 through 4
[0.170488921805014] [0.358223034795865] [0.416954706461406] [0.952886668358243]
Column 5
[0.433471245473138]
Likelihood error: 0.02954
current f = [1.2e-07 1.6e-07 2.1e-07 -3.8e-07]
w =
0.257947377397220
0.339701633366105
0.441876962261082
-0.789183566706213
pic =
Columns 1 through 4
[0.447758730827253] [0.198956703753565] [0.038660050008107] [0.028285745650964]
Column 5
[0.286338769760110]
mu =
Columns 1 through 3
[-0.002807304115473] [0.967380758465710] [2.139139570862807]
Columns 4 through 5
[-2.436523428610863] [-0.715901484298775]
sigma2 =
Columns 1 through 4
[0.170472081781128] [0.357443634611391] [0.416145485832970] [0.940734476599216]
Column 5
[0.434018205674457]
likelihood error: 0.029342
current f = [1.2e-07 1.6e-07 2.1e-07 -3.8e-07]
w =
0.257946099689885
0.339703451256212
0.441876113546283
-0.789183677031578
pic =
Columns 1 through 4
[0.447758730827253] [0.198956703753565] [0.038660050008107] [0.028285745650964]
Column 5
[0.286338769760110]
mu =
Columns 1 through 3
[-0.002809392040520] [0.967388781412694] [2.139103466221483]
Columns 4 through 5
[-2.436575708809989] [-0.715893755307697]
sigma2 =
Columns 1 through 4
[0.170476507923556] [0.357445738110594] [0.416092778419752] [0.940827015410301]
Column 5
[0.434002465421213]
likelihood error: 2.054e-06
current f = [1.2e-07 1.6e-07 2.1e-07 -3.8e-07]
w =
0.257946099689885
0.339703451256212
0.441876113546283
-0.789183677031578
pic =
Columns 1 through 4
[0.447758730827253] [0.198956703753565] [0.038660050008107] [0.028285745650964]
Column 5
[0.286338769760110]
mu =
Columns 1 through 3
[-0.002809392040520] [0.967388781412694] [2.139103466221483]
Columns 4 through 5
[-2.436575708809989] [-0.715893755307697]
sigma2 =
Columns 1 through 4
[0.170476507923556] [0.357445738110594] [0.416092778419752] [0.940827015410301]
Column 5
[0.434002465421213]
Likelihood error: 0.02942
current f = [1e-07 1.4e-07 1.8e-07 -3.2e-07]
w =
0.257873906484096
0.339806159339130
0.441828156809352
-0.789189903063332
pic =
Columns 1 through 4
[0.448895844669426] [0.198753305825259] [0.038468823032366] [0.027574919450200]
Column 5
[0.286307107022749]
mu =
Columns 1 through 3
[-0.002725286338955] [0.969612631922665] [2.142132196201630]
Columns 4 through 5
[-2.463207219212553] [-0.719413008296994]
sigma2 =
Columns 1 through 4
[0.170485546306626] [0.356719648104261] [0.415314053789913] [0.928774875454201]
Column 5
[0.434702566393724]
likelihood error: 0.029302
current f = [1e-07 1.4e-07 1.8e-07 -3.2e-07]
w =
0.257872950527188
0.339807519278703
0.441827521750828
-0.789189985409160
pic =
Columns 1 through 4
[0.448895844669426] [0.198753305825259] [0.038468823032366] [0.027574919450200]
Column 5
[0.286307107022749]
mu =
Columns 1 through 3
[-0.002726847527088] [0.969618655403817] [2.142104995342959]
Columns 4 through 5
[-2.463247573273849] [-0.719407201055498]
sigma2 =
Columns 1 through 4
[0.170488867995235] [0.356721184117689] [0.415274597834224] [0.928843347065667]
Column 5
[0.434690815956226]
likelihood error: 1.5162e-06
current f = [1e-07 1.4e-07 1.8e-07 -3.2e-07]
w =
0.257872950527188
0.339807519278703
0.441827521750828
-0.789189985409160
pic =
Columns 1 through 4
[0.448895844669426] [0.198753305825259] [0.038468823032366] [0.027574919450200]
Column 5
[0.286307107022749]
mu =
Columns 1 through 3
[-0.002726847527088] [0.969618655403817] [2.142104995342959]
Columns 4 through 5
[-2.463247573273849] [-0.719407201055498]
sigma2 =
Columns 1 through 4
[0.170488867995235] [0.356721184117689] [0.415274597834224] [0.928843347065667]
Column 5
[0.434690815956226]
Likelihood error: 0.02934
current f = [8.9e-08 1.2e-07 1.5e-07 -2.7e-07]
w =
0.257823634484770
0.339877672920094
0.441794759067279
-0.789194229898781
pic =
Columns 1 through 4
[0.450040079130817] [0.198547292157706] [0.038278053932208] [0.026872906913527]
Column 5
[0.286261667865742]
mu =
Columns 1 through 3
[-0.002676141371254] [0.971816284729514] [2.145103677290177]
Columns 4 through 5
[-2.490068843992812] [-0.722913151268839]
sigma2 =
Columns 1 through 4
[0.170522415804181] [0.356043514176096] [0.414523021438096] [0.916896804078261]
Column 5
[0.435543640420162]
likelihood error: 0.029299
current f = [8.9e-08 1.2e-07 1.5e-07 -2.7e-07]
w =
0.257822982418479
0.339878600466140
0.441794325857774
-0.789194285975436
pic =
Columns 1 through 4
[0.450040079130817] [0.198547292157706] [0.038278053932208] [0.026872906913527]
Column 5
[0.286261667865742]
mu =
Columns 1 through 3
[-0.002677206857351] [0.971820409100038] [2.145084987402838]
Columns 4 through 5
[-2.490097254889906] [-0.722909170838477]
sigma2 =
Columns 1 through 4
[0.170524687981831] [0.356044537418289] [0.414496081975061] [0.916942972257432]
Column 5
[0.435535643297935]
likelihood error: 1.0006e-06
current f = [8.9e-08 1.2e-07 1.5e-07 -2.7e-07]
w =
0.257822982418479
0.339878600466140
0.441794325857774
-0.789194285975436
pic =
Columns 1 through 4
[0.450040079130817] [0.198547292157706] [0.038278053932208] [0.026872906913527]
Column 5
[0.286261667865742]
mu =
Columns 1 through 3
[-0.002677206857351] [0.971820409100038] [2.145084987402838]
Columns 4 through 5
[-2.490097254889906] [-0.722909170838477]
sigma2 =
Columns 1 through 4
[0.170524687981831] [0.356044537418289] [0.414496081975061] [0.916942972257432]
Column 5
[0.435535643297935]
Likelihood error: 0.0293
current f = [7.5e-08 1e-07 1.3e-07 -2.3e-07]
w =
0.257795576910699
0.339917583035849
0.441776118237283
-0.789196641659285
pic =
Columns 1 through 4
[0.451191011362715] [0.198339117802518] [0.038087792272460] [0.026179722493306]
Column 5
[0.286202356069001]
mu =
Columns 1 through 3
[-0.002660184002939] [0.973992506469898] [2.148057371294774]
Columns 4 through 5
[-2.517117247920136] [-0.726402627831978]
sigma2 =
Columns 1 through 4
[0.170581552834227] [0.355411019117909] [0.413768575981005] [0.905104378704850]
Column 5
[0.436540608120081]
likelihood error: 0.029334
current f = [7.5e-08 1e-07 1.3e-07 -2.3e-07]
w =
0.257795215259087
0.339918097450353
0.441775877959407
-0.789196672732279
pic =
Columns 1 through 4
[0.451191011362715] [0.198339117802518] [0.038087792272460] [0.026179722493306]
Column 5
[0.286202356069001]
mu =
Columns 1 through 3
[-0.002660775951385] [0.973994803525480] [2.148046925542525]
Columns 4 through 5
[-2.517133519064203] [-0.726400408178920]
sigma2 =
Columns 1 through 4
[0.170582816367033] [0.355411573713823] [0.413753613553308] [0.905129677285822]
Column 5
[0.436536182897613]
likelihood error: 5.2474e-07
current f = [7.5e-08 1e-07 1.3e-07 -2.3e-07]
w =
0.257795215259087
0.339918097450353
0.441775877959407
-0.789196672732279
pic =
Columns 1 through 4
[0.451191011362715] [0.198339117802518] [0.038087792272460] [0.026179722493306]
Column 5
[0.286202356069001]
mu =
Columns 1 through 3
[-0.002660775951385] [0.973994803525480] [2.148046925542525]
Columns 4 through 5
[-2.517133519064203] [-0.726400408178920]
sigma2 =
Columns 1 through 4
[0.170582816367033] [0.355411573713823] [0.413753613553308] [0.905129677285822]
Column 5
[0.436536182897613]
Likelihood error: 0.029298
current f = [6.2e-08 8.3e-08 1.1e-07 -1.9e-07]
w =
0.257789047096416
0.339926870978903
0.441771779857595
-0.789197202598569
pic =
Columns 1 through 4
[0.452348278904132] [0.198129169388564] [0.037898082301602] [0.025495357012104]
Column 5
[0.286129112393598]
mu =
Columns 1 through 3
[-0.002677503727014] [0.976141930166545] [2.150996430161676]
Columns 4 through 5
[-2.544364059925297] [-0.729882021130744]
sigma2 =
Columns 1 through 4
[0.170661952787378] [0.354818479223370] [0.413047376142256] [0.893398586651064]
Column 5
[0.437692623746668]
likelihood error: 0.029408
current f = [6.2e-08 8.3e-08 1.1e-07 -1.9e-07]
w =
0.257788965898873
0.339926986473291
0.441771725910234
-0.789197209573569
pic =
Columns 1 through 4
[0.452348278904132] [0.198129169388564] [0.037898082301602] [0.025495357012104]
Column 5
[0.286129112393598]
mu =
Columns 1 through 3
[-0.002677637007116] [0.976142448228885] [2.150994065844939]
Columns 4 through 5
[-2.544367833706833] [-0.729881519775825]
sigma2 =
Columns 1 through 4
[0.170662237164148] [0.354818600960654] [0.413044010527950] [0.893404195224284]
Column 5
[0.437691632546885]
likelihood error: 1.0836e-07
current f = [6.2e-08 8.3e-08 1.1e-07 -1.9e-07]
w =
0.257788965898873
0.339926986473291
0.441771725910234
-0.789197209573569
pic =
Columns 1 through 4
[0.452348278904132] [0.198129169388564] [0.037898082301602] [0.025495357012104]
Column 5
[0.286129112393598]
mu =
Columns 1 through 3
[-0.002677637007116] [0.976142448228885] [2.150994065844939]
Columns 4 through 5
[-2.544367833706833] [-0.729881519775825]
sigma2 =
Columns 1 through 4
[0.170662237164148] [0.354818600960654] [0.413044010527950] [0.893404195224284]
Column 5
[0.437691632546885]
Likelihood error: 0.029334
current f = [5.1e-08 6.8e-08 8.8e-08 -1.6e-07]
w =
0.257803602102240
0.339906167831552
0.441781450042733
-0.789195951971887
pic =
Columns 1 through 4
[0.453511574567816] [0.197917774899846] [0.037708962934003] [0.024819774797809]
Column 5
[0.286041912800526]
mu =
Columns 1 through 3
[-0.002728016035207] [0.978265070007380] [2.153923795859595]
Columns 4 through 5
[-2.571823659653537] [-0.733351825859977]
sigma2 =
Columns 1 through 4
[0.170762722773967] [0.354262672333837] [0.412356508970692] [0.881777649880200]
Column 5
[0.438998873637589]
likelihood error: 0.029521
current f = [5.1e-08 6.8e-08 8.8e-08 -1.6e-07]
w =
0.257803794205766
0.339905894578942
0.441781577672992
-0.789195935461945
pic =
Columns 1 through 4
[0.453511574567816] [0.197917774899846] [0.037708962934003] [0.024819774797809]
Column 5
[0.286041912800526]
mu =
Columns 1 through 3
[-0.002727699461224] [0.978263838049178] [2.153929436666056]
Columns 4 through 5
[-2.571814432258161] [-0.733353019562169]
sigma2 =
Columns 1 through 4
[0.170762048362421] [0.354262390405894] [0.412364489879632] [0.881764555293242]
Column 5
[0.439001212641796]
likelihood error: 2.2633e-07
current f = [5.1e-08 6.8e-08 8.8e-08 -1.6e-07]
w =
0.257803794205766
0.339905894578942
0.441781577672992
-0.789195935461945
pic =
Columns 1 through 4
[0.453511574567816] [0.197917774899846] [0.037708962934003] [0.024819774797809]
Column 5
[0.286041912800526]
mu =
Columns 1 through 3
[-0.002727699461224] [0.978263838049178] [2.153929436666056]
Columns 4 through 5
[-2.571814432258161] [-0.733353019562169]
sigma2 =
Columns 1 through 4
[0.170762048362421] [0.354262390405894] [0.412364489879632] [0.881764555293242]
Column 5
[0.439001212641796]
Likelihood error: 0.029408
current f = [4.1e-08 5.5e-08 7.1e-08 -1.3e-07]
w =
0.257838999288156
0.339855816492655
0.441804966730114
-0.789192908062644
pic =
Columns 1 through 4
[0.454680641875405] [0.197705211712924] [0.037520467903251] [0.024152911938386]
Column 5
[0.285940766570033]
mu =
Columns 1 through 3
[-0.002811503321424] [0.980362349430732] [2.156842206134429]
Columns 4 through 5
[-2.599513290713736] [-0.736812484899527]
sigma2 =
Columns 1 through 4
[0.170883064772515] [0.353740778114300] [0.411693445497387] [0.870237288837518]
Column 5
[0.440458625275713]
likelihood error: 0.029674
current f = [4.1e-08 5.5e-08 7.1e-08 -1.3e-07]
w =
0.257839459772761
0.339855161448316
0.441805272652759
-0.789192868441177
pic =
Columns 1 through 4
[0.454680641875405] [0.197705211712924] [0.037520467903251] [0.024152911938386]
Column 5
[0.285940766570033]
mu =
Columns 1 through 3
[-0.002810740623965] [0.980359380403225] [2.156855847783515]
Columns 4 through 5
[-2.599490423755759] [-0.736815366172477]
sigma2 =
Columns 1 through 4
[0.170881444699176] [0.353740116465792] [0.411712628982646] [0.870206335130715]
Column 5
[0.440464216919745]
likelihood error: 4.5406e-07
current f = [4.1e-08 5.5e-08 7.1e-08 -1.3e-07]
w =
0.257839459772761
0.339855161448316
0.441805272652759
-0.789192868441177
pic =
Columns 1 through 4
[0.454680641875405] [0.197705211712924] [0.037520467903251] [0.024152911938386]
Column 5
[0.285940766570033]
mu =
Columns 1 through 3
[-0.002810740623965] [0.980359380403225] [2.156855847783515]
Columns 4 through 5
[-2.599490423755759] [-0.736815366172477]
sigma2 =
Columns 1 through 4
[0.170881444699176] [0.353740116465792] [0.411712628982646] [0.870206335130715]
Column 5
[0.440464216919745]
Likelihood error: 0.029521
current f = [3.3e-08 4.4e-08 5.7e-08 -1e-07]
w =
0.257895161649945
0.339775921081123
0.441842276687017
-0.789188071272620
pic =
Columns 1 through 4
[0.455855271064513] [0.197491713229109] [0.037332626021904] [0.023494675466131]
Column 5
[0.285825714218342]
mu =
Columns 1 through 3
[-0.002927647657502] [0.982434121918163] [2.159754206946767]
Columns 4 through 5
[-2.627453213839523] [-0.740264420538250]
sigma2 =
Columns 1 through 4
[0.171022262166076] [0.353250326110413] [0.411055997457123] [0.858770907000941]
Column 5
[0.442071269959004]
likelihood error: 0.029871
current f = [3.3e-08 4.4e-08 5.6e-08 -1e-07]
w =
0.257895887364519
0.339774888644065
0.441842758776656
-0.789188008714909
pic =
Columns 1 through 4
[0.455855271064513] [0.197491713229109] [0.037332626021904] [0.023494675466131]
Column 5
[0.285825714218342]
mu =
Columns 1 through 3
[-0.002926438238542] [0.982429415415653] [2.159775905658587]
Columns 4 through 5
[-2.627415943242418] [-0.740268994841334]
sigma2 =
Columns 1 through 4
[0.171019703878706] [0.353249304470896] [0.411086327021863] [0.858722835895405]
Column 5
[0.442080056487821]
likelihood error: 5.4606e-07
current f = [3.3e-08 4.4e-08 5.6e-08 -1e-07]
w =
0.257895887364519
0.339774888644065
0.441842758776656
-0.789188008714909
pic =
Columns 1 through 4
[0.455855271064513] [0.197491713229109] [0.037332626021904] [0.023494675466131]
Column 5
[0.285825714218342]
mu =
Columns 1 through 3
[-0.002926438238542] [0.982429415415653] [2.159775905658587]
Columns 4 through 5
[-2.627415943242418] [-0.740268994841334]
sigma2 =
Columns 1 through 4
[0.171019703878706] [0.353249304470896] [0.411086327021863] [0.858722835895405]
Column 5
[0.442080056487821]
Likelihood error: 0.029675
current f = [2.6e-08 3.4e-08 4.4e-08 -7.9e-08]
w =
0.257972150379864
0.339666385943594
0.441893417271708
-0.789181426454181
pic =
Columns 1 through 4
[0.457035295687393] [0.197277474360710] [0.037145461501289] [0.022844943310193]
Column 5
[0.285696825140415]
mu =
Columns 1 through 3
[-0.003076057237349] [0.984480686269427] [2.162662168895581]
Columns 4 through 5
[-2.655666895202066] [-0.743708061107257]
sigma2 =
Columns 1 through 4
[0.171179668988664] [0.352789150706355] [0.410442276458947] [0.847369713059888]
Column 5
[0.443836361360783]
likelihood error: 0.030114
current f = [2.6e-08 3.4e-08 4.4e-08 -7.9e-08]
w =
0.257973139570083
0.339664978486011
0.441894074315633
-0.789181340969534
pic =
Columns 1 through 4
[0.457035295687393] [0.197277474360710] [0.037145461501289] [0.022844943310193]
Column 5
[0.285696825140415]
mu =
Columns 1 through 3
[-0.003074396749689] [0.984474230640783] [2.162692032221202]
Columns 4 through 5
[-2.655614337657053] [-0.743714344585622]
sigma2 =
Columns 1 through 4
[0.171176175552135] [0.352787785378102] [0.410483768033877] [0.847305196706468]
Column 5
[0.443848299482352]
likelihood error: 4.6959e-07
current f = [2.6e-08 3.4e-08 4.4e-08 -7.9e-08]
w =
0.257973139570083
0.339664978486011
0.441894074315633
-0.789181340969534
pic =
Columns 1 through 4
[0.457035295687393] [0.197277474360710] [0.037145461501289] [0.022844943310193]
Column 5
[0.285696825140415]
mu =
Columns 1 through 3
[-0.003074396749689] [0.984474230640783] [2.162692032221202]
Columns 4 through 5
[-2.655614337657053] [-0.743714344585622]
sigma2 =
Columns 1 through 4
[0.171176175552135] [0.352787785378102] [0.410483768033877] [0.847305196706468]
Column 5
[0.443848299482352]
Likelihood error: 0.029872
current f = [2e-08 2.6e-08 3.4e-08 -6e-08]
w =
0.258070143416696
0.339526946050388
0.441958502138444
-0.789172944621727
pic =
Columns 1 through 4
[0.458220589817800] [0.197062656072590] [0.036958994298753] [0.022203564884455]
Column 5
[0.285554194926401]
mu =
Columns 1 through 3
[-0.003256287920153] [0.986502297693437] [2.165568305772447]
Columns 4 through 5
[-2.684181227102037] [-0.747143863649738]
sigma2 =
Columns 1 through 4
[0.171354701361645] [0.352355352178905] [0.409850656401973] [0.836022793963296]
Column 5
[0.445753651818382]
likelihood error: 0.030405
current f = [2e-08 2.6e-08 3.4e-08 -6e-08]
w =
0.258071395429940
0.339525164336641
0.441959333640310
-0.789172836077994
pic =
Columns 1 through 4
[0.458220589817800] [0.197062656072590] [0.036958994298753] [0.022203564884455]
Column 5
[0.285554194926401]
mu =
Columns 1 through 3
[-0.003254168703142] [0.986494071689929] [2.165606485410644]
Columns 4 through 5
[-2.684112384353590] [-0.747151881323712]
sigma2 =
Columns 1 through 4
[0.171350272530788] [0.352353656630022] [0.409903386528060] [0.835942461331983]
Column 5
[0.445768708244503]
likelihood error: 1.8747e-07
current f = [2e-08 2.6e-08 3.4e-08 -6e-08]
w =
0.258071395429940
0.339525164336641
0.441959333640310
-0.789172836077994
pic =
Columns 1 through 4
[0.458220589817800] [0.197062656072590] [0.036958994298753] [0.022203564884455]
Column 5
[0.285554194926401]
mu =
Columns 1 through 3
[-0.003254168703142] [0.986494071689929] [2.165606485410644]
Columns 4 through 5
[-2.684112384353590] [-0.747151881323712]
sigma2 =
Columns 1 through 4
[0.171350272530788] [0.352353656630022] [0.409903386528060] [0.835942461331983]
Column 5
[0.445768708244503]
Likelihood error: 0.030114
current f = [1.5e-08 1.9e-08 2.5e-08 -4.5e-08]
w =
0.258189418992367
0.339357190209425
0.442037710233495
-0.789162584147866
pic =
Columns 1 through 4
[0.459411065877239] [0.196847389135818] [0.036773240470039] [0.021570362205051]
Column 5
[0.285397942311854]
mu =
Columns 1 through 3
[-0.003467861014085] [0.988499175713103] [2.168474694007642]
Columns 4 through 5
[-2.713026780294943] [-0.750572333055393]
sigma2 =
Columns 1 through 4
[0.171546830727338] [0.351947263119479] [0.409279739522500] [0.824717148465789]
Column 5
[0.447823127770373]
likelihood error: 0.030748
current f = [1.5e-08 1.9e-08 2.5e-08 -4.5e-08]
w =
0.258190934047429
0.339355033722213
0.442038716259771
-0.789162452289610
pic =
Columns 1 through 4
[0.459411065877239] [0.196847389135818] [0.036773240470039] [0.021570362205051]
Column 5
[0.285397942311854]
mu =
Columns 1 through 3
[-0.003465272410348] [0.988489149745086] [2.168521380304925]
Columns 4 through 5
[-2.712940541435636] [-0.750582117379747]
sigma2 =
Columns 1 through 4
[0.171541463834029] [0.351945248422045] [0.409343836201785] [0.824621606491898]
Column 5
[0.447841275468638]
likelihood error: 3.4252e-07
current f = [1.5e-08 1.9e-08 2.5e-08 -4.5e-08]
w =
0.258190934047429
0.339355033722213
0.442038716259771
-0.789162452289610
pic =
Columns 1 through 4
[0.459411065877239] [0.196847389135818] [0.036773240470039] [0.021570362205051]
Column 5
[0.285397942311854]
mu =
Columns 1 through 3
[-0.003465272410348] [0.988489149745086] [2.168521380304925]
Columns 4 through 5
[-2.712940541435636] [-0.750582117379747]
sigma2 =
Columns 1 through 4
[0.171541463834029] [0.351945248422045] [0.409343836201785] [0.824621606491898]
Column 5
[0.447841275468638]
Likelihood error: 0.030405
current f = [1.1e-08 1.4e-08 1.8e-08 -3.3e-08]
w =
0.258330343372192
0.339156578250686
0.442131277552698
-0.789150291525281
pic =
Columns 1 through 4
[0.460606673082977] [0.196631777216189] [0.036588212512006] [0.020945131458231]
Column 5
[0.285228205730597]
mu =
Columns 1 through 3
[-0.003710278207833] [0.990471509627043] [2.171383292215070]
Columns 4 through 5
[-2.742238089144702] [-0.753994037895747]
sigma2 =
Columns 1 through 4
[0.171755578588441] [0.351563419570499] [0.408728326177961] [0.813437687400860]
Column 5
[0.450045045371623]
likelihood error: 0.031148
current f = [1.1e-08 1.4e-08 1.8e-08 -3.2e-08]
w =
0.258332122383660
0.339154045438911
0.442132458615251
-0.789150135986649
pic =
Columns 1 through 4
[0.460606673082977] [0.196631777216189] [0.036588212512006] [0.020945131458231]
Column 5
[0.285228205730597]
mu =
Columns 1 through 3
[-0.003707206780300] [0.990459646688629] [2.171438710101979]
Columns 4 through 5
[-2.742133231051686] [-0.754005627624486]
sigma2 =
Columns 1 through 4
[0.171749269275182] [0.351561094714766] [0.408803961955811] [0.813327537794640]
Column 5
[0.450066260380355]
likelihood error: 1.1683e-06
current f = [1.1e-08 1.4e-08 1.8e-08 -3.2e-08]
w =
0.258332122383660
0.339154045438911
0.442132458615251
-0.789150135986649
pic =
Columns 1 through 4
[0.460606673082977] [0.196631777216189] [0.036588212512006] [0.020945131458231]
Column 5
[0.285228205730597]
mu =
Columns 1 through 3
[-0.003707206780300] [0.990459646688629] [2.171438710101979]
Columns 4 through 5
[-2.742133231051686] [-0.754005627624486]
sigma2 =
Columns 1 through 4
[0.171749269275182] [0.351561094714766] [0.408803961955811] [0.813327537794640]
Column 5
[0.450066260380355]
Likelihood error: 0.030748
current f = [7.4e-09 9.8e-09 1.3e-08 -2.3e-08]
w =
0.258493362129101
0.338924453124515
0.442239491224206
-0.789136001756733
pic =
Columns 1 through 4
[0.461807396507851] [0.196415899394192] [0.036403919686465] [0.020327644966249]
Column 5
[0.285045139445243]
mu =
Columns 1 through 3
[-0.003983034363476] [0.992419462079106] [2.174295960358021]
Columns 4 through 5
[-2.771853972512834] [-0.757409623016846]
sigma2 =
Columns 1 through 4
[0.171980512541383] [0.351202536293783] [0.408195388284936] [0.802167203840248]
Column 5
[0.452419966950651]
likelihood error: 0.03161
current f = [7.3e-09 9.7e-09 1.3e-08 -2.2e-08]
w =
0.258495406577968
0.338921541584933
0.442240848193426
-0.789135822069834
pic =
Columns 1 through 4
[0.461807396507851] [0.196415899394192] [0.036403919686465] [0.020327644966249]
Column 5
[0.285045139445243]
mu =
Columns 1 through 3
[-0.003979464027855] [0.992405718389759] [2.174360366516572]
Columns 4 through 5
[-2.771729158526285] [-0.757423062320242]
sigma2 =
Columns 1 through 4
[0.171973255369951] [0.351199908402795] [0.408282775202784] [0.802043056299701]
Column 5
[0.452444225628717]
likelihood error: 2.3445e-06
current f = [7.3e-09 9.7e-09 1.3e-08 -2.2e-08]
w =
0.258495406577968
0.338921541584933
0.442240848193426
-0.789135822069834
pic =
Columns 1 through 4
[0.461807396507851] [0.196415899394192] [0.036403919686465] [0.020327644966249]
Column 5
[0.285045139445243]
mu =
Columns 1 through 3
[-0.003979464027855] [0.992405718389759] [2.174360366516572]
Columns 4 through 5
[-2.771729158526285] [-0.757423062320242]
sigma2 =
Columns 1 through 4
[0.171973255369951] [0.351199908402795] [0.408282775202784] [0.802043056299701]
Column 5
[0.452444225628717]
Likelihood error: 0.031147
current f = [4.9e-09 6.5e-09 8.5e-09 -1.5e-08]
w =
0.258678994393910
0.338660048708059
0.442362685546030
-0.789119638421959
pic =
Columns 1 through 4
[0.463013256726308] [0.196199812192603] [0.036220368319862] [0.019717653528039]
Column 5
[0.284848909233187]
mu =
Columns 1 through 3
[-0.004285628719960] [0.994343171143296] [2.177214478272527]
Columns 4 through 5
[-2.801917894598753] [-0.760819818773764]
sigma2 =
Columns 1 through 4
[0.172221243452822] [0.350863485656215] [0.407680046204009] [0.790886313660963]
Column 5
[0.454948798630610]
likelihood error: 0.032138
current f = [4.9e-09 6.5e-09 8.4e-09 -1.5e-08]
w =
0.258681306237137
0.338656755311127
0.442364219589664
-0.789119434021411
pic =
Columns 1 through 4
[0.463013256726308] [0.196199812192603] [0.036220368319862] [0.019717653528039]
Column 5
[0.284848909233187]
mu =
Columns 1 through 3
[-0.004281540804814] [0.994327496548173] [2.177288159358054]
Columns 4 through 5
[-2.801771671530850] [-0.760835156561746]
sigma2 =
Columns 1 through 4
[0.172213032414234] [0.350860560120175] [0.407779432315135] [0.790748796093824]
Column 5
[0.454976075227353]
likelihood error: 3.9332e-06
current f = [4.9e-09 6.5e-09 8.4e-09 -1.5e-08]
w =
0.258681306237137
0.338656755311127
0.442364219589664
-0.789119434021411
pic =
Columns 1 through 4
[0.463013256726308] [0.196199812192603] [0.036220368319862] [0.019717653528039]
Column 5
[0.284848909233187]
mu =
Columns 1 through 3
[-0.004281540804814] [0.994327496548173] [2.177288159358054]
Columns 4 through 5
[-2.801771671530850] [-0.760835156561746]
sigma2 =
Columns 1 through 4
[0.172213032414234] [0.350860560120175] [0.407779432315135] [0.790748796093824]
Column 5
[0.454976075227353]
Likelihood error: 0.031607
current f = [3.1e-09 4.1e-09 5.3e-09 -9.5e-09]
w =
0.258887829587256
0.338362494020454
0.442501239648877
-0.789101113460891
pic =
Columns 1 through 4
[0.464224310002909] [0.195983551171893] [0.036037562076491] [0.019114889144968]
Column 5
[0.284639687603739]
mu =
Columns 1 through 3
[-0.004617574915013] [0.996242751226238] [2.180140563422304]
Columns 4 through 5
[-2.832478370613371] [-0.764225446615398]
sigma2 =
Columns 1 through 4
[0.172477423674719] [0.350545279681573] [0.407181548782786] [0.779573364938441]
Column 5
[0.457632829104023]
likelihood error: 0.032739
current f = [3.1e-09 4.1e-09 5.3e-09 -9.4e-09]
w =
0.258890411199772
0.338358814989586
0.442502952192262
-0.789100883685096
pic =
Columns 1 through 4
[0.464224310002909] [0.195983551171893] [0.036037562076491] [0.019114889144968]
Column 5
[0.284639687603739]
mu =
Columns 1 through 3
[-0.004612948159630] [0.996225089392803] [2.180223835178147]
Columns 4 through 5
[-2.832309164188334] [-0.764242736025581]
sigma2 =
Columns 1 through 4
[0.172468252625729] [0.350542060227421] [0.407293215956797] [0.779423131189563]
Column 5
[0.457663093542358]
likelihood error: 6.0053e-06
current f = [3.1e-09 4.1e-09 5.3e-09 -9.4e-09]
w =
0.258890411199772
0.338358814989586
0.442502952192262
-0.789100883685096
pic =
Columns 1 through 4
[0.464224310002909] [0.195983551171893] [0.036037562076491] [0.019114889144968]
Column 5
[0.284639687603739]
mu =
Columns 1 through 3
[-0.004612948159630] [0.996225089392803] [2.180223835178147]
Columns 4 through 5
[-2.832309164188334] [-0.764242736025581]
sigma2 =
Columns 1 through 4
[0.172468252625729] [0.350542060227421] [0.407293215956797] [0.779423131189563]
Column 5
[0.457663093542358]
Likelihood error: 0.032134
current f = [1.8e-09 2.4e-09 3.1e-09 -5.6e-09]
w =
0.259120526165773
0.338030814506270
0.442655576471716
-0.789080326707281
pic =
Columns 1 through 4
[0.465440648958937] [0.195767132140834] [0.035855502204936] [0.018519068182537]
Column 5
[0.284417648512756]
mu =
Columns 1 through 3
[-0.004978410109999] [0.998118293014216] [2.183075887834994]
Columns 4 through 5
[-2.863589421859046] [-0.767627420529697]
sigma2 =
Columns 1 through 4
[0.172748746227915] [0.350247054876906] [0.406699256214416] [0.768204313142288]
Column 5
[0.460473769215887]
likelihood error: 0.03342
current f = [1.8e-09 2.4e-09 3.1e-09 -5.5e-09]
w =
0.259123380308823
0.338026745459159
0.442657469175331
-0.789080070796893
pic =
Columns 1 through 4
[0.465440648958937] [0.195767132140834] [0.035855502204936] [0.018519068182537]
Column 5
[0.284417648512756]
mu =
Columns 1 through 3
[-0.004973220609261] [0.998098581461271] [2.183169094940591]
Columns 4 through 5
[-2.863395530725258] [-0.767646718539457]
sigma2 =
Columns 1 through 4
[0.172738609279514] [0.350243543585773] [0.406823518969686] [0.768042048629061]
Column 5
[0.460506984984637]
likelihood error: 8.6421e-06
current f = [1.8e-09 2.4e-09 3.1e-09 -5.5e-09]
w =
0.259123380308823
0.338026745459159
0.442657469175331
-0.789080070796893
pic =
Columns 1 through 4
[0.465440648958937] [0.195767132140834] [0.035855502204936] [0.018519068182537]
Column 5
[0.284417648512756]
mu =
Columns 1 through 3
[-0.004973220609261] [0.998098581461271] [2.183169094940591]
Columns 4 through 5
[-2.863395530725258] [-0.767646718539457]
sigma2 =
Columns 1 through 4
[0.172738609279514] [0.350243543585773] [0.406823518969686] [0.768042048629061]
Column 5
[0.460506984984637]
Likelihood error: 0.032733
current f = [9.8e-10 1.3e-09 1.7e-09 -3e-09]
w =
0.259377811904886
0.337663931059479
0.442826162730016
-0.789057165205573
pic =
Columns 1 through 4
[0.466662403629808] [0.195550552019326] [0.035674187758946] [0.017929895069694]
Column 5
[0.284182961522226]
mu =
Columns 1 through 3
[-0.005367703393900] [0.999969862641314] [2.186022094194767]
Columns 4 through 5
[-2.895311083010140] [-0.771026743613333]
sigma2 =
Columns 1 through 4
[0.173034944910154] [0.349968059497466] [0.406232625330863] [0.756752558510894]
Column 5
[0.463473791644862]
likelihood error: 0.03419
current f = [9.6e-10 1.3e-09 1.6e-09 -2.9e-09]
w =
0.259380941714714
0.337659467019975
0.442828237480348
-0.789056882299624
pic =
Columns 1 through 4
[0.466662403629808] [0.195550552019326] [0.035674187758946] [0.017929895069694]
Column 5
[0.284182961522226]
mu =
Columns 1 through 3
[-0.005361924499395] [0.999948032638232] [2.186125610675478]
Columns 4 through 5
[-2.895090671541850] [-0.771048110733546]
sigma2 =
Columns 1 through 4
[0.173023836795003] [0.349964256780607] [0.406369830428098] [0.756578984084384]
Column 5
[0.463509913695556]
likelihood error: 1.1937e-05
current f = [9.6e-10 1.3e-09 1.6e-09 -2.9e-09]
w =
0.259380941714714
0.337659467019975
0.442828237480348
-0.789056882299624
pic =
Columns 1 through 4
[0.466662403629808] [0.195550552019326] [0.035674187758946] [0.017929895069694]
Column 5
[0.284182961522226]
mu =
Columns 1 through 3
[-0.005361924499395] [0.999948032638232] [2.186125610675478]
Columns 4 through 5
[-2.895090671541850] [-0.771048110733546]
sigma2 =
Columns 1 through 4
[0.173023836795003] [0.349964256780607] [0.406369830428098] [0.756578984084384]
Column 5
[0.463509913695556]
Likelihood error: 0.033412
current f = [4.6e-10 5.9e-10 7.8e-10 -1.4e-09]
w =
0.259660485189302
0.337260657532326
0.443013509522186
-0.789031502347319
pic =
Columns 1 through 4
[0.467889742799725] [0.195333789381942] [0.035493615794953] [0.017347066702362]
Column 5
[0.283935785321018]
mu =
Columns 1 through 3
[-0.005785063546702] [1.001797500226165] [2.188980811047483]
Columns 4 through 5
[-2.927709960402223] [-0.774424498703607]
sigma2 =
Columns 1 through 4
[0.173335795304885] [0.349707642965607] [0.405781196918785] [0.745188742506128]
Column 5
[0.466635569541625]
likelihood error: 0.035058
current f = [4.4e-10 5.8e-10 7.5e-10 -1.3e-09]
w =
0.259663894179881
0.337255792921747
0.443015768431699
-0.789031191477459
pic =
Columns 1 through 4
[0.467889742799725] [0.195333789381942] [0.035493615794953] [0.017347066702362]
Column 5
[0.283935785321018]
mu =
Columns 1 through 3
[-0.005778665734483] [1.001773476605204] [2.189095041046028]
Columns 4 through 5
[-2.927461050631456] [-0.774447998706767]
sigma2 =
Columns 1 through 4
[0.173323711753346] [0.349703547508215] [0.405931723421232] [0.745004616772967]
Column 5
[0.466674542081053]
likelihood error: 1.5999e-05
current f = [4.4e-10 5.8e-10 7.5e-10 -1.3e-09]
w =
0.259663894179881
0.337255792921747
0.443015768431699
-0.789031191477459
pic =
Columns 1 through 4
[0.467889742799725] [0.195333789381942] [0.035493615794953] [0.017347066702362]
Column 5
[0.283935785321018]
mu =
Columns 1 through 3
[-0.005778665734483] [1.001773476605204] [2.189095041046028]
Columns 4 through 5
[-2.927461050631456] [-0.774447998706767]
sigma2 =
Columns 1 through 4
[0.173323711753346] [0.349703547508215] [0.405931723421232] [0.745004616772967]
Column 5
[0.466674542081053]
Likelihood error: 0.034178
current f = [1.7e-10 2.2e-10 2.9e-10 -5.2e-10]
w =
0.259969416681455
0.336819697617450
0.443218173152997
-0.789003196872763
pic =
Columns 1 through 4
[0.469122875468832] [0.195116804703599] [0.035313781549185] [0.016770277801453]
Column 5
[0.283676260476931]
mu =
Columns 1 through 3
[-0.006230146156137] [1.003601217915570] [2.191953667013506]
Columns 4 through 5
[-2.960859832822622] [-0.777821831562908]
sigma2 =
Columns 1 through 4
[0.173651116684764] [0.349465247206717] [0.405344584613294] [0.733480502356331]
Column 5
[0.469962312436059]
likelihood error: 0.036033
current f = [1.7e-10 2.1e-10 2.8e-10 -5e-10]
w =
0.259973108754319
0.336814426235148
0.443220618564586
-0.789002856956171
pic =
Columns 1 through 4
[0.469122875468832] [0.195116804703599] [0.035313781549185] [0.016770277801453]
Column 5
[0.283676260476931]
mu =
Columns 1 through 3
[-0.006223096874187] [1.003574918849603] [2.192079045673954]
Columns 4 through 5
[-2.960580296028025] [-0.777847531189976]
sigma2 =
Columns 1 through 4
[0.173638054843288] [0.349460855888483] [0.405508844065745] [0.733286622610935]
Column 5
[0.470004066499786]
likelihood error: 2.0951e-05
current f = [1.7e-10 2.1e-10 2.8e-10 -5e-10]
w =
0.259973108754319
0.336814426235148
0.443220618564586
-0.789002856956171
pic =
Columns 1 through 4
[0.469122875468832] [0.195116804703599] [0.035313781549185] [0.016770277801453]
Column 5
[0.283676260476931]
mu =
Columns 1 through 3
[-0.006223096874187] [1.003574918849603] [2.192079045673954]
Columns 4 through 5
[-2.960580296028025] [-0.777847531189976]
sigma2 =
Columns 1 through 4
[0.173638054843288] [0.349460855888483] [0.405508844065745] [0.733286622610935]
Column 5
[0.470004066499786]
Likelihood error: 0.035042
current f = [4.6e-11 6e-11 7.8e-11 -1.4e-10]
w =
0.260305550573110
0.336339642229112
0.443440755644158
-0.788972091800536
pic =
Columns 1 through 4
[0.470362052268831] [0.194899540322887] [0.035134678597842] [0.016199227583702]
Column 5
[0.283404501226738]
mu =
Columns 1 through 3
[-0.006702660001614] [1.005380997584521] [2.194942303796667]
Columns 4 through 5
[-2.994842273950512] [-0.781219924487333]
sigma2 =
Columns 1 through 4
[0.173980774821026] [0.349240399708714] [0.404922464883226] [0.721592187126172]
Column 5
[0.473457796991228]
likelihood error: 0.037128
current f = [4.3e-11 5.6e-11 7.3e-11 -1.3e-10]
w =
0.260309530026227
0.336333957233745
0.443443390134703
-0.788971721632142
pic =
Columns 1 through 4
[0.470362052268831] [0.194899540322887] [0.035134678597842] [0.016199227583702]
Column 5
[0.283404501226738]
mu =
Columns 1 through 3
[-0.006694923514535] [1.005352334397597] [2.195079297936062]
Columns 4 through 5
[-2.994529822702849] [-0.781247893065052]
sigma2 =
Columns 1 through 4
[0.173966733752217] [0.349235707510448] [0.405100901175632] [0.721389388951305]
Column 5
[0.473502247675978]
likelihood error: 2.6938e-05
current f = [4.3e-11 5.6e-11 7.3e-11 -1.3e-10]
w =
0.260309530026227
0.336333957233745
0.443443390134703
-0.788971721632142
pic =
Columns 1 through 4
[0.470362052268831] [0.194899540322887] [0.035134678597842] [0.016199227583702]
Column 5
[0.283404501226738]
mu =
Columns 1 through 3
[-0.006694923514535] [1.005352334397597] [2.195079297936062]
Columns 4 through 5
[-2.994529822702849] [-0.781247893065052]
sigma2 =
Columns 1 through 4
[0.173966733752217] [0.349235707510448] [0.405100901175632] [0.721389388951305]
Column 5
[0.473502247675978]
Likelihood error: 0.036012
current f = [2.2e-05 2.9e-05 3.8e-05 -6.8e-05]
w =
0.260669926713696
0.335818997770427
0.443681942306503
-0.788938081124627
pic =
Columns 1 through 4
[0.471607566591155] [0.194681920133844] [0.034956299004195] [0.015633628242528]
Column 5
[0.283120586028278]
mu =
Columns 1 through 3
[-0.007202372540354] [1.007136788376633] [2.197948387616544]
Columns 4 through 5
[-3.029747255652909] [-0.784619957360049]
sigma2 =
Columns 1 through 4
[0.174324685728799] [0.349032708151435] [0.404514567561873] [0.709484546693959]
Column 5
[0.477126389169235]
likelihood error: 0.038313
current f = [2.1e-05 2.7e-05 3.6e-05 -6.4e-05]
w =
0.260674196967155
0.335812890066956
0.443684766528863
-0.788937675553234
pic =
Columns 1 through 4
[0.471607566591155] [0.194681920133844] [0.034956299004195] [0.015633628242528]
Column 5
[0.283120586028278]
mu =
Columns 1 through 3
[-0.007193910414717] [1.007105751958552] [2.198097684472710]
Columns 4 through 5
[-3.029399697677511] [-0.784650333614418]
sigma2 =
Columns 1 through 4
[0.174309695556007] [0.349027764675372] [0.404707710762175] [0.709273799160350]
Column 5
[0.477173512008819]
likelihood error: 3.1328e-05
current f = [2.1e-05 2.7e-05 3.6e-05 -6.4e-05]
w =
0.260674196967155
0.335812890066956
0.443684766528863
-0.788937675553234
pic =
Columns 1 through 4
[0.471607566591155] [0.194681920133844] [0.034956299004195] [0.015633628242528]
Column 5
[0.283120586028278]
mu =
Columns 1 through 3
[-0.007193910414717] [1.007105751958552] [2.198097684472710]
Columns 4 through 5
[-3.029399697677511] [-0.784650333614418]
sigma2 =
Columns 1 through 4
[0.174309695556007] [0.349027764675372] [0.404707710762175] [0.709273799160350]
Column 5
[0.477173512008819]
Likelihood error: 0.037101
current f = [2.1e-06 2.8e-06 3.6e-06 -6.5e-06]
w =
0.261063567887237
0.335256047883535
0.443942312544307
-0.788900776652741
pic =
Columns 1 through 4
[0.472859756079414] [0.194463848829108] [0.034778633091786] [0.015073215691827]
Column 5
[0.282824546307864]
mu =
Columns 1 through 3
[-0.007729114812499] [1.008868588694669] [2.200973806218210]
Columns 4 through 5
[-3.065673924726890] [-0.788023117449546]
sigma2 =
Columns 1 through 4
[0.174682847532294] [0.348841908911652] [0.404120712680418] [0.697114500067394]
Column 5
[0.480973129794129]
likelihood error: 0.039769
current f = [1.7e-06 2.2e-06 3e-06 -5.3e-06]
w =
0.261068136169205
0.335249512036671
0.443945333155955
-0.788900340621716
pic =
Columns 1 through 4
[0.472859756079414] [0.194463848829108] [0.034778633091786] [0.015073215691827]
Column 5
[0.282824546307864]
mu =
Columns 1 through 3
[-0.007719882803385] [1.008834830281051] [2.201135397008858]
Columns 4 through 5
[-3.065287896065069] [-0.788055781777694]
sigma2 =
Columns 1 through 4
[0.174666831944305] [0.348836543836662] [0.404328910569236] [0.696896434552548]
Column 5
[0.481022570378110]
likelihood error: 4.2231e-05
current f = [1.7e-06 2.2e-06 3e-06 -5.3e-06]
w =
0.261068136169205
0.335249512036671
0.443945333155955
-0.788900340621716
pic =
Columns 1 through 4
[0.472859756079414] [0.194463848829108] [0.034778633091786] [0.015073215691827]
Column 5
[0.282824546307864]
mu =
Columns 1 through 3
[-0.007719882803385] [1.008834830281051] [2.201135397008858]
Columns 4 through 5
[-3.065287896065069] [-0.788055781777694]
sigma2 =
Columns 1 through 4
[0.174666831944305] [0.348836543836662] [0.404328910569236] [0.696896434552548]
Column 5
[0.481022570378110]
Likelihood error: 0.038282
current f = [3.6e-06 4.6e-06 6.1e-06 -1.1e-05]
w =
0.261487688444573
0.334649143148742
0.444222702973150
-0.788860163469007
pic =
Columns 1 through 4
[0.474118998673527] [0.194245211789661] [0.034601670878475] [0.014517764715896]
Column 5
[0.282516353942442]
mu =
Columns 1 through 3
[-0.008282781481967] [1.010576032812843] [2.204019761566891]
Columns 4 through 5
[-3.102729620533381] [-0.791430201515642]
sigma2 =
Columns 1 through 4
[0.175055213311145] [0.348667606296803] [0.403740568305328] [0.684434457370515]
Column 5
[0.485003347211875]
likelihood error: 0.041266
current f = [4.2e-06 5.4e-06 7.2e-06 -1.3e-05]
w =
0.261492560212100
0.334642170804328
0.444225923373058
-0.788859695829693
pic =
Columns 1 through 4
[0.474118998673527] [0.194245211789661] [0.034601670878475] [0.014517764715896]
Column 5
[0.282516353942442]
mu =
Columns 1 through 3
[-0.008272735589139] [1.010539684589762] [2.204194727448113]
Columns 4 through 5
[-3.102303064853195] [-0.791465414157519]
sigma2 =
Columns 1 through 4
[0.175038261076491] [0.348661965685699] [0.403964500333056] [0.684210272032910]
Column 5
[0.485055173355961]
likelihood error: 5.4034e-05
current f = [4.2e-06 5.4e-06 7.2e-06 -1.3e-05]
w =
0.261492560212100
0.334642170804328
0.444225923373058
-0.788859695829693
pic =
Columns 1 through 4
[0.474118998673527] [0.194245211789661] [0.034601670878475] [0.014517764715896]
Column 5
[0.282516353942442]
mu =
Columns 1 through 3
[-0.008272735589139] [1.010539684589762] [2.204194727448113]
Columns 4 through 5
[-3.102303064853195] [-0.791465414157519]
sigma2 =
Columns 1 through 4
[0.175038261076491] [0.348661965685699] [0.403964500333056] [0.684210272032910]
Column 5
[0.485055173355961]
Likelihood error: 0.039727
current f = [2.9e-05 3.7e-05 4.9e-05 -8.7e-05]
w =
0.261943486768171
0.333996475236752
0.444523870071473
-0.788816019484716
pic =
Columns 1 through 4
[0.475385714295920] [0.194025873078295] [0.034425400899679] [0.013967106935731]
Column 5
[0.282195904790374]
mu =
Columns 1 through 3
[-0.008863337397888] [1.012259200455766] [2.207088566790166]
Columns 4 through 5
[-3.141032277071681] [-0.794842140365286]
sigma2 =
Columns 1 through 4
[0.175441960915610] [0.348509784509244] [0.403374106616503] [0.671393000464052]
Column 5
[0.489223358277630]
likelihood error: 0.042939
current f = [3.1e-05 3.9e-05 5.2e-05 -9.2e-05]
w =
0.261948667697453
0.333989057648907
0.444527293773588
-0.788815518977764
pic =
Columns 1 through 4
[0.475385714295920] [0.194025873078295] [0.034425400899679] [0.013967106935731]
Column 5
[0.282195904790374]
mu =
Columns 1 through 3
[-0.008852428831052] [1.012220155969632] [2.207277499140495]
Columns 4 through 5
[-3.140562283769831] [-0.794879977445344]
sigma2 =
Columns 1 through 4
[0.175424089549698] [0.348503859210551] [0.403614317756789] [0.671163651697700]
Column 5
[0.489277389752484]
likelihood error: 6.795e-05
current f = [3.1e-05 3.9e-05 5.2e-05 -9.2e-05]
w =
0.261948667697453
0.333989057648907
0.444527293773588
-0.788815518977764
pic =
Columns 1 through 4
[0.475385714295920] [0.194025873078295] [0.034425400899679] [0.013967106935731]
Column 5
[0.282195904790374]
mu =
Columns 1 through 3
[-0.008852428831052] [1.012220155969632] [2.207277499140495]
Columns 4 through 5
[-3.140562283769831] [-0.794879977445344]
sigma2 =
Columns 1 through 4
[0.175424089549698] [0.348503859210551] [0.403614317756789] [0.671163651697700]
Column 5
[0.489277389752484]
Likelihood error: 0.041212
current f = [7.4e-11 9.4e-11 1.3e-10 -2.2e-10]
w =
0.262432101000126
0.333296094263255
0.444846443303450
-0.788767866862206
pic =
Columns 1 through 4
[0.476660359273139] [0.193805674583240] [0.034249810691064] [0.013421155951356]
Column 5
[0.281862999501200]
mu =
Columns 1 through 3
[-0.009470810725812] [1.013917900310061] [2.210182061049518]
Columns 4 through 5
[-3.180707415558691] [-0.798259291146128]
sigma2 =
Columns 1 through 4
[0.175843267272523] [0.348368346977723] [0.403021159971590] [0.657934238885621]
Column 5
[0.493639726497853]
likelihood error: 0.044955
current f = [8e-11 1e-10 1.4e-10 -2.4e-10]
w =
0.262437593842296
0.333288218312906
0.444850068611467
-0.788767322680814
pic =
Columns 1 through 4
[0.476660359273139] [0.193805674583240] [0.034249810691064] [0.013421155951356]
Column 5
[0.281862999501200]
mu =
Columns 1 through 3
[-0.009458985233860] [1.013875743359362] [2.210384890265995]
Columns 4 through 5
[-3.180189987583509] [-0.798299582108591]
sigma2 =
Columns 1 through 4
[0.175824400383192] [0.348361926456898] [0.403278001329499] [0.657700391072201]
Column 5
[0.493695452957232]
likelihood error: 7.9572e-05
current f = [8e-11 1e-10 1.4e-10 -2.4e-10]
w =
0.262437593842296
0.333288218312906
0.444850068611467
-0.788767322680814
pic =
Columns 1 through 4
[0.476660359273139] [0.193805674583240] [0.034249810691064] [0.013421155951356]
Column 5
[0.281862999501200]
mu =
Columns 1 through 3
[-0.009458985233860] [1.013875743359362] [2.210384890265995]
Columns 4 through 5
[-3.180189987583509] [-0.798299582108591]
sigma2 =
Columns 1 through 4
[0.175824400383192] [0.348361926456898] [0.403278001329499] [0.657700391072201]
Column 5
[0.493695452957232]
Likelihood error: 0.042871
current f = [3e-10 3.7e-10 5e-10 -8.9e-10]
w =
0.262954805060646
0.332546275367534
0.445191302418575
-0.788715696235214
pic =
Columns 1 through 4
[0.477943423185887] [0.193584433832797] [0.034074885403103] [0.012879939442862]
Column 5
[0.281517318135351]
mu =
Columns 1 through 3
[-0.010105286870759] [1.015551595245760] [2.213301399107855]
Columns 4 through 5
[-3.221885864340303] [-0.801681164854689]
sigma2 =
Columns 1 through 4
[0.176259296354997] [0.348243082299021] [0.402681373410856] [0.643998366916528]
Column 5
[0.498259042916405]
likelihood error: 0.047012
current f = [3.1e-10 4e-10 5.3e-10 -9.4e-10]
w =
0.262960616442792
0.332537935121615
0.445195135072761
-0.788715111821123
pic =
Columns 1 through 4
[0.477943423185887] [0.193584433832797] [0.034074885403103] [0.012879939442862]
Column 5
[0.281517318135351]
mu =
Columns 1 through 3
[-0.010092494297402] [1.015506542265338] [2.213519422105831]
Columns 4 through 5
[-3.221318902300367] [-0.801724226847377]
sigma2 =
Columns 1 through 4
[0.176239576313801] [0.348236364289141] [0.402955564932220] [0.643761317685157]
Column 5
[0.498316503303771]
likelihood error: 9.5553e-05
current f = [3.1e-10 4e-10 5.3e-10 -9.4e-10]
w =
0.262960616442792
0.332537935121615
0.445195135072761
-0.788715111821123
pic =
Columns 1 through 4
[0.477943423185887] [0.193584433832797] [0.034074885403103] [0.012879939442862]
Column 5
[0.281517318135351]
mu =
Columns 1 through 3
[-0.010092494297402] [1.015506542265338] [2.213519422105831]
Columns 4 through 5
[-3.221318902300367] [-0.801724226847377]
sigma2 =
Columns 1 through 4
[0.176239576313801] [0.348236364289141] [0.402955564932220] [0.643761317685157]
Column 5
[0.498316503303771]
Likelihood error: 0.044876
current f = [8.5e-10 1.1e-09 1.4e-09 -2.6e-09]
w =
0.263512665596462
0.331745274573140
0.445559069274252
-0.788659155568844
pic =
Columns 1 through 4
[0.479235406634235] [0.193361943403451] [0.033900611825496] [0.012343642818342]
Column 5
[0.281158395318476]
mu =
Columns 1 through 3
[-0.010766907545782] [1.017160361048475] [2.216449153215802]
Columns 4 through 5
[-3.264702951148246] [-0.805106921127971]
sigma2 =
Columns 1 through 4
[0.176690514680952] [0.348134254617695] [0.402354722493268] [0.629523936366259]
Column 5
[0.503088582526436]
likelihood error: 0.049341
current f = [9e-10 1.1e-09 1.5e-09 -2.7e-09]
w =
0.263518799757335
0.331736462565744
0.445563111540809
-0.788658528908211
pic =
Columns 1 through 4
[0.479235406634235] [0.193361943403451] [0.033900611825496] [0.012343642818342]
Column 5
[0.281158395318476]
mu =
Columns 1 through 3
[-0.010753093678783] [1.017112186821496] [2.216682647360195]
Columns 4 through 5
[-3.264082962159295] [-0.805152703158846]
sigma2 =
Columns 1 through 4
[0.176669948548945] [0.348127144071430] [0.402646638885534] [0.629284525371318]
Column 5
[0.503147336238133]
likelihood error: 0.00011467
current f = [9e-10 1.1e-09 1.5e-09 -2.7e-09]
w =
0.263518799757335
0.331736462565744
0.445563111540809
-0.788658528908211
pic =
Columns 1 through 4
[0.479235406634235] [0.193361943403451] [0.033900611825496] [0.012343642818342]
Column 5
[0.281158395318476]
mu =
Columns 1 through 3
[-0.010753093678783] [1.017112186821496] [2.216682647360195]
Columns 4 through 5
[-3.264082962159295] [-0.805152703158846]
sigma2 =
Columns 1 through 4
[0.176669948548945] [0.348127144071430] [0.402646638885534] [0.629284525371318]
Column 5
[0.503147336238133]
Likelihood error: 0.046917
current f = [2e-09 2.5e-09 3.4e-09 -6e-09]
w =
0.264106577809753
0.330891656853027
0.445950276737648
-0.788597982292374
pic =
Columns 1 through 4
[0.480536810527985] [0.193137968185132] [0.033726975400619] [0.011812661490587]
Column 5
[0.280785584395677]
mu =
Columns 1 through 3
[-0.011455844832274] [1.018743810211115] [2.219626842479005]
Columns 4 through 5
[-3.309288417723681] [-0.808534144712621]
sigma2 =
Columns 1 through 4
[0.177137351782891] [0.348041920835607] [0.402040834745431] [0.614449501513484]
Column 5
[0.508134946331133]
likelihood error: 0.05188
current f = [2.1e-09 2.6e-09 3.6e-09 -6.3e-09]
w =
0.264113037097681
0.330882368215311
0.445954529591621
-0.788597311428278
pic =
Columns 1 through 4
[0.480536810527985] [0.193137968185132] [0.033726975400619] [0.011812661490587]
Column 5
[0.280785584395677]
mu =
Columns 1 through 3
[-0.011440959373834] [1.018692424452575] [2.219876257023545]
Columns 4 through 5
[-3.308612424258892] [-0.808582665968348]
sigma2 =
Columns 1 through 4
[0.177116002801444] [0.348034399021144] [0.402350804132777] [0.614208661955308]
Column 5
[0.508194601157625]
likelihood error: 0.0001366
current f = [2.1e-09 2.6e-09 3.6e-09 -6.3e-09]
w =
0.264113037097681
0.330882368215311
0.445954529591621
-0.788597311428278
pic =
Columns 1 through 4
[0.480536810527985] [0.193137968185132] [0.033726975400619] [0.011812661490587]
Column 5
[0.280785584395677]
mu =
Columns 1 through 3
[-0.011440959373834] [1.018692424452575] [2.219876257023545]
Columns 4 through 5
[-3.308612424258892] [-0.808582665968348]
sigma2 =
Columns 1 through 4
[0.177116002801444] [0.348034399021144] [0.402350804132777] [0.614208661955308]
Column 5
[0.508194601157625]
Likelihood error: 0.049227
current f = [4.2e-09 5.3e-09 7.1e-09 -1.3e-08]
w =
0.264737079654942
0.329984486111380
0.446365216794682
-0.788531933943926
pic =
Columns 1 through 4
[0.481848107237152] [0.192912243382802] [0.033553961334585] [0.011287667178030]
Column 5
[0.280398020867430]
mu =
Columns 1 through 3
[-0.012172283569793] [1.020301686732612] [2.222836108746019]
Columns 4 through 5
[-3.355757502894998] [-0.811958840928069]
sigma2 =
Columns 1 through 4
[0.177600400928436] [0.347966301144816] [0.401739281496817] [0.598718807734867]
Column 5
[0.513404114180412]
likelihood error: 0.054604
current f = [4.4e-09 5.4e-09 7.4e-09 -1.3e-08]
w =
0.264743863395405
0.329974720213709
0.446369679179607
-0.788531217109702
pic =
Columns 1 through 4
[0.481848107237152] [0.192912243382802] [0.033553961334585] [0.011287667178030]
Column 5
[0.280398020867430]
mu =
Columns 1 through 3
[-0.012156283305349] [1.020247029962279] [2.223101739908366]
Columns 4 through 5
[-3.355022874407874] [-0.812010086424837]
sigma2 =
Columns 1 through 4
[0.177578354377809] [0.347958350487272] [0.402067429741022] [0.598477443915721]
Column 5
[0.513464206104836]
likelihood error: 0.0001614
current f = [4.4e-09 5.4e-09 7.4e-09 -1.3e-08]
w =
0.264743863395405
0.329974720213709
0.446369679179607
-0.788531217109702
pic =
Columns 1 through 4
[0.481848107237152] [0.192912243382802] [0.033553961334585] [0.011287667178030]
Column 5
[0.280398020867430]
mu =
Columns 1 through 3
[-0.012156283305349] [1.020247029962279] [2.223101739908366]
Columns 4 through 5
[-3.355022874407874] [-0.812010086424837]
sigma2 =
Columns 1 through 4
[0.177578354377809] [0.347958350487272] [0.402067429741022] [0.598477443915721]
Column 5
[0.513464206104836]
Likelihood error: 0.051743
current f = [8.1e-09 1e-08 1.4e-08 -2.4e-08]
w =
0.265404126809159
0.329023651573447
0.446803793456981
-0.788460814746869
pic =
Columns 1 through 4
[0.483169702467918] [0.192684472413556] [0.033381554815409] [0.010769684520213]
Column 5
[0.279994585782904]
mu =
Columns 1 through 3
[-0.012916387174015] [1.021833787001268] [2.226078339973208]
Columns 4 through 5
[-3.404194257109533] [-0.815374781687379]
sigma2 =
Columns 1 through 4
[0.178080395831515] [0.347907709769700] [0.401449435144270] [0.582288175291664]
Column 5
[0.518900677450998]
likelihood error: 0.057463
current f = [8.4e-09 1e-08 1.4e-08 -2.5e-08]
w =
0.265411229534800
0.329013414603057
0.446808461131895
-0.788460050587101
pic =
Columns 1 through 4
[0.483169702467918] [0.192684472413556] [0.033381554815409] [0.010769684520213]
Column 5
[0.279994585782904]
mu =
Columns 1 through 3
[-0.012899242374113] [1.021775850824919] [2.226360233968279]
Columns 4 through 5
[-3.403399005724485] [-0.815428686828986]
sigma2 =
Columns 1 through 4
[0.178057764966587] [0.347899316178960] [0.401795569709816] [0.582047170740667]
Column 5
[0.518960663962369]
likelihood error: 0.00018891
current f = [8.4e-09 1e-08 1.4e-08 -2.5e-08]
w =
0.265411229534800
0.329013414603057
0.446808461131895
-0.788460050587101
pic =
Columns 1 through 4
[0.483169702467918] [0.192684472413556] [0.033381554815409] [0.010769684520213]
Column 5
[0.279994585782904]
mu =
Columns 1 through 3
[-0.012899242374113] [1.021775850824919] [2.226360233968279]
Columns 4 through 5
[-3.403399005724485] [-0.815428686828986]
sigma2 =
Columns 1 through 4
[0.178057764966587] [0.347899316178960] [0.401795569709816] [0.582047170740667]
Column 5
[0.518960663962369]
Likelihood error: 0.054443
current f = [1.5e-08 1.8e-08 2.4e-08 -4.3e-08]
w =
0.266106779675117
0.328010323984221
0.447265319016897
-0.788384515122024
pic =
Columns 1 through 4
[0.484501883464459] [0.192454324787128] [0.033209741227695] [0.010260172103010]
Column 5
[0.279573878417707]
mu =
Columns 1 through 3
[-0.013688252516612] [1.023340019261445] [2.229354494780971]
Columns 4 through 5
[-3.454628201125760] [-0.818772856585991]
sigma2 =
Columns 1 through 4
[0.178578226273005] [0.347866564800946] [0.401170375664582] [0.565137780024782]
Column 5
[0.524626996717447]
likelihood error: 0.060361
current f = [1.5e-08 1.8e-08 2.5e-08 -4.4e-08]
w =
0.266114188652176
0.327999632564827
0.447270182951666
-0.788383703021275
pic =
Columns 1 through 4
[0.484501883464459] [0.192454324787128] [0.033209741227695] [0.010260172103010]
Column 5
[0.279573878417707]
mu =
Columns 1 through 3
[-0.013669956175883] [1.023278874743399] [2.229652312898648]
Columns 4 through 5
[-3.453771398587878] [-0.818829286672206]
sigma2 =
Columns 1 through 4
[0.178555159095811] [0.347857721158339] [0.401533826286974] [0.564898033004960]
Column 5
[0.524686253965439]
likelihood error: 0.00021861
current f = [1.5e-08 1.8e-08 2.5e-08 -4.4e-08]
w =
0.266114188652176
0.327999632564827
0.447270182951666
-0.788383703021275
pic =
Columns 1 through 4
[0.484501883464459] [0.192454324787128] [0.033209741227695] [0.010260172103010]
Column 5
[0.279573878417707]
mu =
Columns 1 through 3
[-0.013669956175883] [1.023278874743399] [2.229652312898648]
Columns 4 through 5
[-3.453771398587878] [-0.818829286672206]
sigma2 =
Columns 1 through 4
[0.178555159095811] [0.347857721158339] [0.401533826286974] [0.564898033004960]
Column 5
[0.524686253965439]
Likelihood error: 0.057274
current f = [2.5e-08 3e-08 4.2e-08 -7.3e-08]
w =
0.266842788937125
0.326947562674225
0.447748245416798
-0.788303067458573
pic =
Columns 1 through 4
[0.485844751540910] [0.192221434039257] [0.033038506309586] [0.009761092666815]
Column 5
[0.279134215443432]
mu =
Columns 1 through 3
[-0.014487850735451] [1.024820490436138] [2.232664853941251]
Columns 4 through 5
[-3.507003491486934] [-0.822140402139222]
sigma2 =
Columns 1 through 4
[0.179094951022389] [0.347843400914533] [0.400900768815526] [0.547287289686808]
Column 5
[0.530582196881809]
likelihood error: 0.063143
current f = [2.5e-08 3.1e-08 4.3e-08 -7.5e-08]
w =
0.266850480846726
0.326936448745675
0.447753289648105
-0.788302208009221
pic =
Columns 1 through 4
[0.485844751540910] [0.192221434039257] [0.033038506309586] [0.009761092666815]
Column 5
[0.279134215443432]
mu =
Columns 1 through 3
[-0.014468431266093] [1.024756325875189] [2.232977693679259]
Columns 4 through 5
[-3.506085830383468] [-0.822199126298153]
sigma2 =
Columns 1 through 4
[0.179071637269937] [0.347834112054780] [0.401280179486866] [0.547049794098695]
Column 5
[0.530640023921726]
likelihood error: 0.00024947
current f = [2.5e-08 3.1e-08 4.3e-08 -7.5e-08]
w =
0.266850480846726
0.326936448745675
0.447753289648105
-0.788302208009221
pic =
Columns 1 through 4
[0.485844751540910] [0.192221434039257] [0.033038506309586] [0.009761092666815]
Column 5
[0.279134215443432]
mu =
Columns 1 through 3
[-0.014468431266093] [1.024756325875189] [2.232977693679259]
Columns 4 through 5
[-3.506085830383468] [-0.822199126298153]
sigma2 =
Columns 1 through 4
[0.179071637269937] [0.347834112054780] [0.401280179486866] [0.547049794098695]
Column 5
[0.530640023921726]
Likelihood error: 0.060143
current f = [4.1e-08 4.9e-08 6.8e-08 -1.2e-07]
w =
0.267608087402128
0.325841064198691
0.448249836522015
-0.788216719436091
pic =
Columns 1 through 4
[0.487198139138532] [0.191985395765743] [0.032867836154501] [0.009274943800527]
Column 5
[0.278673685140698]
mu =
Columns 1 through 3
[-0.015314952941910] [1.026275626973337] [2.236008684425812]
Columns 4 through 5
[-3.561142830423453] [-0.825460654550722]
sigma2 =
Columns 1 through 4
[0.179631803265659] [0.347838885450407] [0.400638716739890] [0.528815151379302]
Column 5
[0.536761094814994]
likelihood error: 0.065585
current f = [4.2e-08 5e-08 6.9e-08 -1.2e-07]
w =
0.267616024167857
0.325829581184870
0.448255035470449
-0.788215815064393
pic =
Columns 1 through 4
[0.487198139138532] [0.191985395765743] [0.032867836154501] [0.009274943800527]
Column 5
[0.278673685140698]
mu =
Columns 1 through 3
[-0.015294490401063] [1.026208794456168] [2.236334859712159]
Columns 4 through 5
[-3.560167330966717] [-0.825521314866742]
sigma2 =
Columns 1 through 4
[0.179608480198566] [0.347829174848108] [0.401031795037195] [0.528581140477558]
Column 5
[0.536816729163304]
likelihood error: 0.00027988
current f = [4.2e-08 5e-08 6.9e-08 -1.2e-07]
w =
0.267616024167857
0.325829581184870
0.448255035470449
-0.788215815064393
pic =
Columns 1 through 4
[0.487198139138532] [0.191985395765743] [0.032867836154501] [0.009274943800527]
Column 5
[0.278673685140698]
mu =
Columns 1 through 3
[-0.015294490401063] [1.026208794456168] [2.236334859712159]
Columns 4 through 5
[-3.560167330966717] [-0.825521314866742]
sigma2 =
Columns 1 through 4
[0.179608480198566] [0.347829174848108] [0.401031795037195] [0.528581140477558]
Column 5
[0.536816729163304]
Likelihood error: 0.062894
current f = [6.5e-08 7.7e-08 1.1e-07 -1.9e-07]
w =
0.268396245540300
0.324699971140218
0.448765819541363
-0.788126020259441
pic =
Columns 1 through 4
[0.488561516143858] [0.191745765871575] [0.032697716903122] [0.008804704531714]
Column 5
[0.278190296549731]
mu =
Columns 1 through 3
[-0.016169041669045] [1.027706332630070] [2.239383814939970]
Columns 4 through 5
[-3.616713744625415] [-0.828712576591441]
sigma2 =
Columns 1 through 4
[0.180190180411220] [0.347853837604851] [0.400381594038565] [0.509877996101254]
Column 5
[0.543153254088449]
likelihood error: 0.067397
current f = [6.6e-08 7.9e-08 1.1e-07 -1.9e-07]
w =
0.268404369648105
0.324688200917850
0.448771135021375
-0.788125075985683
pic =
Columns 1 through 4
[0.488561516143858] [0.191745765871575] [0.032697716903122] [0.008804704531714]
Column 5
[0.278190296549731]
mu =
Columns 1 through 3
[-0.016147686188507] [1.027637398166802] [2.239720619631773]
Columns 4 through 5
[-3.615686554686411] [-0.828774656090393]
sigma2 =
Columns 1 through 4
[0.180167134798378] [0.347843755537243] [0.400784849600361] [0.509649150819114]
Column 5
[0.543205903028687]
likelihood error: 0.00030763
current f = [6.6e-08 7.9e-08 1.1e-07 -1.9e-07]
w =
0.268404369648105
0.324688200917850
0.448771135021375
-0.788125075985683
pic =
Columns 1 through 4
[0.488561516143858] [0.191745765871575] [0.032697716903122] [0.008804704531714]
Column 5
[0.278190296549731]
mu =
Columns 1 through 3
[-0.016147686188507] [1.027637398166802] [2.239720619631773]
Columns 4 through 5
[-3.615686554686411] [-0.828774656090393]
sigma2 =
Columns 1 through 4
[0.180167134798378] [0.347843755537243] [0.400784849600361] [0.509649150819114]
Column 5
[0.543205903028687]
Likelihood error: 0.065305
current f = [1e-07 1.2e-07 1.7e-07 -2.9e-07]
w =
0.269198036097994
0.323537530777753
0.449290110832670
-0.788031903276231
pic =
Columns 1 through 4
[0.489933897567453] [0.191502059538427] [0.032528133925017] [0.008353644241333]
Column 5
[0.277682264727769]
mu =
Columns 1 through 3
[-0.017049211247316] [1.029114175570280] [2.242786155364243]
Columns 4 through 5
[-3.673212775727889] [-0.831871397866641]
sigma2 =
Columns 1 through 4
[0.180771605952722] [0.347889248031184] [0.400125907076653] [0.490722089835334]
Column 5
[0.549742452163433]
likelihood error: 0.06827
current f = [1e-07 1.2e-07 1.7e-07 -2.9e-07]
w =
0.269206266455855
0.323525589929351
0.449295489441015
-0.788030927488107
pic =
Columns 1 through 4
[0.489933897567453] [0.191502059538427] [0.032528133925017] [0.008353644241333]
Column 5
[0.277682264727769]
mu =
Columns 1 through 3
[-0.017027199649830] [1.029043959484202] [2.243129671826491]
Columns 4 through 5
[-3.672143911790337] [-0.831934196110185]
sigma2 =
Columns 1 through 4
[0.180749168305115] [0.347878880028021] [0.400534455380697] [0.490500770176149]
Column 5
[0.549791342573941]
likelihood error: 0.00033025
current f = [1e-07 1.2e-07 1.7e-07 -2.9e-07]
w =
0.269206266455855
0.323525589929351
0.449295489441015
-0.788030927488107
pic =
Columns 1 through 4
[0.489933897567453] [0.191502059538427] [0.032528133925017] [0.008353644241333]
Column 5
[0.277682264727769]
mu =
Columns 1 through 3
[-0.017027199649830] [1.029043959484202] [2.243129671826491]
Columns 4 through 5
[-3.672143911790337] [-0.831934196110185]
sigma2 =
Columns 1 through 4
[0.180749168305115] [0.347878880028021] [0.400534455380697] [0.490500770176149]
Column 5
[0.549791342573941]
Likelihood error: 0.067089
current f = [1.5e-07 1.8e-07 2.5e-07 -4.3e-07]
w =
0.270001364839278
0.322371227831409
0.449814782992351
-0.787935731232874
pic =
Columns 1 through 4
[0.491313773651864] [0.191253752523453] [0.032359070321238] [0.007924957572749]
Column 5
[0.277148445930696]
mu =
Columns 1 through 3
[-0.017954061668898] [1.030501576564796] [2.246209254889162]
Columns 4 through 5
[-3.729989920111847] [-0.834910181666099]
sigma2 =
Columns 1 through 4
[0.181377647473921] [0.347946290493065] [0.399867252904007] [0.471674264287295]
Column 5
[0.556506844444370]
likelihood error: 0.06796
current f = [1.5e-07 1.8e-07 2.5e-07 -4.4e-07]
w =
0.270009595252285
0.322359270143118
0.449820155220814
-0.787934736194036
pic =
Columns 1 through 4
[0.491313773651864] [0.191253752523453] [0.032359070321238] [0.007924957572749]
Column 5
[0.277148445930696]
mu =
Columns 1 through 3
[-0.017931724561771] [1.030431160462778] [2.246554317559386]
Columns 4 through 5
[-3.728893656236995] [-0.834972813355374]
sigma2 =
Columns 1 through 4
[0.181356173997435] [0.347935763330696] [0.400274814744199] [0.471463649794387]
Column 5
[0.556551289207484]
likelihood error: 0.00034553
current f = [1.5e-07 1.8e-07 2.5e-07 -4.4e-07]
w =
0.270009595252285
0.322359270143118
0.449820155220814
-0.787934736194036
pic =
Columns 1 through 4
[0.491313773651864] [0.191253752523453] [0.032359070321238] [0.007924957572749]
Column 5
[0.277148445930696]
mu =
Columns 1 through 3
[-0.017931724561771] [1.030431160462778] [2.246554317559386]
Columns 4 through 5
[-3.728893656236995] [-0.834972813355374]
sigma2 =
Columns 1 through 4
[0.181356173997435] [0.347935763330696] [0.400274814744199] [0.471463649794387]
Column 5
[0.556551289207484]
Likelihood error: 0.06794
current f = [2.2e-07 2.6e-07 3.6e-07 -6.3e-07]
w =
0.270791886023272
0.321221920523638
0.450330478182037
-0.787839256618591
pic =
Columns 1 through 4
[0.492699089710074] [0.191000288450684] [0.032190504794298] [0.007521253449000]
Column 5
[0.276588863595943]
mu =
Columns 1 through 3
[-0.018881589355781] [1.031871940672497] [2.249644078814895]
Columns 4 through 5
[-3.786332243998197] [-0.837802471295174]
sigma2 =
Columns 1 through 4
[0.182009775612203] [0.348026307886467] [0.399600494425814] [0.453100432217223]
Column 5
[0.563419939477609]
likelihood error: 0.066403
current f = [2.2e-07 2.6e-07 3.7e-07 -6.4e-07]
w =
0.270799989204749
0.321210131412499
0.450335761133179
-0.787838258276378
pic =
Columns 1 through 4
[0.492699089710074] [0.191000288450684] [0.032190504794298] [0.007521253449000]
Column 5
[0.276588863595943]
mu =
Columns 1 through 3
[-0.018859338369781] [1.031802611655868] [2.249984529997764]
Columns 4 through 5
[-3.785226739985360] [-0.837863907517157]
sigma2 =
Columns 1 through 4
[0.181989615251384] [0.348015788766483] [0.399999747002800] [0.452904395401109]
Column 5
[0.563459410897903]
likelihood error: 0.00035225
current f = [2.2e-07 2.6e-07 3.7e-07 -6.4e-07]
w =
0.270799989204749
0.321210131412499
0.450335761133179
-0.787838258276378
pic =
Columns 1 through 4
[0.492699089710074] [0.191000288450684] [0.032190504794298] [0.007521253449000]
Column 5
[0.276588863595943]
mu =
Columns 1 through 3
[-0.018859338369781] [1.031802611655868] [2.249984529997764]
Columns 4 through 5
[-3.785226739985360] [-0.837863907517157]
sigma2 =
Columns 1 through 4
[0.181989615251384] [0.348015788766483] [0.399999747002800] [0.452904395401109]
Column 5
[0.563459410897903]
Likelihood error: 0.067614
current f = [3.2e-07 3.6e-07 5.2e-07 -9e-07]
w =
0.271554495386631
0.320111686716317
0.450827388475777
-0.787744458666988
pic =
Columns 1 through 4
[0.494087299843152] [0.190741097689937] [0.032022409386620] [0.007144030426661]
Column 5
[0.276005162653630]
mu =
Columns 1 through 3
[-0.019829077120802] [1.033229650228248] [2.253079247089295]
Columns 4 through 5
[-3.841602035967669] [-0.840525574640946]
sigma2 =
Columns 1 through 4
[0.182669159920939] [0.348130746148685] [0.399320269856417] [0.435332136107008]
Column 5
[0.570452225262149]
likelihood error: 0.0638
current f = [3.2e-07 3.7e-07 5.3e-07 -9.2e-07]
w =
0.271562334844535
0.320100266069915
0.450832493663259
-0.787743475340536
pic =
Columns 1 through 4
[0.494087299843152] [0.190741097689937] [0.032022409386620] [0.007144030426661]
Column 5
[0.276005162653630]
mu =
Columns 1 through 3
[-0.019807364723469] [1.033162764781083] [2.253408570077144]
Columns 4 through 5
[-3.840507854768475] [-0.840584740045731]
sigma2 =
Columns 1 through 4
[0.182650609779452] [0.348120430616419] [0.399703633765855] [0.435154714522102]
Column 5
[0.570486418305093]
likelihood error: 0.00035058
current f = [3.2e-07 3.7e-07 5.3e-07 -9.2e-07]
w =
0.271562334844535
0.320100266069915
0.450832493663259
-0.787743475340536
pic =
Columns 1 through 4
[0.494087299843152] [0.190741097689937] [0.032022409386620] [0.007144030426661]
Column 5
[0.276005162653630]
mu =
Columns 1 through 3
[-0.019807364723469] [1.033162764781083] [2.253408570077144]
Columns 4 through 5
[-3.840507854768475] [-0.840584740045731]
sigma2 =
Columns 1 through 4
[0.182650609779452] [0.348120430616419] [0.399703633765855] [0.435154714522102]
Column 5
[0.570486418305093]
Likelihood error: 0.06605
current f = [4.4e-07 5e-07 7.3e-07 -1.3e-06]
w =
0.272275495538983
0.319060665669107
0.451296664601312
-0.787653267542388
pic =
Columns 1 through 4
[0.495475502924118] [0.190475631847643] [0.031854748095557] [0.006793346705016]
Column 5
[0.275400770427666]
mu =
Columns 1 through 3
[-0.020792995952532] [1.034579846803018] [2.256501926417617]
Columns 4 through 5
[-3.895385876016924] [-0.843063581335584]
sigma2 =
Columns 1 through 4
[0.183356423774831] [0.348261013564932] [0.399021854919400] [0.418584339018031]
Column 5
[0.577573151777864]
likelihood error: 0.060591
current f = [4.5e-07 5.1e-07 7.3e-07 -1.3e-06]
w =
0.272282944478144
0.319049800236287
0.451301510231716
-0.787652317468775
pic =
Columns 1 through 4
[0.495475502924118] [0.190475631847643] [0.031854748095557] [0.006793346705016]
Column 5
[0.275400770427666]
mu =
Columns 1 through 3
[-0.020772251736448] [1.034516633698954] [2.256814172069482]
Columns 4 through 5
[-3.894323424863883] [-0.843119497112291]
sigma2 =
Columns 1 through 4
[0.183339684687894] [0.348251101195282] [0.399382595598996] [0.418428887118225]
Column 5
[0.577602017636512]
likelihood error: 0.00034199
current f = [4.5e-07 5.1e-07 7.3e-07 -1.3e-06]
w =
0.272282944478144
0.319049800236287
0.451301510231716
-0.787652317468775
pic =
Columns 1 through 4
[0.495475502924118] [0.190475631847643] [0.031854748095557] [0.006793346705016]
Column 5
[0.275400770427666]
mu =
Columns 1 through 3
[-0.020772251736448] [1.034516633698954] [2.256814172069482]
Columns 4 through 5
[-3.894323424863883] [-0.843119497112291]
sigma2 =
Columns 1 through 4
[0.183339684687894] [0.348251101195282] [0.399382595598996] [0.418428887118225]
Column 5
[0.577602017636512]
Likelihood error: 0.063449
current f = [6e-07 6.8e-07 9.9e-07 -1.7e-06]
w =
0.272944741948131
0.318083899081968
0.451731800942167
-0.787567257670288
pic =
Columns 1 through 4
[0.496860647019752] [0.190203409529203] [0.031687477428631] [0.006467849869334]
Column 5
[0.274780616153080]
mu =
Columns 1 through 3
[-0.021768963783619] [1.035928000027232] [2.259899327813039]
Columns 4 through 5
[-3.947587007338881] [-0.845409134495439]
sigma2 =
Columns 1 through 4
[0.184071415923383] [0.348418272509118] [0.398702179717033] [0.402903354233709]
Column 5
[0.584753236940959]
likelihood error: 0.057306
current f = [6.1e-07 6.9e-07 1e-06 -1.7e-06]
w =
0.272951703563467
0.318073732579108
0.451736325003852
-0.787566356079881
pic =
Columns 1 through 4
[0.496860647019752] [0.190203409529203] [0.031687477428631] [0.006467849869334]
Column 5
[0.274780616153080]
mu =
Columns 1 through 3
[-0.021749526742188] [1.035869366223510] [2.260190041313253]
Columns 4 through 5
[-3.946573556058146] [-0.845461065210056]
sigma2 =
Columns 1 through 4
[0.184056564768372] [0.348408936155942] [0.399035462859991] [0.402771731646932]
Column 5
[0.584776974259646]
likelihood error: 0.00032872
current f = [6.1e-07 6.9e-07 1e-06 -1.7e-06]
w =
0.272951703563467
0.318073732579108
0.451736325003852
-0.787566356079881
pic =
Columns 1 through 4
[0.496860647019752] [0.190203409529203] [0.031687477428631] [0.006467849869334]
Column 5
[0.274780616153080]
mu =
Columns 1 through 3
[-0.021749526742188] [1.035869366223510] [2.260190041313253]
Columns 4 through 5
[-3.946573556058146] [-0.845461065210056]
sigma2 =
Columns 1 through 4
[0.184056564768372] [0.348408936155942] [0.399035462859991] [0.402771731646932]
Column 5
[0.584776974259646]
Likelihood error: 0.060249
current f = [8e-07 9e-07 1.3e-06 -2.3e-06]
w =
0.273556940322116
0.317189390341904
0.452129461003589
-0.787487426780187
pic =
Columns 1 through 4
[0.498239768096907] [0.189924058522279] [0.031520549232502] [0.006165172459511]
Column 5
[0.274150451688800]
mu =
Columns 1 through 3
[-0.022751837593854] [1.037279370670863] [2.263260415874412]
Columns 4 through 5
[-3.998415160161589] [-0.847563317399107]
sigma2 =
Columns 1 through 4
[0.184813077810001] [0.348603214787403] [0.398360597510117] [0.388171722351613]
Column 5
[0.591965841862987]
likelihood error: 0.054386
current f = [8.1e-07 9.1e-07 1.3e-06 -2.3e-06]
w =
0.273563361581219
0.317180002892124
0.452133630057591
-0.787486583614293
pic =
Columns 1 through 4
[0.498239768096907] [0.189924058522279] [0.031520549232502] [0.006165172459511]
Column 5
[0.274150451688800]
mu =
Columns 1 through 3
[-0.022733910281614] [1.037225785836592] [2.263527207646794]
Columns 4 through 5
[-3.997462483630573] [-0.847610866532877]
sigma2 =
Columns 1 through 4
[0.184800067727778] [0.348594574510792] [0.398664086960544] [0.388063928519257]
Column 5
[0.591984847074282]
likelihood error: 0.00031302
current f = [8.1e-07 9.1e-07 1.3e-06 -2.3e-06]
w =
0.273563361581219
0.317180002892124
0.452133630057591
-0.787486583614293
pic =
Columns 1 through 4
[0.498239768096907] [0.189924058522279] [0.031520549232502] [0.006165172459511]
Column 5
[0.274150451688800]
mu =
Columns 1 through 3
[-0.022733910281614] [1.037225785836592] [2.263527207646794]
Columns 4 through 5
[-3.997462483630573] [-0.847610866532877]
sigma2 =
Columns 1 through 4
[0.184800067727778] [0.348594574510792] [0.398664086960544] [0.388063928519257]
Column 5
[0.591984847074282]
Likelihood error: 0.056977
current f = [1.1e-06 1.2e-06 1.7e-06 -3e-06]
w =
0.274111693516512
0.316377987326265
0.452489489254532
-0.787414133917789
pic =
Columns 1 through 4
[0.499610206451421] [0.189637341589927] [0.031353915193371] [0.005882558541653]
Column 5
[0.273515978223629]
mu =
Columns 1 through 3
[-0.023735978588067] [1.038638543979763] [2.266577252104029]
Columns 4 through 5
[-4.048280599353050] [-0.849533444658764]
sigma2 =
Columns 1 through 4
[0.185579465243784] [0.348815886732853] [0.397999034601830] [0.374163295195316]
Column 5
[0.599187336166034]
likelihood error: 0.052066
current f = [1.1e-06 1.2e-06 1.7e-06 -3e-06]
w =
0.274117567662939
0.316369391362013
0.452493299892260
-0.787413352997290
pic =
Columns 1 through 4
[0.499610206451421] [0.189637341589927] [0.031353915193371] [0.005882558541653]
Column 5
[0.273515978223629]
mu =
Columns 1 through 3
[-0.023719618010456] [1.038590039029314] [2.266819835825380]
Columns 4 through 5
[-4.047394036290608] [-0.849576567048105]
sigma2 =
Columns 1 through 4
[0.185568151506077] [0.348807997928794] [0.398272853046080] [0.374077683196671]
Column 5
[0.599202128562932]
likelihood error: 0.00029667
current f = [1.1e-06 1.2e-06 1.7e-06 -3e-06]
w =
0.274117567662939
0.316369391362013
0.452493299892260
-0.787413352997290
pic =
Columns 1 through 4
[0.499610206451421] [0.189637341589927] [0.031353915193371] [0.005882558541653]
Column 5
[0.273515978223629]
mu =
Columns 1 through 3
[-0.023719618010456] [1.038590039029314] [2.266819835825380]
Columns 4 through 5
[-4.047394036290608] [-0.849576567048105]
sigma2 =
Columns 1 through 4
[0.185568151506077] [0.348807997928794] [0.398272853046080] [0.374077683196671]
Column 5
[0.599202128562932]
Likelihood error: 0.054073
current f = [1.4e-06 1.5e-06 2.2e-06 -3.8e-06]
w =
0.274612519927159
0.315644780955360
0.452814259841859
-0.787347186438000
pic =
Columns 1 through 4
[0.500969716086435] [0.189343174562543] [0.031187532369614] [0.005617571970869]
Column 5
[0.272882005010539]
mu =
Columns 1 through 3
[-0.024715598193906] [1.040009172780695] [2.269845561805611]
Columns 4 through 5
[-4.097630956674296] [-0.851328928271623]
sigma2 =
Columns 1 through 4
[0.186367918493214] [0.349055587175834] [0.397621466150529] [0.360619576787147]
Column 5
[0.606393707087615]
likelihood error: 0.050338
current f = [1.4e-06 1.5e-06 2.2e-06 -3.9e-06]
w =
0.274617878763104
0.315636932181037
0.452817733552212
-0.787346466109740
pic =
Columns 1 through 4
[0.500969716086435] [0.189343174562543] [0.031187532369614] [0.005617571970869]
Column 5
[0.272882005010539]
mu =
Columns 1 through 3
[-0.024700739395577] [1.039965430597261] [2.270065348610913]
Columns 4 through 5
[-4.096809974935988] [-0.851367868583360]
sigma2 =
Columns 1 through 4
[0.186358097257276] [0.349048444984274] [0.397867653685551] [0.360553436688135]
Column 5
[0.606404850609114]
likelihood error: 0.00028053
current f = [1.4e-06 1.5e-06 2.2e-06 -3.9e-06]
w =
0.274617878763104
0.315636932181037
0.452817733552212
-0.787346466109740
pic =
Columns 1 through 4
[0.500969716086435] [0.189343174562543] [0.031187532369614] [0.005617571970869]
Column 5
[0.272882005010539]
mu =
Columns 1 through 3
[-0.024700739395577] [1.039965430597261] [2.270065348610913]
Columns 4 through 5
[-4.096809974935988] [-0.851367868583360]
sigma2 =
Columns 1 through 4
[0.186358097257276] [0.349048444984274] [0.397867653685551] [0.360553436688135]
Column 5
[0.606404850609114]
Likelihood error: 0.05177
current f = [1.7e-06 1.9e-06 2.8e-06 -4.9e-06]
w =
0.275065356520176
0.314981276179851
0.453107697978117
-0.787286016496199
pic =
Columns 1 through 4
[0.502316370407404] [0.189041669187902] [0.031021370108562] [0.005368808026222]
Column 5
[0.272251782269910]
mu =
Columns 1 through 3
[-0.025684955694663] [1.041393963077298] [2.273064483296487]
Columns 4 through 5
[-4.146756970709446] [-0.852955788798643]
sigma2 =
Columns 1 through 4
[0.187175302574517] [0.349320796976269] [0.397232997100869] [0.347325479059067]
Column 5
[0.613552130387630]
likelihood error: 0.048932
current f = [1.7e-06 1.9e-06 2.8e-06 -4.9e-06]
w =
0.275070256772263
0.314974093360150
0.453110872240262
-0.787285351257979
pic =
Columns 1 through 4
[0.502316370407404] [0.189041669187902] [0.031021370108562] [0.005368808026222]
Column 5
[0.272251782269910]
mu =
Columns 1 through 3
[-0.025671453732662] [1.041354453951828] [2.273263947508215]
Columns 4 through 5
[-4.145996815079999] [-0.852990978178820]
sigma2 =
Columns 1 through 4
[0.187166749569026] [0.349314352553098] [0.397454736730655] [0.347275670519955]
Column 5
[0.613560170617107]
likelihood error: 0.00026429
current f = [1.7e-06 1.9e-06 2.8e-06 -4.9e-06]
w =
0.275070256772263
0.314974093360150
0.453110872240262
-0.787285351257979
pic =
Columns 1 through 4
[0.502316370407404] [0.189041669187902] [0.031021370108562] [0.005368808026222]
Column 5
[0.272251782269910]
mu =
Columns 1 through 3
[-0.025671453732662] [1.041354453951828] [2.273263947508215]
Columns 4 through 5
[-4.145996815079999] [-0.852990978178820]
sigma2 =
Columns 1 through 4
[0.187166749569026] [0.349314352553098] [0.397454736730655] [0.347275670519955]
Column 5
[0.613560170617107]
Likelihood error: 0.050057
current f = [2.2e-06 2.4e-06 3.6e-06 -6.2e-06]
w =
0.275476933825698
0.314377767416305
0.453374224811055
-0.787229894179038
pic =
Columns 1 through 4
[0.503648197793700] [0.188733236567863] [0.030855419609522] [0.005136569982293]
Column 5
[0.271626576046622]
mu =
Columns 1 through 3
[-0.026638160669492] [1.042794852089960] [2.276235712195788]
Columns 4 through 5
[-4.195566402789349] [-0.854410831209998]
sigma2 =
Columns 1 through 4
[0.187998202838944] [0.349609073723598] [0.396838905606537] [0.334182883210233]
Column 5
[0.620607662222226]
likelihood error: 0.047291
current f = [2.2e-06 2.4e-06 3.6e-06 -6.2e-06]
w =
0.275481441085136
0.314371155871266
0.453377142673810
-0.787229276807513
pic =
Columns 1 through 4
[0.503648197793700] [0.188733236567863] [0.030855419609522] [0.005136569982293]
Column 5
[0.271626576046622]
mu =
Columns 1 through 3
[-0.026625839013070] [1.042758978786983] [2.276417691637483]
Columns 4 through 5
[-4.194860373771218] [-0.854442769358593]
sigma2 =
Columns 1 through 4
[0.187990705663387] [0.349603256524209] [0.397039709332959] [0.334146307856036]
Column 5
[0.620613089338109]
likelihood error: 0.00024627
current f = [2.2e-06 2.4e-06 3.6e-06 -6.2e-06]
w =
0.275481441085136
0.314371155871266
0.453377142673810
-0.787229276807513
pic =
Columns 1 through 4
[0.503648197793700] [0.188733236567863] [0.030855419609522] [0.005136569982293]
Column 5
[0.271626576046622]
mu =
Columns 1 through 3
[-0.026625839013070] [1.042758978786983] [2.276417691637483]
Columns 4 through 5
[-4.194860373771218] [-0.854442769358593]
sigma2 =
Columns 1 through 4
[0.187990705663387] [0.349603256524209] [0.397039709332959] [0.334146307856036]
Column 5
[0.620613089338109]
Likelihood error: 0.048668
current f = [2.8e-06 3e-06 4.5e-06 -7.7e-06]
w =
0.275853177281825
0.313825687932263
0.453617724175598
-0.787178151495682
pic =
Columns 1 through 4
[0.504962551383753] [0.188418765989535] [0.030689707079074] [0.004923386456975]
Column 5
[0.271005589090664]
mu =
Columns 1 through 3
[-0.027568461732961] [1.044213313181926] [2.279362276209764]
Columns 4 through 5
[-4.243334271450022] [-0.855677316381679]
sigma2 =
Columns 1 through 4
[0.188832973719710] [0.349916875582146] [0.396443851777264] [0.321287165346905]
Column 5
[0.627468129982210]
likelihood error: 0.044579
current f = [2.8e-06 3e-06 4.5e-06 -7.8e-06]
w =
0.275857348898187
0.313819564684911
0.453620423204483
-0.787177575452725
pic =
Columns 1 through 4
[0.504962551383753] [0.188418765989535] [0.030689707079074] [0.004923386456975]
Column 5
[0.271005589090664]
mu =
Columns 1 through 3
[-0.027557161544591] [1.044180552061082] [2.279529271539350]
Columns 4 through 5
[-4.242676368172372] [-0.855706452176488]
sigma2 =
Columns 1 through 4
[0.188826357122944] [0.349911617346456] [0.396626779422437] [0.321261020831158]
Column 5
[0.627471372650195]
likelihood error: 0.00022351
current f = [2.8e-06 3e-06 4.5e-06 -7.8e-06]
w =
0.275857348898187
0.313819564684911
0.453620423204483
-0.787177575452725
pic =
Columns 1 through 4
[0.504962551383753] [0.188418765989535] [0.030689707079074] [0.004923386456975]
Column 5
[0.271005589090664]
mu =
Columns 1 through 3
[-0.027557161544591] [1.044180552061082] [2.279529271539350]
Columns 4 through 5
[-4.242676368172372] [-0.855706452176488]
sigma2 =
Columns 1 through 4
[0.188826357122944] [0.349911617346456] [0.396626779422437] [0.321261020831158]
Column 5
[0.627471372650195]
Likelihood error: 0.047045
current f = [3.4e-06 3.7e-06 5.6e-06 -9.6e-06]
w =
0.276197755580431
0.313319751935024
0.453840607701393
-0.787130395805121
pic =
Columns 1 through 4
[0.506255336096182] [0.188099850331880] [0.030524309038254] [0.004734000931578]
Column 5
[0.270386503602106]
mu =
Columns 1 through 3
[-0.028467143347443] [1.045650731695360] [2.282447115361889]
Columns 4 through 5
[-4.288523345798302] [-0.856725608048140]
sigma2 =
Columns 1 through 4
[0.189675586928769] [0.350239352950214] [0.396051279479340] [0.308988698621146]
Column 5
[0.633995360793689]
likelihood error: 0.039924
current f = [3.4e-06 3.7e-06 5.6e-06 -9.6e-06]
w =
0.276201623790447
0.313314070599203
0.453843109110326
-0.787129857709508
pic =
Columns 1 through 4
[0.506255336096182] [0.188099850331880] [0.030524309038254] [0.004734000931578]
Column 5
[0.270386503602106]
mu =
Columns 1 through 3
[-0.028456769095166] [1.045620759526376] [2.282600641423639]
Columns 4 through 5
[-4.287910944003702] [-0.856752229969708]
sigma2 =
Columns 1 through 4
[0.189669730852433] [0.350234609466268] [0.396218244981349] [0.308970551606034]
Column 5
[0.633996810803805]
likelihood error: 0.00019298
current f = [3.4e-06 3.7e-06 5.6e-06 -9.6e-06]
w =
0.276201623790447
0.313314070599203
0.453843109110326
-0.787129857709508
pic =
Columns 1 through 4
[0.506255336096182] [0.188099850331880] [0.030524309038254] [0.004734000931578]
Column 5
[0.270386503602106]
mu =
Columns 1 through 3
[-0.028456769095166] [1.045620759526376] [2.282600641423639]
Columns 4 through 5
[-4.287910944003702] [-0.856752229969708]
sigma2 =
Columns 1 through 4
[0.189669730852433] [0.350234609466268] [0.396218244981349] [0.308970551606034]
Column 5
[0.633996810803805]
Likelihood error: 0.044355
current f = [4.1e-06 4.5e-06 6.7e-06 -1.2e-05]
w =
0.276511144816156
0.312859343942271
0.454043215327067
-0.787086657065933
pic =
Columns 1 through 4
[0.507520424811517] [0.187778953983247] [0.030359363114550] [0.004574235328630]
Column 5
[0.269767022762056]
mu =
Columns 1 through 3
[-0.029322508368233] [1.047108758458982] [2.285491711766805]
Columns 4 through 5
[-4.328913932839392] [-0.857523581296499]
sigma2 =
Columns 1 through 4
[0.190521299121873] [0.350570268462455] [0.395662994265528] [0.297872623229775]
Column 5
[0.640016397625192]
likelihood error: 0.033059
current f = [4.2e-06 4.5e-06 6.7e-06 -1.2e-05]
w =
0.276514704667258
0.312854112619823
0.454045516230356
-0.787086158557201
pic =
Columns 1 through 4
[0.507520424811517] [0.187778953983247] [0.030359363114550] [0.004574235328630]
Column 5
[0.269767022762056]
mu =
Columns 1 through 3
[-0.029313057817282] [1.047081532660998] [2.285631868065375]
Columns 4 through 5
[-4.328349654657242] [-0.857547745806605]
sigma2 =
Columns 1 through 4
[0.190516145268752] [0.350566032769293] [0.395814335238468] [0.297860388268093]
Column 5
[0.640016451802568]
likelihood error: 0.00015421
current f = [4.2e-06 4.5e-06 6.7e-06 -1.2e-05]
w =
0.276514704667258
0.312854112619823
0.454045516230356
-0.787086158557201
pic =
Columns 1 through 4
[0.507520424811517] [0.187778953983247] [0.030359363114550] [0.004574235328630]
Column 5
[0.269767022762056]
mu =
Columns 1 through 3
[-0.029313057817282] [1.047081532660998] [2.285631868065375]
Columns 4 through 5
[-4.328349654657242] [-0.857547745806605]
sigma2 =
Columns 1 through 4
[0.190516145268752] [0.350566032769293] [0.395814335238468] [0.297860388268093]
Column 5
[0.640016451802568]
Likelihood error: 0.039731
current f = [4.9e-06 5.2e-06 7.9e-06 -1.4e-05]
w =
0.276790835252205
0.312448229335001
0.454223954456344
-0.787047375418704
pic =
Columns 1 through 4
[0.508749848995895] [0.187459330784954] [0.030195061207869] [0.004448496205775]
Column 5
[0.269147262805507]
mu =
Columns 1 through 3
[-0.030119829846282] [1.048589449696671] [2.288495271852217]
Columns 4 through 5
[-4.362284368194429] [-0.858057746076199]
sigma2 =
Columns 1 through 4
[0.191364266490722] [0.350902333861227] [0.395278998381965] [0.288576040407009]
Column 5
[0.645364561183816]
likelihood error: 0.02498
current f = [4.9e-06 5.2e-06 7.9e-06 -1.4e-05]
w =
0.276794045730845
0.312443509106720
0.454226028655031
-0.787046923170292
pic =
Columns 1 through 4
[0.508749848995895] [0.187459330784954] [0.030195061207869] [0.004448496205775]
Column 5
[0.269147262805507]
mu =
Columns 1 through 3
[-0.030111388761551] [1.048565187371797] [2.288620819513309]
Columns 4 through 5
[-4.361775808886078] [-0.858079289120438]
sigma2 =
Columns 1 through 4
[0.191359806521204] [0.350898632728255] [0.395413605918659] [0.288567964740471]
Column 5
[0.645363646331297]
likelihood error: 0.00011167
current f = [4.9e-06 5.2e-06 7.9e-06 -1.4e-05]
w =
0.276794045730845
0.312443509106720
0.454226028655031
-0.787046923170292
pic =
Columns 1 through 4
[0.508749848995895] [0.187459330784954] [0.030195061207869] [0.004448496205775]
Column 5
[0.269147262805507]
mu =
Columns 1 through 3
[-0.030111388761551] [1.048565187371797] [2.288620819513309]
Columns 4 through 5
[-4.361775808886078] [-0.858079289120438]
sigma2 =
Columns 1 through 4
[0.191359806521204] [0.350898632728255] [0.395413605918659] [0.288567964740471]
Column 5
[0.645363646331297]
Likelihood error: 0.032905
current f = [5.5e-06 5.9e-06 8.9e-06 -1.5e-05]
w =
0.277032977783599
0.312092142527440
0.454380367095669
-0.787013179466894
pic =
Columns 1 through 4
[0.509935283057437] [0.187144520339411] [0.030031613149326] [0.004357077792174]
Column 5
[0.268531505661652]
mu =
Columns 1 through 3
[-0.030843171743228] [1.050094982392593] [2.291455106393106]
Columns 4 through 5
[-4.387436750225681] [-0.858353882586249]
sigma2 =
Columns 1 through 4
[0.192197366328621] [0.351228181086280] [0.394897775921497] [0.281485027595536]
Column 5
[0.649936509543336]
likelihood error: 0.017572
current f = [5.5e-06 5.9e-06 8.9e-06 -1.5e-05]
w =
0.277035781179658
0.312088019059766
0.454382177617934
-0.787012782547170
pic =
Columns 1 through 4
[0.509935283057437] [0.187144520339411] [0.030031613149326] [0.004357077792174]
Column 5
[0.268531505661652]
mu =
Columns 1 through 3
[-0.030835864001113] [1.050074013562256] [2.291564195432405]
Columns 4 through 5
[-4.386993421675593] [-0.858372535780953]
sigma2 =
Columns 1 through 4
[0.192193611564007] [0.351225052493300] [0.395013913593237] [0.281479724681590]
Column 5
[0.649935056773846]
likelihood error: 7.3017e-05
current f = [5.5e-06 5.9e-06 8.9e-06 -1.5e-05]
w =
0.277035781179658
0.312088019059766
0.454382177617934
-0.787012782547170
pic =
Columns 1 through 4
[0.509935283057437] [0.187144520339411] [0.030031613149326] [0.004357077792174]
Column 5
[0.268531505661652]
mu =
Columns 1 through 3
[-0.030835864001113] [1.050074013562256] [2.291564195432405]
Columns 4 through 5
[-4.386993421675593] [-0.858372535780953]
sigma2 =
Columns 1 through 4
[0.192193611564007] [0.351225052493300] [0.395013913593237] [0.281479724681590]
Column 5
[0.649935056773846]
Likelihood error: 0.024868
current f = [6e-06 6.4e-06 9.7e-06 -1.7e-05]
w =
0.277234715551161
0.311795357531310
0.454510635721257
-0.786984556264416
pic =
Columns 1 through 4
[0.511070479409957] [0.186837536010799] [0.029869189075126] [0.004295460261863]
Column 5
[0.267927335242254]
mu =
Columns 1 through 3
[-0.031478950240765] [1.051627010146547] [2.294368308376028]
Columns 4 through 5
[-4.404771119597187] [-0.858478049318861]
sigma2 =
Columns 1 through 4
[0.193012539445779] [0.351541688610609] [0.394517108385644] [0.276542205801767]
Column 5
[0.653725943824689]
likelihood error: 0.012188
current f = [6e-06 6.4e-06 9.7e-06 -1.7e-05]
w =
0.277237066488441
0.311791898350574
0.454512153561552
-0.786984221997338
pic =
Columns 1 through 4
[0.511070479409957] [0.186837536010799] [0.029869189075126] [0.004295460261863]
Column 5
[0.267927335242254]
mu =
Columns 1 through 3
[-0.031472866703965] [1.051609573530288] [2.294459524654630]
Columns 4 through 5
[-4.404400078762007] [-0.858493608680886]
sigma2 =
Columns 1 through 4
[0.193009486490219] [0.351539151768354] [0.394613539556747] [0.276538683847473]
Column 5
[0.653724323746581]
likelihood error: 4.3862e-05
current f = [6e-06 6.4e-06 9.7e-06 -1.7e-05]
w =
0.277237066488441
0.311791898350574
0.454512153561552
-0.786984221997338
pic =
Columns 1 through 4
[0.511070479409957] [0.186837536010799] [0.029869189075126] [0.004295460261863]
Column 5
[0.267927335242254]
mu =
Columns 1 through 3
[-0.031472866703965] [1.051609573530288] [2.294459524654630]
Columns 4 through 5
[-4.404400078762007] [-0.858493608680886]
sigma2 =
Columns 1 through 4
[0.193009486490219] [0.351539151768354] [0.394613539556747] [0.276538683847473]
Column 5
[0.653724323746581]
Likelihood error: 0.017499
current f = [6.3e-06 6.7e-06 1e-05 -1.7e-05]
w =
0.277395787482807
0.311558321890241
0.454614616047382
-0.786961615730410
pic =
Columns 1 through 4
[0.512153173052064] [0.186540226896802] [0.029707874937904] [0.004256298237310]
Column 5
[0.267342426875920]
mu =
Columns 1 through 3
[-0.032019464475632] [1.053186129318309] [2.297233738175031]
Columns 4 through 5
[-4.415891144333999] [-0.858513954378187]
sigma2 =
Columns 1 through 4
[0.193801756537346] [0.351838828163591] [0.394135103600168] [0.273335369927494]
Column 5
[0.656809060436836]
likelihood error: 0.0088774
current f = [6.3e-06 6.7e-06 1e-05 -1.7e-05]
w =
0.277397673490305
0.311555546023299
0.454615833413178
-0.786961346666466
pic =
Columns 1 through 4
[0.512153173052064] [0.186540226896802] [0.029707874937904] [0.004256298237310]
Column 5
[0.267342426875920]
mu =
Columns 1 through 3
[-0.032014614382654] [1.053172234974268] [2.297306833983972]
Columns 4 through 5
[-4.415594048637597] [-0.858526400917638]
sigma2 =
Columns 1 through 4
[0.193799368204539] [0.351836864702494] [0.394211844281416] [0.273332990150043]
Column 5
[0.656807531973897]
likelihood error: 2.4934e-05
current f = [6.3e-06 6.7e-06 1e-05 -1.7e-05]
w =
0.277397673490305
0.311555546023299
0.454615833413178
-0.786961346666466
pic =
Columns 1 through 4
[0.512153173052064] [0.186540226896802] [0.029707874937904] [0.004256298237310]
Column 5
[0.267342426875920]
mu =
Columns 1 through 3
[-0.032014614382654] [1.053172234974268] [2.297306833983972]
Columns 4 through 5
[-4.415594048637597] [-0.858526400917638]
sigma2 =
Columns 1 through 4
[0.193799368204539] [0.351836864702494] [0.394211844281416] [0.273332990150043]
Column 5
[0.656807531973897]
Likelihood error: 0.012144
current f = [6.5e-06 6.9e-06 1.1e-05 -1.8e-05]
w =
0.277518685575606
0.311377418015976
0.454693935801815
-0.786944059975043
pic =
Columns 1 through 4
[0.513185172760072] [0.186253219297552] [0.029547669928581] [0.004232229033671]
Column 5
[0.266781708980124]
mu =
Columns 1 through 3
[-0.032464313335493] [1.054771840233930] [2.300053033681024]
Columns 4 through 5
[-4.422716697892577] [-0.858535703520981]
sigma2 =
Columns 1 through 4
[0.194558256969129] [0.352117464515624] [0.393750864466910] [0.271344089383445]
Column 5
[0.659300973496288]
likelihood error: 0.0069691
current f = [6.5e-06 6.9e-06 1.1e-05 -1.8e-05]
w =
0.277520129477673
0.311375292390110
0.454694867624915
-0.786943853455873
pic =
Columns 1 through 4
[0.513185172760072] [0.186253219297552] [0.029547669928581] [0.004232229033671]
Column 5
[0.266781708980124]
mu =
Columns 1 through 3
[-0.032460620313235] [1.054761259635622] [2.300109011408209]
Columns 4 through 5
[-4.422489637034207] [-0.858545220610735]
sigma2 =
Columns 1 through 4
[0.194556464454813] [0.352116019228487] [0.393809233581238] [0.271342467484111]
Column 5
[0.659299678826474]
likelihood error: 1.3779e-05
current f = [6.5e-06 6.9e-06 1.1e-05 -1.8e-05]
w =
0.277520129477673
0.311375292390110
0.454694867624915
-0.786943853455873
pic =
Columns 1 through 4
[0.513185172760072] [0.186253219297552] [0.029547669928581] [0.004232229033671]
Column 5
[0.266781708980124]
mu =
Columns 1 through 3
[-0.032460620313235] [1.054761259635622] [2.300109011408209]
Columns 4 through 5
[-4.422489637034207] [-0.858545220610735]
sigma2 =
Columns 1 through 4
[0.194556464454813] [0.352116019228487] [0.393809233581238] [0.271342467484111]
Column 5
[0.659299678826474]
Likelihood error: 0.0088525
current f = [6.7e-06 7.1e-06 1.1e-05 -1.8e-05]
w =
0.277607799399368
0.311246219415910
0.454751441412234
-0.786931302005231
pic =
Columns 1 through 4
[0.514170941737220] [0.185976323817508] [0.029388517940926] [0.004217531328369]
Column 5
[0.266246685175978]
mu =
Columns 1 through 3
[-0.032819284204251] [1.056382841424989] [2.302830373070545]
Columns 4 through 5
[-4.426849226286583] [-0.858593936934566]
sigma2 =
Columns 1 through 4
[0.195277451459806] [0.352376488821801] [0.393364500006807] [0.270124889739535]
Column 5
[0.661317564120370]
likelihood error: 0.0058302
current f = [6.7e-06 7.1e-06 1.1e-05 -1.8e-05]
w =
0.277608848799039
0.311244674310699
0.454752118550299
-0.786931151633204
pic =
Columns 1 through 4
[0.514170941737220] [0.185976323817508] [0.029388517940926] [0.004217531328369]
Column 5
[0.266246685175978]
mu =
Columns 1 through 3
[-0.032816613315486] [1.056375184468238] [2.302871110226193]
Columns 4 through 5
[-4.426684458796490] [-0.858600851612956]
sigma2 =
Columns 1 through 4
[0.195276168404711] [0.352375483346286] [0.393406693501031] [0.270123796250032]
Column 5
[0.661316556881260]
likelihood error: 7.4929e-06
current f = [6.7e-06 7.1e-06 1.1e-05 -1.8e-05]
w =
0.277608848799039
0.311244674310699
0.454752118550299
-0.786931151633204
pic =
Columns 1 through 4
[0.514170941737220] [0.185976323817508] [0.029388517940926] [0.004217531328369]
Column 5
[0.266246685175978]
mu =
Columns 1 through 3
[-0.032816613315486] [1.056375184468238] [2.302871110226193]
Columns 4 through 5
[-4.426684458796490] [-0.858600851612956]
sigma2 =
Columns 1 through 4
[0.195276168404711] [0.352375483346286] [0.393406693501031] [0.270123796250032]
Column 5
[0.661316556881260]
Likelihood error: 0.0069553
current f = [6.7e-06 7.1e-06 1.1e-05 -1.9e-05]
w =
0.277668345395011
0.311157068242653
0.454790507536232
-0.786922620389144
pic =
Columns 1 through 4
[0.515115915989794] [0.185709005240392] [0.029230345278232] [0.004208391995652]
Column 5
[0.265736341495931]
mu =
Columns 1 through 3
[-0.033093941679490] [1.058017289081266] [2.305571626221731]
Columns 4 through 5
[-4.429390054096286] [-0.858716128731349]
sigma2 =
Columns 1 through 4
[0.195957144699167] [0.352615065295020] [0.392976667800770] [0.269368832656941]
Column 5
[0.662956916805069]
likelihood error: 0.005091
current f = [6.7e-06 7.1e-06 1.1e-05 -1.9e-05]
w =
0.277669059341029
0.311156016937667
0.454790968175871
-0.786922517956954
pic =
Columns 1 through 4
[0.515115915989794] [0.185709005240392] [0.029230345278232] [0.004208391995652]
Column 5
[0.265736341495931]
mu =
Columns 1 through 3
[-0.033092132792297] [1.058012097755631] [2.305599398027773]
Columns 4 through 5
[-4.429278115037611] [-0.858720833809815]
sigma2 =
Columns 1 through 4
[0.195956281642900] [0.352614413834464] [0.393005243542707] [0.269368123551816]
Column 5
[0.662956196885077]
likelihood error: 3.9701e-06
current f = [6.7e-06 7.1e-06 1.1e-05 -1.9e-05]
w =
0.277669059341029
0.311156016937667
0.454790968175871
-0.786922517956954
pic =
Columns 1 through 4
[0.515115915989794] [0.185709005240392] [0.029230345278232] [0.004208391995652]
Column 5
[0.265736341495931]
mu =
Columns 1 through 3
[-0.033092132792297] [1.058012097755631] [2.305599398027773]
Columns 4 through 5
[-4.429278115037611] [-0.858720833809815]
sigma2 =
Columns 1 through 4
[0.195956281642900] [0.352614413834464] [0.393005243542707] [0.269368123551816]
Column 5
[0.662956196885077]
Likelihood error: 0.0058227
current f = [2.8e-13 -2.8e-13 1.4e-13 3.6e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.194829507120704] [0.203272875510146] [0.196649357348524] [0.193908603351547]
Column 5
[0.211339656669080]
mu =
Columns 1 through 3
[-0.015369741511148] [1.357451572030122] [-0.720523184437328]
Columns 4 through 5
[-1.401824626807232] [0.665173037021150]
sigma2 =
Columns 1 through 4
[0.065355741463262] [0.060348379883020] [0.066452078416639] [0.062700865951008]
Column 5
[0.069185075003851]
likelihood error: 50.3533
current f = [2.6e-13 -3.4e-13 1.6e-13 3.2e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.194829507120704] [0.203272875510146] [0.196649357348524] [0.193908603351547]
Column 5
[0.211339656669080]
mu =
Columns 1 through 3
[-0.015369741511148] [1.357451572030123] [-0.720523184437328]
Columns 4 through 5
[-1.401824626807232] [0.665173037021150]
sigma2 =
Columns 1 through 4
[0.065355741463262] [0.060348379883020] [0.066452078416639] [0.062700865951008]
Column 5
[0.069185075003851]
likelihood error: 1.1369e-13
current f = [2.6e-13 -3.4e-13 1.6e-13 3.2e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.194829507120704] [0.203272875510146] [0.196649357348524] [0.193908603351547]
Column 5
[0.211339656669080]
mu =
Columns 1 through 3
[-0.015369741511148] [1.357451572030123] [-0.720523184437328]
Columns 4 through 5
[-1.401824626807232] [0.665173037021150]
sigma2 =
Columns 1 through 4
[0.065355741463262] [0.060348379883020] [0.066452078416639] [0.062700865951008]
Column 5
[0.069185075003851]
current f = [3.1e-13 -4e-13 2e-13 4.6e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.194768515284275] [0.203953827171039] [0.197309883682806] [0.193428208692038]
Column 5
[0.210539565169842]
mu =
Columns 1 through 3
[-0.012533043905511] [1.344353608289546] [-0.720795641166084]
Columns 4 through 5
[-1.389571037181114] [0.661429528546272]
sigma2 =
Columns 1 through 4
[0.083763390121870] [0.067644220867343] [0.083883489019831] [0.070531059089765]
Column 5
[0.086634670838108]
likelihood error: 9.7085
current f = [2.8e-14 0 0 1.1e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.194768515284275] [0.203953827171039] [0.197309883682806] [0.193428208692038]
Column 5
[0.210539565169842]
mu =
Columns 1 through 3
[-0.012533043905511] [1.344353608289546] [-0.720795641166084]
Columns 4 through 5
[-1.389571037181114] [0.661429528546272]
sigma2 =
Columns 1 through 4
[0.083763390121870] [0.067644220867343] [0.083883489019831] [0.070531059089765]
Column 5
[0.086634670838108]
likelihood error: 2.2737e-13
current f = [2.8e-14 0 0 1.1e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.194768515284275] [0.203953827171039] [0.197309883682806] [0.193428208692038]
Column 5
[0.210539565169842]
mu =
Columns 1 through 3
[-0.012533043905511] [1.344353608289546] [-0.720795641166084]
Columns 4 through 5
[-1.389571037181114] [0.661429528546272]
sigma2 =
Columns 1 through 4
[0.083763390121870] [0.067644220867343] [0.083883489019831] [0.070531059089765]
Column 5
[0.086634670838108]
Likelihood error: 50.3533
current f = [0 0 -2.8e-14 7.1e-15]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.194873851083839] [0.204165947713430] [0.197803096247275] [0.192956234339013]
Column 5
[0.210200870616444]
mu =
Columns 1 through 3
[-0.009996648077669] [1.335507056935058] [-0.719829084656127]
Columns 4 through 5
[-1.380967864226123] [0.657150302063843]
sigma2 =
Columns 1 through 4
[0.099530305364879] [0.072142654750694] [0.097909984128378] [0.075368811823066]
Column 5
[0.100863087560444]
likelihood error: 4.4791
current f = [0 0 -2.8e-14 7.1e-15]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.194873851083839] [0.204165947713430] [0.197803096247275] [0.192956234339013]
Column 5
[0.210200870616444]
mu =
Columns 1 through 3
[-0.009996648077669] [1.335507056935058] [-0.719829084656127]
Columns 4 through 5
[-1.380967864226123] [0.657150302063843]
sigma2 =
Columns 1 through 4
[0.099530305364879] [0.072142654750694] [0.097909984128378] [0.075368811823066]
Column 5
[0.100863087560444]
likelihood error: 0
current f = [0 0 -2.8e-14 7.1e-15]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.194873851083839] [0.204165947713430] [0.197803096247275] [0.192956234339013]
Column 5
[0.210200870616444]
mu =
Columns 1 through 3
[-0.009996648077669] [1.335507056935058] [-0.719829084656127]
Columns 4 through 5
[-1.380967864226123] [0.657150302063843]
sigma2 =
Columns 1 through 4
[0.099530305364879] [0.072142654750694] [0.097909984128378] [0.075368811823066]
Column 5
[0.100863087560444]
Likelihood error: 9.7085
current f = [-1.7e-13 2.3e-13 -1.1e-13 -2.1e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.195006181679919] [0.204155053435848] [0.198235473548371] [0.192496002207128]
Column 5
[0.210107289128736]
mu =
Columns 1 through 3
[-0.007643089147119] [1.328666064346879] [-0.718306762186418]
Columns 4 through 5
[-1.374037506453522] [0.652651935722695]
sigma2 =
Columns 1 through 4
[0.113987606653380] [0.075369233105804] [0.110224423458349] [0.078870308769168]
Column 5
[0.113397487256846]
likelihood error: 2.6929
current f = [-7.1e-13 1e-12 -4.5e-13 -9.9e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.195006181679919] [0.204155053435848] [0.198235473548371] [0.192496002207128]
Column 5
[0.210107289128736]
mu =
Columns 1 through 3
[-0.007643089147119] [1.328666064346879] [-0.718306762186418]
Columns 4 through 5
[-1.374037506453522] [0.652651935722695]
sigma2 =
Columns 1 through 4
[0.113987606653381] [0.075369233105804] [0.110224423458349] [0.078870308769168]
Column 5
[0.113397487256846]
likelihood error: 1.1369e-13
current f = [-7.1e-13 1e-12 -4.5e-13 -9.9e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.195006181679919] [0.204155053435848] [0.198235473548371] [0.192496002207128]
Column 5
[0.210107289128736]
mu =
Columns 1 through 3
[-0.007643089147119] [1.328666064346879] [-0.718306762186418]
Columns 4 through 5
[-1.374037506453522] [0.652651935722695]
sigma2 =
Columns 1 through 4
[0.113987606653381] [0.075369233105804] [0.110224423458349] [0.078870308769168]
Column 5
[0.113397487256846]
Likelihood error: 4.4791
current f = [6.8e-13 -1.1e-12 4.3e-13 1.1e-13]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.195151345628826] [0.204019042268459] [0.198637899734521] [0.192040517794082]
Column 5
[0.210151194574113]
mu =
Columns 1 through 3
[-0.005408372190441] [1.323034404460061] [-0.716507465822425]
Columns 4 through 5
[-1.368086603699905] [0.648031524857870]
sigma2 =
Columns 1 through 4
[0.127594257803202] [0.077868458818580] [0.121446101042302] [0.081635868315162]
Column 5
[0.124783404809282]
likelihood error: 1.8248
current f = [1.1e-13 -2.3e-13 5.7e-14 2.1e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.195151345628826] [0.204019042268459] [0.198637899734521] [0.192040517794082]
Column 5
[0.210151194574113]
mu =
Columns 1 through 3
[-0.005408372190441] [1.323034404460061] [-0.716507465822425]
Columns 4 through 5
[-1.368086603699906] [0.648031524857870]
sigma2 =
Columns 1 through 4
[0.127594257803202] [0.077868458818580] [0.121446101042302] [0.081635868315162]
Column 5
[0.124783404809282]
likelihood error: 1.1369e-13
current f = [1.1e-13 -2.3e-13 5.7e-14 2.1e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.195151345628826] [0.204019042268459] [0.198637899734521] [0.192040517794082]
Column 5
[0.210151194574113]
mu =
Columns 1 through 3
[-0.005408372190441] [1.323034404460061] [-0.716507465822425]
Columns 4 through 5
[-1.368086603699906] [0.648031524857870]
sigma2 =
Columns 1 through 4
[0.127594257803202] [0.077868458818580] [0.121446101042302] [0.081635868315162]
Column 5
[0.124783404809282]
Likelihood error: 2.6929
current f = [-8.2e-13 1.3e-12 -4.8e-13 -1.1e-13]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.195310541395388] [0.203811525250061] [0.199012066234497] [0.191594058759770]
Column 5
[0.210271808360283]
mu =
Columns 1 through 3
[-0.003270699128435] [1.318251141224206] [-0.714567242767910]
Columns 4 through 5
[-1.362803461961731] [0.643340347121502]
sigma2 =
Columns 1 through 4
[0.140508780928577] [0.079891509235131] [0.131830922615344] [0.083936716931802]
Column 5
[0.135236798566195]
likelihood error: 1.314
current f = [-6.3e-13 8e-13 -3.7e-13 -7.8e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.195310541395388] [0.203811525250061] [0.199012066234497] [0.191594058759770]
Column 5
[0.210271808360283]
mu =
Columns 1 through 3
[-0.003270699128435] [1.318251141224206] [-0.714567242767910]
Columns 4 through 5
[-1.362803461961731] [0.643340347121502]
sigma2 =
Columns 1 through 4
[0.140508780928577] [0.079891509235131] [0.131830922615344] [0.083936716931802]
Column 5
[0.135236798566195]
likelihood error: 1.1369e-13
current f = [-6.3e-13 8e-13 -3.7e-13 -7.8e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.195310541395388] [0.203811525250061] [0.199012066234497] [0.191594058759770]
Column 5
[0.210271808360283]
mu =
Columns 1 through 3
[-0.003270699128435] [1.318251141224206] [-0.714567242767910]
Columns 4 through 5
[-1.362803461961731] [0.643340347121502]
sigma2 =
Columns 1 through 4
[0.140508780928577] [0.079891509235131] [0.131830922615344] [0.083936716931802]
Column 5
[0.135236798566195]
Likelihood error: 1.8248
current f = [-1.4e-13 2.3e-13 -5.7e-14 -1.4e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.195482035796806] [0.203569090398043] [0.199350522140168] [0.191167606726291]
Column 5
[0.210430744938691]
mu =
Columns 1 through 3
[-0.001226764725281] [1.314122668618094] [-0.712554524114687]
Columns 4 through 5
[-1.358027217341184] [0.638612696462393]
sigma2 =
Columns 1 through 4
[0.152771617410371] [0.081573470471814] [0.141484993658067] [0.085913421847664]
Column 5
[0.144844990338158]
likelihood error: 0.97756
current f = [-4.8e-13 6.8e-13 -3.1e-13 -6.4e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.195482035796806] [0.203569090398043] [0.199350522140168] [0.191167606726291]
Column 5
[0.210430744938691]
mu =
Columns 1 through 3
[-0.001226764725281] [1.314122668618094] [-0.712554524114687]
Columns 4 through 5
[-1.358027217341184] [0.638612696462393]
sigma2 =
Columns 1 through 4
[0.152771617410371] [0.081573470471814] [0.141484993658067] [0.085913421847664]
Column 5
[0.144844990338158]
likelihood error: 0
current f = [-4.8e-13 6.8e-13 -3.1e-13 -6.4e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.195482035796806] [0.203569090398043] [0.199350522140168] [0.191167606726291]
Column 5
[0.210430744938691]
mu =
Columns 1 through 3
[-0.001226764725281] [1.314122668618094] [-0.712554524114687]
Columns 4 through 5
[-1.358027217341184] [0.638612696462393]
sigma2 =
Columns 1 through 4
[0.152771617410371] [0.081573470471814] [0.141484993658067] [0.085913421847664]
Column 5
[0.144844990338158]
Likelihood error: 1.314
current f = [-1.4e-13 1.7e-13 -1.1e-13 -3.6e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.195659791428194] [0.203319362148356] [0.199643816101059] [0.190774795142925]
Column 5
[0.210602235179466]
mu =
Columns 1 through 3
[7.213245199027658e-04] [1.310529157622935] [-0.710500034594214]
Columns 4 through 5
[-1.353666286977668] [0.633872769816620]
sigma2 =
Columns 1 through 4
[0.164382026722470] [0.082995488681113] [0.150449763903600] [0.087646295274690]
Column 5
[0.153646970860870]
likelihood error: 0.74101
current f = [3.4e-13 -5.1e-13 2e-13 5e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.195659791428194] [0.203319362148356] [0.199643816101059] [0.190774795142925]
Column 5
[0.210602235179466]
mu =
Columns 1 through 3
[7.213245199027662e-04] [1.310529157622935] [-0.710500034594213]
Columns 4 through 5
[-1.353666286977668] [0.633872769816620]
sigma2 =
Columns 1 through 4
[0.164382026722470] [0.082995488681113] [0.150449763903600] [0.087646295274690]
Column 5
[0.153646970860870]
likelihood error: 1.1369e-13
current f = [3.4e-13 -5.1e-13 2e-13 5e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.195659791428194] [0.203319362148356] [0.199643816101059] [0.190774795142925]
Column 5
[0.210602235179466]
mu =
Columns 1 through 3
[7.213245199027662e-04] [1.310529157622935] [-0.710500034594213]
Columns 4 through 5
[-1.353666286977668] [0.633872769816620]
sigma2 =
Columns 1 through 4
[0.164382026722470] [0.082995488681113] [0.150449763903600] [0.087646295274690]
Column 5
[0.153646970860870]
Likelihood error: 0.97756
current f = [2.8e-14 0 0 0]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.195835438439678] [0.203083499406771] [0.199883289903920] [0.190429091529649]
Column 5
[0.210768680719981]
mu =
Columns 1 through 3
[0.002572188745331] [1.307386660627935] [-0.708412533173395]
Columns 4 through 5
[-1.349663965366716] [0.629137537395974]
sigma2 =
Columns 1 through 4
[0.175332754048045] [0.084210707265968] [0.158741518277086] [0.089184813535113]
Column 5
[0.161668915734653]
likelihood error: 0.56835
current f = [6.3e-13 -8.5e-13 3.7e-13 8.5e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.195835438439678] [0.203083499406771] [0.199883289903920] [0.190429091529649]
Column 5
[0.210768680719981]
mu =
Columns 1 through 3
[0.002572188745331] [1.307386660627935] [-0.708412533173395]
Columns 4 through 5
[-1.349663965366716] [0.629137537395974]
sigma2 =
Columns 1 through 4
[0.175332754048045] [0.084210707265968] [0.158741518277086] [0.089184813535113]
Column 5
[0.161668915734653]
likelihood error: 0
current f = [6.3e-13 -8.5e-13 3.7e-13 8.5e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.195835438439678] [0.203083499406771] [0.199883289903920] [0.190429091529649]
Column 5
[0.210768680719981]
mu =
Columns 1 through 3
[0.002572188745331] [1.307386660627935] [-0.708412533173395]
Columns 4 through 5
[-1.349663965366716] [0.629137537395974]
sigma2 =
Columns 1 through 4
[0.175332754048045] [0.084210707265968] [0.158741518277086] [0.089184813535113]
Column 5
[0.161668915734653]
Likelihood error: 0.74101
current f = [4e-13 -6.3e-13 2.6e-13 6.4e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.196000272520345] [0.202877090107338] [0.200062301105491] [0.190141966255992]
Column 5
[0.210918370010834]
mu =
Columns 1 through 3
[0.004327318650404] [1.304630547785772] [-0.706288907380844]
Columns 4 through 5
[-1.345982141242068] [0.624418974552227]
sigma2 =
Columns 1 through 4
[0.185624013681571] [0.085256474924102] [0.166370674556173] [0.090561496169908]
Column 5
[0.168939253888515]
likelihood error: 0.43963
current f = [-6.5e-13 9.7e-13 -4e-13 -9.2e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.196000272520345] [0.202877090107338] [0.200062301105491] [0.190141966255992]
Column 5
[0.210918370010834]
mu =
Columns 1 through 3
[0.004327318650404] [1.304630547785772] [-0.706288907380844]
Columns 4 through 5
[-1.345982141242068] [0.624418974552227]
sigma2 =
Columns 1 through 4
[0.185624013681571] [0.085256474924102] [0.166370674556173] [0.090561496169908]
Column 5
[0.168939253888515]
likelihood error: 0
current f = [-6.5e-13 9.7e-13 -4e-13 -9.2e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.196000272520345] [0.202877090107338] [0.200062301105491] [0.190141966255992]
Column 5
[0.210918370010834]
mu =
Columns 1 through 3
[0.004327318650404] [1.304630547785772] [-0.706288907380844]
Columns 4 through 5
[-1.345982141242068] [0.624418974552227]
sigma2 =
Columns 1 through 4
[0.185624013681571] [0.085256474924102] [0.166370674556173] [0.090561496169908]
Column 5
[0.168939253888515]
Likelihood error: 0.56835
current f = [-8.5e-14 1.1e-13 -2.8e-14 -7.1e-15]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.196146546801214] [0.202710752229707] [0.200176721862723] [0.189921896238175]
Column 5
[0.211044082868181]
mu =
Columns 1 through 3
[0.005991109837935] [1.302207894712888] [-0.704121093539102]
Columns 4 through 5
[-1.342592863353409] [0.619726068730120]
sigma2 =
Columns 1 through 4
[0.195267054336654] [0.086160623745820] [0.173350841735079] [0.091799088336497]
Column 5
[0.175493627062223]
likelihood error: 0.34251
current f = [2.8e-14 0 0 0]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.196146546801214] [0.202710752229707] [0.200176721862723] [0.189921896238175]
Column 5
[0.211044082868181]
mu =
Columns 1 through 3
[0.005991109837935] [1.302207894712888] [-0.704121093539102]
Columns 4 through 5
[-1.342592863353409] [0.619726068730120]
sigma2 =
Columns 1 through 4
[0.195267054336654] [0.086160623745820] [0.173350841735079] [0.091799088336497]
Column 5
[0.175493627062223]
likelihood error: 0
current f = [2.8e-14 0 0 0]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.196146546801214] [0.202710752229707] [0.200176721862723] [0.189921896238175]
Column 5
[0.211044082868181]
mu =
Columns 1 through 3
[0.005991109837935] [1.302207894712888] [-0.704121093539102]
Columns 4 through 5
[-1.342592863353409] [0.619726068730120]
sigma2 =
Columns 1 through 4
[0.195267054336654] [0.086160623745820] [0.173350841735079] [0.091799088336497]
Column 5
[0.175493627062223]
Likelihood error: 0.43963
current f = [-8.5e-14 5.7e-14 -5.7e-14 0]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.196268085539410] [0.202590813687085] [0.200225004023947] [0.189774037833042]
Column 5
[0.211142058916516]
mu =
Columns 1 through 3
[0.007569993565067] [1.300073781264425] [-0.701900626512468]
Columns 4 through 5
[-1.339473667059724] [0.615066425577453]
sigma2 =
Columns 1 through 4
[0.204283004540727] [0.086944911226841] [0.179702341436202] [0.092914530345179]
Column 5
[0.181375009170814]
likelihood error: 0.26869
current f = [-2e-13 2.8e-13 -8.5e-14 -2.8e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.196268085539410] [0.202590813687085] [0.200225004023947] [0.189774037833042]
Column 5
[0.211142058916516]
mu =
Columns 1 through 3
[0.007569993565067] [1.300073781264425] [-0.701900626512468]
Columns 4 through 5
[-1.339473667059724] [0.615066425577453]
sigma2 =
Columns 1 through 4
[0.204283004540727] [0.086944911226841] [0.179702341436201] [0.092914530345179]
Column 5
[0.181375009170814]
likelihood error: 0
current f = [-2e-13 2.8e-13 -8.5e-14 -2.8e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.196268085539410] [0.202590813687085] [0.200225004023947] [0.189774037833042]
Column 5
[0.211142058916516]
mu =
Columns 1 through 3
[0.007569993565067] [1.300073781264425] [-0.701900626512468]
Columns 4 through 5
[-1.339473667059724] [0.615066425577453]
sigma2 =
Columns 1 through 4
[0.204283004540727] [0.086944911226841] [0.179702341436201] [0.092914530345179]
Column 5
[0.181375009170814]
Likelihood error: 0.34251
current f = [1.4e-13 -1.7e-13 2.8e-14 1.4e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.196360430099876] [0.202520094499570] [0.200207959660740] [0.189700375695411]
Column 5
[0.211211140044402]
mu =
Columns 1 through 3
[0.009071376410465] [1.298189344170511] [-0.699621284932138]
Columns 4 through 5
[-1.336604908980756] [0.610447338559705]
sigma2 =
Columns 1 through 4
[0.212700106777313] [0.087626994314178] [0.185452723568420] [0.093921239747498]
Column 5
[0.186631827461645]
likelihood error: 0.21231
current f = [8.5e-14 -5.7e-14 0 7.1e-15]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.196360430099876] [0.202520094499570] [0.200207959660740] [0.189700375695411]
Column 5
[0.211211140044402]
mu =
Columns 1 through 3
[0.009071376410465] [1.298189344170511] [-0.699621284932138]
Columns 4 through 5
[-1.336604908980756] [0.610447338559705]
sigma2 =
Columns 1 through 4
[0.212700106777313] [0.087626994314178] [0.185452723568420] [0.093921239747498]
Column 5
[0.186631827461645]
likelihood error: 0
current f = [8.5e-14 -5.7e-14 0 7.1e-15]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.196360430099876] [0.202520094499570] [0.200207959660740] [0.189700375695411]
Column 5
[0.211211140044402]
mu =
Columns 1 through 3
[0.009071376410465] [1.298189344170511] [-0.699621284932138]
Columns 4 through 5
[-1.336604908980756] [0.610447338559705]
sigma2 =
Columns 1 through 4
[0.212700106777313] [0.087626994314178] [0.185452723568420] [0.093921239747498]
Column 5
[0.186631827461645]
Likelihood error: 0.26869
current f = [-8.5e-14 1.1e-13 -5.7e-14 0]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.196420718475952] [0.202498712931847] [0.200128371358972] [0.189700159774779]
Column 5
[0.211252037458448]
mu =
Columns 1 through 3
[0.010502743305114] [1.296520644993739] [-0.697280289534193]
Columns 4 through 5
[-1.333968286860367] [0.605876338211286]
sigma2 =
Columns 1 through 4
[0.220550855577682] [0.088221600390256] [0.190635744855906] [0.094830443309891]
Column 5
[0.191315564728259]
likelihood error: 0.16907
current f = [-2.8e-14 5.7e-14 0 0]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.196420718475952] [0.202498712931847] [0.200128371358972] [0.189700159774779]
Column 5
[0.211252037458448]
mu =
Columns 1 through 3
[0.010502743305114] [1.296520644993740] [-0.697280289534193]
Columns 4 through 5
[-1.333968286860367] [0.605876338211286]
sigma2 =
Columns 1 through 4
[0.220550855577682] [0.088221600390256] [0.190635744855906] [0.094830443309891]
Column 5
[0.191315564728260]
likelihood error: 2.2737e-13
current f = [-2.8e-14 5.7e-14 0 0]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.196420718475952] [0.202498712931847] [0.200128371358972] [0.189700159774779]
Column 5
[0.211252037458448]
mu =
Columns 1 through 3
[0.010502743305114] [1.296520644993740] [-0.697280289534193]
Columns 4 through 5
[-1.333968286860367] [0.605876338211286]
sigma2 =
Columns 1 through 4
[0.220550855577682] [0.088221600390256] [0.190635744855906] [0.094830443309891]
Column 5
[0.191315564728260]
Likelihood error: 0.21231
current f = [-2.8e-13 4.5e-13 -2.6e-13 -4.3e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.196447442145622] [0.202524836149372] [0.199990526950502] [0.189770475447228]
Column 5
[0.211266719307276]
mu =
Columns 1 through 3
[0.011871045900662] [1.295037938401355] [-0.694878510410363]
Columns 4 through 5
[-1.331546100909013] [0.601361337642683]
sigma2 =
Columns 1 through 4
[0.227869640582392] [0.088741243874182] [0.195289688433000] [0.095651949526191]
Column 5
[0.195478538148552]
likelihood error: 0.13578
current f = [0 -1.1e-13 2.8e-14 7.1e-15]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.196447442145622] [0.202524836149372] [0.199990526950502] [0.189770475447228]
Column 5
[0.211266719307276]
mu =
Columns 1 through 3
[0.011871045900662] [1.295037938401355] [-0.694878510410363]
Columns 4 through 5
[-1.331546100909013] [0.601361337642683]
sigma2 =
Columns 1 through 4
[0.227869640582392] [0.088741243874182] [0.195289688433000] [0.095651949526191]
Column 5
[0.195478538148552]
likelihood error: 0
current f = [0 -1.1e-13 2.8e-14 7.1e-15]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.196447442145622] [0.202524836149372] [0.199990526950502] [0.189770475447228]
Column 5
[0.211266719307276]
mu =
Columns 1 through 3
[0.011871045900662] [1.295037938401355] [-0.694878510410363]
Columns 4 through 5
[-1.331546100909013] [0.601361337642683]
sigma2 =
Columns 1 through 4
[0.227869640582392] [0.088741243874182] [0.195289688433000] [0.095651949526191]
Column 5
[0.195478538148552]
Likelihood error: 0.16907
current f = [-3.4e-13 4e-13 -2e-13 -4.3e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.196440168823372] [0.202595325518625] [0.199799750421521] [0.189906835355681]
Column 5
[0.211257919880801]
mu =
Columns 1 through 3
[0.013182370056673] [1.293715150135844] [-0.692420080729802]
Columns 4 through 5
[-1.329320978750647] [0.596910519619867]
sigma2 =
Columns 1 through 4
[0.234691031565801] [0.089196681097891] [0.199455543590203] [0.096394585171990]
Column 5
[0.199172120644058]
likelihood error: 0.11005
current f = [5.7e-14 -1.1e-13 5.7e-14 7.1e-15]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.196440168823372] [0.202595325518625] [0.199799750421521] [0.189906835355681]
Column 5
[0.211257919880801]
mu =
Columns 1 through 3
[0.013182370056673] [1.293715150135843] [-0.692420080729802]
Columns 4 through 5
[-1.329320978750647] [0.596910519619867]
sigma2 =
Columns 1 through 4
[0.234691031565801] [0.089196681097891] [0.199455543590202] [0.096394585171990]
Column 5
[0.199172120644057]
likelihood error: 0
current f = [5.7e-14 -1.1e-13 5.7e-14 7.1e-15]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.196440168823372] [0.202595325518625] [0.199799750421521] [0.189906835355681]
Column 5
[0.211257919880801]
mu =
Columns 1 through 3
[0.013182370056673] [1.293715150135843] [-0.692420080729802]
Columns 4 through 5
[-1.329320978750647] [0.596910519619867]
sigma2 =
Columns 1 through 4
[0.234691031565801] [0.089196681097891] [0.199455543590202] [0.096394585171990]
Column 5
[0.199172120644057]
Likelihood error: 0.13578
current f = [-2.8e-14 -5.7e-14 2.8e-14 0]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.196399279250677] [0.202706256978694] [0.199561976124248] [0.190103723326257]
Column 5
[0.211228764320122]
mu =
Columns 1 through 3
[0.014441821208336] [1.292529471438215] [-0.689911720713064]
Columns 4 through 5
[-1.327275873183574] [0.592532093252537]
sigma2 =
Columns 1 through 4
[0.241048642973034] [0.089597213121960] [0.203175333954098] [0.097066430965588]
Column 5
[0.202445453539588]
likelihood error: 0.090053
current f = [-1.7e-13 5.7e-14 -8.5e-14 -1.4e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.196399279250677] [0.202706256978694] [0.199561976124248] [0.190103723326257]
Column 5
[0.211228764320122]
mu =
Columns 1 through 3
[0.014441821208336] [1.292529471438215] [-0.689911720713064]
Columns 4 through 5
[-1.327275873183575] [0.592532093252537]
sigma2 =
Columns 1 through 4
[0.241048642973034] [0.089597213121960] [0.203175333954098] [0.097066430965588]
Column 5
[0.202445453539588]
likelihood error: 2.2737e-13
current f = [-1.7e-13 5.7e-14 -8.5e-14 -1.4e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.196399279250677] [0.202706256978694] [0.199561976124248] [0.190103723326257]
Column 5
[0.211228764320122]
mu =
Columns 1 through 3
[0.014441821208336] [1.292529471438215] [-0.689911720713064]
Columns 4 through 5
[-1.327275873183575] [0.592532093252537]
sigma2 =
Columns 1 through 4
[0.241048642973034] [0.089597213121960] [0.203175333954098] [0.097066430965588]
Column 5
[0.202445453539588]
Likelihood error: 0.11005
current f = [3.4e-13 -5.7e-13 2.8e-13 5.7e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.196325740080575] [0.202853318405095] [0.199283391502142] [0.190355054453413]
Column 5
[0.211182495558775]
mu =
Columns 1 through 3
[0.015653554736953] [1.291461021111621] [-0.687361977668235]
Columns 4 through 5
[-1.325394199704589] [0.588234013301535]
sigma2 =
Columns 1 through 4
[0.246974452856904] [0.089950899718872] [0.206490731921751] [0.097674940450802]
Column 5
[0.205344602093088]
likelihood error: 0.074434
current f = [5.7e-14 -5.7e-14 2.8e-14 0]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.196325740080575] [0.202853318405095] [0.199283391502142] [0.190355054453413]
Column 5
[0.211182495558775]
mu =
Columns 1 through 3
[0.015653554736953] [1.291461021111621] [-0.687361977668235]
Columns 4 through 5
[-1.325394199704589] [0.588234013301535]
sigma2 =
Columns 1 through 4
[0.246974452856904] [0.089950899718872] [0.206490731921751] [0.097674940450802]
Column 5
[0.205344602093088]
likelihood error: 0
current f = [5.7e-14 -5.7e-14 2.8e-14 0]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.196325740080575] [0.202853318405095] [0.199283391502142] [0.190355054453413]
Column 5
[0.211182495558775]
mu =
Columns 1 through 3
[0.015653554736953] [1.291461021111621] [-0.687361977668235]
Columns 4 through 5
[-1.325394199704589] [0.588234013301535]
sigma2 =
Columns 1 through 4
[0.246974452856904] [0.089950899718872] [0.206490731921751] [0.097674940450802]
Column 5
[0.205344602093088]
Likelihood error: 0.090053
current f = [4e-13 -6.3e-13 2.6e-13 6.4e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.196220919503964] [0.203032097961448] [0.198970156828006] [0.190654539397868]
Column 5
[0.211122286308715]
mu =
Columns 1 through 3
[0.016820887899014] [1.290492548590201] [-0.684780505237128]
Columns 4 through 5
[-1.323660024681354] [0.584023719910759]
sigma2 =
Columns 1 through 4
[0.252498449845035] [0.090264721016507] [0.209442001884284] [0.098226994832502]
Column 5
[0.207912071263990]
likelihood error: 0.062152
current f = [6e-13 -9.1e-13 4.3e-13 9.2e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.196220919503964] [0.203032097961448] [0.198970156828006] [0.190654539397868]
Column 5
[0.211122286308715]
mu =
Columns 1 through 3
[0.016820887899014] [1.290492548590201] [-0.684780505237128]
Columns 4 through 5
[-1.323660024681355] [0.584023719910759]
sigma2 =
Columns 1 through 4
[0.252498449845035] [0.090264721016507] [0.209442001884284] [0.098226994832502]
Column 5
[0.207912071263990]
likelihood error: 1.1369e-13
current f = [6e-13 -9.1e-13 4.3e-13 9.2e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.196220919503964] [0.203032097961448] [0.198970156828006] [0.190654539397868]
Column 5
[0.211122286308715]
mu =
Columns 1 through 3
[0.016820887899014] [1.290492548590201] [-0.684780505237128]
Columns 4 through 5
[-1.323660024681355] [0.584023719910759]
sigma2 =
Columns 1 through 4
[0.252498449845035] [0.090264721016507] [0.209442001884284] [0.098226994832502]
Column 5
[0.207912071263990]
Likelihood error: 0.074434
current f = [2.8e-14 -5.7e-14 0 1.4e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.196086444000617] [0.203238282412105] [0.198628199389491] [0.190995955989116]
Column 5
[0.211051118208672]
mu =
Columns 1 through 3
[0.017946446427988] [1.289609163570008] [-0.682177444346398]
Columns 4 through 5
[-1.322058249111050] [0.579907928677902]
sigma2 =
Columns 1 through 4
[0.257648502788728] [0.090544707700842] [0.212067258728338] [0.098728926320633]
Column 5
[0.210186595439194]
likelihood error: 0.052421
current f = [2.6e-13 -3.4e-13 1.4e-13 4.3e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.196086444000617] [0.203238282412105] [0.198628199389491] [0.190995955989116]
Column 5
[0.211051118208672]
mu =
Columns 1 through 3
[0.017946446427988] [1.289609163570008] [-0.682177444346397]
Columns 4 through 5
[-1.322058249111049] [0.579907928677902]
sigma2 =
Columns 1 through 4
[0.257648502788728] [0.090544707700842] [0.212067258728338] [0.098728926320633]
Column 5
[0.210186595439194]
likelihood error: 2.2737e-13
current f = [2.6e-13 -3.4e-13 1.4e-13 4.3e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.196086444000617] [0.203238282412105] [0.198628199389491] [0.190995955989116]
Column 5
[0.211051118208672]
mu =
Columns 1 through 3
[0.017946446427988] [1.289609163570008] [-0.682177444346397]
Columns 4 through 5
[-1.322058249111049] [0.579907928677902]
sigma2 =
Columns 1 through 4
[0.257648502788728] [0.090544707700842] [0.212067258728338] [0.098728926320633]
Column 5
[0.210186595439194]
Likelihood error: 0.062152
current f = [-8.5e-14 5.7e-14 -5.7e-14 -1.4e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.195924090794096] [0.203467784888989] [0.198263073330055] [0.191373339320437]
Column 5
[0.210971711666424]
mu =
Columns 1 through 3
[0.019032315280261] [1.288798084875122] [-0.679562928519228]
Columns 4 through 5
[-1.320574758151159] [0.575892481823243]
sigma2 =
Columns 1 through 4
[0.262450373068501] [0.090796051558371] [0.214401999411608] [0.099186529333601]
Column 5
[0.212203125354803]
likelihood error: 0.044649
current f = [-8.5e-14 5.7e-14 -5.7e-14 -1.4e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.195924090794096] [0.203467784888989] [0.198263073330055] [0.191373339320437]
Column 5
[0.210971711666424]
mu =
Columns 1 through 3
[0.019032315280261] [1.288798084875123] [-0.679562928519228]
Columns 4 through 5
[-1.320574758151159] [0.575892481823243]
sigma2 =
Columns 1 through 4
[0.262450373068501] [0.090796051558371] [0.214401999411609] [0.099186529333601]
Column 5
[0.212203125354803]
likelihood error: 0
current f = [-8.5e-14 5.7e-14 -5.7e-14 -1.4e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.195924090794096] [0.203467784888989] [0.198263073330055] [0.191373339320437]
Column 5
[0.210971711666424]
mu =
Columns 1 through 3
[0.019032315280261] [1.288798084875123] [-0.679562928519228]
Columns 4 through 5
[-1.320574758151159] [0.575892481823243]
sigma2 =
Columns 1 through 4
[0.262450373068501] [0.090796051558371] [0.214401999411609] [0.099186529333601]
Column 5
[0.212203125354803]
Likelihood error: 0.052421
current f = [-8.5e-14 5.7e-14 -1.1e-13 -1.4e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.195735709393255] [0.203716819746816] [0.197879873694921] [0.191781104787640]
Column 5
[0.210886492377368]
mu =
Columns 1 through 3
[0.020080176139973] [1.288048405393756] [-0.676946712696991]
Columns 4 through 5
[-1.319196524062667] [0.571982259522022]
sigma2 =
Columns 1 through 4
[0.266927812111585] [0.091023202838918] [0.216478854704631] [0.099605070300560]
Column 5
[0.213992949330042]
likelihood error: 0.038386
current f = [1.1e-13 -2.3e-13 2.8e-14 1.4e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.195735709393255] [0.203716819746816] [0.197879873694921] [0.191781104787640]
Column 5
[0.210886492377368]
mu =
Columns 1 through 3
[0.020080176139973] [1.288048405393756] [-0.676946712696990]
Columns 4 through 5
[-1.319196524062666] [0.571982259522022]
sigma2 =
Columns 1 through 4
[0.266927812111585] [0.091023202838918] [0.216478854704631] [0.099605070300560]
Column 5
[0.213992949330042]
likelihood error: 0
current f = [1.1e-13 -2.3e-13 2.8e-14 1.4e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.195735709393255] [0.203716819746816] [0.197879873694921] [0.191781104787640]
Column 5
[0.210886492377368]
mu =
Columns 1 through 3
[0.020080176139973] [1.288048405393756] [-0.676946712696990]
Columns 4 through 5
[-1.319196524062666] [0.571982259522022]
sigma2 =
Columns 1 through 4
[0.266927812111585] [0.091023202838918] [0.216478854704631] [0.099605070300560]
Column 5
[0.213992949330042]
Likelihood error: 0.044649
current f = [-1.7e-13 2.8e-13 -1.1e-13 -2.1e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.195523165801639] [0.203981939287990] [0.197483192895018] [0.192214118777461]
Column 5
[0.210797583237892]
mu =
Columns 1 through 3
[0.021091423602923] [1.287350872210650] [-0.674337912591267]
Columns 4 through 5
[-1.317911661269571] [0.568181144227421]
sigma2 =
Columns 1 through 4
[0.271102704552478] [0.091229957887118] [0.218327508308603] [0.099989301310949]
Column 5
[0.215583899980241]
likelihood error: 0.033291
current f = [1.4e-13 -2.3e-13 1.1e-13 2.1e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.195523165801639] [0.203981939287990] [0.197483192895018] [0.192214118777461]
Column 5
[0.210797583237892]
mu =
Columns 1 through 3
[0.021091423602923] [1.287350872210650] [-0.674337912591267]
Columns 4 through 5
[-1.317911661269571] [0.568181144227421]
sigma2 =
Columns 1 through 4
[0.271102704552478] [0.091229957887118] [0.218327508308603] [0.099989301310949]
Column 5
[0.215583899980241]
likelihood error: 0
current f = [1.4e-13 -2.3e-13 1.1e-13 2.1e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.195523165801639] [0.203981939287990] [0.197483192895018] [0.192214118777461]
Column 5
[0.210797583237892]
mu =
Columns 1 through 3
[0.021091423602923] [1.287350872210650] [-0.674337912591267]
Columns 4 through 5
[-1.317911661269571] [0.568181144227421]
sigma2 =
Columns 1 through 4
[0.271102704552478] [0.091229957887118] [0.218327508308603] [0.099989301310949]
Column 5
[0.215583899980241]
Likelihood error: 0.038386
current f = [0 -5.7e-14 2.8e-14 7.1e-15]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.195288303817124] [0.204260044109864] [0.197077108786070] [0.192667730327489]
Column 5
[0.210706812959453]
mu =
Columns 1 through 3
[0.022067257898407] [1.286697682150000] [-0.671744836672212]
Columns 4 through 5
[-1.316709438484418] [0.564492028174664]
sigma2 =
Columns 1 through 4
[0.274995230762003] [0.091419538805381] [0.219974736367698] [0.100343479499498]
Column 5
[0.217000610011701]
likelihood error: 0.029106
current f = [0 -5.7e-14 2.8e-14 7.1e-15]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.195288303817124] [0.204260044109864] [0.197077108786070] [0.192667730327489]
Column 5
[0.210706812959453]
mu =
Columns 1 through 3
[0.022067257898407] [1.286697682150000] [-0.671744836672212]
Columns 4 through 5
[-1.316709438484418] [0.564492028174664]
sigma2 =
Columns 1 through 4
[0.274995230762003] [0.091419538805381] [0.219974736367698] [0.100343479499498]
Column 5
[0.217000610011701]
likelihood error: 0
current f = [0 -5.7e-14 2.8e-14 7.1e-15]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.195288303817124] [0.204260044109864] [0.197077108786070] [0.192667730327489]
Column 5
[0.210706812959453]
mu =
Columns 1 through 3
[0.022067257898407] [1.286697682150000] [-0.671744836672212]
Columns 4 through 5
[-1.316709438484418] [0.564492028174664]
sigma2 =
Columns 1 through 4
[0.274995230762003] [0.091419538805381] [0.219974736367698] [0.100343479499498]
Column 5
[0.217000610011701]
Likelihood error: 0.033291
current f = [2e-13 -2.8e-13 8.5e-14 3.6e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.195032918889278] [0.204548376047100] [0.196665195157598] [0.193137774982134]
Column 5
[0.210615734923892]
mu =
Columns 1 through 3
[0.023008755401150] [1.286082293284834] [-0.669174892163182]
Columns 4 through 5
[-1.315580255746277] [0.560916853801810]
sigma2 =
Columns 1 through 4
[0.278624031988923] [0.091594666020574] [0.221444528510639] [0.100671392131127]
Column 5
[0.218264790943243]
likelihood error: 0.025636
current f = [-3.4e-13 5.1e-13 -2.3e-13 -4.3e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.195032918889278] [0.204548376047100] [0.196665195157598] [0.193137774982134]
Column 5
[0.210615734923892]
mu =
Columns 1 through 3
[0.023008755401150] [1.286082293284834] [-0.669174892163182]
Columns 4 through 5
[-1.315580255746277] [0.560916853801810]
sigma2 =
Columns 1 through 4
[0.278624031988923] [0.091594666020574] [0.221444528510640] [0.100671392131127]
Column 5
[0.218264790943243]
likelihood error: 1.1369e-13
current f = [-3.4e-13 5.1e-13 -2.3e-13 -4.3e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.195032918889278] [0.204548376047100] [0.196665195157598] [0.193137774982134]
Column 5
[0.210615734923892]
mu =
Columns 1 through 3
[0.023008755401150] [1.286082293284834] [-0.669174892163182]
Columns 4 through 5
[-1.315580255746277] [0.560916853801810]
sigma2 =
Columns 1 through 4
[0.278624031988923] [0.091594666020574] [0.221444528510640] [0.100671392131127]
Column 5
[0.218264790943243]
Likelihood error: 0.029106
current f = [2.8e-14 5.7e-14 5.7e-14 7.1e-15]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.194758741017892] [0.204844500328347] [0.196250547188590] [0.193620559824285]
Column 5
[0.210525651640886]
mu =
Columns 1 through 3
[0.023916919839020] [1.285499252884806] [-0.666634547841918]
Columns 4 through 5
[-1.314515594972453] [0.557456677566683]
sigma2 =
Columns 1 through 4
[0.282006367995662] [0.091757624197098] [0.222758259955220] [0.100976386367761]
Column 5
[0.219395516647125]
likelihood error: 0.022731
current f = [-2.8e-14 -5.7e-14 5.7e-14 -7.1e-15]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.194758741017892] [0.204844500328347] [0.196250547188590] [0.193620559824285]
Column 5
[0.210525651640886]
mu =
Columns 1 through 3
[0.023916919839020] [1.285499252884806] [-0.666634547841918]
Columns 4 through 5
[-1.314515594972453] [0.557456677566683]
sigma2 =
Columns 1 through 4
[0.282006367995662] [0.091757624197098] [0.222758259955220] [0.100976386367761]
Column 5
[0.219395516647125]
likelihood error: 0
current f = [-2.8e-14 -5.7e-14 5.7e-14 -7.1e-15]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.194758741017892] [0.204844500328347] [0.196250547188590] [0.193620559824285]
Column 5
[0.210525651640886]
mu =
Columns 1 through 3
[0.023916919839020] [1.285499252884806] [-0.666634547841918]
Columns 4 through 5
[-1.314515594972453] [0.557456677566683]
sigma2 =
Columns 1 through 4
[0.282006367995662] [0.091757624197098] [0.222758259955220] [0.100976386367761]
Column 5
[0.219395516647125]
Likelihood error: 0.025636
current f = [-2.8e-13 4e-13 -1.7e-13 -4.3e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.194467424056748] [0.205146281677320] [0.195835816098652] [0.194112836577021]
Column 5
[0.210437641590259]
mu =
Columns 1 through 3
[0.024792717665846] [1.284944041982267] [-0.664129338811652]
Columns 4 through 5
[-1.313507952139328] [0.554111748948879]
sigma2 =
Columns 1 through 4
[0.285158261598429] [0.091910321767939] [0.223934891826177] [0.101261402308465]
Column 5
[0.220409499707183]
likelihood error: 0.020277
current f = [-4.8e-13 8e-13 -2.8e-13 -6.4e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.194467424056748] [0.205146281677320] [0.195835816098652] [0.194112836577021]
Column 5
[0.210437641590259]
mu =
Columns 1 through 3
[0.024792717665846] [1.284944041982267] [-0.664129338811652]
Columns 4 through 5
[-1.313507952139328] [0.554111748948879]
sigma2 =
Columns 1 through 4
[0.285158261598429] [0.091910321767939] [0.223934891826177] [0.101261402308465]
Column 5
[0.220409499707183]
likelihood error: 1.1369e-13
current f = [-4.8e-13 8e-13 -2.8e-13 -6.4e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.194467424056748] [0.205146281677320] [0.195835816098652] [0.194112836577021]
Column 5
[0.210437641590259]
mu =
Columns 1 through 3
[0.024792717665846] [1.284944041982267] [-0.664129338811652]
Columns 4 through 5
[-1.313507952139328] [0.554111748948879]
sigma2 =
Columns 1 through 4
[0.285158261598429] [0.091910321767939] [0.223934891826177] [0.101261402308465]
Column 5
[0.220409499707183]
Likelihood error: 0.022731
current f = [2.3e-13 -2.8e-13 8.5e-14 2.8e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.194160539498882] [0.205451857629634] [0.195423248683068] [0.194611767882357]
Column 5
[0.210352586306059]
mu =
Columns 1 through 3
[0.025637101010183] [1.284412936376697] [-0.661663901000897]
Columns 4 through 5
[-1.312550758102868] [0.550881597917702]
sigma2 =
Columns 1 through 4
[0.288094627543288] [0.092054344320606] [0.224991183226845] [0.101529007853649]
Column 5
[0.221321353089579]
likelihood error: 0.018185
current f = [2.3e-13 -2.8e-13 8.5e-14 2.8e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.194160539498882] [0.205451857629634] [0.195423248683068] [0.194611767882357]
Column 5
[0.210352586306059]
mu =
Columns 1 through 3
[0.025637101010183] [1.284412936376697] [-0.661663901000897]
Columns 4 through 5
[-1.312550758102868] [0.550881597917702]
sigma2 =
Columns 1 through 4
[0.288094627543288] [0.092054344320606] [0.224991183226845] [0.101529007853649]
Column 5
[0.221321353089579]
likelihood error: 0
current f = [2.3e-13 -2.8e-13 8.5e-14 2.8e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.194160539498882] [0.205451857629634] [0.195423248683068] [0.194611767882357]
Column 5
[0.210352586306059]
mu =
Columns 1 through 3
[0.025637101010183] [1.284412936376697] [-0.661663901000897]
Columns 4 through 5
[-1.312550758102868] [0.550881597917702]
sigma2 =
Columns 1 through 4
[0.288094627543288] [0.092054344320606] [0.224991183226845] [0.101529007853649]
Column 5
[0.221321353089579]
Likelihood error: 0.020277
current f = [8.2e-13 -1.1e-12 5.1e-13 1.2e-13]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.193839573368860] [0.205759611245238] [0.195014728626279] [0.195114890411615]
Column 5
[0.210271196348007]
mu =
Columns 1 through 3
[0.026451021241084] [1.283902883552331] [-0.659242025615750]
Columns 4 through 5
[-1.311638293742659] [0.547765125604326]
sigma2 =
Columns 1 through 4
[0.290829385108937] [0.092191002103727] [0.225941903687219] [0.101781434091939]
Column 5
[0.222143832846232]
likelihood error: 0.016388
current f = [8.2e-13 -1.1e-12 5.1e-13 1.2e-13]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.193839573368860] [0.205759611245238] [0.195014728626279] [0.195114890411615]
Column 5
[0.210271196348007]
mu =
Columns 1 through 3
[0.026451021241084] [1.283902883552331] [-0.659242025615750]
Columns 4 through 5
[-1.311638293742659] [0.547765125604326]
sigma2 =
Columns 1 through 4
[0.290829385108937] [0.092191002103727] [0.225941903687219] [0.101781434091939]
Column 5
[0.222143832846232]
likelihood error: 0
current f = [8.2e-13 -1.1e-12 5.1e-13 1.2e-13]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.193839573368860] [0.205759611245238] [0.195014728626279] [0.195114890411615]
Column 5
[0.210271196348007]
mu =
Columns 1 through 3
[0.026451021241084] [1.283902883552331] [-0.659242025615750]
Columns 4 through 5
[-1.311638293742659] [0.547765125604326]
sigma2 =
Columns 1 through 4
[0.290829385108937] [0.092191002103727] [0.225941903687219] [0.101781434091939]
Column 5
[0.222143832846232]
Likelihood error: 0.018185
current f = [-2e-13 2.8e-13 -1.4e-13 -1.4e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.193505925256239] [0.206068144601281] [0.194611817445445] [0.195620077327597]
Column 5
[0.210194035369438]
mu =
Columns 1 through 3
[0.027235435702098] [1.283411394696596] [-0.656866725941714]
Columns 4 through 5
[-1.310765603799228] [0.544760694228711]
sigma2 =
Columns 1 through 4
[0.293375555045162] [0.092321371970935] [0.226800038493030] [0.102020610140602]
Column 5
[0.222888059820562]
likelihood error: 0.014833
current f = [0 -5.7e-14 0 7.1e-15]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.193505925256239] [0.206068144601281] [0.194611817445445] [0.195620077327597]
Column 5
[0.210194035369438]
mu =
Columns 1 through 3
[0.027235435702098] [1.283411394696596] [-0.656866725941713]
Columns 4 through 5
[-1.310765603799228] [0.544760694228711]
sigma2 =
Columns 1 through 4
[0.293375555045162] [0.092321371970935] [0.226800038493030] [0.102020610140602]
Column 5
[0.222888059820562]
likelihood error: 2.2737e-13
current f = [0 -5.7e-14 0 7.1e-15]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.193505925256239] [0.206068144601281] [0.194611817445445] [0.195620077327597]
Column 5
[0.210194035369438]
mu =
Columns 1 through 3
[0.027235435702098] [1.283411394696596] [-0.656866725941713]
Columns 4 through 5
[-1.310765603799228] [0.544760694228711]
sigma2 =
Columns 1 through 4
[0.293375555045162] [0.092321371970935] [0.226800038493030] [0.102020610140602]
Column 5
[0.222888059820562]
Likelihood error: 0.016388
current f = [3.7e-13 -5.1e-13 2.8e-13 5.7e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.193160908820099] [0.206376253886080] [0.194215793651123] [0.196125501760475]
Column 5
[0.210121541882222]
mu =
Columns 1 through 3
[0.027991309663564] [1.282936450794108] [-0.654540310723598]
Columns 4 through 5
[-1.309928412594683] [0.541866213452571]
sigma2 =
Columns 1 through 4
[0.295745342162066] [0.092446334128673] [0.227576982268295] [0.102248196624237]
Column 5
[0.223563719846959]
likelihood error: 0.013478
current f = [2.3e-13 -3.4e-13 1.7e-13 3.6e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.193160908820099] [0.206376253886080] [0.194215793651123] [0.196125501760475]
Column 5
[0.210121541882222]
mu =
Columns 1 through 3
[0.027991309663564] [1.282936450794108] [-0.654540310723598]
Columns 4 through 5
[-1.309928412594683] [0.541866213452571]
sigma2 =
Columns 1 through 4
[0.295745342162066] [0.092446334128673] [0.227576982268295] [0.102248196624237]
Column 5
[0.223563719846959]
likelihood error: 1.1369e-13
current f = [2.3e-13 -3.4e-13 1.7e-13 3.6e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.193160908820099] [0.206376253886080] [0.194215793651123] [0.196125501760475]
Column 5
[0.210121541882222]
mu =
Columns 1 through 3
[0.027991309663564] [1.282936450794108] [-0.654540310723598]
Columns 4 through 5
[-1.309928412594683] [0.541866213452571]
sigma2 =
Columns 1 through 4
[0.295745342162066] [0.092446334128673] [0.227576982268295] [0.102248196624237]
Column 5
[0.223563719846959]
Likelihood error: 0.014833
current f = [2.6e-13 -3.4e-13 2e-13 4.3e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.192805753303513] [0.206682906525258] [0.193827689261127] [0.196629602327879]
Column 5
[0.210054048582223]
mu =
Columns 1 through 3
[0.028719615086216] [1.282476421633764] [-0.652264459849818]
Columns 4 through 5
[-1.309123043833215] [0.539079221249943]
sigma2 =
Columns 1 through 4
[0.297950205241707] [0.092566604092983] [0.228282718239786] [0.102465617216140]
Column 5
[0.224179242925950]
likelihood error: 0.01229
current f = [4.5e-13 -6.8e-13 3.1e-13 5.7e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.192805753303513] [0.206682906525258] [0.193827689261127] [0.196629602327879]
Column 5
[0.210054048582223]
mu =
Columns 1 through 3
[0.028719615086216] [1.282476421633765] [-0.652264459849818]
Columns 4 through 5
[-1.309123043833215] [0.539079221249943]
sigma2 =
Columns 1 through 4
[0.297950205241707] [0.092566604092983] [0.228282718239786] [0.102465617216141]
Column 5
[0.224179242925950]
likelihood error: 2.2737e-13
current f = [4.5e-13 -6.8e-13 3.1e-13 5.7e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.192805753303513] [0.206682906525258] [0.193827689261127] [0.196629602327879]
Column 5
[0.210054048582223]
mu =
Columns 1 through 3
[0.028719615086216] [1.282476421633765] [-0.652264459849818]
Columns 4 through 5
[-1.309123043833215] [0.539079221249943]
sigma2 =
Columns 1 through 4
[0.297950205241707] [0.092566604092983] [0.228282718239786] [0.102465617216141]
Column 5
[0.224179242925950]
Likelihood error: 0.013478
current f = [1.4e-13 -2.8e-13 5.7e-14 1.4e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.192441605741686] [0.206987220510097] [0.193448323202275] [0.197131051277477]
Column 5
[0.209991799268464]
mu =
Columns 1 through 3
[0.029421327398842] [1.282029996496950] [-0.650040299265400]
Columns 4 through 5
[-1.308346345879640] [0.536396958118439]
sigma2 =
Columns 1 through 4
[0.300000916066199] [0.092682760283097] [0.228925982042722] [0.102674087874844]
Column 5
[0.224741962468017]
likelihood error: 0.011243
current f = [-1.4e-13 2.8e-13 -8.5e-14 -2.8e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.192441605741686] [0.206987220510097] [0.193448323202275] [0.197131051277477]
Column 5
[0.209991799268464]
mu =
Columns 1 through 3
[0.029421327398842] [1.282029996496950] [-0.650040299265400]
Columns 4 through 5
[-1.308346345879640] [0.536396958118439]
sigma2 =
Columns 1 through 4
[0.300000916066199] [0.092682760283097] [0.228925982042722] [0.102674087874844]
Column 5
[0.224741962468017]
likelihood error: 0
current f = [-1.4e-13 2.8e-13 -8.5e-14 -2.8e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.192441605741686] [0.206987220510097] [0.193448323202275] [0.197131051277477]
Column 5
[0.209991799268464]
mu =
Columns 1 through 3
[0.029421327398842] [1.282029996496950] [-0.650040299265400]
Columns 4 through 5
[-1.308346345879640] [0.536396958118439]
sigma2 =
Columns 1 through 4
[0.300000916066199] [0.092682760283097] [0.228925982042722] [0.102674087874844]
Column 5
[0.224741962468017]
Likelihood error: 0.01229
current f = [0 5.7e-14 -2.8e-14 -7.1e-15]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.192069533646261] [0.207288445930238] [0.193078331415852] [0.197628725515571]
Column 5
[0.209934963492078]
mu =
Columns 1 through 3
[0.030097421173863] [1.281596125281389] [-0.647868472979199]
Columns 4 through 5
[-1.307595623297378] [0.533816434018348]
sigma2 =
Columns 1 through 4
[0.301907609326700] [0.092795267686891] [0.229514409890683] [0.102874643578479]
Column 5
[0.225258256044203]
likelihood error: 0.010316
current f = [2e-13 -1.7e-13 1.1e-13 1.4e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.192069533646261] [0.207288445930238] [0.193078331415852] [0.197628725515571]
Column 5
[0.209934963492078]
mu =
Columns 1 through 3
[0.030097421173863] [1.281596125281389] [-0.647868472979199]
Columns 4 through 5
[-1.307595623297378] [0.533816434018348]
sigma2 =
Columns 1 through 4
[0.301907609326700] [0.092795267686891] [0.229514409890683] [0.102874643578479]
Column 5
[0.225258256044203]
likelihood error: 1.1369e-13
current f = [2e-13 -1.7e-13 1.1e-13 1.4e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.192069533646261] [0.207288445930238] [0.193078331415852] [0.197628725515571]
Column 5
[0.209934963492078]
mu =
Columns 1 through 3
[0.030097421173863] [1.281596125281389] [-0.647868472979199]
Columns 4 through 5
[-1.307595623297378] [0.533816434018348]
sigma2 =
Columns 1 through 4
[0.301907609326700] [0.092795267686891] [0.229514409890683] [0.102874643578479]
Column 5
[0.225258256044203]
Likelihood error: 0.011243
current f = [-2.8e-13 3.4e-13 -1.7e-13 -2.8e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.191690528014664] [0.207585948610398] [0.192718193673935] [0.198121680573246]
Column 5
[0.209883649127757]
mu =
Columns 1 through 3
[0.030748865332255] [1.281173968844807] [-0.645749210758536]
Columns 4 through 5
[-1.306868574968134] [0.531334487848515]
sigma2 =
Columns 1 through 4
[0.303679825054599] [0.092904498026928] [0.230054671555974] [0.103068162492002]
Column 5
[0.225733669244886]
likelihood error: 0.0094909
current f = [3.7e-13 -6.8e-13 2.6e-13 6.4e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.191690528014664] [0.207585948610398] [0.192718193673935] [0.198121680573246]
Column 5
[0.209883649127757]
mu =
Columns 1 through 3
[0.030748865332255] [1.281173968844807] [-0.645749210758536]
Columns 4 through 5
[-1.306868574968134] [0.531334487848515]
sigma2 =
Columns 1 through 4
[0.303679825054599] [0.092904498026928] [0.230054671555974] [0.103068162492002]
Column 5
[0.225733669244886]
likelihood error: 0
current f = [3.7e-13 -6.8e-13 2.6e-13 6.4e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.191690528014664] [0.207585948610398] [0.192718193673935] [0.198121680573246]
Column 5
[0.209883649127757]
mu =
Columns 1 through 3
[0.030748865332255] [1.281173968844807] [-0.645749210758536]
Columns 4 through 5
[-1.306868574968134] [0.531334487848515]
sigma2 =
Columns 1 through 4
[0.303679825054599] [0.092904498026928] [0.230054671555974] [0.103068162492002]
Column 5
[0.225733669244886]
Likelihood error: 0.010316
current f = [2.3e-13 -3.4e-13 1.1e-13 4.3e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.191305506557568] [0.207879195693764] [0.192368257238209] [0.198609127424904]
Column 5
[0.209837913085555]
mu =
Columns 1 through 3
[0.031376618314313] [1.280762857413480] [-0.643682390658106]
Columns 4 through 5
[-1.306163238786392] [0.528947839572366]
sigma2 =
Columns 1 through 4
[0.305326545040765] [0.093010746838739] [0.230552588987285] [0.103255387600512]
Column 5
[0.226173024290089]
likelihood error: 0.008754
current f = [2.6e-13 -4.5e-13 1.7e-13 4.3e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.191305506557568] [0.207879195693764] [0.192368257238209] [0.198609127424904]
Column 5
[0.209837913085555]
mu =
Columns 1 through 3
[0.031376618314313] [1.280762857413480] [-0.643682390658106]
Columns 4 through 5
[-1.306163238786392] [0.528947839572366]
sigma2 =
Columns 1 through 4
[0.305326545040765] [0.093010746838739] [0.230552588987285] [0.103255387600512]
Column 5
[0.226173024290089]
likelihood error: 0
current f = [2.6e-13 -4.5e-13 1.7e-13 4.3e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.191305506557568] [0.207879195693764] [0.192368257238209] [0.198609127424904]
Column 5
[0.209837913085555]
mu =
Columns 1 through 3
[0.031376618314313] [1.280762857413480] [-0.643682390658106]
Columns 4 through 5
[-1.306163238786392] [0.528947839572366]
sigma2 =
Columns 1 through 4
[0.305326545040765] [0.093010746838739] [0.230552588987285] [0.103255387600512]
Column 5
[0.226173024290089]
Likelihood error: 0.0094909
current f = [-6.3e-13 8.5e-13 -3.4e-13 -8.5e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.190915317066788] [0.208167742988086] [0.192028757568421] [0.199090411991136]
Column 5
[0.209797770385568]
mu =
Columns 1 through 3
[0.031981623505354] [1.280362255982007] [-0.641667595944071]
Columns 4 through 5
[-1.305477942696641] [0.526653135317795]
sigma2 =
Columns 1 through 4
[0.306856224509882] [0.093114247848205] [0.231013241602847] [0.103436945911059]
Column 5
[0.226580514998756]
likelihood error: 0.0080934
current f = [-6.3e-13 8.5e-13 -3.4e-13 -8.5e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.190915317066788] [0.208167742988086] [0.192028757568421] [0.199090411991136]
Column 5
[0.209797770385568]
mu =
Columns 1 through 3
[0.031981623505354] [1.280362255982007] [-0.641667595944071]
Columns 4 through 5
[-1.305477942696641] [0.526653135317795]
sigma2 =
Columns 1 through 4
[0.306856224509882] [0.093114247848205] [0.231013241602847] [0.103436945911059]
Column 5
[0.226580514998756]
likelihood error: 0
current f = [-6.3e-13 8.5e-13 -3.4e-13 -8.5e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.190915317066788] [0.208167742988086] [0.192028757568421] [0.199090411991136]
Column 5
[0.209797770385568]
mu =
Columns 1 through 3
[0.031981623505354] [1.280362255982007] [-0.641667595944071]
Columns 4 through 5
[-1.305477942696641] [0.526653135317795]
sigma2 =
Columns 1 through 4
[0.306856224509882] [0.093114247848205] [0.231013241602847] [0.103436945911059]
Column 5
[0.226580514998756]
Likelihood error: 0.008754
current f = [-2.8e-13 4e-13 -1.4e-13 -3.6e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.190520740865324] [0.208451223883657] [0.191699836328371] [0.199564997112811]
Column 5
[0.209763201809838]
mu =
Columns 1 through 3
[0.032564805096132] [1.279971735724158] [-0.639704166277395]
Columns 4 through 5
[-1.304811261696235] [0.524446985911119]
sigma2 =
Columns 1 through 4
[0.308276820114209] [0.093215185005104] [0.231441059393374] [0.103613365370849]
Column 5
[0.226959789640760]
likelihood error: 0.0074992
current f = [2.3e-13 -1.7e-13 1.4e-13 2.8e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.190520740865324] [0.208451223883657] [0.191699836328371] [0.199564997112811]
Column 5
[0.209763201809838]
mu =
Columns 1 through 3
[0.032564805096132] [1.279971735724158] [-0.639704166277395]
Columns 4 through 5
[-1.304811261696235] [0.524446985911119]
sigma2 =
Columns 1 through 4
[0.308276820114209] [0.093215185005104] [0.231441059393374] [0.103613365370849]
Column 5
[0.226959789640760]
likelihood error: 0
current f = [2.3e-13 -1.7e-13 1.4e-13 2.8e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.190520740865324] [0.208451223883657] [0.191699836328371] [0.199564997112811]
Column 5
[0.209763201809838]
mu =
Columns 1 through 3
[0.032564805096132] [1.279971735724158] [-0.639704166277395]
Columns 4 through 5
[-1.304811261696235] [0.524446985911119]
sigma2 =
Columns 1 through 4
[0.308276820114209] [0.093215185005104] [0.231441059393374] [0.103613365370849]
Column 5
[0.226959789640760]
Likelihood error: 0.0080934
current f = [3.7e-13 -5.1e-13 1.7e-13 4.3e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.190122496294318] [0.208729339657797] [0.191381556953772] [0.200032446763872]
Column 5
[0.209734160330241]
mu =
Columns 1 through 3
[0.033127064478224] [1.279590950533019] [-0.637791243236854]
Columns 4 through 5
[-1.304161980342028] [0.522325999385402]
sigma2 =
Columns 1 through 4
[0.309595815117438] [0.093313702497364] [0.231839904988642] [0.103785089676763]
Column 5
[0.227314023085112]
likelihood error: 0.0069632
current f = [-5.7e-14 1.7e-13 -5.7e-14 -1.4e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.190122496294318] [0.208729339657797] [0.191381556953772] [0.200032446763872]
Column 5
[0.209734160330241]
mu =
Columns 1 through 3
[0.033127064478224] [1.279590950533019] [-0.637791243236854]
Columns 4 through 5
[-1.304161980342027] [0.522325999385401]
sigma2 =
Columns 1 through 4
[0.309595815117438] [0.093313702497364] [0.231839904988642] [0.103785089676763]
Column 5
[0.227314023085112]
likelihood error: 0
current f = [-5.7e-14 1.7e-13 -5.7e-14 -1.4e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.190122496294318] [0.208729339657797] [0.191381556953772] [0.200032446763872]
Column 5
[0.209734160330241]
mu =
Columns 1 through 3
[0.033127064478224] [1.279590950533019] [-0.637791243236854]
Columns 4 through 5
[-1.304161980342027] [0.522325999385401]
sigma2 =
Columns 1 through 4
[0.309595815117438] [0.093313702497364] [0.231839904988642] [0.103785089676763]
Column 5
[0.227314023085112]
Likelihood error: 0.0074992
current f = [1.4e-13 -1.1e-13 5.7e-14 1.4e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.189721242200711] [0.209001850992978] [0.191073918046470] [0.200492412268003]
Column 5
[0.209710576491837]
mu =
Columns 1 through 3
[0.033669277218016] [1.279219617907331] [-0.635927810411005]
Columns 4 through 5
[-1.303529060258415] [0.520286808041219]
sigma2 =
Columns 1 through 4
[0.310820242462447] [0.093409913037174] [0.232213145812203] [0.103952491164160]
Column 5
[0.227645979534944]
likelihood error: 0.0064782
current f = [-3.1e-13 5.1e-13 -2e-13 -5e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.189721242200711] [0.209001850992978] [0.191073918046470] [0.200492412268003]
Column 5
[0.209710576491837]
mu =
Columns 1 through 3
[0.033669277218016] [1.279219617907331] [-0.635927810411005]
Columns 4 through 5
[-1.303529060258415] [0.520286808041219]
sigma2 =
Columns 1 through 4
[0.310820242462447] [0.093409913037174] [0.232213145812203] [0.103952491164160]
Column 5
[0.227645979534944]
likelihood error: 1.1369e-13
current f = [-3.1e-13 5.1e-13 -2e-13 -5e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.189721242200711] [0.209001850992978] [0.191073918046470] [0.200492412268003]
Column 5
[0.209710576491837]
mu =
Columns 1 through 3
[0.033669277218016] [1.279219617907331] [-0.635927810411005]
Columns 4 through 5
[-1.303529060258415] [0.520286808041219]
sigma2 =
Columns 1 through 4
[0.310820242462447] [0.093409913037174] [0.232213145812203] [0.103952491164160]
Column 5
[0.227645979534944]
Likelihood error: 0.0069632
current f = [-3.7e-13 5.7e-13 -2.3e-13 -4.3e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.189317581395879] [0.209268570551754] [0.190776864849159] [0.200944620292678]
Column 5
[0.209692362910531]
mu =
Columns 1 through 3
[0.034192290613639] [1.278857503496186] [-0.634112728385634]
Columns 4 through 5
[-1.302911612134994] [0.518326090645129]
sigma2 =
Columns 1 through 4
[0.311956706260884] [0.093503904677245] [0.232563717389670] [0.104115881965702]
Column 5
[0.227958067013823]
likelihood error: 0.0060384
current f = [-3.4e-13 4.5e-13 -1.7e-13 -4.3e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.189317581395879] [0.209268570551754] [0.190776864849159] [0.200944620292678]
Column 5
[0.209692362910531]
mu =
Columns 1 through 3
[0.034192290613639] [1.278857503496187] [-0.634112728385634]
Columns 4 through 5
[-1.302911612134995] [0.518326090645129]
sigma2 =
Columns 1 through 4
[0.311956706260884] [0.093503904677245] [0.232563717389670] [0.104115881965702]
Column 5
[0.227958067013823]
likelihood error: 1.1369e-13
current f = [-3.4e-13 4.5e-13 -1.7e-13 -4.3e-14]
w =
0.526663591225398
-0.775531496206726
0.339802668487176
0.075567893697776
pic =
Columns 1 through 4
[0.189317581395879] [0.209268570551754] [0.190776864849159] [0.200944620292678]
Column 5
[0.209692362910531]
mu =
Columns 1 through 3
[0.034192290613639] [1.278857503496187] [-0.634112728385634]
Columns 4 through 5
[-1.302911612134995] [0.518326090645129]
sigma2 =
Columns 1 through 4
[0.311956706260884] [0.093503904677245] [0.232563717389670] [0.104115881965702]
Column 5
[0.227958067013823]
Likelihood error: 0.0064782
(3) Check results
- Scroll up to see the final PMOG estimated densities of blind sources.
- We will compute correlation coefficients between the true sources and the estimated sources after a "component matching" step (see below).
- The "component matching" step includes a "sign-flipping" step to account for sign indeterminacy in BSS.
% run raicar on S and pmog.final_source_estimates mat_array_pmog{1} = S; mat_array_pmog{2} = pmi.final_source_estimates; % call raicar_type_sorting_mat.m which will match the two sets of sources in the best possible way including sign-flipping rcr_pmog = raicar_type_sorting_mat( mat_array_pmog, 0 ); % compute best match corrcoef in pmog for each source for i = 1:nsources temp = corrcoef( rcr_pmog.HC{i}(1,:), rcr_pmog.HC{i}(2,:) ); best_match_pmog_for_source( rcr_pmog.M_calc(1,i), 1 ) = temp(1,2); % each row is the best match corrcoef for one source end fh = figure('color',[1,1,1]);set(gca,'FontSize',12); plot( 1:nsources, best_match_pmog_for_source, 'ro-', 'MarkerSize',6,'MarkerFaceColor',[0.5,0.5,0.5],'MarkerEdgeColor','b' ); xlabel('source number ');ylabel('best match corrcoef in PMOG based BSS');
creating block matrix (1,1) creating block matrix (1,2) creating block matrix (2,1) creating block matrix (2,2) forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! sign flipping! sign flipping! sign flipping! sign flipping! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 forming aligned component 4 Passed check on each row of M_calc!!
(4) Visualize results
Here we plot the original sources and the unmixed sources using PMOG
Original sources
% first plot original sources fh1 = figure('color',[1,1,1]);set(gca,'FontSize',12); for i = 1:nsources subplot(2,2,i);plot( sig(i,:),'r-','LineWidth',1 ); legend(['source ',num2str(i)]); end
Mixed signals
% next plot the mixed signals fh2 = figure('color',[1,1,1]);set(gca,'FontSize',12); for i = 1:nsources subplot(2,2,i);plot( mixedsig(i,:),'c-','LineWidth',1 ); legend(['mixed signal ',num2str(i)]); end
PMOG recovered sources
% finally plot the recovered sources fh3 = figure('color',[1,1,1]);set(gca,'FontSize',12); for i = 1:nsources subplot(2,2,i);plot( pmi.final_source_estimates(i,:),'b-','LineWidth',1 ); legend(['PMOG source ',num2str(i)]); end
end