Contents
How to run PMOG based BSS on a given dataset?
This demo program will illustrate PMOG based BSS using a simple MOG source example.
function z = pmog_demo2()
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 some sources
We will call create_mog_source_mixture.m to generate a set of MOG sources.
%========================================================================= % how many MOG sources do you want nsources = 3; % first generate MOG sources cmsm = create_mog_source_mixture( nsources, 20, 1000 ); % get the sources from structure cmsm S = cmsm.S; %=========================================================================
(2) Generate a random mixing matrix
% generate random mixing matrix
A = rand( 20, nsources );
(3) Create mixed data using the mixing matrix and MOG sources
% generate mixed data (20 by 1000)
X = A * S;
(4) 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 = [7.3e-09 7.9e-09 -8.1e-09]
w =
0.541342541942053
0.587836070791729
-0.601163044585196
pic =
Columns 1 through 4
[0.080128018131588] [0.169295055796918] [0.342033689511555] [0.209014276926296]
Column 5
[0.199528959633643]
mu =
Columns 1 through 3
[-2.131419078244879] [-0.860231056412521] [-0.217398314962885]
Columns 4 through 5
[0.593168233493954] [1.337123650230395]
sigma2 =
Columns 1 through 4
[0.134522746115651] [0.069687304301303] [0.049693789103751] [0.069700151034168]
Column 5
[0.088452625744486]
likelihood error: 45.2004
current f = [7.4e-09 8e-09 -8.2e-09]
w =
0.541362130063966
0.587788395440602
-0.601192021182302
pic =
Columns 1 through 4
[0.080128018131588] [0.169295055796918] [0.342033689511555] [0.209014276926296]
Column 5
[0.199528959633643]
mu =
Columns 1 through 3
[-2.132679649461010] [-0.859994177838171] [-0.217244993316217]
Columns 4 through 5
[0.593327036637640] [1.336999711196731]
sigma2 =
Columns 1 through 4
[0.134155845377938] [0.069448245101115] [0.049307094879034] [0.070028285850683]
Column 5
[0.087602915368249]
likelihood error: 0.25183
current f = [7.4e-09 8e-09 -8.2e-09]
w =
0.541362255306523
0.587788202229311
-0.601192097307310
pic =
Columns 1 through 4
[0.080128018131588] [0.169295055796918] [0.342033689511555] [0.209014276926296]
Column 5
[0.199528959633643]
mu =
Columns 1 through 3
[-2.132682315751989] [-0.859993975727595] [-0.217243999165790]
Columns 4 through 5
[0.593327769490692] [1.336998138574346]
sigma2 =
Columns 1 through 4
[0.134156696530221] [0.069447950631845] [0.049306967124362] [0.070030443401871]
Column 5
[0.087600538510600]
likelihood error: 0.00022777
current f = [7.4e-09 8e-09 -8.2e-09]
w =
0.541362255306523
0.587788202229311
-0.601192097307310
pic =
Columns 1 through 4
[0.080128018131588] [0.169295055796918] [0.342033689511555] [0.209014276926296]
Column 5
[0.199528959633643]
mu =
Columns 1 through 3
[-2.132682315751989] [-0.859993975727595] [-0.217243999165790]
Columns 4 through 5
[0.593327769490692] [1.336998138574346]
sigma2 =
Columns 1 through 4
[0.134156696530221] [0.069447950631845] [0.049306967124362] [0.070030443401871]
Column 5
[0.087600538510600]
current f = [2.7e-09 2.9e-09 -3.1e-09]
w =
0.542256218050631
0.580013214807970
-0.607900373942204
pic =
Columns 1 through 4
[0.080448364326782] [0.168001641143637] [0.343133222420694] [0.207457256819568]
Column 5
[0.200959515289319]
mu =
Columns 1 through 3
[-2.126610532300939] [-0.847987101235067] [-0.221173346563900]
Columns 4 through 5
[0.596359748840545] [1.322241704067243]
sigma2 =
Columns 1 through 4
[0.140043086370990] [0.079475087548485] [0.056551865572287] [0.082679633489890]
Column 5
[0.097283641638714]
likelihood error: 9.6564
current f = [2.7e-09 2.9e-09 -3e-09]
w =
0.542266332578325
0.579996357258714
-0.607907435490119
pic =
Columns 1 through 4
[0.080448364326782] [0.168001641143637] [0.343133222420694] [0.207457256819568]
Column 5
[0.200959515289319]
mu =
Columns 1 through 3
[-2.127092969172964] [-0.847975125132830] [-0.221032155998160]
Columns 4 through 5
[0.596379977231577] [1.322162858157614]
sigma2 =
Columns 1 through 4
[0.140021939001284] [0.079403167359450] [0.056435263624310] [0.082842592162526]
Column 5
[0.096882151062578]
likelihood error: 0.041768
current f = [2.7e-09 2.9e-09 -3e-09]
w =
0.542266376219920
0.579996309830711
-0.607907441811310
pic =
Columns 1 through 4
[0.080448364326782] [0.168001641143637] [0.343133222420694] [0.207457256819568]
Column 5
[0.200959515289319]
mu =
Columns 1 through 3
[-2.127093491948076] [-0.847975455747240] [-0.221031747455110]
Columns 4 through 5
[0.596380274641360] [1.322162339222190]
sigma2 =
Columns 1 through 4
[0.140022628791080] [0.079403010931406] [0.056435316722006] [0.082843131743881]
Column 5
[0.096881305000440]
likelihood error: 2.3927e-05
current f = [2.7e-09 2.9e-09 -3e-09]
w =
0.542266376219920
0.579996309830711
-0.607907441811310
pic =
Columns 1 through 4
[0.080448364326782] [0.168001641143637] [0.343133222420694] [0.207457256819568]
Column 5
[0.200959515289319]
mu =
Columns 1 through 3
[-2.127093491948076] [-0.847975455747240] [-0.221031747455110]
Columns 4 through 5
[0.596380274641360] [1.322162339222190]
sigma2 =
Columns 1 through 4
[0.140022628791080] [0.079403010931406] [0.056435316722006] [0.082843131743881]
Column 5
[0.096881305000440]
Likelihood error: 44.9488
current f = [1.1e-09 1.2e-09 -1.2e-09]
w =
0.543005027256053
0.574850561805135
-0.612121206926526
pic =
Columns 1 through 4
[0.080310090021643] [0.167450787234379] [0.343935401594510] [0.206681103326712]
Column 5
[0.201622617822756]
mu =
Columns 1 through 3
[-2.126777796470420] [-0.840440283585566] [-0.223630755959126]
Columns 4 through 5
[0.599032335676976] [1.312544677707056]
sigma2 =
Columns 1 through 4
[0.141437529607531] [0.086555894638470] [0.061445964435892] [0.092185023938062]
Column 5
[0.103185206714653]
likelihood error: 3.9206
current f = [1.1e-09 1.2e-09 -1.2e-09]
w =
0.543011582112933
0.574842159336153
-0.612123282961161
pic =
Columns 1 through 4
[0.080310090021643] [0.167450787234379] [0.343935401594510] [0.206681103326712]
Column 5
[0.201622617822756]
mu =
Columns 1 through 3
[-2.127000207423292] [-0.840488842028587] [-0.223521080603481]
Columns 4 through 5
[0.599027301536733] [1.312491667771347]
sigma2 =
Columns 1 through 4
[0.141489672503094] [0.086530255164724] [0.061406880439675] [0.092267304160411]
Column 5
[0.102957132657625]
likelihood error: 0.011434
current f = [1.1e-09 1.2e-09 -1.2e-09]
w =
0.543011605751260
0.574842138188213
-0.612123281851649
pic =
Columns 1 through 4
[0.080310090021643] [0.167450787234379] [0.343935401594510] [0.206681103326712]
Column 5
[0.201622617822756]
mu =
Columns 1 through 3
[-2.127000344982533] [-0.840489134876800] [-0.223520868333680]
Columns 4 through 5
[0.599027497121092] [1.312491403188339]
sigma2 =
Columns 1 through 4
[0.141490139673053] [0.086530151967328] [0.061406941938345] [0.092267501578878]
Column 5
[0.102956693803582]
likelihood error: 3.0296e-06
current f = [1.1e-09 1.2e-09 -1.2e-09]
w =
0.543011605751260
0.574842138188213
-0.612123281851649
pic =
Columns 1 through 4
[0.080310090021643] [0.167450787234379] [0.343935401594510] [0.206681103326712]
Column 5
[0.201622617822756]
mu =
Columns 1 through 3
[-2.127000344982533] [-0.840489134876800] [-0.223520868333680]
Columns 4 through 5
[0.599027497121092] [1.312491403188339]
sigma2 =
Columns 1 through 4
[0.141490139673053] [0.086530151967328] [0.061406941938345] [0.092267501578878]
Column 5
[0.102956693803582]
Likelihood error: 9.6147
current f = [5e-10 5.3e-10 -5.7e-10]
w =
0.543644590789416
0.571290751536991
-0.614880017657684
pic =
Columns 1 through 4
[0.080022120360161] [0.167220294638966] [0.344536012601723] [0.206268446396311]
Column 5
[0.201953126002838]
mu =
Columns 1 through 3
[-2.128615572273829] [-0.835082806249676] [-0.225484147632722]
Columns 4 through 5
[0.601327266382961] [1.305403958456892]
sigma2 =
Columns 1 through 4
[0.141344095501837] [0.092238845545682] [0.065265005397037] [0.099794002958752]
Column 5
[0.107547070527037]
likelihood error: 2.0603
current f = [5e-10 5.2e-10 -5.7e-10]
w =
0.543649265010863
0.571285632014440
-0.614880641513462
pic =
Columns 1 through 4
[0.080022120360161] [0.167220294638966] [0.344536012601723] [0.206268446396311]
Column 5
[0.201953126002838]
mu =
Columns 1 through 3
[-2.128726230616069] [-0.835144066111007] [-0.225402442691387]
Columns 4 through 5
[0.601320968094908] [1.305365571904459]
sigma2 =
Columns 1 through 4
[0.141410828111866] [0.092228960922780] [0.065253996089083] [0.099836786964960]
Column 5
[0.107404899650251]
likelihood error: 0.0041122
current f = [5e-10 5.3e-10 -5.7e-10]
w =
0.543649280508797
0.571285619317328
-0.614880639607787
pic =
Columns 1 through 4
[0.080022120360161] [0.167220294638966] [0.344536012601723] [0.206268446396311]
Column 5
[0.201953126002838]
mu =
Columns 1 through 3
[-2.128726270047892] [-0.835144290305563] [-0.225402314181240]
Columns 4 through 5
[0.601321113186574] [1.305365405731916]
sigma2 =
Columns 1 through 4
[0.141411159284912] [0.092228886567296] [0.065254048732131] [0.099836878043637]
Column 5
[0.107404621384977]
likelihood error: 1.9295e-07
current f = [5e-10 5.3e-10 -5.7e-10]
w =
0.543649280508797
0.571285619317328
-0.614880639607787
pic =
Columns 1 through 4
[0.080022120360161] [0.167220294638966] [0.344536012601723] [0.206268446396311]
Column 5
[0.201953126002838]
mu =
Columns 1 through 3
[-2.128726270047892] [-0.835144290305563] [-0.225402314181240]
Columns 4 through 5
[0.601321113186574] [1.305365405731916]
sigma2 =
Columns 1 through 4
[0.141411159284912] [0.092228886567296] [0.065254048732131] [0.099836878043637]
Column 5
[0.107404621384977]
Likelihood error: 3.9092
current f = [2.6e-10 2.7e-10 -3e-10]
w =
0.544198463668455
0.568789038366077
-0.616706625532759
pic =
Columns 1 through 4
[0.079694842342008] [0.167139842107858] [0.345001049518585] [0.206057314724368]
Column 5
[0.202106951307181]
mu =
Columns 1 through 3
[-2.130958523596063] [-0.830890636489472] [-0.227007371406377]
Columns 4 through 5
[0.603366533345390] [1.299756092843695]
sigma2 =
Columns 1 through 4
[0.140699934276658] [0.097056066937356] [0.068409372385449] [0.106214565922823]
Column 5
[0.110983047171987]
likelihood error: 1.2538
current f = [2.6e-10 2.7e-10 -3e-10]
w =
0.544201954267703
0.568785553966618
-0.616706758979187
pic =
Columns 1 through 4
[0.079694842342008] [0.167139842107858] [0.345001049518585] [0.206057314724368]
Column 5
[0.202106951307181]
mu =
Columns 1 through 3
[-2.131015872970258] [-0.830947824849851] [-0.226947853964802]
Columns 4 through 5
[0.603363944212284] [1.299727042611850]
sigma2 =
Columns 1 through 4
[0.140763182330758] [0.097051527401698] [0.068409352058424] [0.106237271746750]
Column 5
[0.110888970407496]
likelihood error: 0.0017784
current f = [2.6e-10 2.7e-10 -2.9e-10]
w =
0.544201965378526
0.568785545220147
-0.616706757241465
pic =
Columns 1 through 4
[0.079694842342008] [0.167139842107858] [0.345001049518585] [0.206057314724368]
Column 5
[0.202106951307181]
mu =
Columns 1 through 3
[-2.131015882013998] [-0.830947994805138] [-0.226947768608354]
Columns 4 through 5
[0.603364055665578] [1.299726927391228]
sigma2 =
Columns 1 through 4
[0.140763426336361] [0.097051471262522] [0.068409395398199] [0.106237319514409]
Column 5
[0.110888775192014]
likelihood error: 6.8713e-07
current f = [2.6e-10 2.7e-10 -2.9e-10]
w =
0.544201965378526
0.568785545220147
-0.616706757241465
pic =
Columns 1 through 4
[0.079694842342008] [0.167139842107858] [0.345001049518585] [0.206057314724368]
Column 5
[0.202106951307181]
mu =
Columns 1 through 3
[-2.131015882013998] [-0.830947994805138] [-0.226947768608354]
Columns 4 through 5
[0.603364055665578] [1.299726927391228]
sigma2 =
Columns 1 through 4
[0.140763426336361] [0.097051471262522] [0.068409395398199] [0.106237319514409]
Column 5
[0.110888775192014]
Likelihood error: 2.0562
current f = [1.5e-10 1.6e-10 -1.7e-10]
w =
0.544679480322895
0.567018702564941
-0.617911041054492
pic =
Columns 1 through 4
[0.079372160607330] [0.167133453740264] [0.345368468491658] [0.205971031768407]
Column 5
[0.202154885392341]
mu =
Columns 1 through 3
[-2.133341940471011] [-0.827371741035856] [-0.228325635855860]
Columns 4 through 5
[0.605228260021874] [1.295072105212972]
sigma2 =
Columns 1 through 4
[0.139886647494416] [0.101273199035490] [0.071091468699480] [0.111822764072584]
Column 5
[0.113812142167752]
likelihood error: 0.84043
current f = [1.5e-10 1.6e-10 -1.7e-10]
w =
0.544682148782565
0.567016192849231
-0.617910991846452
pic =
Columns 1 through 4
[0.079372160607330] [0.167133453740264] [0.345368468491658] [0.205971031768407]
Column 5
[0.202154885392341]
mu =
Columns 1 through 3
[-2.133372370888017] [-0.827419673620260] [-0.228283005357653]
Columns 4 through 5
[0.605229513858044] [1.295049572616323]
sigma2 =
Columns 1 through 4
[0.139940902869232] [0.101270174891846] [0.071095619023569] [0.111834991150541]
Column 5
[0.113747228035747]
likelihood error: 0.00087819
current f = [1.5e-10 1.6e-10 -1.7e-10]
w =
0.544682148782565
0.567016192849231
-0.617910991846452
pic =
Columns 1 through 4
[0.079372160607330] [0.167133453740264] [0.345368468491658] [0.205971031768407]
Column 5
[0.202154885392341]
mu =
Columns 1 through 3
[-2.133372370888017] [-0.827419673620260] [-0.228283005357653]
Columns 4 through 5
[0.605229513858044] [1.295049572616323]
sigma2 =
Columns 1 through 4
[0.139940902869232] [0.101270174891846] [0.071095619023569] [0.111834991150541]
Column 5
[0.113747228035747]
Likelihood error: 1.2521
current f = [9.2e-11 9.5e-11 -1e-10]
w =
0.545096334150350
0.565766882601107
-0.618690408078108
pic =
Columns 1 through 4
[0.079071365645037] [0.167164751647039] [0.345661972190984] [0.205967384150422]
Column 5
[0.202134526366519]
mu =
Columns 1 through 3
[-2.135579837881843] [-0.824265733066050] [-0.229503496476544]
Columns 4 through 5
[0.606961941826212] [1.291052903864218]
sigma2 =
Columns 1 through 4
[0.139065057372501] [0.105042461029960] [0.073437278675227] [0.116841844648468]
Column 5
[0.116218240270509]
likelihood error: 0.60344
current f = [9.2e-11 9.5e-11 -1e-10]
w =
0.545098398226045
0.565765025115018
-0.618690288115292
pic =
Columns 1 through 4
[0.079071365645037] [0.167164751647039] [0.345661972190984] [0.205967384150422]
Column 5
[0.202134526366519]
mu =
Columns 1 through 3
[-2.135596140574290] [-0.824303791798822] [-0.229473443757127]
Columns 4 through 5
[0.606966023174805] [1.291035204809138]
sigma2 =
Columns 1 through 4
[0.139109422061917] [0.105039605271044] [0.073442695399611] [0.116848494276403]
Column 5
[0.116172101661608]
likelihood error: 0.00047612
current f = [9.2e-11 9.5e-11 -1e-10]
w =
0.545098398226045
0.565765025115018
-0.618690288115292
pic =
Columns 1 through 4
[0.079071365645037] [0.167164751647039] [0.345661972190984] [0.205967384150422]
Column 5
[0.202134526366519]
mu =
Columns 1 through 3
[-2.135596140574290] [-0.824303791798822] [-0.229473443757127]
Columns 4 through 5
[0.606966023174805] [1.291035204809138]
sigma2 =
Columns 1 through 4
[0.139109422061917] [0.105039605271044] [0.073442695399611] [0.116848494276403]
Column 5
[0.116172101661608]
Likelihood error: 0.83955
current f = [8.2e-05 8.5e-05 -9.3e-05]
w =
0.545456006220127
0.564888105288345
-0.619176335030022
pic =
Columns 1 through 4
[0.078798102509923] [0.167215547403733] [0.345897711423521] [0.206020683996747]
Column 5
[0.202067954666077]
mu =
Columns 1 through 3
[-2.137607224785444] [-0.821426662307139] [-0.230577249517636]
Columns 4 through 5
[0.608599731114358] [1.287514485826549]
sigma2 =
Columns 1 through 4
[0.138300290250608] [0.108460406719456] [0.075527785309460] [0.121415043232961]
Column 5
[0.118315403968238]
likelihood error: 0.45602
current f = [8.2e-05 8.5e-05 -9.3e-05]
w =
0.545457611017549
0.564886714173585
-0.619176190171827
pic =
Columns 1 through 4
[0.078798102509923] [0.167215547403733] [0.345897711423521] [0.206020683996747]
Column 5
[0.202067954666077]
mu =
Columns 1 through 3
[-2.137616042922967] [-0.821455980324180] [-0.230556458098450]
Columns 4 through 5
[0.608605593460353] [1.287500618148085]
sigma2 =
Columns 1 through 4
[0.138335596939298] [0.108457361177173] [0.075533230108309] [0.121418688305768]
Column 5
[0.118281963469248]
likelihood error: 0.00027325
current f = [8.2e-05 8.5e-05 -9.3e-05]
w =
0.545457611017549
0.564886714173585
-0.619176190171827
pic =
Columns 1 through 4
[0.078798102509923] [0.167215547403733] [0.345897711423521] [0.206020683996747]
Column 5
[0.202067954666077]
mu =
Columns 1 through 3
[-2.137616042922967] [-0.821455980324180] [-0.230556458098450]
Columns 4 through 5
[0.608605593460353] [1.287500618148085]
sigma2 =
Columns 1 through 4
[0.138335596939298] [0.108457361177173] [0.075533230108309] [0.121418688305768]
Column 5
[0.118281963469248]
Likelihood error: 0.60296
current f = [6.9e-05 7.1e-05 -7.8e-05]
w =
0.545764470496388
0.564279861938299
-0.619459049409576
pic =
Columns 1 through 4
[0.078552766415824] [0.167276609457355] [0.346087266196099] [0.206114208968394]
Column 5
[0.201969148962327]
mu =
Columns 1 through 3
[-2.139413459031035] [-0.818769430885642] [-0.231569066217733]
Columns 4 through 5
[0.610163164205807] [1.284336411069593]
sigma2 =
Columns 1 through 4
[0.137614328868071] [0.111593396530625] [0.077418147383475] [0.125639634582901]
Column 5
[0.120178607340052]
likelihood error: 0.35862
current f = [6.8e-05 7.1e-05 -7.8e-05]
w =
0.545765719416861
0.564278816598004
-0.619458901111696
pic =
Columns 1 through 4
[0.078552766415824] [0.167276609457355] [0.346087266196099] [0.206114208968394]
Column 5
[0.201969148962327]
mu =
Columns 1 through 3
[-2.139417801427956] [-0.818791401144483] [-0.231554980824935]
Columns 4 through 5
[0.610169816958718] [1.284325370765082]
sigma2 =
Columns 1 through 4
[0.137641885554487] [0.111590119949460] [0.077423086135005] [0.125641589130577]
Column 5
[0.120154048187912]
likelihood error: 0.00016482
current f = [6.8e-05 7.1e-05 -7.8e-05]
w =
0.545765719416861
0.564278816598004
-0.619458901111696
pic =
Columns 1 through 4
[0.078552766415824] [0.167276609457355] [0.346087266196099] [0.206114208968394]
Column 5
[0.201969148962327]
mu =
Columns 1 through 3
[-2.139417801427956] [-0.818791401144483] [-0.231554980824935]
Columns 4 through 5
[0.610169816958718] [1.284325370765082]
sigma2 =
Columns 1 through 4
[0.137641885554487] [0.111590119949460] [0.077423086135005] [0.125641589130577]
Column 5
[0.120154048187912]
Likelihood error: 0.45575
current f = [5.8e-05 6e-05 -6.6e-05]
w =
0.546027349584844
0.563868781044447
-0.619601682505512
pic =
Columns 1 through 4
[0.078333490900151] [0.167343209535505] [0.346239363932679] [0.206236500647650]
Column 5
[0.201847434984016]
mu =
Columns 1 through 3
[-2.141010677051425] [-0.816242688866631] [-0.232493403835713]
Columns 4 through 5
[0.611667051130962] [1.281435709904502]
sigma2 =
Columns 1 through 4
[0.137009872445707] [0.114489760742785] [0.079147624394082] [0.129584597311037]
Column 5
[0.121859249381730]
likelihood error: 0.29085
current f = [5.8e-05 6e-05 -6.6e-05]
w =
0.546028319434115
0.563867997070472
-0.619601541156319
pic =
Columns 1 through 4
[0.078333490900151] [0.167343209535505] [0.346239363932679] [0.206236500647650]
Column 5
[0.201847434984016]
mu =
Columns 1 through 3
[-2.141012563146547] [-0.816258897072651] [-0.232484177919561]
Columns 4 through 5
[0.611673918587792] [1.281427036875550]
sigma2 =
Columns 1 through 4
[0.137031094354672] [0.114486379563259] [0.079151898681992] [0.129585610502109]
Column 5
[0.121841133855836]
likelihood error: 0.00010082
current f = [5.8e-05 6e-05 -6.6e-05]
w =
0.546028319434115
0.563867997070472
-0.619601541156319
pic =
Columns 1 through 4
[0.078333490900151] [0.167343209535505] [0.346239363932679] [0.206236500647650]
Column 5
[0.201847434984016]
mu =
Columns 1 through 3
[-2.141012563146547] [-0.816258897072651] [-0.232484177919561]
Columns 4 through 5
[0.611673918587792] [1.281427036875550]
sigma2 =
Columns 1 through 4
[0.137031094354672] [0.114486379563259] [0.079151898681992] [0.129585610502109]
Column 5
[0.121841133855836]
Likelihood error: 0.35846
current f = [5e-05 5.2e-05 -5.7e-05]
w =
0.546249835956483
0.563601576524315
-0.619648672738939
pic =
Columns 1 through 4
[0.078137574879995] [0.167412923047434] [0.346360806303073] [0.206379401883816]
Column 5
[0.201709293885682]
mu =
Columns 1 through 3
[-2.142420429477073] [-0.813814821547524] [-0.233360442771320]
Columns 4 through 5
[0.613122213178623] [1.278753534976181]
sigma2 =
Columns 1 through 4
[0.136481542599920] [0.117186353578404] [0.080745203789621] [0.133300645609342]
Column 5
[0.123393933184202]
likelihood error: 0.2418
current f = [5e-05 5.2e-05 -5.7e-05]
w =
0.546250585279546
0.563600992251363
-0.619648543521321
pic =
Columns 1 through 4
[0.078137574879995] [0.167412923047434] [0.346360806303073] [0.206379401883816]
Column 5
[0.201709293885682]
mu =
Columns 1 through 3
[-2.142420859952471] [-0.813826568623978] [-0.233354701045303]
Columns 4 through 5
[0.613128876777042] [1.278746774275642]
sigma2 =
Columns 1 through 4
[0.136497680447029] [0.117182990300322] [0.080748794713863] [0.133301116050998]
Column 5
[0.123380592569133]
likelihood error: 6.1966e-05
current f = [5e-05 5.2e-05 -5.7e-05]
w =
0.546250585279546
0.563600992251363
-0.619648543521321
pic =
Columns 1 through 4
[0.078137574879995] [0.167412923047434] [0.346360806303073] [0.206379401883816]
Column 5
[0.201709293885682]
mu =
Columns 1 through 3
[-2.142420859952471] [-0.813826568623978] [-0.233354701045303]
Columns 4 through 5
[0.613128876777042] [1.278746774275642]
sigma2 =
Columns 1 through 4
[0.136497680447029] [0.117182990300322] [0.080748794713863] [0.133301116050998]
Column 5
[0.123380592569133]
Likelihood error: 0.29075
current f = [4.4e-05 4.5e-05 -5e-05]
w =
0.546436767229509
0.563439268197800
-0.619631451581909
pic =
Columns 1 through 4
[0.077962163337792] [0.167484504982966] [0.346457027288613] [0.206536925216768]
Column 5
[0.201559379173860]
mu =
Columns 1 through 3
[-2.143666083234169] [-0.811465591063683] [-0.234177750316501]
Columns 4 through 5
[0.614536720109085] [1.276246549851248]
sigma2 =
Columns 1 through 4
[0.136021016771678] [0.119712137408220] [0.082232861602032] [0.136826056493420]
Column 5
[0.124809460650693]
likelihood error: 0.20512
current f = [4.4e-05 4.5e-05 -5e-05]
w =
0.546437341449560
0.563438837507275
-0.619631336773174
pic =
Columns 1 through 4
[0.077962163337792] [0.167484504982966] [0.346457027288613] [0.206536925216768]
Column 5
[0.201559379173860]
mu =
Columns 1 through 3
[-2.143665629648240] [-0.811473934952871] [-0.234174487373747]
Columns 4 through 5
[0.614542926820620] [1.276241339086120]
sigma2 =
Columns 1 through 4
[0.136033124246487] [0.119708893486650] [0.082235816063991] [0.136826208218046]
Column 5
[0.124799720723341]
likelihood error: 3.7709e-05
current f = [4.4e-05 4.5e-05 -5e-05]
w =
0.546437341449560
0.563438837507275
-0.619631336773174
pic =
Columns 1 through 4
[0.077962163337792] [0.167484504982966] [0.346457027288613] [0.206536925216768]
Column 5
[0.201559379173860]
mu =
Columns 1 through 3
[-2.143665629648240] [-0.811473934952871] [-0.234174487373747]
Columns 4 through 5
[0.614542926820620] [1.276241339086120]
sigma2 =
Columns 1 through 4
[0.136033124246487] [0.119708893486650] [0.082235816063991] [0.136826208218046]
Column 5
[0.124799720723341]
Likelihood error: 0.24174
current f = [3.9e-05 4e-05 -4.4e-05]
w =
0.546592613999167
0.563353193121491
-0.619572246822253
pic =
Columns 1 through 4
[0.077804557207398] [0.167557307650661] [0.346532450251474] [0.206704562297432]
Column 5
[0.201401122593034]
mu =
Columns 1 through 3
[-2.144769957253553] [-0.809181603665402] [-0.234951258156099]
Columns 4 through 5
[0.615916842880042] [1.273882087176147]
sigma2 =
Columns 1 through 4
[0.135619458530866] [0.122090414724012] [0.083627653248124] [0.140190388912036]
Column 5
[0.126125968689664]
likelihood error: 0.17692
current f = [3.9e-05 4e-05 -4.4e-05]
w =
0.546593048757871
0.563352881036070
-0.619572147007765
pic =
Columns 1 through 4
[0.077804557207398] [0.167557307650661] [0.346532450251474] [0.206704562297432]
Column 5
[0.201401122593034]
mu =
Columns 1 through 3
[-2.144768958279503] [-0.809187376619098] [-0.234949742492397]
Columns 4 through 5
[0.615922458043793] [1.273878133214205]
sigma2 =
Columns 1 through 4
[0.135628394067450] [0.122087361769970] [0.083630042438248] [0.140190351981932]
Column 5
[0.126118978001584]
likelihood error: 2.2302e-05
current f = [3.9e-05 4e-05 -4.4e-05]
w =
0.546593048757871
0.563352881036070
-0.619572147007765
pic =
Columns 1 through 4
[0.077804557207398] [0.167557307650661] [0.346532450251474] [0.206704562297432]
Column 5
[0.201401122593034]
mu =
Columns 1 through 3
[-2.144768958279503] [-0.809187376619098] [-0.234949742492397]
Columns 4 through 5
[0.615922458043793] [1.273878133214205]
sigma2 =
Columns 1 through 4
[0.135628394067450] [0.122087361769970] [0.083630042438248] [0.140190351981932]
Column 5
[0.126118978001584]
Likelihood error: 0.20508
current f = [3.4e-05 3.5e-05 -3.9e-05]
w =
0.546721462705024
0.563322209215324
-0.619486720611432
pic =
Columns 1 through 4
[0.077662337402244] [0.167630978406982] [0.346590728836712] [0.206878842798108]
Column 5
[0.201237112555953]
mu =
Columns 1 through 3
[-2.145752089003724] [-0.806953621537854] [-0.235685802214627]
Columns 4 through 5
[0.617267610249368] [1.271634988961332]
sigma2 =
Columns 1 through 4
[0.135268567665258] [0.124340254742126] [0.084943072007323] [0.143416893885704]
Column 5
[0.127358917731081]
likelihood error: 0.15473
current f = [3.4e-05 3.5e-05 -3.9e-05]
w =
0.546721786184425
0.563321988968688
-0.619486635385449
pic =
Columns 1 through 4
[0.077662337402244] [0.167630978406982] [0.346590728836712] [0.206878842798108]
Column 5
[0.201237112555953]
mu =
Columns 1 through 3
[-2.145750753232428] [-0.806957465694363] [-0.235685503703147]
Columns 4 through 5
[0.617272579723887] [1.271632052723464]
sigma2 =
Columns 1 through 4
[0.135275017678437] [0.124337436474033] [0.084944971970128] [0.143416746757923]
Column 5
[0.127354043941950]
likelihood error: 1.2431e-05
current f = [3.4e-05 3.5e-05 -3.9e-05]
w =
0.546721786184425
0.563321988968688
-0.619486635385449
pic =
Columns 1 through 4
[0.077662337402244] [0.167630978406982] [0.346590728836712] [0.206878842798108]
Column 5
[0.201237112555953]
mu =
Columns 1 through 3
[-2.145750753232428] [-0.806957465694363] [-0.235685503703147]
Columns 4 through 5
[0.617272579723887] [1.271632052723464]
sigma2 =
Columns 1 through 4
[0.135275017678437] [0.124337436474033] [0.084944971970128] [0.143416746757923]
Column 5
[0.127354043941950]
Likelihood error: 0.1769
current f = [3e-05 3.1e-05 -3.4e-05]
w =
0.546827005829014
0.563330698744102
-0.619385831542217
pic =
Columns 1 through 4
[0.077533397009621] [0.167705304126752] [0.346634916776896] [0.207057042172868]
Column 5
[0.201069339913863]
mu =
Columns 1 through 3
[-2.146629894184187] [-0.804774975475413] [-0.236385439451993]
Columns 4 through 5
[0.618593162566765] [1.269485525842531]
sigma2 =
Columns 1 through 4
[0.134960974563374] [0.126477464822642] [0.086189968580017] [0.146524140752443]
Column 5
[0.128520403120088]
likelihood error: 0.13693
current f = [3e-05 3.1e-05 -3.4e-05]
w =
0.546827240432973
0.563330549722955
-0.619385759943024
pic =
Columns 1 through 4
[0.077533397009621] [0.167705304126752] [0.346634916776896] [0.207057042172868]
Column 5
[0.201069339913863]
mu =
Columns 1 through 3
[-2.146628354937977] [-0.804777380556841] [-0.236385975337885]
Columns 4 through 5
[0.618597484387899] [1.269483411626565]
sigma2 =
Columns 1 through 4
[0.134965482186958] [0.126474902520387] [0.086191451531540] [0.146523932690186]
Column 5
[0.128517167922932]
likelihood error: 6.0969e-06
current f = [3e-05 3.1e-05 -3.4e-05]
w =
0.546827240432973
0.563330549722955
-0.619385759943024
pic =
Columns 1 through 4
[0.077533397009621] [0.167705304126752] [0.346634916776896] [0.207057042172868]
Column 5
[0.201069339913863]
mu =
Columns 1 through 3
[-2.146628354937977] [-0.804777380556841] [-0.236385975337885]
Columns 4 through 5
[0.618597484387899] [1.269483411626565]
sigma2 =
Columns 1 through 4
[0.134965482186958] [0.126474902520387] [0.086191451531540] [0.146523932690186]
Column 5
[0.128517167922932]
Likelihood error: 0.15472
current f = [2.7e-05 2.8e-05 -3.1e-05]
w =
0.546912543096442
0.563367123659761
-0.619277164555875
pic =
Columns 1 through 4
[0.077415930150245] [0.167780132945181] [0.346667591825668] [0.207236982215148]
Column 5
[0.200899362863757]
mu =
Columns 1 through 3
[-2.147418241615625] [-0.802640617362453] [-0.237053642105329]
Columns 4 through 5
[0.619896981493839] [1.267417985687147]
sigma2 =
Columns 1 through 4
[0.134690324902302] [0.128515282787662] [0.087377191769890] [0.149527147165516]
Column 5
[0.129620044221430]
likelihood error: 0.12241
current f = [2.7e-05 2.8e-05 -3.1e-05]
w =
0.546912706703608
0.563367029912100
-0.619277105343326
pic =
Columns 1 through 4
[0.077415930150245] [0.167780132945181] [0.346667591825668] [0.207236982215148]
Column 5
[0.200899362863757]
mu =
Columns 1 through 3
[-2.147416586831694] [-0.802641954243436] [-0.237054737148819]
Columns 4 through 5
[0.619900685559996] [1.267416533186289]
sigma2 =
Columns 1 through 4
[0.134693317455644] [0.128512981188478] [0.087378322646626] [0.149526910233720]
Column 5
[0.129618080875124]
likelihood error: 2.0551e-06
current f = [2.7e-05 2.8e-05 -3.1e-05]
w =
0.546912706703608
0.563367029912100
-0.619277105343326
pic =
Columns 1 through 4
[0.077415930150245] [0.167780132945181] [0.346667591825668] [0.207236982215148]
Column 5
[0.200899362863757]
mu =
Columns 1 through 3
[-2.147416586831694] [-0.802641954243436] [-0.237054737148819]
Columns 4 through 5
[0.619900685559996] [1.267416533186289]
sigma2 =
Columns 1 through 4
[0.134693317455644] [0.128512981188478] [0.087378322646626] [0.149526910233720]
Column 5
[0.129618080875124]
Likelihood error: 0.13692
current f = [2.4e-05 2.5e-05 -2.7e-05]
w =
0.546980993265334
0.563422969832658
-0.619165887975001
pic =
Columns 1 through 4
[0.077308402487615] [0.167855336535526] [0.346690948688011] [0.207416891603846]
Column 5
[0.200728420685002]
mu =
Columns 1 through 3
[-2.148129702091534] [-0.800546548873941] [-0.237693423049515]
Columns 4 through 5
[0.621182042589466] [1.265419691392625]
sigma2 =
Columns 1 through 4
[0.134451226119085] [0.130464888469909] [0.088512045984049] [0.152438184300860]
Column 5
[0.130665601848949]
likelihood error: 0.11039
current f = [2.4e-05 2.5e-05 -2.7e-05]
w =
0.546981100181888
0.563422918965986
-0.619165839806767
pic =
Columns 1 through 4
[0.077308402487615] [0.167855336535526] [0.346690948688011] [0.207416891603846]
Column 5
[0.200728420685002]
mu =
Columns 1 through 3
[-2.148127991101196] [-0.800547097251099] [-0.237694880270784]
Columns 4 through 5
[0.621185176587743] [1.265418769436801]
sigma2 =
Columns 1 through 4
[0.134453038854990] [0.130462840940050] [0.088512881496975] [0.152437939923376]
Column 5
[0.130664626407817]
likelihood error: 4.8709e-07
current f = [2.4e-05 2.5e-05 -2.7e-05]
w =
0.546981100181888
0.563422918965986
-0.619165839806767
pic =
Columns 1 through 4
[0.077308402487615] [0.167855336535526] [0.346690948688011] [0.207416891603846]
Column 5
[0.200728420685002]
mu =
Columns 1 through 3
[-2.148127991101196] [-0.800547097251099] [-0.237694880270784]
Columns 4 through 5
[0.621185176587743] [1.265418769436801]
sigma2 =
Columns 1 through 4
[0.134453038854990] [0.130462840940050] [0.088512881496975] [0.152437939923376]
Column 5
[0.130664626407817]
Likelihood error: 0.12241
current f = [2.2e-05 2.2e-05 -2.5e-05]
w =
0.547034914389185
0.563491969771197
-0.619055445230721
pic =
Columns 1 through 4
[0.077209516022946] [0.167930793365047] [0.346706870162893] [0.207595306415051]
Column 5
[0.200557514034062]
mu =
Columns 1 through 3
[-2.148774851497366] [-0.798489473431076] [-0.238307421383290]
Columns 4 through 5
[0.622450919137431] [1.263480301884725]
sigma2 =
Columns 1 through 4
[0.134239140089611] [0.132335792280607] [0.089600624953419] [0.155267363275186]
Column 5
[0.131663416219870]
likelihood error: 0.10031
current f = [2.2e-05 2.2e-05 -2.5e-05]
w =
0.547034976083994
0.563491952128681
-0.619055406771227
pic =
Columns 1 through 4
[0.077209516022946] [0.167930793365047] [0.346706870162893] [0.207595306415051]
Column 5
[0.200557514034062]
mu =
Columns 1 through 3
[-2.148773124813127] [-0.798489443713174] [-0.238309100659551]
Columns 4 through 5
[0.622453539099736] [1.263479803374020]
sigma2 =
Columns 1 through 4
[0.134240035733051] [0.132333984936007] [0.089601213795121] [0.155267125944047]
Column 5
[0.131663207361680]
likelihood error: 2.0434e-06
current f = [2.2e-05 2.2e-05 -2.5e-05]
w =
0.547034976083994
0.563491952128681
-0.619055406771227
pic =
Columns 1 through 4
[0.077209516022946] [0.167930793365047] [0.346706870162893] [0.207595306415051]
Column 5
[0.200557514034062]
mu =
Columns 1 through 3
[-2.148773124813127] [-0.798489443713174] [-0.238309100659551]
Columns 4 through 5
[0.622453539099736] [1.263479803374020]
sigma2 =
Columns 1 through 4
[0.134240035733051] [0.132333984936007] [0.089601213795121] [0.155267125944047]
Column 5
[0.131663207361680]
Likelihood error: 0.11039
current f = [1.9e-05 2e-05 -2.2e-05]
w =
0.547076529980444
0.563569527244253
-0.618948055779277
pic =
Columns 1 through 4
[0.077118174294162] [0.168006382516249] [0.346716982486183] [0.207770997941170]
Column 5
[0.200387462762236]
mu =
Columns 1 through 3
[-2.149362571270969] [-0.796466581667970] [-0.238897964240261]
Columns 4 through 5
[0.623705854626237] [1.261591304722854]
sigma2 =
Columns 1 through 4
[0.134050262589899] [0.134136136562999] [0.090648059747993] [0.158023070447154]
Column 5
[0.132618723596657]
likelihood error: 0.091761
current f = [1.9e-05 2e-05 -2.2e-05]
w =
0.547076555658609
0.563569535283026
-0.618948025763675
pic =
Columns 1 through 4
[0.077118174294162] [0.168006382516249] [0.346716982486183] [0.207770997941170]
Column 5
[0.200387462762236]
mu =
Columns 1 through 3
[-2.149360856561822] [-0.796466131891539] [-0.238899766678010]
Columns 4 through 5
[0.623708018813413] [1.261591142448542]
sigma2 =
Columns 1 through 4
[0.134050446987098] [0.134134551363189] [0.090648443285569] [0.158022849926057]
Column 5
[0.132619108049784]
likelihood error: 2.9507e-06
current f = [1.9e-05 2e-05 -2.2e-05]
w =
0.547076555658609
0.563569535283026
-0.618948025763675
pic =
Columns 1 through 4
[0.077118174294162] [0.168006382516249] [0.346716982486183] [0.207770997941170]
Column 5
[0.200387462762236]
mu =
Columns 1 through 3
[-2.149360856561822] [-0.796466131891539] [-0.238899766678010]
Columns 4 through 5
[0.623708018813413] [1.261591142448542]
sigma2 =
Columns 1 through 4
[0.134050446987098] [0.134134551363189] [0.090648443285569] [0.158022849926057]
Column 5
[0.132619108049784]
Likelihood error: 0.10031
current f = [1.7e-05 1.8e-05 -2e-05]
w =
0.547107758650220
0.563652289674282
-0.618845077790505
pic =
Columns 1 through 4
[0.077033450678853] [0.168081982567107] [0.346722698930363] [0.207942919573151]
Column 5
[0.200218948250527]
mu =
Columns 1 through 3
[-2.149900321536102] [-0.794475417309355] [-0.239467113750048]
Columns 4 through 5
[0.624948814723494] [1.259745641233135]
sigma2 =
Columns 1 through 4
[0.133881407994528] [0.135872932999603] [0.091658706174710] [0.160712296048744]
Column 5
[0.133535889268671]
likelihood error: 0.08444
current f = [1.7e-05 1.8e-05 -2e-05]
w =
0.547107755704385
0.563652317492702
-0.618845055058917
pic =
Columns 1 through 4
[0.077033450678853] [0.168081982567107] [0.346722698930363] [0.207942919573151]
Column 5
[0.200218948250527]
mu =
Columns 1 through 3
[-2.149898637460073] [-0.794474666031591] [-0.239468970287584]
Columns 4 through 5
[0.624950579842662] [1.259745744398573]
sigma2 =
Columns 1 through 4
[0.133881042462621] [0.135871549966718] [0.091658919304099] [0.160712098762951]
Column 5
[0.133536731020030]
likelihood error: 3.4318e-06
current f = [1.7e-05 1.8e-05 -2e-05]
w =
0.547107755704385
0.563652317492702
-0.618845055058917
pic =
Columns 1 through 4
[0.077033450678853] [0.168081982567107] [0.346722698930363] [0.207942919573151]
Column 5
[0.200218948250527]
mu =
Columns 1 through 3
[-2.149898637460073] [-0.794474666031591] [-0.239468970287584]
Columns 4 through 5
[0.624950579842662] [1.259745744398573]
sigma2 =
Columns 1 through 4
[0.133881042462621] [0.135871549966718] [0.091658919304099] [0.160712098762951]
Column 5
[0.133536731020030]
Likelihood error: 0.091764
current f = [1.6e-05 1.6e-05 -1.8e-05]
w =
0.547130245202366
0.563737829468690
-0.618747270250791
pic =
Columns 1 through 4
[0.076954560742995] [0.168157472663962] [0.346725254507798] [0.208110167238878]
Column 5
[0.200052544846369]
mu =
Columns 1 through 3
[-2.150394378511911] [-0.792513791821702] [-0.240016704224494]
Columns 4 through 5
[0.626181525600046] [1.257937425111627]
sigma2 =
Columns 1 through 4
[0.133729906608816] [0.137552251909537] [0.092636288490957] [0.163340886083177]
Column 5
[0.134418581800123]
likelihood error: 0.078109
current f = [1.6e-05 1.6e-05 -1.8e-05]
w =
0.547130219570263
0.563737872444433
-0.618747253763290
pic =
Columns 1 through 4
[0.076954560742995] [0.168157472663962] [0.346725254507798] [0.208110167238878]
Column 5
[0.200052544846369]
mu =
Columns 1 through 3
[-2.150392737293009] [-0.792512827870322] [-0.240018567326182]
Columns 4 through 5
[0.626182944620835] [1.257937736426425]
sigma2 =
Columns 1 through 4
[0.133729117606570] [0.137551050652508] [0.092636360500054] [0.163340716052299]
Column 5
[0.134419773944362]
likelihood error: 3.635e-06
current f = [1.6e-05 1.6e-05 -1.8e-05]
w =
0.547130219570263
0.563737872444433
-0.618747253763290
pic =
Columns 1 through 4
[0.076954560742995] [0.168157472663962] [0.346725254507798] [0.208110167238878]
Column 5
[0.200052544846369]
mu =
Columns 1 through 3
[-2.150392737293009] [-0.792512827870322] [-0.240018567326182]
Columns 4 through 5
[0.626182944620835] [1.257937736426425]
sigma2 =
Columns 1 through 4
[0.133729117606570] [0.137551050652508] [0.092636360500054] [0.163340716052299]
Column 5
[0.134419773944362]
Likelihood error: 0.084443
current f = [1.4e-05 1.4e-05 -1.6e-05]
w =
0.547145391630409
0.563824406104527
-0.618654981703428
pic =
Columns 1 through 4
[0.076880838709019] [0.168232734337428] [0.346725733832970] [0.208271949639113]
Column 5
[0.199888743481469]
mu =
Columns 1 through 3
[-2.150850035682574] [-0.790579728873221] [-0.240548372532210]
Columns 4 through 5
[0.627405503004088] [1.256161728102192]
sigma2 =
Columns 1 through 4
[0.133593516639660] [0.139179374636525] [0.093584011106891] [0.165913738107127]
Column 5
[0.135269905372611]
likelihood error: 0.07259
current f = [1.4e-05 1.4e-05 -1.6e-05]
w =
0.547145348079660
0.563824460615847
-0.618654970542889
pic =
Columns 1 through 4
[0.076880838709019] [0.168232734337428] [0.346725733832970] [0.208271949639113]
Column 5
[0.199888743481469]
mu =
Columns 1 through 3
[-2.150848444913795] [-0.790578618689326] [-0.240550210140006]
Columns 4 through 5
[0.627406624044662] [1.256162201356219]
sigma2 =
Columns 1 through 4
[0.133592403314539] [0.139178335347749] [0.093583966480270] [0.165913597605460]
Column 5
[0.135271363862936]
likelihood error: 3.6593e-06
current f = [1.4e-05 1.4e-05 -1.6e-05]
w =
0.547145348079660
0.563824460615847
-0.618654970542889
pic =
Columns 1 through 4
[0.076880838709019] [0.168232734337428] [0.346725733832970] [0.208271949639113]
Column 5
[0.199888743481469]
mu =
Columns 1 through 3
[-2.150848444913795] [-0.790578618689326] [-0.240550210140006]
Columns 4 through 5
[0.627406624044662] [1.256162201356219]
sigma2 =
Columns 1 through 4
[0.133592403314539] [0.139178335347749] [0.093583966480270] [0.165913597605460]
Column 5
[0.135271363862936]
Likelihood error: 0.078113
current f = [1.3e-05 1.3e-05 -1.4e-05]
w =
0.547154386910601
0.563910788320371
-0.618568285452903
pic =
Columns 1 through 4
[0.076811717721514] [0.168307653365209] [0.346725093661570] [0.208427565667547]
Column 5
[0.199727969584160]
mu =
Columns 1 through 3
[-2.151271771720877] [-0.788671427171312] [-0.241063583456213]
Columns 4 through 5
[0.628622074953407] [1.254414414554656]
sigma2 =
Columns 1 through 4
[0.133470350318002] [0.140758917199255] [0.094504646476474] [0.168434955381123]
Column 5
[0.136092501781891]
likelihood error: 0.067739
current f = [1.3e-05 1.3e-05 -1.4e-05]
w =
0.547154329266559
0.563910851530236
-0.618568278820551
pic =
Columns 1 through 4
[0.076811717721514] [0.168307653365209] [0.346725093661570] [0.208427565667547]
Column 5
[0.199727969584160]
mu =
Columns 1 through 3
[-2.151270235663240] [-0.788670220330333] [-0.241065374588602]
Columns 4 through 5
[0.628622940862224] [1.254415012597563]
sigma2 =
Columns 1 through 4
[0.133468990391540] [0.140758021264215] [0.094504505616397] [0.168434845423232]
Column 5
[0.136094160585082]
likelihood error: 3.5708e-06
current f = [1.3e-05 1.3e-05 -1.4e-05]
w =
0.547154329266559
0.563910851530236
-0.618568278820551
pic =
Columns 1 through 4
[0.076811717721514] [0.168307653365209] [0.346725093661570] [0.208427565667547]
Column 5
[0.199727969584160]
mu =
Columns 1 through 3
[-2.151270235663240] [-0.788670220330333] [-0.241065374588602]
Columns 4 through 5
[0.628622940862224] [1.254415012597563]
sigma2 =
Columns 1 through 4
[0.133468990391540] [0.140758021264215] [0.094504505616397] [0.168434845423232]
Column 5
[0.136094160585082]
Likelihood error: 0.072593
current f = [1.1e-05 1.2e-05 -1.3e-05]
w =
0.547158234863901
0.563996121182477
-0.618487075738949
pic =
Columns 1 through 4
[0.076746713439838] [0.168382121379758] [0.346724181247153] [0.208576387168145]
Column 5
[0.199570596765106]
mu =
Columns 1 through 3
[-2.151663389434328] [-0.786787234749301] [-0.241563651174522]
Columns 4 through 5
[0.629832399944512] [1.252692012095704]
sigma2 =
Columns 1 through 4
[0.133358812662063] [0.142294931311808] [0.095400605035077] [0.170907969743773]
Column 5
[0.136888630153767]
likelihood error: 0.063446
current f = [1.1e-05 1.2e-05 -1.3e-05]
w =
0.547158166192552
0.563996190870592
-0.618487072945812
pic =
Columns 1 through 4
[0.076746713439838] [0.168382121379758] [0.346724181247153] [0.208576387168145]
Column 5
[0.199570596765106]
mu =
Columns 1 through 3
[-2.151661909970474] [-0.786785968111841] [-0.241565382727772]
Columns 4 through 5
[0.629833048317945] [1.252692705160023]
sigma2 =
Columns 1 through 4
[0.133357267023437] [0.142294161643122] [0.095400384893468] [0.170907890449355]
Column 5
[0.136890437463280]
likelihood error: 3.4137e-06
current f = [1.1e-05 1.2e-05 -1.3e-05]
w =
0.547158166192552
0.563996190870592
-0.618487072945812
pic =
Columns 1 through 4
[0.076746713439838] [0.168382121379758] [0.346724181247153] [0.208576387168145]
Column 5
[0.199570596765106]
mu =
Columns 1 through 3
[-2.151661909970474] [-0.786785968111841] [-0.241565382727772]
Columns 4 through 5
[0.629833048317945] [1.252692705160023]
sigma2 =
Columns 1 through 4
[0.133357267023437] [0.142294161643122] [0.095400384893468] [0.170907890449355]
Column 5
[0.136890437463280]
Likelihood error: 0.067743
current f = [1e-05 1e-05 -1.1e-05]
w =
0.547157779662507
0.564079826723435
-0.618411135520702
pic =
Columns 1 through 4
[0.076685410461502] [0.168456037118822] [0.346723749384564] [0.208717845705819]
Column 5
[0.199416957329293]
mu =
Columns 1 through 3
[-2.152028130178823] [-0.784925630480008] [-0.242049757629284]
Columns 4 through 5
[0.631037481956416] [1.250991609306898]
sigma2 =
Columns 1 through 4
[0.133257551071457] [0.143790987423897] [0.096273991432626] [0.173335640730912]
Column 5
[0.137660230085790]
likelihood error: 0.059619
current f = [1e-05 1e-05 -1.1e-05]
w =
0.547157702417682
0.564079901154979
-0.618411135977066
pic =
Columns 1 through 4
[0.076685410461502] [0.168456037118822] [0.346723749384564] [0.208717845705819]
Column 5
[0.199416957329293]
mu =
Columns 1 through 3
[-2.152026707519573] [-0.784924331315522] [-0.242051422056268]
Columns 4 through 5
[0.631037945414696] [1.250992373621672]
sigma2 =
Columns 1 through 4
[0.133255867369224] [0.143790328605136] [0.096273706057790] [0.173335591601042]
Column 5
[0.137662145344708]
likelihood error: 3.2173e-06
current f = [1e-05 1e-05 -1.1e-05]
w =
0.547157702417682
0.564079901154979
-0.618411135977066
pic =
Columns 1 through 4
[0.076685410461502] [0.168456037118822] [0.346723749384564] [0.208717845705819]
Column 5
[0.199416957329293]
mu =
Columns 1 through 3
[-2.152026707519573] [-0.784924331315522] [-0.242051422056268]
Columns 4 through 5
[0.631037945414696] [1.250992373621672]
sigma2 =
Columns 1 through 4
[0.133255867369224] [0.143790328605136] [0.096273706057790] [0.173335591601042]
Column 5
[0.137662145344708]
Likelihood error: 0.063449
current f = [9e-06 9.3e-06 -1e-05]
w =
0.547153728785840
0.564161529732646
-0.618340183683472
pic =
Columns 1 through 4
[0.076627451112408] [0.168529307313241] [0.346724468809798] [0.208851422388905]
Column 5
[0.199267350375647]
mu =
Columns 1 through 3
[-2.152368767860545] [-0.783085210227060] [-0.242522968329688]
Columns 4 through 5
[0.632238183123757] [1.249310773819308]
sigma2 =
Columns 1 through 4
[0.133165413982756] [0.145250243370578] [0.097126650187332] [0.175720336478987]
Column 5
[0.138408972305702]
likelihood error: 0.056188
current f = [9e-06 9.3e-06 -1e-05]
w =
0.547153644927941
0.564161607555325
-0.618340186887670
pic =
Columns 1 through 4
[0.076627451112408] [0.168529307313241] [0.346724468809798] [0.208851422388905]
Column 5
[0.199267350375647]
mu =
Columns 1 through 3
[-2.152367401069506] [-0.783083898568141] [-0.242524561959266]
Columns 4 through 5
[0.632238489726324] [1.249311590468459]
sigma2 =
Columns 1 through 4
[0.133163629439525] [0.145249681673371] [0.097126311192922] [0.175720316604665]
Column 5
[0.138410963856809]
likelihood error: 3.0011e-06
current f = [9e-06 9.3e-06 -1e-05]
w =
0.547153644927941
0.564161607555325
-0.618340186887670
pic =
Columns 1 through 4
[0.076627451112408] [0.168529307313241] [0.346724468809798] [0.208851422388905]
Column 5
[0.199267350375647]
mu =
Columns 1 through 3
[-2.152367401069506] [-0.783083898568141] [-0.242524561959266]
Columns 4 through 5
[0.632238489726324] [1.249311590468459]
sigma2 =
Columns 1 through 4
[0.133163629439525] [0.145249681673371] [0.097126311192922] [0.175720316604665]
Column 5
[0.138410963856809]
Likelihood error: 0.059623
current f = [8.1e-06 8.4e-06 -9.2e-06]
w =
0.547146673396193
0.564241002404556
-0.618273907402239
pic =
Columns 1 through 4
[0.076572526195183] [0.168601847248436] [0.346726938477017] [0.208976640036706]
Column 5
[0.199122048042657]
mu =
Columns 1 through 3
[-2.152687686131542] [-0.781264676035071] [-0.242984245998809]
Columns 4 through 5
[0.633435234689215] [1.247647485989539]
sigma2 =
Columns 1 through 4
[0.133081417000143] [0.146675501432527] [0.097960203087746] [0.178064000543475]
Column 5
[0.139136299814870]
likelihood error: 0.053092
current f = [8.1e-06 8.4e-06 -9.2e-06]
w =
0.547146584488073
0.564241082567626
-0.618273912929605
pic =
Columns 1 through 4
[0.076572526195183] [0.168601847248436] [0.346726938477017] [0.208976640036706]
Column 5
[0.199122048042657]
mu =
Columns 1 through 3
[-2.152686373513206] [-0.781263366455053] [-0.242985767822673]
Columns 4 through 5
[0.633435408411667] [1.247648339975387]
sigma2 =
Columns 1 through 4
[0.133079560623482] [0.146675024753195] [0.097959820052648] [0.178064008761400]
Column 5
[0.139138343040517]
likelihood error: 2.7777e-06
current f = [8.1e-06 8.4e-06 -9.2e-06]
w =
0.547146584488073
0.564241082567626
-0.618273912929605
pic =
Columns 1 through 4
[0.076572526195183] [0.168601847248436] [0.346726938477017] [0.208976640036706]
Column 5
[0.199122048042657]
mu =
Columns 1 through 3
[-2.152686373513206] [-0.781263366455053] [-0.242985767822673]
Columns 4 through 5
[0.633435408411667] [1.247648339975387]
sigma2 =
Columns 1 through 4
[0.133079560623482] [0.146675024753195] [0.097959820052648] [0.178064008761400]
Column 5
[0.139138343040517]
Likelihood error: 0.056191
current f = [7.4e-06 7.6e-06 -8.3e-06]
w =
0.547137106217312
0.564318123129359
-0.618211983864153
pic =
Columns 1 through 4
[0.076520367347430] [0.168673581050302] [0.346731694120963] [0.209093057166571]
Column 5
[0.198981300314736]
mu =
Columns 1 through 3
[-2.152986941832138] [-0.779462827362836] [-0.243434462386979]
Columns 4 through 5
[0.634629246669023] [1.246000084565892]
sigma2 =
Columns 1 through 4
[0.133004715141903] [0.148069256011306] [0.098776080097352] [0.180368207746894]
Column 5
[0.139843461694958]
likelihood error: 0.050283
current f = [7.4e-06 7.6e-06 -8.3e-06]
w =
0.547137013501789
0.564318204819766
-0.618211991356614
pic =
Columns 1 through 4
[0.076520367347430] [0.168673581050302] [0.346731694120963] [0.209093057166571]
Column 5
[0.198981300314736]
mu =
Columns 1 through 3
[-2.152985681216628] [-0.779461530320436] [-0.243435913187471]
Columns 4 through 5
[0.634629307892313] [1.246000964043747]
sigma2 =
Columns 1 through 4
[0.133002809464938] [0.148068853759858] [0.098775660905115] [0.180368242753845]
Column 5
[0.139845537541817]
likelihood error: 2.5551e-06
current f = [7.4e-06 7.6e-06 -8.3e-06]
w =
0.547137013501789
0.564318204819766
-0.618211991356614
pic =
Columns 1 through 4
[0.076520367347430] [0.168673581050302] [0.346731694120963] [0.209093057166571]
Column 5
[0.198981300314736]
mu =
Columns 1 through 3
[-2.152985681216628] [-0.779461530320436] [-0.243435913187471]
Columns 4 through 5
[0.634629307892313] [1.246000964043747]
sigma2 =
Columns 1 through 4
[0.133002809464938] [0.148068853759858] [0.098775660905115] [0.180368242753845]
Column 5
[0.139845537541817]
Likelihood error: 0.053095
current f = [6.7e-06 6.9e-06 -7.6e-06]
w =
0.547125437071322
0.564392845887948
-0.618154094421871
pic =
Columns 1 through 4
[0.076470740719216] [0.168744441747211] [0.346739215427052] [0.209200263405320]
Column 5
[0.198845338701201]
mu =
Columns 1 through 3
[-2.153268317214991] [-0.777678553732432] [-0.243874408514245]
Columns 4 through 5
[0.635820716546375] [1.244367221646875]
sigma2 =
Columns 1 through 4
[0.132934580068187] [0.149433733666470] [0.099575545097942] [0.182634211427384]
Column 5
[0.140531541193400]
likelihood error: 0.04772
current f = [6.7e-06 6.9e-06 -7.6e-06]
w =
0.547125341533879
0.564392928479876
-0.618154103578430
pic =
Columns 1 through 4
[0.076470740719216] [0.168744441747211] [0.346739215427052] [0.209200263405320]
Column 5
[0.198845338701201]
mu =
Columns 1 through 3
[-2.153267106164489] [-0.777677276590646] [-0.243875790240654]
Columns 4 through 5
[0.635820682528402] [1.244368117301571]
sigma2 =
Columns 1 through 4
[0.132932642522738] [0.149433396630820] [0.099575096223800] [0.182634271862275]
Column 5
[0.140533635001005]
likelihood error: 2.3384e-06
current f = [6.7e-06 6.9e-06 -7.6e-06]
w =
0.547125341533879
0.564392928479876
-0.618154103578430
pic =
Columns 1 through 4
[0.076470740719216] [0.168744441747211] [0.346739215427052] [0.209200263405320]
Column 5
[0.198845338701201]
mu =
Columns 1 through 3
[-2.153267106164489] [-0.777677276590646] [-0.243875790240654]
Columns 4 through 5
[0.635820682528402] [1.244368117301571]
sigma2 =
Columns 1 through 4
[0.132932642522738] [0.149433396630820] [0.099575096223800] [0.182634271862275]
Column 5
[0.140533635001005]
Likelihood error: 0.050285
current f = [6.2e-06 6.4e-06 -7e-06]
w =
0.547112006270772
0.564465177593556
-0.618099933415298
pic =
Columns 1 through 4
[0.076423441730157] [0.168814371154956] [0.346749932065446] [0.209297876024386]
Column 5
[0.198714379025056]
mu =
Columns 1 through 3
[-2.153533363030306] [-0.775910828393610] [-0.244304803560554]
Columns 4 through 5
[0.637010037225905] [1.242747824884736]
sigma2 =
Columns 1 through 4
[0.132870381357682] [0.150770926907057] [0.100359717499721] [0.184862983907637]
Column 5
[0.141201479297951]
likelihood error: 0.045371
current f = [6.2e-06 6.4e-06 -7e-06]
w =
0.547111908690278
0.564465260608491
-0.618099943983521
pic =
Columns 1 through 4
[0.076423441730157] [0.168814371154956] [0.346749932065446] [0.209297876024386]
Column 5
[0.198714379025056]
mu =
Columns 1 through 3
[-2.153532198986273] [-0.775909576192912] [-0.244306118886210]
Columns 4 through 5
[0.637009922538682] [1.242748729424411]
sigma2 =
Columns 1 through 4
[0.132868425359431] [0.150770647107863] [0.100359244252502] [0.184863068408556]
Column 5
[0.141203579867737]
likelihood error: 2.1305e-06
current f = [6.2e-06 6.4e-06 -7e-06]
w =
0.547111908690278
0.564465260608491
-0.618099943983521
pic =
Columns 1 through 4
[0.076423441730157] [0.168814371154956] [0.346749932065446] [0.209297876024386]
Column 5
[0.198714379025056]
mu =
Columns 1 through 3
[-2.153532198986273] [-0.775909576192912] [-0.244306118886210]
Columns 4 through 5
[0.637009922538682] [1.242748729424411]
sigma2 =
Columns 1 through 4
[0.132868425359431] [0.150770647107863] [0.100359244252502] [0.184863068408556]
Column 5
[0.141203579867737]
Likelihood error: 0.047723
current f = [5.8e-06 6e-06 -6.5e-06]
w =
0.547097096081506
0.564535161382861
-0.618049213284249
pic =
Columns 1 through 4
[0.076378290710000] [0.168883319624588] [0.346764228794143] [0.209385537367177]
Column 5
[0.198588623504094]
mu =
Columns 1 through 3
[-2.153783434165736] [-0.774158702742754] [-0.244726302588691]
Columns 4 through 5
[0.638197504425193] [1.241141065366305]
sigma2 =
Columns 1 through 4
[0.132811571074243] [0.152082622853343] [0.101129590516092] [0.187055251590212]
Column 5
[0.141854094715457]
likelihood error: 0.043208
current f = [5.8e-06 6e-06 -6.5e-06]
w =
0.547096997071264
0.564535244457968
-0.618049225052765
pic =
Columns 1 through 4
[0.076378290710000] [0.168883319624588] [0.346764228794143] [0.209385537367177]
Column 5
[0.198588623504094]
mu =
Columns 1 through 3
[-2.153782314551652] [-0.774157478788480] [-0.244727554599353]
Columns 4 through 5
[0.638197321349410] [1.241141973112555]
sigma2 =
Columns 1 through 4
[0.132809606881547] [0.152082393399514] [0.101129097241506] [0.187055358832372]
Column 5
[0.141856193570621]
likelihood error: 1.9329e-06
current f = [5.8e-06 6e-06 -6.5e-06]
w =
0.547096997071264
0.564535244457968
-0.618049225052765
pic =
Columns 1 through 4
[0.076378290710000] [0.168883319624588] [0.346764228794143] [0.209385537367177]
Column 5
[0.198588623504094]
mu =
Columns 1 through 3
[-2.153782314551652] [-0.774157478788480] [-0.244727554599353]
Columns 4 through 5
[0.638197321349410] [1.241141973112555]
sigma2 =
Columns 1 through 4
[0.132809606881547] [0.152082393399514] [0.101129097241506] [0.187055358832372]
Column 5
[0.141856193570621]
Likelihood error: 0.045373
current f = [5.5e-06 5.7e-06 -6.2e-06]
w =
0.547080940475464
0.564602864355529
-0.618001667141971
pic =
Columns 1 through 4
[0.076335129262951] [0.168951245686165] [0.346782449796301] [0.209462912988143]
Column 5
[0.198468262266440]
mu =
Columns 1 through 3
[-2.154019719214439] [-0.772421301322485] [-0.245139503258033]
Columns 4 through 5
[0.639383323637992] [1.239546329961233]
sigma2 =
Columns 1 through 4
[0.132757671008955] [0.153370427667353] [0.101886046727665] [0.189211525770926]
Column 5
[0.142490100952885]
likelihood error: 0.041206
current f = [5.5e-06 5.7e-06 -6.2e-06]
w =
0.547080840516406
0.564602947218562
-0.618001679933941
pic =
Columns 1 through 4
[0.076335129262951] [0.168951245686165] [0.346782449796301] [0.209462912988143]
Column 5
[0.198468262266440]
mu =
Columns 1 through 3
[-2.154018641505457] [-0.772420107631353] [-0.245140695235344]
Columns 4 through 5
[0.639383082512300] [1.239547236518215]
sigma2 =
Columns 1 through 4
[0.132755706403264] [0.153370242618452] [0.101885536978649] [0.189211654490279]
Column 5
[0.142492191749882]
likelihood error: 1.7463e-06
current f = [5.5e-06 5.7e-06 -6.2e-06]
w =
0.547080840516406
0.564602947218562
-0.618001679933941
pic =
Columns 1 through 4
[0.076335129262951] [0.168951245686165] [0.346782449796301] [0.209462912988143]
Column 5
[0.198468262266440]
mu =
Columns 1 through 3
[-2.154018641505457] [-0.772420107631353] [-0.245140695235344]
Columns 4 through 5
[0.639383082512300] [1.239547236518215]
sigma2 =
Columns 1 through 4
[0.132755706403264] [0.153370242618452] [0.101885536978649] [0.189211654490279]
Column 5
[0.142492191749882]
Likelihood error: 0.043209
current f = [5.3e-06 5.5e-06 -6e-06]
w =
0.547063733385365
0.564668368634313
-0.617957049647326
pic =
Columns 1 through 4
[0.076293817225887] [0.169018115615091] [0.346804902385623] [0.209529690360838]
Column 5
[0.198353474412561]
mu =
Columns 1 through 3
[-2.154243265082743] [-0.770697817282403] [-0.245544951665145]
Columns 4 through 5
[0.640567616773282] [1.237963197198091]
sigma2 =
Columns 1 through 4
[0.132708262101406] [0.154635787478816] [0.102629871427976] [0.191332130020490]
Column 5
[0.143110121037294]
likelihood error: 0.039346
current f = [5.3e-06 5.5e-06 -6e-06]
w =
0.547063632852892
0.564668451083723
-0.617957063314821
pic =
Columns 1 through 4
[0.076293817225887] [0.169018115615091] [0.346804902385623] [0.209529690360838]
Column 5
[0.198353474412561]
mu =
Columns 1 through 3
[-2.154242226850959] [-0.770696654921975] [-0.245546086938669]
Columns 4 through 5
[0.640567326299035] [1.237964099186043]
sigma2 =
Columns 1 through 4
[0.132706302926740] [0.154635641717890] [0.102629348107075] [0.191332279026781]
Column 5
[0.143112199097967]
likelihood error: 1.5707e-06
current f = [5.3e-06 5.5e-06 -6e-06]
w =
0.547063632852892
0.564668451083723
-0.617957063314821
pic =
Columns 1 through 4
[0.076293817225887] [0.169018115615091] [0.346804902385623] [0.209529690360838]
Column 5
[0.198353474412561]
mu =
Columns 1 through 3
[-2.154242226850959] [-0.770696654921975] [-0.245546086938669]
Columns 4 through 5
[0.640567326299035] [1.237964099186043]
sigma2 =
Columns 1 through 4
[0.132706302926740] [0.154635641717890] [0.102629348107075] [0.191332279026781]
Column 5
[0.143112199097967]
Likelihood error: 0.041207
current f = [5.3e-06 5.4e-06 -5.9e-06]
w =
0.547045635659705
0.564731764898719
-0.617915136770655
pic =
Columns 1 through 4
[0.076254230114934] [0.169083902942420] [0.346831860188935] [0.209585578040448]
Column 5
[0.198244428713263]
mu =
Columns 1 through 3
[-2.154454997536722] [-0.768987508215840] [-0.245943147428771]
Columns 4 through 5
[0.641750428550688] [1.236391415935545]
sigma2 =
Columns 1 through 4
[0.132662975639934] [0.155880006396743] [0.103361764141880] [0.193417224796836]
Column 5
[0.143714700290449]
likelihood error: 0.037611
current f = [5.3e-06 5.4e-06 -5.9e-06]
w =
0.547045534845382
0.564731846787873
-0.617915151189838
pic =
Columns 1 through 4
[0.076254230114934] [0.169083902942420] [0.346831860188935] [0.209585578040448]
Column 5
[0.198244428713263]
mu =
Columns 1 through 3
[-2.154453996478762] [-0.768986377562457] [-0.245944229277276]
Columns 4 through 5
[0.641750096054862] [1.236392310776736]
sigma2 =
Columns 1 through 4
[0.132661026230775] [0.155879895515312] [0.103361229619965] [0.193417392979054]
Column 5
[0.143716762230201]
likelihood error: 1.4058e-06
current f = [5.3e-06 5.4e-06 -5.9e-06]
w =
0.547045534845382
0.564731846787873
-0.617915151189838
pic =
Columns 1 through 4
[0.076254230114934] [0.169083902942420] [0.346831860188935] [0.209585578040448]
Column 5
[0.198244428713263]
mu =
Columns 1 through 3
[-2.154453996478762] [-0.768986377562457] [-0.245944229277276]
Columns 4 through 5
[0.641750096054862] [1.236392310776736]
sigma2 =
Columns 1 through 4
[0.132661026230775] [0.155879895515312] [0.103361229619965] [0.193417392979054]
Column 5
[0.143716762230201]
Likelihood error: 0.039347
current f = [5.3e-06 5.5e-06 -6e-06]
w =
0.547026780899251
0.564793147756756
-0.617875724871487
pic =
Columns 1 through 4
[0.076216256974675] [0.169148587926154] [0.346863565895448] [0.209630305187530]
Column 5
[0.198141284016192]
mu =
Columns 1 through 3
[-2.154655738415248] [-0.767289692309617] [-0.246334548121205]
Columns 4 through 5
[0.642931732713885] [1.234830886255804]
sigma2 =
Columns 1 through 4
[0.132621485917800] [0.157104262087873] [0.104082348628858] [0.195466829803221]
Column 5
[0.144304317482209]
likelihood error: 0.035987
current f = [5.3e-06 5.5e-06 -6e-06]
w =
0.547026680028320
0.564793228981421
-0.617875739938526
pic =
Columns 1 through 4
[0.076216256974675] [0.169148587926154] [0.346863565895448] [0.209630305187530]
Column 5
[0.198141284016192]
mu =
Columns 1 through 3
[-2.154654772367186] [-0.767288593244113] [-0.246335579709087]
Columns 4 through 5
[0.642931364373891] [1.234831772002979]
sigma2 =
Columns 1 through 4
[0.132619549438469] [0.157104182283588] [0.104081804843862] [0.195467016129736]
Column 5
[0.144306360914694]
likelihood error: 1.2511e-06
current f = [5.3e-06 5.5e-06 -6e-06]
w =
0.547026680028320
0.564793228981421
-0.617875739938526
pic =
Columns 1 through 4
[0.076216256974675] [0.169148587926154] [0.346863565895448] [0.209630305187530]
Column 5
[0.198141284016192]
mu =
Columns 1 through 3
[-2.154654772367186] [-0.767288593244113] [-0.246335579709087]
Columns 4 through 5
[0.642931364373891] [1.234831772002979]
sigma2 =
Columns 1 through 4
[0.132619549438469] [0.157104182283588] [0.104081804843862] [0.195467016129736]
Column 5
[0.144306360914694]
Likelihood error: 0.037612
current f = [5.5e-06 5.7e-06 -6.2e-06]
w =
0.547007280337441
0.564852612478512
-0.617838629378282
pic =
Columns 1 through 4
[0.076179798560223] [0.169212156997108] [0.346900233646429] [0.209663621375746]
Column 5
[0.198044189420493]
mu =
Columns 1 through 3
[-2.154846220099153] [-0.765603744758322] [-0.246719573134772]
Columns 4 through 5
[0.644111438107974] [1.233281642132790]
sigma2 =
Columns 1 through 4
[0.132583504084335] [0.158309619315877] [0.104792181621896] [0.197480844490376]
Column 5
[0.144879394617033]
likelihood error: 0.034462
current f = [5.5e-06 5.7e-06 -6.2e-06]
w =
0.547007179582945
0.564852692966929
-0.617838645005891
pic =
Columns 1 through 4
[0.076179798560223] [0.169212156997108] [0.346900233646429] [0.209663621375746]
Column 5
[0.198044189420493]
mu =
Columns 1 through 3
[-2.154845287042576] [-0.765602676814197] [-0.246720557473361]
Columns 4 through 5
[0.644111039142529] [1.233282517332052]
sigma2 =
Columns 1 through 4
[0.132581582798066] [0.158309567302595] [0.104791630160765] [0.197481048005499]
Column 5
[0.144881417919853]
likelihood error: 1.106e-06
current f = [5.5e-06 5.7e-06 -6.2e-06]
w =
0.547007179582945
0.564852692966929
-0.617838645005891
pic =
Columns 1 through 4
[0.076179798560223] [0.169212156997108] [0.346900233646429] [0.209663621375746]
Column 5
[0.198044189420493]
mu =
Columns 1 through 3
[-2.154845287042576] [-0.765602676814197] [-0.246720557473361]
Columns 4 through 5
[0.644111039142529] [1.233282517332052]
sigma2 =
Columns 1 through 4
[0.132581582798066] [0.158309567302595] [0.104791630160765] [0.197481048005499]
Column 5
[0.144881417919853]
Likelihood error: 0.035988
current f = [5.8e-06 6e-06 -6.6e-06]
w =
0.546987226908034
0.564910252735086
-0.617803683268246
pic =
Columns 1 through 4
[0.076144765795317] [0.169274602190202] [0.346942051126340] [0.209685296618707]
Column 5
[0.197953284269433]
mu =
Columns 1 through 3
[-2.155027097715104] [-0.763929094404565] [-0.247098607060874]
Columns 4 through 5
[0.645289394653394] [1.231743835526840]
sigma2 =
Columns 1 through 4
[0.132548772979822] [0.159497041764799] [0.105491760504148] [0.199459067007663]
Column 5
[0.145440305554392]
likelihood error: 0.033025
current f = [5.8e-06 6e-06 -6.6e-06]
w =
0.546987126402201
0.564910332440125
-0.617803699382771
pic =
Columns 1 through 4
[0.076144765795317] [0.169274602190202] [0.346942051126340] [0.209685296618707]
Column 5
[0.197953284269433]
mu =
Columns 1 through 3
[-2.155026195777088] [-0.763928056879760] [-0.247099546987168]
Columns 4 through 5
[0.645288969483618] [1.231744699108304]
sigma2 =
Columns 1 through 4
[0.132546868461888] [0.159497014694343] [0.105491202670678] [0.199459286825932]
Column 5
[0.145442307683446]
likelihood error: 9.6976e-07
current f = [5.8e-06 6e-06 -6.6e-06]
w =
0.546987126402201
0.564910332440125
-0.617803699382771
pic =
Columns 1 through 4
[0.076144765795317] [0.169274602190202] [0.346942051126340] [0.209685296618707]
Column 5
[0.197953284269433]
mu =
Columns 1 through 3
[-2.155026195777088] [-0.763928056879760] [-0.247099546987168]
Columns 4 through 5
[0.645288969483618] [1.231744699108304]
sigma2 =
Columns 1 through 4
[0.132546868461888] [0.159497014694343] [0.105491202670678] [0.199459286825932]
Column 5
[0.145442307683446]
Likelihood error: 0.034463
current f = [6.3e-06 6.5e-06 -7.1e-06]
w =
0.546966698625124
0.564966159076636
-0.617770735479434
pic =
Columns 1 through 4
[0.076111078460001] [0.169335920569974] [0.346989181406219] [0.209695121560634]
Column 5
[0.197868698003172]
mu =
Columns 1 through 3
[-2.155198959463346] [-0.762265220573588] [-0.247472002649289]
Columns 4 through 5
[0.646465399237232] [1.230217721637034]
sigma2 =
Columns 1 through 4
[0.132517062782745] [0.160667402413289] [0.106181530087064] [0.201401211833143]
Column 5
[0.145987383622535]
likelihood error: 0.031668
current f = [6.3e-06 6.5e-06 -7.1e-06]
w =
0.546966598468521
0.564966237969580
-0.617770752018417
pic =
Columns 1 through 4
[0.076111078460001] [0.169335920569974] [0.346989181406219] [0.209695121560634]
Column 5
[0.197868698003172]
mu =
Columns 1 through 3
[-2.155198086912451] [-0.762264212614399] [-0.247472900816743]
Columns 4 through 5
[0.646464951621964] [1.230218572827891]
sigma2 =
Columns 1 through 4
[0.132515176089041] [0.160667397807940] [0.106180966957942] [0.201401447132298]
Column 5
[0.145989363965198]
likelihood error: 8.4177e-07
current f = [6.3e-06 6.5e-06 -7.1e-06]
w =
0.546966598468521
0.564966237969580
-0.617770752018417
pic =
Columns 1 through 4
[0.076111078460001] [0.169335920569974] [0.346989181406219] [0.209695121560634]
Column 5
[0.197868698003172]
mu =
Columns 1 through 3
[-2.155198086912451] [-0.762264212614399] [-0.247472900816743]
Columns 4 through 5
[0.646464951621964] [1.230218572827891]
sigma2 =
Columns 1 through 4
[0.132515176089041] [0.160667397807940] [0.106180966957942] [0.201401447132298]
Column 5
[0.145989363965198]
Likelihood error: 0.033026
current f = [6.8e-06 7e-06 -7.7e-06]
w =
0.546945761383515
0.565020417950923
-0.617739649340801
pic =
Columns 1 through 4
[0.076078664069918] [0.169396113657465] [0.347041764581604] [0.209692907783063]
Column 5
[0.197790549907950]
mu =
Columns 1 through 3
[-2.155362335386684] [-0.760611650075942] [-0.247840083407119]
Columns 4 through 5
[0.647639201532483] [1.228703645106517]
sigma2 =
Columns 1 through 4
[0.132488167330048] [0.161821492679910] [0.106861888623068] [0.203306926252010]
Column 5
[0.146520928353084]
likelihood error: 0.030383
current f = [6.8e-06 7e-06 -7.7e-06]
w =
0.546945661652395
0.565020496016580
-0.617739666250938
pic =
Columns 1 through 4
[0.076078664069918] [0.169396113657465] [0.347041764581604] [0.209692907783063]
Column 5
[0.197790549907950]
mu =
Columns 1 through 3
[-2.155361490626429] [-0.760610670739573] [-0.247840942284606]
Columns 4 through 5
[0.647638734681463] [1.228704483362122]
sigma2 =
Columns 1 through 4
[0.132486299130140] [0.161821508374543] [0.106861321094030] [0.203307176265357]
Column 5
[0.146522886612410]
likelihood error: 7.2134e-07
current f = [6.8e-06 7e-06 -7.7e-06]
w =
0.546945661652395
0.565020496016580
-0.617739666250938
pic =
Columns 1 through 4
[0.076078664069918] [0.169396113657465] [0.347041764581604] [0.209692907783063]
Column 5
[0.197790549907950]
mu =
Columns 1 through 3
[-2.155361490626429] [-0.760610670739573] [-0.247840942284606]
Columns 4 through 5
[0.647638734681463] [1.228704483362122]
sigma2 =
Columns 1 through 4
[0.132486299130140] [0.161821508374543] [0.106861321094030] [0.203307176265357]
Column 5
[0.146522886612410]
Likelihood error: 0.031669
current f = [7.5e-06 7.7e-06 -8.4e-06]
w =
0.546924471272028
0.565073111114657
-0.617710301073207
pic =
Columns 1 through 4
[0.076047456916040] [0.169455186864431] [0.347099919240401] [0.209678488185970]
Column 5
[0.197718948793158]
mu =
Columns 1 through 3
[-2.155517704840029] [-0.758967954356046] [-0.248203145889458]
Columns 4 through 5
[0.648810509746668] [1.227202027028269]
sigma2 =
Columns 1 through 4
[0.132461900996749] [0.162960030522022] [0.107533193161189] [0.205175805804042]
Column 5
[0.147041211439182]
likelihood error: 0.029164
current f = [7.5e-06 7.7e-06 -8.5e-06]
w =
0.546924372024214
0.565073188347515
-0.617710318308659
pic =
Columns 1 through 4
[0.076047456916040] [0.169455186864431] [0.347099919240401] [0.209678488185970]
Column 5
[0.197718948793158]
mu =
Columns 1 through 3
[-2.155516886400899] [-0.758967002656774] [-0.248203967765638]
Columns 4 through 5
[0.648810026414854] [1.227202851977713]
sigma2 =
Columns 1 through 4
[0.132460051678564] [0.162960064614788] [0.107532621984933] [0.205176069812695]
Column 5
[0.147043147542885]
likelihood error: 6.0787e-07
current f = [7.5e-06 7.7e-06 -8.5e-06]
w =
0.546924372024214
0.565073188347515
-0.617710318308659
pic =
Columns 1 through 4
[0.076047456916040] [0.169455186864431] [0.347099919240401] [0.209678488185970]
Column 5
[0.197718948793158]
mu =
Columns 1 through 3
[-2.155516886400899] [-0.758967002656774] [-0.248203967765638]
Columns 4 through 5
[0.648810026414854] [1.227202851977713]
sigma2 =
Columns 1 through 4
[0.132460051678564] [0.162960064614788] [0.107532621984933] [0.205176069812695]
Column 5
[0.147043147542885]
Likelihood error: 0.030384
current f = [8.3e-06 8.5e-06 -9.3e-06]
w =
0.546902876478488
0.565124315328016
-0.617682578391900
pic =
Columns 1 through 4
[0.076017397239208] [0.169513148939862] [0.347163743790236] [0.209651717406784]
Column 5
[0.197653992623910]
mu =
Columns 1 through 3
[-2.155665502872969] [-0.757333746767907] [-0.248561461727608]
Columns 4 through 5
[0.649978996293194] [1.225713352641310]
sigma2 =
Columns 1 through 4
[0.132438096041962] [0.164083667639819] [0.108195764334313] [0.207007408781606]
Column 5
[0.147548482000681]
likelihood error: 0.028004
current f = [8.3e-06 8.5e-06 -9.3e-06]
w =
0.546902777758061
0.565124391729230
-0.617682595912879
pic =
Columns 1 through 4
[0.076017397239208] [0.169513148939862] [0.347163743790236] [0.209651717406784]
Column 5
[0.197653992623910]
mu =
Columns 1 through 3
[-2.155664709403721] [-0.757332821710712] [-0.248562248718717]
Columns 4 through 5
[0.649978498859130] [1.225714164044631]
sigma2 =
Columns 1 through 4
[0.132436265793817] [0.164083718450329] [0.108195190151527] [0.207007686106953]
Column 5
[0.147550396029957]
likelihood error: 5.008e-07
current f = [8.3e-06 8.5e-06 -9.3e-06]
w =
0.546902777758061
0.565124391729230
-0.617682595912879
pic =
Columns 1 through 4
[0.076017397239208] [0.169513148939862] [0.347163743790236] [0.209651717406784]
Column 5
[0.197653992623910]
mu =
Columns 1 through 3
[-2.155664709403721] [-0.757332821710712] [-0.248562248718717]
Columns 4 through 5
[0.649978498859130] [1.225714164044631]
sigma2 =
Columns 1 through 4
[0.132436265793817] [0.164083718450329] [0.108195190151527] [0.207007686106953]
Column 5
[0.147550396029957]
Likelihood error: 0.029164
current f = [9.2e-06 9.5e-06 -1e-05]
w =
0.546881018853034
0.565174102251216
-0.617656379225653
pic =
Columns 1 through 4
[0.075988430518362] [0.169570011433041] [0.347233317670052] [0.209612472245138]
Column 5
[0.197595768133406]
mu =
Columns 1 through 3
[-2.155806125700017] [-0.755708679962338] [-0.248915279435008]
Columns 4 through 5
[0.651144303372072] [1.224238159642099]
sigma2 =
Columns 1 through 4
[0.132416600345087] [0.165192995911655] [0.108849890650698] [0.208801269828693]
Column 5
[0.148042971225144]
likelihood error: 0.0269
current f = [9.2e-06 9.5e-06 -1e-05]
w =
0.546880920694064
0.565174177826277
-0.617656396997263
pic =
Columns 1 through 4
[0.075988430518362] [0.169570011433041] [0.347233317670052] [0.209612472245138]
Column 5
[0.197595768133406]
mu =
Columns 1 through 3
[-2.155805355958786] [-0.755707780566929] [-0.248916033494696]
Columns 4 through 5
[0.651143793902779] [1.224238957356806]
sigma2 =
Columns 1 through 4
[0.132414789219588] [0.165193061945681] [0.108849314015359] [0.208801559825323]
Column 5
[0.148044863359366]
likelihood error: 3.9961e-07
current f = [9.2e-06 9.5e-06 -1e-05]
w =
0.546880920694064
0.565174177826277
-0.617656396997263
pic =
Columns 1 through 4
[0.075988430518362] [0.169570011433041] [0.347233317670052] [0.209612472245138]
Column 5
[0.197595768133406]
mu =
Columns 1 through 3
[-2.155805355958786] [-0.755707780566929] [-0.248916033494696]
Columns 4 through 5
[0.651143793902779] [1.224238957356806]
sigma2 =
Columns 1 through 4
[0.132414789219588] [0.165193061945681] [0.108849314015359] [0.208801559825323]
Column 5
[0.148044863359366]
Likelihood error: 0.028004
current f = [1e-05 1.1e-05 -1.1e-05]
w =
0.546858935185934
0.565222538483332
-0.617631610557604
pic =
Columns 1 through 4
[0.075960506854975] [0.169625788176799] [0.347308702466574] [0.209560652065130]
Column 5
[0.197544350436522]
mu =
Columns 1 through 3
[-2.155939935402489] [-0.754092443372737] [-0.249264826026187]
Columns 4 through 5
[0.652306048440802] [1.222777027063922]
sigma2 =
Columns 1 through 4
[0.132397275469463] [0.166288553165834] [0.109495832349526] [0.210556912667326]
Column 5
[0.148524896442031]
likelihood error: 0.025846
current f = [1e-05 1.1e-05 -1.2e-05]
w =
0.546858837615415
0.565222613240259
-0.617631628548885
pic =
Columns 1 through 4
[0.075960506854975] [0.169625788176799] [0.347308702466574] [0.209560652065130]
Column 5
[0.197544350436522]
mu =
Columns 1 through 3
[-2.155939188247994] [-0.754091568690218] [-0.249265548956419]
Columns 4 through 5
[0.652305528745368] [1.222777811018976]
sigma2 =
Columns 1 through 4
[0.132395483432895] [0.166288633085634] [0.109495253749404] [0.210557214716551]
Column 5
[0.148526766916184]
likelihood error: 3.0388e-07
current f = [1e-05 1.1e-05 -1.2e-05]
w =
0.546858837615415
0.565222613240259
-0.617631628548885
pic =
Columns 1 through 4
[0.075960506854975] [0.169625788176799] [0.347308702466574] [0.209560652065130]
Column 5
[0.197544350436522]
mu =
Columns 1 through 3
[-2.155939188247994] [-0.754091568690218] [-0.249265548956419]
Columns 4 through 5
[0.652305528745368] [1.222777811018976]
sigma2 =
Columns 1 through 4
[0.132395483432895] [0.166288633085634] [0.109495253749404] [0.210557214716551]
Column 5
[0.148526766916184]
Likelihood error: 0.0269
current f = [1.1e-05 1.2e-05 -1.3e-05]
w =
0.546836658247055
0.565269685699386
-0.617608187386336
pic =
Columns 1 through 4
[0.075933580439204] [0.169680494794110] [0.347389942952803] [0.209496179150456]
Column 5
[0.197499802663428]
mu =
Columns 1 through 3
[-2.156067263980746] [-0.752484760788931] [-0.249610308479551]
Columns 4 through 5
[0.653463829551801] [1.221330564699699]
sigma2 =
Columns 1 through 4
[0.132379995001717] [0.167370828376650] [0.110133824869781] [0.212273861959431]
Column 5
[0.148994464678923]
likelihood error: 0.024841
current f = [1.1e-05 1.2e-05 -1.3e-05]
w =
0.546836561287209
0.565269759647361
-0.617608205569483
pic =
Columns 1 through 4
[0.075933580439204] [0.169680494794110] [0.347389942952803] [0.209496179150456]
Column 5
[0.197499802663428]
mu =
Columns 1 through 3
[-2.156066538363863] [-0.752483909912876] [-0.249611001941923]
Columns 4 through 5
[0.653463301225500] [1.221331334875468]
sigma2 =
Columns 1 through 4
[0.132378221971798] [0.167370920976130] [0.110133244742949] [0.212274175463502]
Column 5
[0.148996313751248]
likelihood error: 2.1318e-07
current f = [1.1e-05 1.2e-05 -1.3e-05]
w =
0.546836561287209
0.565269759647361
-0.617608205569483
pic =
Columns 1 through 4
[0.075933580439204] [0.169680494794110] [0.347389942952803] [0.209496179150456]
Column 5
[0.197499802663428]
mu =
Columns 1 through 3
[-2.156066538363863] [-0.752483909912876] [-0.249611001941923]
Columns 4 through 5
[0.653463301225500] [1.221331334875468]
sigma2 =
Columns 1 through 4
[0.132378221971798] [0.167370920976130] [0.110133244742949] [0.212274175463502]
Column 5
[0.148996313751248]
Likelihood error: 0.025847
current f = [1.3e-05 1.3e-05 -1.4e-05]
w =
0.546814217626546
0.565315600853561
-0.617586031801696
pic =
Columns 1 through 4
[0.075907609085726] [0.169734148230745] [0.347477068062715] [0.209418998991194]
Column 5
[0.197462175629620]
mu =
Columns 1 through 3
[-2.156188416855617] [-0.750885388010954] [-0.249951915070867]
Columns 4 through 5
[0.654617230529413] [1.219899403061271]
sigma2 =
Columns 1 through 4
[0.132364643123974] [0.168440266358130] [0.110764081973359] [0.213951654299270]
Column 5
[0.149451875742150]
likelihood error: 0.02388
current f = [1.3e-05 1.3e-05 -1.4e-05]
w =
0.546814121296600
0.565315674001900
-0.617586050151418
pic =
Columns 1 through 4
[0.075907609085726] [0.169734148230745] [0.347477068062715] [0.209418998991194]
Column 5
[0.197462175629620]
mu =
Columns 1 through 3
[-2.156187711811407] [-0.750884560084242] [-0.249952580597879]
Columns 4 through 5
[0.654616694989920] [1.219900159474248]
sigma2 =
Columns 1 through 4
[0.132362888998293] [0.168440370542138] [0.110763500721385] [0.213951978676326]
Column 5
[0.149453703669995]
likelihood error: 1.2717e-07
current f = [1.3e-05 1.3e-05 -1.4e-05]
w =
0.546814121296600
0.565315674001900
-0.617586050151418
pic =
Columns 1 through 4
[0.075907609085726] [0.169734148230745] [0.347477068062715] [0.209418998991194]
Column 5
[0.197462175629620]
mu =
Columns 1 through 3
[-2.156187711811407] [-0.750884560084242] [-0.249952580597879]
Columns 4 through 5
[0.654616694989920] [1.219900159474248]
sigma2 =
Columns 1 through 4
[0.132362888998293] [0.168440370542138] [0.110763500721385] [0.213951978676326]
Column 5
[0.149453703669995]
Likelihood error: 0.024841
current f = [1.4e-05 1.4e-05 -1.6e-05]
w =
0.546791640409800
0.565360336425063
-0.617565072167571
pic =
Columns 1 through 4
[0.075882553829182] [0.169786766316326] [0.347570091813841] [0.209329080484278]
Column 5
[0.197431507556372]
mu =
Columns 1 through 3
[-2.156303675900855] [-0.749294110576719] [-0.250289816600604]
Columns 4 through 5
[0.655765825957490] [1.218484183881701]
sigma2 =
Columns 1 through 4
[0.132351113383374] [0.169497272016965] [0.111386798556528] [0.215589848323017]
Column 5
[0.149897324859479]
likelihood error: 0.022961
current f = [1.4e-05 1.4e-05 -1.6e-05]
w =
0.546791544727345
0.565360408782469
-0.617565090660578
pic =
Columns 1 through 4
[0.075882553829182] [0.169786766316326] [0.347570091813841] [0.209329080484278]
Column 5
[0.197431507556372]
mu =
Columns 1 through 3
[-2.156302990541113] [-0.749293304795136] [-0.250290455606594]
Columns 4 through 5
[0.655765284474500] [1.218484926573004]
sigma2 =
Columns 1 through 4
[0.132349378060339] [0.169497386784104] [0.111386216554874] [0.215590183002782]
Column 5
[0.149899131881746]
likelihood error: 4.5559e-08
current f = [1.4e-05 1.4e-05 -1.6e-05]
w =
0.546791544727345
0.565360408782469
-0.617565090660578
pic =
Columns 1 through 4
[0.075882553829182] [0.169786766316326] [0.347570091813841] [0.209329080484278]
Column 5
[0.197431507556372]
mu =
Columns 1 through 3
[-2.156302990541113] [-0.749293304795136] [-0.250290455606594]
Columns 4 through 5
[0.655765284474500] [1.218484926573004]
sigma2 =
Columns 1 through 4
[0.132349378060339] [0.169497386784104] [0.111386216554874] [0.215590183002782]
Column 5
[0.149899131881746]
Likelihood error: 0.02388
current f = [1.5e-05 1.6e-05 -1.7e-05]
w =
0.546768951714416
0.565403940689658
-0.617545242402742
pic =
Columns 1 through 4
[0.075858378570828] [0.169838367355741] [0.347669014187140] [0.209226416032946]
Column 5
[0.197407823853344]
mu =
Columns 1 through 3
[-2.156413302075133] [-0.747710741559406] [-0.250624167534980]
Columns 4 through 5
[0.656909185947632] [1.217085551176651]
sigma2 =
Columns 1 through 4
[0.132339307629234] [0.170542214216228] [0.112002153178428] [0.217188033917538]
Column 5
[0.150331004919084]
likelihood error: 0.022082
current f = [1.5e-05 1.6e-05 -1.7e-05]
w =
0.546768856696415
0.565404012263692
-0.617545261017335
pic =
Columns 1 through 4
[0.075858378570828] [0.169838367355741] [0.347669014187140] [0.209226416032946]
Column 5
[0.197407823853344]
mu =
Columns 1 through 3
[-2.156412635581505] [-0.747709957172863] [-0.250624781326550]
Columns 4 through 5
[0.656908639666999] [1.217086280203546]
sigma2 =
Columns 1 through 4
[0.132337591023042] [0.170542338644661] [0.112001570784543] [0.217188378337752]
Column 5
[0.150332791243968]
likelihood error: 3.1914e-08
current f = [1.5e-05 1.6e-05 -1.7e-05]
w =
0.546768856696415
0.565404012263692
-0.617545261017335
pic =
Columns 1 through 4
[0.075858378570828] [0.169838367355741] [0.347669014187140] [0.209226416032946]
Column 5
[0.197407823853344]
mu =
Columns 1 through 3
[-2.156412635581505] [-0.747709957172863] [-0.250624781326550]
Columns 4 through 5
[0.656908639666999] [1.217086280203546]
sigma2 =
Columns 1 through 4
[0.132337591023042] [0.170542338644661] [0.112001570784543] [0.217188378337752]
Column 5
[0.150332791243968]
Likelihood error: 0.022961
current f = [1.7e-05 1.7e-05 -1.9e-05]
w =
0.546746175112332
0.565446458004605
-0.617526481350559
pic =
Columns 1 through 4
[0.075835049769323] [0.169888969752531] [0.347773821971764] [0.209111021533550]
Column 5
[0.197391136972833]
mu =
Columns 1 through 3
[-2.156517537710875] [-0.746135119432210] [-0.250955107077460]
Columns 4 through 5
[0.658046880658494] [1.215704142887246]
sigma2 =
Columns 1 through 4
[0.132329135093116] [0.171575429293257] [0.112610310331007] [0.218745840509314]
Column 5
[0.150753108336567]
likelihood error: 0.021241
current f = [1.7e-05 1.7e-05 -1.9e-05]
w =
0.546746080775851
0.565446528801342
-0.617526500066303
pic =
Columns 1 through 4
[0.075835049769323] [0.169888969752531] [0.347773821971764] [0.209111021533550]
Column 5
[0.197391136972833]
mu =
Columns 1 through 3
[-2.156516889328496] [-0.746134355744165] [-0.250955696863269]
Columns 4 through 5
[0.658046330621818] [1.215704858317029]
sigma2 =
Columns 1 through 4
[0.132327437143912] [0.171575562529041] [0.112609727890481] [0.218746194112877]
Column 5
[0.150754874133544]
likelihood error: 1.0547e-07
current f = [1.7e-05 1.7e-05 -1.9e-05]
w =
0.546746080775851
0.565446528801342
-0.617526500066303
pic =
Columns 1 through 4
[0.075835049769323] [0.169888969752531] [0.347773821971764] [0.209111021533550]
Column 5
[0.197391136972833]
mu =
Columns 1 through 3
[-2.156516889328496] [-0.746134355744165] [-0.250955696863269]
Columns 4 through 5
[0.658046330621818] [1.215704858317029]
sigma2 =
Columns 1 through 4
[0.132327437143912] [0.171575562529041] [0.112609727890481] [0.218746194112877]
Column 5
[0.150754874133544]
Likelihood error: 0.022082
current f = [1.9e-05 1.9e-05 -2.1e-05]
w =
0.546723332956621
0.565487929098198
-0.617508732228318
pic =
Columns 1 through 4
[0.075812536169671] [0.169938591665500] [0.347884489580663] [0.208982936241241]
Column 5
[0.197381446342926]
mu =
Columns 1 through 3
[-2.156616608508181] [-0.744567105999454] [-0.251282760184613]
Columns 4 through 5
[0.659178484537889] [1.214340583129921]
sigma2 =
Columns 1 through 4
[0.132320511591026] [0.172597224268245] [0.113211422471387] [0.220262944416270]
Column 5
[0.151163828580102]
likelihood error: 0.020436
current f = [1.9e-05 1.9e-05 -2.1e-05]
w =
0.546723239319331
0.565487999122014
-0.617508751025786
pic =
Columns 1 through 4
[0.075812536169671] [0.169938591665500] [0.347884489580663] [0.208982936241241]
Column 5
[0.197381446342926]
mu =
Columns 1 through 3
[-2.156615977539861] [-0.744566362365058] [-0.251283327084498]
Columns 4 through 5
[0.659177931698338] [1.214341285035690]
sigma2 =
Columns 1 through 4
[0.132318832271238] [0.172597365515806] [0.113210840322499] [0.220263306649063]
Column 5
[0.151165573975322]
likelihood error: 1.753e-07
current f = [1.9e-05 1.9e-05 -2.1e-05]
w =
0.546723239319331
0.565487999122014
-0.617508751025786
pic =
Columns 1 through 4
[0.075812536169671] [0.169938591665500] [0.347884489580663] [0.208982936241241]
Column 5
[0.197381446342926]
mu =
Columns 1 through 3
[-2.156615977539861] [-0.744566362365058] [-0.251283327084498]
Columns 4 through 5
[0.659177931698338] [1.214341285035690]
sigma2 =
Columns 1 through 4
[0.132318832271238] [0.172597365515806] [0.113210840322499] [0.220263306649063]
Column 5
[0.151165573975322]
Likelihood error: 0.02124
current f = [2e-05 2.1e-05 -2.3e-05]
w =
0.546700446629304
0.565528391357661
-0.617491942147609
pic =
Columns 1 through 4
[0.075790808565289] [0.169987250699449] [0.348000979841592] [0.208842222509042]
Column 5
[0.197378738384628]
mu =
Columns 1 through 3
[-2.156710725274446] [-0.743006584394463] [-0.251607238537608]
Columns 4 through 5
[0.660303580261795] [1.212995475079512]
sigma2 =
Columns 1 through 4
[0.132313358830233] [0.173607879774476] [0.113805631834996] [0.221739075249494]
Column 5
[0.151563361382582]
likelihood error: 0.019665
current f = [2e-05 2.1e-05 -2.3e-05]
w =
0.546700353709798
0.565528460611147
-0.617491961008190
pic =
Columns 1 through 4
[0.075790808565289] [0.169987250699449] [0.348000979841592] [0.208842222509042]
Column 5
[0.197378738384628]
mu =
Columns 1 through 3
[-2.156710111075343] [-0.743005860217783] [-0.251607783591003]
Columns 4 through 5
[0.660303025496814] [1.212996163537376]
sigma2 =
Columns 1 through 4
[0.132311698147867] [0.173608028288873] [0.113805050311924] [0.221739445558828]
Column 5
[0.151565086456962]
likelihood error: 2.4155e-07
current f = [2e-05 2.1e-05 -2.3e-05]
w =
0.546700353709798
0.565528460611147
-0.617491961008190
pic =
Columns 1 through 4
[0.075790808565289] [0.169987250699449] [0.348000979841592] [0.208842222509042]
Column 5
[0.197378738384628]
mu =
Columns 1 through 3
[-2.156710111075343] [-0.743005860217783] [-0.251607783591003]
Columns 4 through 5
[0.660303025496814] [1.212996163537376]
sigma2 =
Columns 1 through 4
[0.132311698147867] [0.173608028288873] [0.113805050311924] [0.221739445558828]
Column 5
[0.151565086456962]
Likelihood error: 0.020435
current f = [2.2e-05 2.3e-05 -2.5e-05]
w =
0.546677536724002
0.565567879110965
-0.617476061697523
pic =
Columns 1 through 4
[0.075769839588880] [0.170034963630561] [0.348123244766885] [0.208688965397719]
Column 5
[0.197382986615955]
mu =
Columns 1 through 3
[-2.156800085444300] [-0.741453457145572] [-0.251928641478244]
Columns 4 through 5
[0.661421762347540] [1.211669394510007]
sigma2 =
Columns 1 through 4
[0.132307603805999] [0.174607652736463] [0.114393072045773] [0.223174021357973]
Column 5
[0.151951905668727]
likelihood error: 0.018928
current f = [2.2e-05 2.3e-05 -2.5e-05]
w =
0.546677444541964
0.565567947594918
-0.617476080603278
pic =
Columns 1 through 4
[0.075769839588880] [0.170034963630561] [0.348123244766885] [0.208688965397719]
Column 5
[0.197382986615955]
mu =
Columns 1 through 3
[-2.156799487417054] [-0.741452751876202] [-0.251929165651909]
Columns 4 through 5
[0.661421206468996] [1.211670069597438]
sigma2 =
Columns 1 through 4
[0.132305961805532] [0.174607807817162] [0.114392491480705] [0.223174399191623]
Column 5
[0.151953610458190]
likelihood error: 3.0436e-07
current f = [2.2e-05 2.3e-05 -2.5e-05]
w =
0.546677444541964
0.565567947594918
-0.617476080603278
pic =
Columns 1 through 4
[0.075769839588880] [0.170034963630561] [0.348123244766885] [0.208688965397719]
Column 5
[0.197382986615955]
mu =
Columns 1 through 3
[-2.156799487417054] [-0.741452751876202] [-0.251929165651909]
Columns 4 through 5
[0.661421206468996] [1.211670069597438]
sigma2 =
Columns 1 through 4
[0.132305961805532] [0.174607807817162] [0.114392491480705] [0.223174399191623]
Column 5
[0.151953610458190]
Likelihood error: 0.019665
current f = [2.4e-05 2.5e-05 -2.7e-05]
w =
0.546654623175128
0.565606423899476
-0.617461044583228
pic =
Columns 1 through 4
[0.075749603528441] [0.170081746166603] [0.348251226304401] [0.208523272156641]
Column 5
[0.197394151843914]
mu =
Columns 1 through 3
[-2.156884874409088] [-0.739907644312431] [-0.252247056916211]
Columns 4 through 5
[0.662532640422309] [1.210362884013984]
sigma2 =
Columns 1 through 4
[0.132303178275643] [0.175596778818460] [0.114973869538196] [0.224567634317117]
Column 5
[0.152329664224497]
likelihood error: 0.018224
current f = [2.4e-05 2.5e-05 -2.7e-05]
w =
0.546654531751380
0.565606491612967
-0.617461063516787
pic =
Columns 1 through 4
[0.075749603528441] [0.170081746166603] [0.348251226304401] [0.208523272156641]
Column 5
[0.197394151843914]
mu =
Columns 1 through 3
[-2.156884291999376] [-0.739906957441714] [-0.252247561111291]
Columns 4 through 5
[0.662532084184549] [1.210363545809009]
sigma2 =
Columns 1 through 4
[0.132301555037047] [0.175596939804361] [0.114973290262531] [0.224568019122877]
Column 5
[0.152331348721872]
likelihood error: 3.6385e-07
current f = [2.4e-05 2.5e-05 -2.7e-05]
w =
0.546654531751380
0.565606491612967
-0.617461063516787
pic =
Columns 1 through 4
[0.075749603528441] [0.170081746166603] [0.348251226304401] [0.208523272156641]
Column 5
[0.197394151843914]
mu =
Columns 1 through 3
[-2.156884291999376] [-0.739906957441714] [-0.252247561111291]
Columns 4 through 5
[0.662532084184549] [1.210363545809009]
sigma2 =
Columns 1 through 4
[0.132301555037047] [0.175596939804361] [0.114973290262531] [0.224568019122877]
Column 5
[0.152331348721872]
Likelihood error: 0.018928
current f = [2.6e-05 2.7e-05 -2.9e-05]
w =
0.546631725343563
0.565644054739288
-0.617446847313099
pic =
Columns 1 through 4
[0.075730076165266] [0.170127612741781] [0.348384857071155] [0.208345271578395]
Column 5
[0.197412182443403]
mu =
Columns 1 through 3
[-2.156965266681175] [-0.738369081695350] [-0.252562562212327]
Columns 4 through 5
[0.663635842132582] [1.209076447916539]
sigma2 =
Columns 1 through 4
[0.132300018299334] [0.176575474662655] [0.115548144804703] [0.225919832470419]
Column 5
[0.152696844135444]
likelihood error: 0.01755
current f = [2.6e-05 2.7e-05 -2.9e-05]
w =
0.546631634700020
0.565644121679781
-0.617446866257592
pic =
Columns 1 through 4
[0.075730076165266] [0.170127612741781] [0.348384857071155] [0.208345271578395]
Column 5
[0.197412182443403]
mu =
Columns 1 through 3
[-2.156964699373654] [-0.738368412752397] [-0.252563047270765]
Columns 4 through 5
[0.663635286238771] [1.209077096497567]
sigma2 =
Columns 1 through 4
[0.132298413935676] [0.176575640928155] [0.115547567149516] [0.225920223696134]
Column 5
[0.152698508293644]
likelihood error: 4.2009e-07
current f = [2.6e-05 2.7e-05 -2.9e-05]
w =
0.546631634700020
0.565644121679781
-0.617446866257592
pic =
Columns 1 through 4
[0.075730076165266] [0.170127612741781] [0.348384857071155] [0.208345271578395]
Column 5
[0.197412182443403]
mu =
Columns 1 through 3
[-2.156964699373654] [-0.738368412752397] [-0.252563047270765]
Columns 4 through 5
[0.663635286238771] [1.209077096497567]
sigma2 =
Columns 1 through 4
[0.132298413935676] [0.176575640928155] [0.115547567149516] [0.225920223696134]
Column 5
[0.152698508293644]
Likelihood error: 0.018223
current f = [2.8e-05 2.9e-05 -3.2e-05]
w =
0.546608862067280
0.565680798369810
-0.617433428928271
pic =
Columns 1 through 4
[0.075711234631187] [0.170172576345697] [0.348524061070478] [0.208155113232334]
Column 5
[0.197437014720304]
mu =
Columns 1 through 3
[-2.157041426914522] [-0.736837719120789] [-0.252875225040751]
Columns 4 through 5
[0.664731015684824] [1.207810547893283]
sigma2 =
Columns 1 through 4
[0.132298063838505] [0.177543939933858] [0.116116013481229] [0.227230603542750]
Column 5
[0.153053657020036]
likelihood error: 0.016906
current f = [2.8e-05 2.9e-05 -3.2e-05]
w =
0.546608772226836
0.565680864533319
-0.617433447867284
pic =
Columns 1 through 4
[0.075711234631187] [0.170172576345697] [0.348524061070478] [0.208155113232334]
Column 5
[0.197437014720304]
mu =
Columns 1 through 3
[-2.157040874229127] [-0.736837067668431] [-0.252875691751102]
Columns 4 through 5
[0.664730460791906] [1.207811183339393]
sigma2 =
Columns 1 through 4
[0.132296478492468] [0.177544110885771] [0.116115437777149] [0.227231000636755]
Column 5
[0.153055300756186]
likelihood error: 4.7318e-07
current f = [2.8e-05 2.9e-05 -3.2e-05]
w =
0.546608772226836
0.565680864533319
-0.617433447867284
pic =
Columns 1 through 4
[0.075711234631187] [0.170172576345697] [0.348524061070478] [0.208155113232334]
Column 5
[0.197437014720304]
mu =
Columns 1 through 3
[-2.157040874229127] [-0.736837067668431] [-0.252875691751102]
Columns 4 through 5
[0.664730460791906] [1.207811183339393]
sigma2 =
Columns 1 through 4
[0.132296478492468] [0.177544110885771] [0.116115437777149] [0.227231000636755]
Column 5
[0.153055300756186]
Likelihood error: 0.01755
current f = [3e-05 3.1e-05 -3.4e-05]
w =
0.546586051684183
0.565716679488642
-0.617420750769076
pic =
Columns 1 through 4
[0.075693057282725] [0.170216648385557] [0.348668754392990] [0.207952966584308]
Column 5
[0.197468573354420]
mu =
Columns 1 through 3
[-2.157113510800190] [-0.735313518806154] [-0.253185104231664]
Columns 4 through 5
[0.665817832012804] [1.206565599294954]
sigma2 =
Columns 1 through 4
[0.132297258404079] [0.178502359185410] [0.116677587282910] [0.228500006353120]
Column 5
[0.153400319083221]
likelihood error: 0.016292
current f = [3e-05 3.1e-05 -3.4e-05]
w =
0.546585962670542
0.565716744869923
-0.617420769686634
pic =
Columns 1 through 4
[0.075693057282725] [0.170216648385557] [0.348668754392990] [0.207952966584308]
Column 5
[0.197468573354420]
mu =
Columns 1 through 3
[-2.157112972288740] [-0.735312884436931] [-0.253185553334340]
Columns 4 through 5
[0.665817278735354] [1.206566221686494]
sigma2 =
Columns 1 through 4
[0.132295692243731] [0.178502534260574] [0.116677013859530] [0.228500408765030]
Column 5
[0.153401942283462]
likelihood error: 5.2318e-07
current f = [3e-05 3.1e-05 -3.4e-05]
w =
0.546585962670542
0.565716744869923
-0.617420769686634
pic =
Columns 1 through 4
[0.075693057282725] [0.170216648385557] [0.348668754392990] [0.207952966584308]
Column 5
[0.197468573354420]
mu =
Columns 1 through 3
[-2.157112972288740] [-0.735312884436931] [-0.253185553334340]
Columns 4 through 5
[0.665817278735354] [1.206566221686494]
sigma2 =
Columns 1 through 4
[0.132295692243731] [0.178502534260574] [0.116677013859530] [0.228500408765030]
Column 5
[0.153401942283462]
Likelihood error: 0.016906
current f = [3.2e-05 3.3e-05 -3.6e-05]
w =
0.546563312033355
0.565751720972170
-0.617408776273460
pic =
Columns 1 through 4
[0.075675523590074] [0.170259838580453] [0.348818845901195] [0.207739020011753]
Column 5
[0.197506771916525]
mu =
Columns 1 through 3
[-2.157181665852935] [-0.733796453807051] [-0.253492250594638]
Columns 4 through 5
[0.666895986571862] [1.205341968173604]
sigma2 =
Columns 1 through 4
[0.132297548747842] [0.179450903559383] [0.117232974801546] [0.229728171663736]
Column 5
[0.153737051014632]
likelihood error: 0.015705
current f = [3.2e-05 3.3e-05 -3.6e-05]
w =
0.546563223870816
0.565751785564923
-0.617408795154024
pic =
Columns 1 through 4
[0.075675523590074] [0.170259838580453] [0.348818845901195] [0.207739020011753]
Column 5
[0.197506771916525]
mu =
Columns 1 through 3
[-2.157181141096048] [-0.733795836139339] [-0.253492682786627]
Columns 4 through 5
[0.666895435485058] [1.205342577592985]
sigma2 =
Columns 1 through 4
[0.132296001961891] [0.179451082222835] [0.117232403986482] [0.229728578845531]
Column 5
[0.153738653539359]
likelihood error: 5.7015e-07
current f = [3.2e-05 3.3e-05 -3.6e-05]
w =
0.546563223870816
0.565751785564923
-0.617408795154024
pic =
Columns 1 through 4
[0.075675523590074] [0.170259838580453] [0.348818845901195] [0.207739020011753]
Column 5
[0.197506771916525]
mu =
Columns 1 through 3
[-2.157181141096048] [-0.733795836139339] [-0.253492682786627]
Columns 4 through 5
[0.666895435485058] [1.205342577592985]
sigma2 =
Columns 1 through 4
[0.132296001961891] [0.179451082222835] [0.117232403986482] [0.229728578845531]
Column 5
[0.153738653539359]
Likelihood error: 0.016291
current f = [3.4e-05 3.5e-05 -3.9e-05]
w =
0.546540660440009
0.565785944081553
-0.617397470802973
pic =
Columns 1 through 4
[0.075658614039109] [0.170302154886268] [0.348974237897193] [0.207513479724813]
Column 5
[0.197551513452617]
mu =
Columns 1 through 3
[-2.157246032102852] [-0.732286506549867] [-0.253796707721838]
Columns 4 through 5
[0.667965200765347] [1.204139968997644]
sigma2 =
Columns 1 through 4
[0.132298884591151] [0.180389732332840] [0.117782282176025] [0.230915302210756]
Column 5
[0.154064077754794]
likelihood error: 0.015146
current f = [3.4e-05 3.5e-05 -3.9e-05]
w =
0.546540573153235
0.565786007878643
-0.617397489631452
pic =
Columns 1 through 4
[0.075658614039109] [0.170302154886268] [0.348974237897193] [0.207513479724813]
Column 5
[0.197551513452617]
mu =
Columns 1 through 3
[-2.157245520707108] [-0.732285905224183] [-0.253797123660935]
Columns 4 through 5
[0.667964652407252] [1.204140565530245]
sigma2 =
Columns 1 through 4
[0.132297357383899] [0.180389914076427] [0.117781714293719] [0.230915713618100]
Column 5
[0.154065659444147]
likelihood error: 6.1416e-07
current f = [3.4e-05 3.5e-05 -3.9e-05]
w =
0.546540573153235
0.565786007878643
-0.617397489631452
pic =
Columns 1 through 4
[0.075658614039109] [0.170302154886268] [0.348974237897193] [0.207513479724813]
Column 5
[0.197551513452617]
mu =
Columns 1 through 3
[-2.157245520707108] [-0.732285905224183] [-0.253797123660935]
Columns 4 through 5
[0.667964652407252] [1.204140565530245]
sigma2 =
Columns 1 through 4
[0.132297357383899] [0.180389914076427] [0.117781714293719] [0.230915713618100]
Column 5
[0.154065659444147]
Likelihood error: 0.015705
current f = [3.7e-05 3.8e-05 -4.1e-05]
w =
0.546518113688721
0.565819368653991
-0.617386801492449
pic =
Columns 1 through 4
[0.075642310044865] [0.170343603449490] [0.349134826772719] [0.207276568605438]
Column 5
[0.197602691127488]
mu =
Columns 1 through 3
[-2.157306742704291] [-0.730783667452169] [-0.254098512769399]
Columns 4 through 5
[0.669025223013068] [1.202959863035554]
sigma2 =
Columns 1 through 4
[0.132301218385993] [0.181318994320838] [0.118325613646604] [0.232061671969771]
Column 5
[0.154381628151533]
likelihood error: 0.014613
current f = [3.7e-05 3.8e-05 -4.1e-05]
w =
0.546518027302482
0.565819431647664
-0.617386820254217
pic =
Columns 1 through 4
[0.075642310044865] [0.170343603449490] [0.349134826772719] [0.207276568605438]
Column 5
[0.197602691127488]
mu =
Columns 1 through 3
[-2.157306244299650] [-0.730783082127720] [-0.254098913077991]
Columns 4 through 5
[0.669024677886391] [1.202960446770651]
sigma2 =
Columns 1 through 4
[0.132299710972176] [0.181319178662168] [0.118325049016942] [0.232062087063509]
Column 5
[0.154383188830962]
likelihood error: 6.5524e-07
current f = [3.7e-05 3.8e-05 -4.1e-05]
w =
0.546518027302482
0.565819431647664
-0.617386820254217
pic =
Columns 1 through 4
[0.075642310044865] [0.170343603449490] [0.349134826772719] [0.207276568605438]
Column 5
[0.197602691127488]
mu =
Columns 1 through 3
[-2.157306244299650] [-0.730783082127720] [-0.254098913077991]
Columns 4 through 5
[0.669024677886391] [1.202960446770651]
sigma2 =
Columns 1 through 4
[0.132299710972176] [0.181319178662168] [0.118325049016942] [0.232062087063509]
Column 5
[0.154383188830962]
Likelihood error: 0.015145
current f = [3.9e-05 4e-05 -4.4e-05]
w =
0.546495687988763
0.565852013279311
-0.617376737119940
pic =
Columns 1 through 4
[0.075626593875066] [0.170384188588018] [0.349300503640578] [0.207028524977321]
Column 5
[0.197660188919015]
mu =
Columns 1 through 3
[-2.157363924472821] [-0.729287933632885] [-0.254397697214691]
Columns 4 through 5
[0.670075829475822] [1.201801857380905]
sigma2 =
Columns 1 through 4
[0.132304505104068] [0.182238829146019] [0.118863072003646] [0.233167624715687]
Column 5
[0.154689934527429]
likelihood error: 0.014105
current f = [3.9e-05 4e-05 -4.4e-05]
w =
0.546495602527684
0.565852075461420
-0.617376755800862
pic =
Columns 1 through 4
[0.075626593875066] [0.170384188588018] [0.349300503640578] [0.207028524977321]
Column 5
[0.197660188919015]
mu =
Columns 1 through 3
[-2.157363438710257] [-0.729287363984382] [-0.254398082483132]
Columns 4 through 5
[0.670075288049283] [1.201802428412594]
sigma2 =
Columns 1 through 4
[0.132303017703721] [0.182239015627676] [0.118862510940485] [0.233168042963465]
Column 5
[0.154691474013204]
likelihood error: 6.9346e-07
current f = [3.9e-05 4e-05 -4.4e-05]
w =
0.546495602527684
0.565852075461420
-0.617376755800862
pic =
Columns 1 through 4
[0.075626593875066] [0.170384188588018] [0.349300503640578] [0.207028524977321]
Column 5
[0.197660188919015]
mu =
Columns 1 through 3
[-2.157363438710257] [-0.729287363984382] [-0.254398082483132]
Columns 4 through 5
[0.670075288049283] [1.201802428412594]
sigma2 =
Columns 1 through 4
[0.132303017703721] [0.182239015627676] [0.118862510940485] [0.233168042963465]
Column 5
[0.154691474013204]
Likelihood error: 0.014612
current f = [4.1e-05 4.2e-05 -4.6e-05]
w =
0.546473398934834
0.565883895462047
-0.617367247993876
pic =
Columns 1 through 4
[0.075611448582483] [0.170423912796857] [0.349471154946419] [0.206769601320149]
Column 5
[0.197723882354091]
mu =
Columns 1 through 3
[-2.157417698359473] [-0.727799307713639] [-0.254694287586794]
Columns 4 through 5
[0.671116824453814] [1.200666104584836]
sigma2 =
Columns 1 through 4
[0.132308702050116] [0.183149368383950] [0.119394758941162] [0.234233571942070]
Column 5
[0.154989232177703]
likelihood error: 0.013623
current f = [4.1e-05 4.3e-05 -4.6e-05]
w =
0.546473314423138
0.565883956824260
-0.617367266580345
pic =
Columns 1 through 4
[0.075611448582483] [0.170423912796857] [0.349471154946419] [0.206769601320149]
Column 5
[0.197723882354091]
mu =
Columns 1 through 3
[-2.157417224908810] [-0.727798753428395] [-0.254694658376400]
Columns 4 through 5
[0.671116287163227] [1.200666663012876]
sigma2 =
Columns 1 through 4
[0.132307234883583] [0.183149556572889] [0.119394201750803] [0.234233992820027]
Column 5
[0.154990750282249]
likelihood error: 7.2887e-07
current f = [4.1e-05 4.3e-05 -4.6e-05]
w =
0.546473314423138
0.565883956824260
-0.617367266580345
pic =
Columns 1 through 4
[0.075611448582483] [0.170423912796857] [0.349471154946419] [0.206769601320149]
Column 5
[0.197723882354091]
mu =
Columns 1 through 3
[-2.157417224908810] [-0.727798753428395] [-0.254694658376400]
Columns 4 through 5
[0.671116287163227] [1.200666663012876]
sigma2 =
Columns 1 through 4
[0.132307234883583] [0.183149556572889] [0.119394201750803] [0.234233992820027]
Column 5
[0.154990750282249]
Likelihood error: 0.014105
current f = [4.3e-05 4.5e-05 -4.9e-05]
w =
0.546451261465913
0.565915031769266
-0.617358305854806
pic =
Columns 1 through 4
[0.075596857945045] [0.170462776776463] [0.349646663059747] [0.206500062941909]
Column 5
[0.197793639276836]
mu =
Columns 1 through 3
[-2.157468179870596] [-0.726317796711921] [-0.254988306167273]
Columns 4 through 5
[0.672148040480036] [1.199552702856442]
sigma2 =
Columns 1 through 4
[0.132313768696231] [0.184050736592815] [0.119920775325168] [0.235259990209150]
Column 5
[0.155279758816326]
likelihood error: 0.013163
current f = [4.3e-05 4.5e-05 -4.9e-05]
w =
0.546451177927176
0.565915092303271
-0.617358324333768
pic =
Columns 1 through 4
[0.075596857945045] [0.170462776776463] [0.349646663059747] [0.206500062941909]
Column 5
[0.197793639276836]
mu =
Columns 1 through 3
[-2.157467718418542] [-0.726317257487264] [-0.254988663012981]
Columns 4 through 5
[0.672147507729192] [1.199553248787007]
sigma2 =
Columns 1 through 4
[0.132312321979429] [0.184050926079892] [0.119920222304847] [0.235260413203640]
Column 5
[0.155281255353293]
likelihood error: 7.6153e-07
current f = [4.3e-05 4.5e-05 -4.9e-05]
w =
0.546451177927176
0.565915092303271
-0.617358324333768
pic =
Columns 1 through 4
[0.075596857945045] [0.170462776776463] [0.349646663059747] [0.206500062941909]
Column 5
[0.197793639276836]
mu =
Columns 1 through 3
[-2.157467718418542] [-0.726317257487264] [-0.254988663012981]
Columns 4 through 5
[0.672147507729192] [1.199553248787007]
sigma2 =
Columns 1 through 4
[0.132312321979429] [0.184050926079892] [0.119920222304847] [0.235260413203640]
Column 5
[0.155281255353293]
Likelihood error: 0.013622
current f = [4.6e-05 4.7e-05 -5.2e-05]
w =
0.546429289824491
0.565945437964518
-0.617349883789403
pic =
Columns 1 through 4
[0.075582806412713] [0.170500779481415] [0.349826906843118] [0.206220186623047]
Column 5
[0.197869320639707]
mu =
Columns 1 through 3
[-2.157515479440486] [-0.724843411026086] [-0.255279771658320]
Columns 4 through 5
[0.673169338132203] [1.198461696786779]
sigma2 =
Columns 1 through 4
[0.132319666534309] [0.184943052235623] [0.120441221386563] [0.236247417992380]
Column 5
[0.155561753986543]
likelihood error: 0.012727
current f = [4.6e-05 4.7e-05 -5.2e-05]
w =
0.546429207281405
0.565945497662214
-0.617349902148393
pic =
Columns 1 through 4
[0.075582806412713] [0.170500779481415] [0.349826906843118] [0.206220186623047]
Column 5
[0.197869320639707]
mu =
Columns 1 through 3
[-2.157515029688831] [-0.724842886567063] [-0.255280115071035]
Columns 4 through 5
[0.673168810293638] [1.198462230333096]
sigma2 =
Columns 1 through 4
[0.132318240474307] [0.184943242635198] [0.120440672822985] [0.236247842601674]
Column 5
[0.155563228775538]
likelihood error: 7.9148e-07
current f = [4.6e-05 4.7e-05 -5.2e-05]
w =
0.546429207281405
0.565945497662214
-0.617349902148393
pic =
Columns 1 through 4
[0.075582806412713] [0.170500779481415] [0.349826906843118] [0.206220186623047]
Column 5
[0.197869320639707]
mu =
Columns 1 through 3
[-2.157515029688831] [-0.724842886567063] [-0.255280115071035]
Columns 4 through 5
[0.673168810293638] [1.198462230333096]
sigma2 =
Columns 1 through 4
[0.132318240474307] [0.184943242635198] [0.120440672822985] [0.236247842601674]
Column 5
[0.155563228775538]
Likelihood error: 0.013163
current f = [4.6e-07 3.3e-07 7.1e-07]
w =
0.512491637428535
0.357052507006748
0.780939069189345
pic =
Columns 1 through 4
[0.199553313408689] [0.121215068018149] [0.100860518309323] [0.253225386503693]
Column 5
[0.325145713760147]
mu =
Columns 1 through 3
[0.799031099204723] [-1.509465603404667] [1.937725053036588]
Columns 4 through 5
[-0.715257229730977] [0.028302842777346]
sigma2 =
Columns 1 through 4
[0.090856565919513] [0.173901450493023] [0.165156176446422] [0.074757618237079]
Column 5
[0.060597843714185]
likelihood error: 42.4327
current f = [4.6e-07 3.3e-07 7.1e-07]
w =
0.512487699431777
0.357056924871276
0.780939633592271
pic =
Columns 1 through 4
[0.199553313408689] [0.121215068018149] [0.100860518309323] [0.253225386503693]
Column 5
[0.325145713760147]
mu =
Columns 1 through 3
[0.799011837891231] [-1.509502208321599] [1.937718064645112]
Columns 4 through 5
[-0.715241274152380] [0.028318051927441]
sigma2 =
Columns 1 through 4
[0.090826231437288] [0.173936173636984] [0.165146186863646] [0.074777420605223]
Column 5
[0.060594013353956]
likelihood error: 0.0014083
current f = [4.6e-07 3.3e-07 7.1e-07]
w =
0.512487643375285
0.357056987758339
0.780939641626201
pic =
Columns 1 through 4
[0.199553313408689] [0.121215068018149] [0.100860518309323] [0.253225386503693]
Column 5
[0.325145713760147]
mu =
Columns 1 through 3
[0.799011562645544] [-1.509502727579268] [1.937717962696449]
Columns 4 through 5
[-0.715241046078420] [0.028318268433660]
sigma2 =
Columns 1 through 4
[0.090825801841521] [0.173936670291134] [0.165146046624333] [0.074777704656087]
Column 5
[0.060593961138522]
likelihood error: 2.2429e-05
current f = [4.6e-07 3.3e-07 7.1e-07]
w =
0.512487643375285
0.357056987758339
0.780939641626201
pic =
Columns 1 through 4
[0.199553313408689] [0.121215068018149] [0.100860518309323] [0.253225386503693]
Column 5
[0.325145713760147]
mu =
Columns 1 through 3
[0.799011562645544] [-1.509502727579268] [1.937717962696449]
Columns 4 through 5
[-0.715241046078420] [0.028318268433660]
sigma2 =
Columns 1 through 4
[0.090825801841521] [0.173936670291134] [0.165146046624333] [0.074777704656087]
Column 5
[0.060593961138522]
current f = [6.2e-07 4.4e-07 9.5e-07]
w =
0.512027580138356
0.357572885738971
0.781005371205806
pic =
Columns 1 through 4
[0.199160466001020] [0.120348361535136] [0.101795698488893] [0.253971267278817]
Column 5
[0.324724206696134]
mu =
Columns 1 through 3
[0.787538708203227] [-1.484723288871158] [1.923185878980999]
Columns 4 through 5
[-0.719861413901568] [0.027377195906723]
sigma2 =
Columns 1 through 4
[0.104416081106167] [0.199751901125187] [0.177977542636275] [0.090211544623763]
Column 5
[0.071141253317681]
likelihood error: 11.7159
current f = [6.2e-07 4.4e-07 9.5e-07]
w =
0.512021818115483
0.357579344212012
0.781006191820090
pic =
Columns 1 through 4
[0.199160466001020] [0.120348361535136] [0.101795698488893] [0.253971267278817]
Column 5
[0.324724206696134]
mu =
Columns 1 through 3
[0.787509385946069] [-1.484786235129343] [1.923169561037431]
Columns 4 through 5
[-0.719834154095278] [0.027402303816650]
sigma2 =
Columns 1 through 4
[0.104366963839114] [0.199814594643352] [0.177966166160465] [0.090244001897769]
Column 5
[0.071133866095290]
likelihood error: 0.00097781
current f = [6.2e-07 4.4e-07 9.5e-07]
w =
0.512021818115483
0.357579344212012
0.781006191820090
pic =
Columns 1 through 4
[0.199160466001020] [0.120348361535136] [0.101795698488893] [0.253971267278817]
Column 5
[0.324724206696134]
mu =
Columns 1 through 3
[0.787509385946069] [-1.484786235129343] [1.923169561037431]
Columns 4 through 5
[-0.719834154095278] [0.027402303816650]
sigma2 =
Columns 1 through 4
[0.104366963839114] [0.199814594643352] [0.177966166160465] [0.090244001897769]
Column 5
[0.071133866095290]
Likelihood error: 42.4342
current f = [7.4e-07 5.3e-07 1.1e-06]
w =
0.511409655729995
0.358265097169186
0.781093007078999
pic =
Columns 1 through 4
[0.198948377680310] [0.118880070835339] [0.102099829041735] [0.255108165636290]
Column 5
[0.324963556806326]
mu =
Columns 1 through 3
[0.779849391291120] [-1.467802979293007] [1.915808487611359]
Columns 4 through 5
[-0.724904804078538] [0.026675902967267]
sigma2 =
Columns 1 through 4
[0.114447739621316] [0.219636073989489] [0.185234495159561] [0.102375764173234]
Column 5
[0.079232266707416]
likelihood error: 5.4024
current f = [7.4e-07 5.3e-07 1.1e-06]
w =
0.511402535375466
0.358273068823897
0.781094012590475
pic =
Columns 1 through 4
[0.198948377680310] [0.118880070835339] [0.102099829041735] [0.255108165636290]
Column 5
[0.324963556806326]
mu =
Columns 1 through 3
[0.779811747867285] [-1.467887719950406] [1.915783534289301]
Columns 4 through 5
[-0.724869521561297] [0.026710091007806]
sigma2 =
Columns 1 through 4
[0.114383321941548] [0.219726262182152] [0.185222338869713] [0.102418232841396]
Column 5
[0.079221659616394]
likelihood error: 0.00054793
current f = [7.4e-07 5.3e-07 1.1e-06]
w =
0.511402535375466
0.358273068823897
0.781094012590475
pic =
Columns 1 through 4
[0.198948377680310] [0.118880070835339] [0.102099829041735] [0.255108165636290]
Column 5
[0.324963556806326]
mu =
Columns 1 through 3
[0.779811747867285] [-1.467887719950406] [1.915783534289301]
Columns 4 through 5
[-0.724869521561297] [0.026710091007806]
sigma2 =
Columns 1 through 4
[0.114383321941548] [0.219726262182152] [0.185222338869713] [0.102418232841396]
Column 5
[0.079221659616394]
Likelihood error: 11.7168
current f = [8.4e-07 6e-07 1.3e-06]
w =
0.510685453847307
0.359075334475645
0.781194772860026
pic =
Columns 1 through 4
[0.198891687685661] [0.117285835700273] [0.102075452064061] [0.256244426951347]
Column 5
[0.325502597598659]
mu =
Columns 1 through 3
[0.774257619885375] [-1.454973166093358] [1.912031671071168]
Columns 4 through 5
[-0.729688727422514] [0.025996840867393]
sigma2 =
Columns 1 through 4
[0.122533721121902] [0.235747503620718] [0.189687599061904] [0.112489168081776]
Column 5
[0.085921418891949]
likelihood error: 3.0694
current f = [8.5e-07 6.1e-07 1.3e-06]
w =
0.510677488534168
0.359084239913290
0.781195886511447
pic =
Columns 1 through 4
[0.198891687685661] [0.117285835700273] [0.102075452064061] [0.256244426951347]
Column 5
[0.325502597598659]
mu =
Columns 1 through 3
[0.774214373089348] [-1.455073262221843] [1.911999976918385]
Columns 4 through 5
[-0.729648801218261] [0.026037840601220]
sigma2 =
Columns 1 through 4
[0.122458791893535] [0.235860052905610] [0.189675122233756] [0.112538296467303]
Column 5
[0.085908461644170]
likelihood error: 0.00021019
current f = [8.5e-07 6.1e-07 1.3e-06]
w =
0.510677488534168
0.359084239913290
0.781195886511447
pic =
Columns 1 through 4
[0.198891687685661] [0.117285835700273] [0.102075452064061] [0.256244426951347]
Column 5
[0.325502597598659]
mu =
Columns 1 through 3
[0.774214373089348] [-1.455073262221843] [1.911999976918385]
Columns 4 through 5
[-0.729648801218261] [0.026037840601220]
sigma2 =
Columns 1 through 4
[0.122458791893535] [0.235860052905610] [0.189675122233756] [0.112538296467303]
Column 5
[0.085908461644170]
Likelihood error: 5.403
current f = [9.4e-07 6.8e-07 1.4e-06]
w =
0.509893771599451
0.359959802346612
0.781304860034333
pic =
Columns 1 through 4
[0.198951709872355] [0.115709642116844] [0.101857420327560] [0.257290483604074]
Column 5
[0.326190744079166]
mu =
Columns 1 through 3
[0.769979205483011] [-1.444715552776952] [1.910379009711357]
Columns 4 through 5
[-0.734059311292132] [0.025321271515758]
sigma2 =
Columns 1 through 4
[0.129370803298102] [0.249216015089668] [0.192478489548883] [0.121147109959653]
Column 5
[0.091680047458176]
likelihood error: 1.958
current f = [9.4e-07 6.8e-07 1.5e-06]
w =
0.509885322551783
0.359969234509532
0.781306028389128
pic =
Columns 1 through 4
[0.198951709872355] [0.115709642116844] [0.101857420327560] [0.257290483604074]
Column 5
[0.326190744079166]
mu =
Columns 1 through 3
[0.769932538957576] [-1.444825765454160] [1.910342403397093]
Columns 4 through 5
[-0.734017146119355] [0.025367002046714]
sigma2 =
Columns 1 through 4
[0.129289141392458] [0.249345499965161] [0.192465849356107] [0.121200381322435]
Column 5
[0.091665535923656]
likelihood error: 2.4724e-05
current f = [9.4e-07 6.8e-07 1.5e-06]
w =
0.509885322551783
0.359969234509532
0.781306028389128
pic =
Columns 1 through 4
[0.198951709872355] [0.115709642116844] [0.101857420327560] [0.257290483604074]
Column 5
[0.326190744079166]
mu =
Columns 1 through 3
[0.769932538957576] [-1.444825765454160] [1.910342403397093]
Columns 4 through 5
[-0.734017146119355] [0.025367002046714]
sigma2 =
Columns 1 through 4
[0.129289141392458] [0.249345499965161] [0.192465849356107] [0.121200381322435]
Column 5
[0.091665535923656]
Likelihood error: 3.0696
current f = [1e-06 7.4e-07 1.6e-06]
w =
0.509064005907473
0.360885401066429
0.781418944799845
pic =
Columns 1 through 4
[0.199098213921526] [0.114201533168673] [0.101517174417616] [0.258227552098170]
Column 5
[0.326955526394015]
mu =
Columns 1 through 3
[0.766596490446050] [-1.436254518299915] [1.910094703937145]
Columns 4 through 5
[-0.738006431452022] [0.024655280027134]
sigma2 =
Columns 1 through 4
[0.135330634676033] [0.260708631176283] [0.194189786199689] [0.128697492663319]
Column 5
[0.096763414927972]
likelihood error: 1.3454
current f = [1e-06 7.4e-07 1.6e-06]
w =
0.509055325328749
0.360895076559345
0.781420131290521
pic =
Columns 1 through 4
[0.199098213921526] [0.114201533168673] [0.101517174417616] [0.258227552098170]
Column 5
[0.326955526394015]
mu =
Columns 1 through 3
[0.766548049832300] [-1.436370814133732] [1.910054728148783]
Columns 4 through 5
[-0.737963662968993] [0.024704031970820]
sigma2 =
Columns 1 through 4
[0.135245080782975] [0.260850183448815] [0.194177023455239] [0.128753102558937]
Column 5
[0.096747984610493]
likelihood error: 0.00017873
current f = [1e-06 7.4e-07 1.6e-06]
w =
0.509055325328749
0.360895076559345
0.781420131290521
pic =
Columns 1 through 4
[0.199098213921526] [0.114201533168673] [0.101517174417616] [0.258227552098170]
Column 5
[0.326955526394015]
mu =
Columns 1 through 3
[0.766548049832300] [-1.436370814133732] [1.910054728148783]
Columns 4 through 5
[-0.737963662968993] [0.024704031970820]
sigma2 =
Columns 1 through 4
[0.135245080782975] [0.260850183448815] [0.194177023455239] [0.128753102558937]
Column 5
[0.096747984610493]
Likelihood error: 1.958
current f = [1.1e-06 8e-07 1.7e-06]
w =
0.508217748108051
0.361827908131119
0.781533932509465
pic =
Columns 1 through 4
[0.199309218741092] [0.112777799929430] [0.101096799872461] [0.259057840495406]
Column 5
[0.327758340961610]
mu =
Columns 1 through 3
[0.763862707963268] [-1.429136353437794] [1.910740458854474]
Columns 4 through 5
[-0.741561646174143] [0.024005842080547]
sigma2 =
Columns 1 through 4
[0.140636578327790] [0.270656522426948] [0.195158951467609] [0.135368026356773]
Column 5
[0.101327242770224]
likelihood error: 0.97395
current f = [1.1e-06 8e-07 1.7e-06]
w =
0.508209012130412
0.361837629877854
0.781535112367848
pic =
Columns 1 through 4
[0.199309218741092] [0.112777799929430] [0.101096799872461] [0.259057840495406]
Column 5
[0.327758340961610]
mu =
Columns 1 through 3
[0.763813691432196] [-1.429255708252412] [1.910698347390471]
Columns 4 through 5
[-0.741519354866661] [0.024056279672999]
sigma2 =
Columns 1 through 4
[0.140549223853385] [0.270806067992231] [0.195146069534136] [0.135424697492036]
Column 5
[0.101311371399271]
likelihood error: 0.00027513
current f = [1.1e-06 8e-07 1.7e-06]
w =
0.508209012130412
0.361837629877854
0.781535112367848
pic =
Columns 1 through 4
[0.199309218741092] [0.112777799929430] [0.101096799872461] [0.259057840495406]
Column 5
[0.327758340961610]
mu =
Columns 1 through 3
[0.763813691432196] [-1.429255708252412] [1.910698347390471]
Columns 4 through 5
[-0.741519354866661] [0.024056279672999]
sigma2 =
Columns 1 through 4
[0.140549223853385] [0.270806067992231] [0.195146069534136] [0.135424697492036]
Column 5
[0.101311371399271]
Likelihood error: 1.3452
current f = [1.2e-06 8.5e-07 1.8e-06]
w =
0.507370502900303
0.362770013486388
0.781647677982900
pic =
Columns 1 through 4
[0.199568671515264] [0.111441110847777] [0.100622971219165] [0.259790060721697]
Column 5
[0.328577185696097]
mu =
Columns 1 through 3
[0.761620288272472] [-1.423070069451075] [1.912040021620342]
Columns 4 through 5
[-0.744766707241795] [0.023377549597224]
sigma2 =
Columns 1 through 4
[0.145434312297518] [0.279357381995799] [0.195598669771426] [0.141319047608435]
Column 5
[0.105474722770076]
likelihood error: 0.73296
current f = [1.2e-06 8.5e-07 1.8e-06]
w =
0.507361833840349
0.362779645416453
0.781648834733543
pic =
Columns 1 through 4
[0.199568671515264] [0.111441110847777] [0.100622971219165] [0.259790060721697]
Column 5
[0.328577185696097]
mu =
Columns 1 through 3
[0.761571544111652] [-1.423190261640970] [1.911996732509549]
Columns 4 through 5
[-0.744725582579532] [0.023428661298711]
sigma2 =
Columns 1 through 4
[0.145346672975340] [0.279511645314649] [0.195585665632850] [0.141375881216111]
Column 5
[0.105458756121752]
likelihood error: 0.0003321
current f = [1.2e-06 8.5e-07 1.8e-06]
w =
0.507361833840349
0.362779645416453
0.781648834733543
pic =
Columns 1 through 4
[0.199568671515264] [0.111441110847777] [0.100622971219165] [0.259790060721697]
Column 5
[0.328577185696097]
mu =
Columns 1 through 3
[0.761571544111652] [-1.423190261640970] [1.911996732509549]
Columns 4 through 5
[-0.744725582579532] [0.023428661298711]
sigma2 =
Columns 1 through 4
[0.145346672975340] [0.279511645314649] [0.195585665632850] [0.141375881216111]
Column 5
[0.105458756121752]
Likelihood error: 0.97368
current f = [1.2e-06 9e-07 1.9e-06]
w =
0.506533170763454
0.363699624112110
0.781758743380657
pic =
Columns 1 through 4
[0.199864603355477] [0.110188396857061] [0.100113526492026] [0.260434514226582]
Column 5
[0.329398959068855]
mu =
Columns 1 through 3
[0.759762346661204] [-1.417856011716803] [1.913808546208506]
Columns 4 through 5
[-0.747663079148732] [0.022772870686402]
sigma2 =
Columns 1 through 4
[0.149824658746779] [0.287027313389104] [0.195651271674523] [0.146669272532421]
Column 5
[0.109278519119781]
likelihood error: 0.56852
current f = [1.2e-06 9e-07 1.9e-06]
w =
0.506524652486861
0.363709073650462
0.781759866388139
pic =
Columns 1 through 4
[0.199864603355477] [0.110188396857061] [0.100113526492026] [0.260434514226582]
Column 5
[0.329398959068855]
mu =
Columns 1 through 3
[0.759714458907512] [-1.417975440432288] [1.913764808419255]
Columns 4 through 5
[-0.747623539343150] [0.022823908550730]
sigma2 =
Columns 1 through 4
[0.149737816043498] [0.287183731030412] [0.195638146949170] [0.146725639840527]
Column 5
[0.109262700011575]
likelihood error: 0.00036255
current f = [1.2e-06 9e-07 1.9e-06]
w =
0.506524652486861
0.363709073650462
0.781759866388139
pic =
Columns 1 through 4
[0.199864603355477] [0.110188396857061] [0.100113526492026] [0.260434514226582]
Column 5
[0.329398959068855]
mu =
Columns 1 through 3
[0.759714458907512] [-1.417975440432288] [1.913764808419255]
Columns 4 through 5
[-0.747623539343150] [0.022823908550730]
sigma2 =
Columns 1 through 4
[0.149737816043498] [0.287183731030412] [0.195638146949170] [0.146725639840527]
Column 5
[0.109262700011575]
Likelihood error: 0.73263
current f = [1.3e-06 9.4e-07 2e-06]
w =
0.505713231181481
0.364608511646036
0.781866205731715
pic =
Columns 1 through 4
[0.200187886418572] [0.109014256167472] [0.099580889217216] [0.261001311297036]
Column 5
[0.330215656899704]
mu =
Columns 1 through 3
[0.758212787482910] [-1.413349924345864] [1.915916678082514]
Columns 4 through 5
[-0.750288559528415] [0.022192828449323]
sigma2 =
Columns 1 through 4
[0.153880589360508] [0.293829456120007] [0.195416343190784] [0.151509843171598]
Column 5
[0.112792219240271]
likelihood error: 0.45181
current f = [1.3e-06 9.4e-07 2e-06]
w =
0.505704919937216
0.364617717360317
0.781867288466048
pic =
Columns 1 through 4
[0.200187886418572] [0.109014256167472] [0.099580889217216] [0.261001311297036]
Column 5
[0.330215656899704]
mu =
Columns 1 through 3
[0.758166145068136] [-1.413467460219643] [1.915873037006894]
Columns 4 through 5
[-0.750250837096483] [0.022243251332611]
sigma2 =
Columns 1 through 4
[0.153795300640260] [0.293986063150954] [0.195403106821927] [0.151565308252251]
Column 5
[0.112776713114972]
likelihood error: 0.00037537
current f = [1.3e-06 9.4e-07 2e-06]
w =
0.505704919937216
0.364617717360317
0.781867288466048
pic =
Columns 1 through 4
[0.200187886418572] [0.109014256167472] [0.099580889217216] [0.261001311297036]
Column 5
[0.330215656899704]
mu =
Columns 1 through 3
[0.758166145068136] [-1.413467460219643] [1.915873037006894]
Columns 4 through 5
[-0.750250837096483] [0.022243251332611]
sigma2 =
Columns 1 through 4
[0.153795300640260] [0.293986063150954] [0.195403106821927] [0.151565308252251]
Column 5
[0.112776713114972]
Likelihood error: 0.56815
current f = [1.3e-06 9.8e-07 2.1e-06]
w =
0.504915653230631
0.365491273236882
0.781969510292384
pic =
Columns 1 through 4
[0.200531416545888] [0.107912512059562] [0.099033987759347] [0.261499742022387]
Column 5
[0.331022341612816]
mu =
Columns 1 through 3
[0.756915259834883] [-1.409443254387814] [1.918270711574732]
Columns 4 through 5
[-0.752676466506996] [0.021637546400729]
sigma2 =
Columns 1 through 4
[0.157656779972066] [0.299890847705343] [0.194965976625843] [0.155912654435705]
Column 5
[0.116056793024638]
likelihood error: 0.36632
current f = [1.3e-06 9.8e-07 2.1e-06]
w =
0.504907585408339
0.365500196000357
0.781970549094000
pic =
Columns 1 through 4
[0.200531416545888] [0.107912512059562] [0.099033987759347] [0.261499742022387]
Column 5
[0.331022341612816]
mu =
Columns 1 through 3
[0.756870110038131] [-1.409558121355541] [1.918227568520898]
Columns 4 through 5
[-0.752640668686778] [0.021686971843244]
sigma2 =
Columns 1 through 4
[0.157573562577216] [0.300046165141250] [0.194952644344655] [0.155966919587771]
Column 5
[0.116041708536598]
likelihood error: 0.00037655
current f = [1.3e-06 9.8e-07 2.1e-06]
w =
0.504907585408339
0.365500196000357
0.781970549094000
pic =
Columns 1 through 4
[0.200531416545888] [0.107912512059562] [0.099033987759347] [0.261499742022387]
Column 5
[0.331022341612816]
mu =
Columns 1 through 3
[0.756870110038131] [-1.409558121355541] [1.918227568520898]
Columns 4 through 5
[-0.752640668686778] [0.021686971843244]
sigma2 =
Columns 1 through 4
[0.157573562577216] [0.300046165141250] [0.194952644344655] [0.155966919587771]
Column 5
[0.116041708536598]
Likelihood error: 0.45143
current f = [1.4e-06 1e-06 2.1e-06]
w =
0.504143582872896
0.366344549003563
0.782068361502471
pic =
Columns 1 through 4
[0.200889569591452] [0.106876943069006] [0.098479397307106] [0.261938100177595]
Column 5
[0.331815989854839]
mu =
Columns 1 through 3
[0.755826660031186] [-1.406051618597922] [1.920800899485551]
Columns 4 through 5
[-0.754855762797787] [0.021106616012734]
sigma2 =
Columns 1 through 4
[0.161195333402551] [0.305312899504745] [0.194353766038456] [0.159935618876896]
Column 5
[0.119104475820965]
likelihood error: 0.30205
current f = [1.4e-06 1e-06 2.1e-06]
w =
0.504135780616377
0.366353165612653
0.782069354699802
pic =
Columns 1 through 4
[0.200889569591452] [0.106876943069006] [0.098479397307106] [0.261938100177595]
Column 5
[0.331815989854839]
mu =
Columns 1 through 3
[0.755783148762696] [-1.406163302334840] [1.920758544253990]
Columns 4 through 5
[-0.754821913863310] [0.021154781421973]
sigma2 =
Columns 1 through 4
[0.161114528165632] [0.305465834107859] [0.194340358810981] [0.159988485764259]
Column 5
[0.119089880660704]
likelihood error: 0.00037018
current f = [1.4e-06 1e-06 2.1e-06]
w =
0.504135780616377
0.366353165612653
0.782069354699802
pic =
Columns 1 through 4
[0.200889569591452] [0.106876943069006] [0.098479397307106] [0.261938100177595]
Column 5
[0.331815989854839]
mu =
Columns 1 through 3
[0.755783148762696] [-1.406163302334840] [1.920758544253990]
Columns 4 through 5
[-0.754821913863310] [0.021154781421973]
sigma2 =
Columns 1 through 4
[0.161114528165632] [0.305465834107859] [0.194340358810981] [0.159988485764259]
Column 5
[0.119089880660704]
Likelihood error: 0.36595
current f = [1.4e-06 1e-06 2.2e-06]
w =
0.503398855824613
0.367166439764658
0.782162643148869
pic =
Columns 1 through 4
[0.201257831549625] [0.105901620126052] [0.097922052707519] [0.262323689328074]
Column 5
[0.332594806288730]
mu =
Columns 1 through 3
[0.754913120649405] [-1.403107678184122] [1.923454201721156]
Columns 4 through 5
[-0.756851494032147] [0.020599329882860]
sigma2 =
Columns 1 through 4
[0.164529389948729] [0.310178203322707] [0.193620397817810] [0.163626169443545]
Column 5
[0.121961226766574]
likelihood error: 0.25267
current f = [1.4e-06 1e-06 2.2e-06]
w =
0.503391331121631
0.367174738301752
0.782163590427256
pic =
Columns 1 through 4
[0.201257831549625] [0.105901620126052] [0.097922052707519] [0.262323689328074]
Column 5
[0.332594806288730]
mu =
Columns 1 through 3
[0.754871322322413] [-1.403215856153903] [1.923412838753168]
Columns 4 through 5
[-0.756819564726980] [0.020646062073339]
sigma2 =
Columns 1 through 4
[0.164451208887065] [0.310327963102263] [0.193606940194459] [0.163677511216015]
Column 5
[0.121947159514170]
likelihood error: 0.00035899
current f = [1.4e-06 1e-06 2.2e-06]
w =
0.503391331121631
0.367174738301752
0.782163590427256
pic =
Columns 1 through 4
[0.201257831549625] [0.105901620126052] [0.097922052707519] [0.262323689328074]
Column 5
[0.332594806288730]
mu =
Columns 1 through 3
[0.754871322322413] [-1.403215856153903] [1.923412838753168]
Columns 4 through 5
[-0.756819564726980] [0.020646062073339]
sigma2 =
Columns 1 through 4
[0.164451208887065] [0.310327963102263] [0.193606940194459] [0.163677511216015]
Column 5
[0.121947159514170]
Likelihood error: 0.30168
current f = [1.4e-06 1.1e-06 2.2e-06]
w =
0.502682377356518
0.367956077290036
0.782252360569613
pic =
Columns 1 through 4
[0.201632540401002] [0.104981049873233] [0.097365711475461] [0.262662899296244]
Column 5
[0.333357798954060]
mu =
Columns 1 through 3
[0.754147431932803] [-1.400556535288986] [1.926189592821775]
Columns 4 through 5
[-0.758685297682311] [0.020114825491564]
sigma2 =
Columns 1 through 4
[0.167685505694635] [0.314555127759271] [0.192797277048403] [0.167023687315820]
Column 5
[0.124648353594356]
likelihood error: 0.214
current f = [1.4e-06 1.1e-06 2.2e-06]
w =
0.502675135029300
0.367964053744425
0.782253262520558
pic =
Columns 1 through 4
[0.201632540401002] [0.104981049873233] [0.097365711475461] [0.262662899296244]
Column 5
[0.333357798954060]
mu =
Columns 1 through 3
[0.754107371362708] [-1.400661023840573] [1.926149361844846]
Columns 4 through 5
[-0.758655225544888] [0.020160017191844]
sigma2 =
Columns 1 through 4
[0.167610067680410] [0.314701152957583] [0.192783795752223] [0.167073428443825]
Column 5
[0.124634832455248]
likelihood error: 0.00034484
current f = [1.4e-06 1.1e-06 2.2e-06]
w =
0.502675135029300
0.367964053744425
0.782253262520558
pic =
Columns 1 through 4
[0.201632540401002] [0.104981049873233] [0.097365711475461] [0.262662899296244]
Column 5
[0.333357798954060]
mu =
Columns 1 through 3
[0.754107371362708] [-1.400661023840573] [1.926149361844846]
Columns 4 through 5
[-0.758655225544888] [0.020160017191844]
sigma2 =
Columns 1 through 4
[0.167610067680410] [0.314701152957583] [0.192783795752223] [0.167073428443825]
Column 5
[0.124634832455248]
Likelihood error: 0.25231
current f = [1.4e-06 1.1e-06 2.3e-06]
w =
0.501994401840960
0.368713309187075
0.782337599211487
pic =
Columns 1 through 4
[0.202010701283400] [0.104110220659692] [0.096813264804984] [0.262961305000689]
Column 5
[0.334104508251234]
mu =
Columns 1 through 3
[0.753507325163317] [-1.398352642784833] [1.928974915426870]
Columns 4 through 5
[-0.760375889373610] [0.019652172102840]
sigma2 =
Columns 1 through 4
[0.170685277340372] [0.318501028005090] [0.191908965401289] [0.170161241610828]
Column 5
[0.127183626193954]
likelihood error: 0.18322
current f = [1.5e-06 1.1e-06 2.3e-06]
w =
0.501987441734539
0.368720964992176
0.782338457011888
pic =
Columns 1 through 4
[0.202010701283400] [0.104110220659692] [0.096813264804984] [0.262961305000689]
Column 5
[0.334104508251234]
mu =
Columns 1 through 3
[0.753468993474649] [-1.398453357466918] [1.928935907572063]
Columns 4 through 5
[-0.760347592648519] [0.019695764052603]
sigma2 =
Columns 1 through 4
[0.170612634677376] [0.318642935904743] [0.191895488236008] [0.170209343203274]
Column 5
[0.127170655364394]
likelihood error: 0.00032898
current f = [1.5e-06 1.1e-06 2.3e-06]
w =
0.501987441734539
0.368720964992176
0.782338457011888
pic =
Columns 1 through 4
[0.202010701283400] [0.104110220659692] [0.096813264804984] [0.262961305000689]
Column 5
[0.334104508251234]
mu =
Columns 1 through 3
[0.753468993474649] [-1.398453357466918] [1.928935907572063]
Columns 4 through 5
[-0.760347592648519] [0.019695764052603]
sigma2 =
Columns 1 through 4
[0.170612634677376] [0.318642935904743] [0.191895488236008] [0.170209343203274]
Column 5
[0.127170655364394]
Likelihood error: 0.21366
current f = [1.5e-06 1.1e-06 2.3e-06]
w =
0.501334737294842
0.369438469301017
0.782418495193472
pic =
Columns 1 through 4
[0.202389850937554] [0.103284599889302] [0.096266952586764] [0.263223766952482]
Column 5
[0.334834829633897]
mu =
Columns 1 through 3
[0.752974294478243] [-1.396457659913678] [1.931784705252217]
Columns 4 through 5
[-0.761939494972813] [0.019210422201629]
sigma2 =
Columns 1 through 4
[0.173546487357195] [0.322064554300523] [0.190974870572465] [0.173066870515308]
Column 5
[0.129582063744813]
likelihood error: 0.15837
current f = [1.5e-06 1.1e-06 2.3e-06]
w =
0.501328055875319
0.369445809543801
0.782419310378798
pic =
Columns 1 through 4
[0.202389850937554] [0.103284599889302] [0.096266952586764] [0.263223766952482]
Column 5
[0.334834829633897]
mu =
Columns 1 through 3
[0.752937660559414] [-1.396554585925256] [1.931746975526768]
Columns 4 through 5
[-0.761912882019755] [0.019252389636557]
sigma2 =
Columns 1 through 4
[0.173476645497743] [0.322202095748283] [0.190961425627718] [0.173113319585835]
Column 5
[0.129569638007878]
likelihood error: 0.00031228
current f = [1.5e-06 1.1e-06 2.3e-06]
w =
0.501328055875319
0.369445809543801
0.782419310378798
pic =
Columns 1 through 4
[0.202389850937554] [0.103284599889302] [0.096266952586764] [0.263223766952482]
Column 5
[0.334834829633897]
mu =
Columns 1 through 3
[0.752937660559414] [-1.396554585925256] [1.931746975526768]
Columns 4 through 5
[-0.761912882019755] [0.019252389636557]
sigma2 =
Columns 1 through 4
[0.173476645497743] [0.322202095748283] [0.190961425627718] [0.173113319585835]
Column 5
[0.129569638007878]
Likelihood error: 0.1829
current f = [1.5e-06 1.1e-06 2.4e-06]
w =
0.500702894043416
0.370132211611926
0.782495214619892
pic =
Columns 1 through 4
[0.202767956064848] [0.102500107968813] [0.095728515835688] [0.263454524837210]
Column 5
[0.335548895293441]
mu =
Columns 1 through 3
[0.752532766048038] [-1.394838920324246] [1.934598647483354]
Columns 4 through 5
[-0.763390222097358] [0.018788641036450]
sigma2 =
Columns 1 through 4
[0.176283932949118] [0.325287355660185] [0.190010448007089] [0.175764546346804]
Column 5
[0.131856506081298]
likelihood error: 0.13805
current f = [1.5e-06 1.1e-06 2.4e-06]
w =
0.500696485559725
0.370139243737914
0.782495988925317
pic =
Columns 1 through 4
[0.202767956064848] [0.102500107968813] [0.095728515835688] [0.263454524837210]
Column 5
[0.335548895293441]
mu =
Columns 1 through 3
[0.752497784723107] [-1.394932090680285] [1.934562224348666]
Columns 4 through 5
[-0.763365197649987] [0.018828983570807]
sigma2 =
Columns 1 through 4
[0.176216865043144] [0.325420381226140] [0.189997063103883] [0.175809347957589]
Column 5
[0.131844614096772]
likelihood error: 0.0002953
current f = [1.5e-06 1.1e-06 2.4e-06]
w =
0.500696485559725
0.370139243737914
0.782495988925317
pic =
Columns 1 through 4
[0.202767956064848] [0.102500107968813] [0.095728515835688] [0.263454524837210]
Column 5
[0.335548895293441]
mu =
Columns 1 through 3
[0.752497784723107] [-1.394932090680285] [1.934562224348666]
Columns 4 through 5
[-0.763365197649987] [0.018828983570807]
sigma2 =
Columns 1 through 4
[0.176216865043144] [0.325420381226140] [0.189997063103883] [0.175809347957589]
Column 5
[0.131844614096772]
Likelihood error: 0.15806
current f = [1.5e-06 1.1e-06 2.4e-06]
w =
0.500098191877213
0.370795391123057
0.782567939233585
pic =
Columns 1 through 4
[0.203143335567217] [0.101753082150242] [0.095199307167328] [0.263657281142524]
Column 5
[0.336246993972690]
mu =
Columns 1 through 3
[0.752169497739362] [-1.393468309129515] [1.937400455666110]
Columns 4 through 5
[-0.764740374602834] [0.018385922752624]
sigma2 =
Columns 1 through 4
[0.178910040122737] [0.328205366208177] [0.189028075290983] [0.178274916470810]
Column 5
[0.134018038075159]
likelihood error: 0.12124
current f = [1.5e-06 1.1e-06 2.4e-06]
w =
0.500092049198964
0.370802124007661
0.782568674484243
pic =
Columns 1 through 4
[0.203143335567217] [0.101753082150242] [0.095199307167328] [0.263657281142524]
Column 5
[0.336246993972690]
mu =
Columns 1 through 3
[0.752136115532519] [-1.393557788666381] [1.937365348337790]
Columns 4 through 5
[-0.764716843832413] [0.018424656868980]
sigma2 =
Columns 1 through 4
[0.178845697678458] [0.328333800113211] [0.189014777606405] [0.178318087994528]
Column 5
[0.134006664712231]
likelihood error: 0.00027843
current f = [1.5e-06 1.1e-06 2.4e-06]
w =
0.500092049198964
0.370802124007661
0.782568674484243
pic =
Columns 1 through 4
[0.203143335567217] [0.101753082150242] [0.095199307167328] [0.263657281142524]
Column 5
[0.336246993972690]
mu =
Columns 1 through 3
[0.752136115532519] [-1.393557788666381] [1.937365348337790]
Columns 4 through 5
[-0.764716843832413] [0.018424656868980]
sigma2 =
Columns 1 through 4
[0.178845697678458] [0.328333800113211] [0.189014777606405] [0.178318087994528]
Column 5
[0.134006664712231]
Likelihood error: 0.13776
current f = [1.5e-06 1.2e-06 2.4e-06]
w =
0.499519836461577
0.371428979420924
0.782636856638623
pic =
Columns 1 through 4
[0.203514599973966] [0.101040237274340] [0.094680372470836] [0.263835274307108]
Column 5
[0.336929515973750]
mu =
Columns 1 through 3
[0.751873135562025] [-1.392321420822475] [1.940177040589980]
Columns 4 through 5
[-0.766000716951231] [0.018001398393273]
sigma2 =
Columns 1 through 4
[0.181435327722426] [0.330849795991022] [0.188037701108437] [0.180615881372584]
Column 5
[0.136076311217920]
likelihood error: 0.10718
current f = [1.5e-06 1.2e-06 2.4e-06]
w =
0.499513951676243
0.371435422711812
0.782637554675313
pic =
Columns 1 through 4
[0.203514599973966] [0.101040237274340] [0.094680372470836] [0.263835274307108]
Column 5
[0.336929515973750]
mu =
Columns 1 through 3
[0.751841294705421] [-1.392407294602919] [1.940143244557555]
Columns 4 through 5
[-0.765978588008963] [0.018038551919188]
sigma2 =
Columns 1 through 4
[0.181373648346071] [0.330973616210637] [0.188024516926510] [0.180657448325118]
Column 5
[0.136065439190161]
likelihood error: 0.00026192
current f = [1.5e-06 1.2e-06 2.4e-06]
w =
0.499513951676243
0.371435422711812
0.782637554675313
pic =
Columns 1 through 4
[0.203514599973966] [0.101040237274340] [0.094680372470836] [0.263835274307108]
Column 5
[0.336929515973750]
mu =
Columns 1 through 3
[0.751841294705421] [-1.392407294602919] [1.940143244557555]
Columns 4 through 5
[-0.765978588008963] [0.018038551919188]
sigma2 =
Columns 1 through 4
[0.181373648346071] [0.330973616210637] [0.188024516926510] [0.180657448325118]
Column 5
[0.136065439190161]
Likelihood error: 0.12096
current f = [1.5e-06 1.2e-06 2.4e-06]
w =
0.498966973040873
0.372034005729717
0.782702153797622
pic =
Columns 1 through 4
[0.203880603488217] [0.100358627040628] [0.094172512380263] [0.263991341967896]
Column 5
[0.337596915122996]
mu =
Columns 1 through 3
[0.751633879161791] [-1.391376914906065] [1.942917882741613]
Columns 4 through 5
[-0.767180695933801] [0.017634239041737]
sigma2 =
Columns 1 through 4
[0.183868764180538] [0.333247907681837] [0.187047335375882] [0.182803051945016]
Column 5
[0.138039791618373]
likelihood error: 0.095321
current f = [1.5e-06 1.2e-06 2.4e-06]
w =
0.498961337872337
0.372040169389426
0.782702816427978
pic =
Columns 1 through 4
[0.203880603488217] [0.100358627040628] [0.094172512380263] [0.263991341967896]
Column 5
[0.337596915122996]
mu =
Columns 1 through 3
[0.751603520327898] [-1.391459279923629] [1.942885383904937]
Columns 4 through 5
[-0.767159881446958] [0.017669847132040]
sigma2 =
Columns 1 through 4
[0.183809677127368] [0.333367130908273] [0.187034289922788] [0.182843044988304]
Column 5
[0.138029402612411]
likelihood error: 0.00024594
current f = [1.5e-06 1.2e-06 2.4e-06]
w =
0.498961337872337
0.372040169389426
0.782702816427978
pic =
Columns 1 through 4
[0.203880603488217] [0.100358627040628] [0.094172512380263] [0.263991341967896]
Column 5
[0.337596915122996]
mu =
Columns 1 through 3
[0.751603520327898] [-1.391459279923629] [1.942885383904937]
Columns 4 through 5
[-0.767159881446958] [0.017669847132040]
sigma2 =
Columns 1 through 4
[0.183809677127368] [0.333367130908273] [0.187034289922788] [0.182843044988304]
Column 5
[0.138029402612411]
Likelihood error: 0.10692
current f = [1.5e-06 1.2e-06 2.4e-06]
w =
0.498438723445425
0.372611516629163
0.782764012859350
pic =
Columns 1 through 4
[0.204240405472316] [0.099705607586408] [0.093676329306051] [0.264127975309209]
Column 5
[0.338249682326015]
mu =
Columns 1 through 3
[0.751443224695963] [-1.390616013871483] [1.945614550550876]
Columns 4 through 5
[-0.768288626690666] [0.017283656131708]
sigma2 =
Columns 1 through 4
[0.186218045906408] [0.335423634900205] [0.186063425203515] [0.184850115579331]
Column 5
[0.139915954238275]
likelihood error: 0.085227
current f = [1.5e-06 1.2e-06 2.4e-06]
w =
0.498433329540350
0.372617410625176
0.782764641827187
pic =
Columns 1 through 4
[0.204240405472316] [0.099705607586408] [0.093676329306051] [0.264127975309209]
Column 5
[0.338249682326015]
mu =
Columns 1 through 3
[0.751414288809316] [-1.390694973216978] [1.945583328287732]
Columns 4 through 5
[-0.768269044547241] [0.017317758385214]
sigma2 =
Columns 1 through 4
[0.186161475997740] [0.335538305292023] [0.186050542536525] [0.184888568397292]
Column 5
[0.139906029676822]
likelihood error: 0.00023058
current f = [1.5e-06 1.2e-06 2.4e-06]
w =
0.498433329540350
0.372617410625176
0.782764641827187
pic =
Columns 1 through 4
[0.204240405472316] [0.099705607586408] [0.093676329306051] [0.264127975309209]
Column 5
[0.338249682326015]
mu =
Columns 1 through 3
[0.751414288809316] [-1.390694973216978] [1.945583328287732]
Columns 4 through 5
[-0.768269044547241] [0.017317758385214]
sigma2 =
Columns 1 through 4
[0.186161475997740] [0.335538305292023] [0.186050542536525] [0.184888568397292]
Column 5
[0.139906029676822]
Likelihood error: 0.095075
current f = [1.5e-06 1.2e-06 2.4e-06]
w =
0.497934210889286
0.373162549353261
0.782822608629798
pic =
Columns 1 through 4
[0.204593239113541] [0.099078804148744] [0.093192263967053] [0.264247365625129]
Column 5
[0.338888327145533]
mu =
Columns 1 through 3
[0.751293763641835] [-1.390022105773219] [1.948260324944721]
Columns 4 through 5
[-0.769331849071213] [0.016948900174471]
sigma2 =
Columns 1 through 4
[0.188489817351251] [0.337398081145918] [0.185091147297482] [0.186769132325301]
Column 5
[0.141711437130243]
likelihood error: 0.07657
current f = [1.5e-06 1.2e-06 2.5e-06]
w =
0.497929050006220
0.373168183456009
0.782823205597320
pic =
Columns 1 through 4
[0.204593239113541] [0.099078804148744] [0.093192263967053] [0.264247365625129]
Column 5
[0.338888327145533]
mu =
Columns 1 through 3
[0.751266193031422] [-1.390097764627350] [1.948230354357338]
Columns 4 through 5
[-0.769313422728455] [0.016981538600221]
sigma2 =
Columns 1 through 4
[0.188435687678033] [0.337508262006034] [0.185078450226384] [0.186806080150196]
Column 5
[0.141701958672554]
likelihood error: 0.0002159
current f = [1.5e-06 1.2e-06 2.5e-06]
w =
0.497929050006220
0.373168183456009
0.782823205597320
pic =
Columns 1 through 4
[0.204593239113541] [0.099078804148744] [0.093192263967053] [0.264247365625129]
Column 5
[0.338888327145533]
mu =
Columns 1 through 3
[0.751266193031422] [-1.390097764627350] [1.948230354357338]
Columns 4 through 5
[-0.769313422728455] [0.016981538600221]
sigma2 =
Columns 1 through 4
[0.188435687678033] [0.337508262006034] [0.185078450226384] [0.186806080150196]
Column 5
[0.141701958672554]
Likelihood error: 0.084997
current f = [1.5e-06 1.2e-06 2.5e-06]
w =
0.497452575910717
0.373688114889979
0.782878107188355
pic =
Columns 1 through 4
[0.204938485636949] [0.098476081036124] [0.092720624168099] [0.264351444167682]
Column 5
[0.339513364991146]
mu =
Columns 1 through 3
[0.751179022728414] [-1.389580425096561] [1.950849902690202]
Columns 4 through 5
[-0.770316859432153] [0.016629258668395]
sigma2 =
Columns 1 through 4
[0.190689846930200] [0.339189927201383] [0.184134638216241] [0.188570776699033]
Column 5
[0.143432165434005]
likelihood error: 0.06909
current f = [1.5e-06 1.2e-06 2.5e-06]
w =
0.497447640038238
0.373693498549143
0.782878673727327
pic =
Columns 1 through 4
[0.204938485636949] [0.098476081036124] [0.092720624168099] [0.264351444167682]
Column 5
[0.339513364991146]
mu =
Columns 1 through 3
[0.751152761812719] [-1.389652888066778] [1.950821156225077]
Columns 4 through 5
[-0.770299517914019] [0.016660476283457]
sigma2 =
Columns 1 through 4
[0.190638080661996] [0.339295694900864] [0.184122148243530] [0.188606255320047]
Column 5
[0.143423115289203]
likelihood error: 0.00020192
current f = [1.5e-06 1.2e-06 2.5e-06]
w =
0.497447640038238
0.373693498549143
0.782878673727327
pic =
Columns 1 through 4
[0.204938485636949] [0.098476081036124] [0.092720624168099] [0.264351444167682]
Column 5
[0.339513364991146]
mu =
Columns 1 through 3
[0.751152761812719] [-1.389652888066778] [1.950821156225077]
Columns 4 through 5
[-0.770299517914019] [0.016660476283457]
sigma2 =
Columns 1 through 4
[0.190638080661996] [0.339295694900864] [0.184122148243530] [0.188606255320047]
Column 5
[0.143423115289203]
Likelihood error: 0.076354
current f = [1.5e-06 1.2e-06 2.5e-06]
w =
0.496992985956774
0.374189188073544
0.782930665288578
pic =
Columns 1 through 4
[0.205275652864478] [0.097895514847429] [0.092261607767261] [0.264441916253854]
Column 5
[0.340125308266977]
mu =
Columns 1 through 3
[0.751093334589292] [-1.389277793222307] [1.953379159006695]
Columns 4 through 5
[-0.771249422100575] [0.016324053653575]
sigma2 =
Columns 1 through 4
[0.192823169035254] [0.340815767275254] [0.183197177732810] [0.190264536740662]
Column 5
[0.145083452175684]
likelihood error: 0.062587
current f = [1.5e-06 1.2e-06 2.5e-06]
w =
0.496988267380519
0.374194330350411
0.782931202877646
pic =
Columns 1 through 4
[0.205275652864478] [0.097895514847429] [0.092261607767261] [0.264441916253854]
Column 5
[0.340125308266977]
mu =
Columns 1 through 3
[0.751068330234857] [-1.389347162659342] [1.953351607599734]
Columns 4 through 5
[-0.771233099799293] [0.016353893546105]
sigma2 =
Columns 1 through 4
[0.192773690576285] [0.340917206884248] [0.183184915004489] [0.190298581866878]
Column 5
[0.145074813284091]
likelihood error: 0.00018866
current f = [1.5e-06 1.2e-06 2.5e-06]
w =
0.496988267380519
0.374194330350411
0.782931202877646
pic =
Columns 1 through 4
[0.205275652864478] [0.097895514847429] [0.092261607767261] [0.264441916253854]
Column 5
[0.340125308266977]
mu =
Columns 1 through 3
[0.751068330234857] [-1.389347162659342] [1.953351607599734]
Columns 4 through 5
[-0.771233099799293] [0.016353893546105]
sigma2 =
Columns 1 through 4
[0.192773690576285] [0.340917206884248] [0.183184915004489] [0.190298581866878]
Column 5
[0.145074813284091]
Likelihood error: 0.068888
current f = [1.5e-06 1.2e-06 2.5e-06]
w =
0.496554640475514
0.374666702586791
0.782980430283912
pic =
Columns 1 through 4
[0.205604357223593] [0.097335370731740] [0.091815321230495] [0.264520290485659]
Column 5
[0.340724660328512]
mu =
Columns 1 through 3
[0.751031731715138] [-1.389102404956291] [1.955844955380071]
Columns 4 through 5
[-0.772134663978661] [0.016032639186019]
sigma2 =
Columns 1 through 4
[0.194894199655763] [0.342290388898795] [0.182281336343715] [0.191858879090909]
Column 5
[0.146670081042289]
likelihood error: 0.056899
current f = [1.5e-06 1.2e-06 2.5e-06]
w =
0.496550131809022
0.374671612125994
0.782980940309992
pic =
Columns 1 through 4
[0.205604357223593] [0.097335370731740] [0.091815321230495] [0.264520290485659]
Column 5
[0.340724660328512]
mu =
Columns 1 through 3
[0.751007933371666] [-1.389168779975272] [1.955818569245401]
Columns 4 through 5
[-0.772119300340256] [0.016061143917168]
sigma2 =
Columns 1 through 4
[0.194846935330745] [0.342387591102296] [0.182269319606481] [0.191891525971322]
Column 5
[0.146661837164984]
likelihood error: 0.0001761
current f = [1.5e-06 1.2e-06 2.5e-06]
w =
0.496550131809022
0.374671612125994
0.782980940309992
pic =
Columns 1 through 4
[0.205604357223593] [0.097335370731740] [0.091815321230495] [0.264520290485659]
Column 5
[0.340724660328512]
mu =
Columns 1 through 3
[0.751007933371666] [-1.389168779975272] [1.955818569245401]
Columns 4 through 5
[-0.772119300340256] [0.016061143917168]
sigma2 =
Columns 1 through 4
[0.194846935330745] [0.342387591102296] [0.182269319606481] [0.191891525971322]
Column 5
[0.146661837164984]
Likelihood error: 0.062398
current f = [1.5e-06 1.2e-06 2.5e-06]
w =
0.496136772899927
0.375121549334325
0.783027540392322
pic =
Columns 1 through 4
[0.205924308526446] [0.096794081419960] [0.091381794791960] [0.264587903819493]
Column 5
[0.341311911442142]
mu =
Columns 1 through 3
[0.750989858334232] [-1.389043651162206] [1.958244982294572]
Columns 4 through 5
[-0.772977155138449] [0.015754398888488]
sigma2 =
Columns 1 through 4
[0.196906831216248] [0.343627007869450] [0.181389095034884] [0.193361386801091]
Column 5
[0.148196374986125]
likelihood error: 0.051896
current f = [1.5e-06 1.2e-06 2.5e-06]
w =
0.496132467090526
0.375126234362513
0.783028024154595
pic =
Columns 1 through 4
[0.205924308526446] [0.096794081419960] [0.091381794791960] [0.264587903819493]
Column 5
[0.341311911442142]
mu =
Columns 1 through 3
[0.750967218021264] [-1.389107127161464] [1.958219731448993]
Columns 4 through 5
[-0.772962694287007] [0.015781610137336]
sigma2 =
Columns 1 through 4
[0.196861709623865] [0.343720066838796] [0.181377341598153] [0.193392670027459]
Column 5
[0.148188510731995]
likelihood error: 0.00016423
current f = [1.5e-06 1.2e-06 2.5e-06]
w =
0.496132467090526
0.375126234362513
0.783028024154595
pic =
Columns 1 through 4
[0.205924308526446] [0.096794081419960] [0.091381794791960] [0.264587903819493]
Column 5
[0.341311911442142]
mu =
Columns 1 through 3
[0.750967218021264] [-1.389107127161464] [1.958219731448993]
Columns 4 through 5
[-0.772962694287007] [0.015781610137336]
sigma2 =
Columns 1 through 4
[0.196861709623865] [0.343720066838796] [0.181377341598153] [0.193392670027459]
Column 5
[0.148188510731995]
Likelihood error: 0.056723
current f = [1.5e-06 1.2e-06 2.5e-06]
w =
0.495738650546690
0.375554577054535
0.783072125167730
pic =
Columns 1 through 4
[0.206235296998659] [0.096270228741617] [0.090960994971196] [0.264645943112478]
Column 5
[0.341887536176051]
mu =
Columns 1 through 3
[0.750963896281329] [-1.389091970049830] [1.960577629265674]
Columns 4 through 5
[-0.773780977738058] [0.015488743662402]
sigma2 =
Columns 1 through 4
[0.198864510879338] [0.344837466865075] [0.180521943341346] [0.194778875078255]
Column 5
[0.149666253571002]
likelihood error: 0.047475
current f = [1.5e-06 1.2e-06 2.5e-06]
w =
0.495734540864804
0.375559045396726
0.783072583883166
pic =
Columns 1 through 4
[0.206235296998659] [0.096270228741617] [0.090960994971196] [0.264645943112478]
Column 5
[0.341887536176051]
mu =
Columns 1 through 3
[0.750942368480758] [-1.389152638572435] [1.960553483859721]
Columns 4 through 5
[-0.773767368075743] [0.015514702041728]
sigma2 =
Columns 1 through 4
[0.198821463016748] [0.344926478830268] [0.180510469044179] [0.194808828514419]
Column 5
[0.149658754382498]
likelihood error: 0.00015303
current f = [1.5e-06 1.2e-06 2.5e-06]
w =
0.495734540864804
0.375559045396726
0.783072583883166
pic =
Columns 1 through 4
[0.206235296998659] [0.096270228741617] [0.090960994971196] [0.264645943112478]
Column 5
[0.341887536176051]
mu =
Columns 1 through 3
[0.750942368480758] [-1.389152638572435] [1.960553483859721]
Columns 4 through 5
[-0.773767368075743] [0.015514702041728]
sigma2 =
Columns 1 through 4
[0.198821463016748] [0.344926478830268] [0.180510469044179] [0.194808828514419]
Column 5
[0.149658754382498]
Likelihood error: 0.051732
current f = [1.5e-06 1.2e-06 2.5e-06]
w =
0.495359573180580
0.375966594344274
0.783114306085447
pic =
Columns 1 through 4
[0.206537182153493] [0.095762527346800] [0.090552835007515] [0.264695463677630]
Column 5
[0.342451991814563]
mu =
Columns 1 through 3
[0.750950501929396] [-1.389238721469822] [1.962841876465274]
Columns 4 through 5
[-0.774549785169199] [0.015235109600675]
sigma2 =
Columns 1 through 4
[0.200770305572482] [0.345932404402663] [0.179680960248440] [0.196117489037549]
Column 5
[0.151083281286866]
likelihood error: 0.04355
current f = [1.5e-06 1.2e-06 2.5e-06]
w =
0.495355653198678
0.375970853451062
0.783114740895117
pic =
Columns 1 through 4
[0.206537182153493] [0.095762527346800] [0.090552835007515] [0.264695463677630]
Column 5
[0.342451991814563]
mu =
Columns 1 through 3
[0.750930043422727] [-1.389296670292605] [1.962818806975519]
Columns 4 through 5
[-0.774536978976460] [0.015259854589451]
sigma2 =
Columns 1 through 4
[0.200729264807945] [0.346017466729473] [0.179669779432348] [0.196146145832650]
Column 5
[0.151076133399727]
likelihood error: 0.00014247
current f = [1.5e-06 1.2e-06 2.5e-06]
w =
0.495355653198678
0.375970853451062
0.783114740895117
pic =
Columns 1 through 4
[0.206537182153493] [0.095762527346800] [0.090552835007515] [0.264695463677630]
Column 5
[0.342451991814563]
mu =
Columns 1 through 3
[0.750930043422727] [-1.389296670292605] [1.962818806975519]
Columns 4 through 5
[-0.774536978976460] [0.015259854589451]
sigma2 =
Columns 1 through 4
[0.200729264807945] [0.346017466729473] [0.179669779432348] [0.196146145832650]
Column 5
[0.151076133399727]
Likelihood error: 0.047322
current f = [1.5e-06 1.2e-06 2.5e-06]
w =
0.494998870789951
0.376358372499663
0.783154197177456
pic =
Columns 1 through 4
[0.206829883194268] [0.095269810371839] [0.090157183634018] [0.264737405296941]
Column 5
[0.343005717502936]
mu =
Columns 1 through 3
[0.750946751986604] [-1.389476079873692] [1.965037203613770]
Columns 4 through 5
[-0.775286853003444] [0.014992956114359]
sigma2 =
Columns 1 through 4
[0.202626956267992] [0.346921399371185] [0.178866881398056] [0.197382786679964]
Column 5
[0.152450708554309]
likelihood error: 0.04005
current f = [1.5e-06 1.2e-06 2.5e-06]
w =
0.494995134355701
0.376362429480314
0.783154609153108
pic =
Columns 1 through 4
[0.206829883194268] [0.095269810371839] [0.090157183634018] [0.264737405296941]
Column 5
[0.343005717502936]
mu =
Columns 1 through 3
[0.750927321664423] [-1.389531393238670] [1.965015180938045]
Columns 4 through 5
[-0.775274806054990] [0.015016526066818]
sigma2 =
Columns 1 through 4
[0.202587858218473] [0.347002609993521] [0.178856006887021] [0.197410179333681]
Column 5
[0.152443898942173]
likelihood error: 0.00013253
current f = [1.5e-06 1.2e-06 2.5e-06]
w =
0.494995134355701
0.376362429480314
0.783154609153108
pic =
Columns 1 through 4
[0.206829883194268] [0.095269810371839] [0.090157183634018] [0.264737405296941]
Column 5
[0.343005717502936]
mu =
Columns 1 through 3
[0.750927321664423] [-1.389531393238670] [1.965015180938045]
Columns 4 through 5
[-0.775274806054990] [0.015016526066818]
sigma2 =
Columns 1 through 4
[0.202587858218473] [0.347002609993521] [0.178856006887021] [0.197410179333681]
Column 5
[0.152443898942173]
Likelihood error: 0.043407
current f = [1.5e-06 1.2e-06 2.4e-06]
w =
0.494655900963695
0.376730648748821
0.783191905674266
pic =
Columns 1 through 4
[0.207113370693773] [0.094791016811289] [0.089773872512894] [0.264772606070995]
Column 5
[0.343549133911048]
mu =
Columns 1 through 3
[0.750950096489419] [-1.389796942561378] [1.967163512827852]
Columns 4 through 5
[-0.775995123027156] [0.014761764270142]
sigma2 =
Columns 1 through 4
[0.204436923500882] [0.347813095283672] [0.178080155264420] [0.198579809660629]
Column 5
[0.153771506763246]
likelihood error: 0.036919
current f = [1.5e-06 1.2e-06 2.4e-06]
w =
0.494652342170597
0.376734510406700
0.783192295824807
pic =
Columns 1 through 4
[0.207113370693773] [0.094791016811289] [0.089773872512894] [0.264772606070995]
Column 5
[0.343549133911048]
mu =
Columns 1 through 3
[0.750931655152096] [-1.389849701487656] [1.967142508314935]
Columns 4 through 5
[-0.775983794233078] [0.014784196471913]
sigma2 =
Columns 1 through 4
[0.204399705856037] [0.347890552378274] [0.178069598353442] [0.198605970116935]
Column 5
[0.153765023074807]
likelihood error: 0.00012318
current f = [1.5e-06 1.2e-06 2.4e-06]
w =
0.494652342170597
0.376734510406700
0.783192295824807
pic =
Columns 1 through 4
[0.207113370693773] [0.094791016811289] [0.089773872512894] [0.264772606070995]
Column 5
[0.343549133911048]
mu =
Columns 1 through 3
[0.750931655152096] [-1.389849701487656] [1.967142508314935]
Columns 4 through 5
[-0.775983794233078] [0.014784196471913]
sigma2 =
Columns 1 through 4
[0.204399705856037] [0.347890552378274] [0.178069598353442] [0.198605970116935]
Column 5
[0.153765023074807]
Likelihood error: 0.039918
current f = [1.5e-06 1.2e-06 2.4e-06]
w =
0.494330046143400
0.377084129581488
0.783227532625106
pic =
Columns 1 through 4
[0.207387659349742] [0.094325180384158] [0.089402702579219] [0.264801814424191]
Column 5
[0.344082643262689]
mu =
Columns 1 through 3
[0.750958317710535] [-1.390194850559256] [1.969221062864815]
Columns 4 through 5
[-0.776677241429964] [0.014541035326739]
sigma2 =
Columns 1 through 4
[0.206202425696346] [0.348615307568636] [0.177320990368470] [0.199713143908550]
Column 5
[0.155048398405039]
likelihood error: 0.034107
current f = [1.5e-06 1.2e-06 2.4e-06]
w =
0.494326659301222
0.377087802449335
0.783227901902778
pic =
Columns 1 through 4
[0.207387659349742] [0.094325180384158] [0.089402702579219] [0.264801814424191]
Column 5
[0.344082643262689]
mu =
Columns 1 through 3
[0.750940827872954] [-1.390245133190966] [1.969201048302293]
Columns 4 through 5
[-0.776666592507033] [0.014562366076742]
sigma2 =
Columns 1 through 4
[0.206167028018470] [0.348689109387892] [0.177310760821778] [0.199738103660984]
Column 5
[0.155042228899061]
likelihood error: 0.00011438
current f = [1.5e-06 1.2e-06 2.4e-06]
w =
0.494326659301222
0.377087802449335
0.783227901902778
pic =
Columns 1 through 4
[0.207387659349742] [0.094325180384158] [0.089402702579219] [0.264801814424191]
Column 5
[0.344082643262689]
mu =
Columns 1 through 3
[0.750940827872954] [-1.390245133190966] [1.969201048302293]
Columns 4 through 5
[-0.776666592507033] [0.014562366076742]
sigma2 =
Columns 1 through 4
[0.206167028018470] [0.348689109387892] [0.177310760821778] [0.199738103660984]
Column 5
[0.155042228899061]
Likelihood error: 0.036796
current f = [1.5e-06 1.2e-06 2.4e-06]
w =
0.494020710936830
0.377419493976822
0.783261173479073
pic =
Columns 1 through 4
[0.207652801654278] [0.093871419706990] [0.089043449485077] [0.264825699534601]
Column 5
[0.344606629619053]
mu =
Columns 1 through 3
[0.750969493988064] [-1.390663920016253] [1.971210412766649]
Columns 4 through 5
[-0.777335592028816] [0.014330289453589]
sigma2 =
Columns 1 through 4
[0.207925471562693] [0.349335116585813] [0.176589395151746] [0.200786971765455]
Column 5
[0.156283883139785]
likelihood error: 0.031575
current f = [1.5e-06 1.2e-06 2.4e-06]
w =
0.494017490543420
0.377422984350198
0.783261522785162
pic =
Columns 1 through 4
[0.207652801654278] [0.093871419706990] [0.089043449485077] [0.264825699534601]
Column 5
[0.344606629619053]
mu =
Columns 1 through 3
[0.750952919696553] [-1.390711801975463] [1.971191360344345]
Columns 4 through 5
[-0.777325587204065] [0.014350554156608]
sigma2 =
Columns 1 through 4
[0.207891835083217] [0.349405361386882] [0.176579501211399] [0.200810761961938]
Column 5
[0.156278016621543]
likelihood error: 0.00010612
current f = [1.5e-06 1.2e-06 2.4e-06]
w =
0.494017490543420
0.377422984350198
0.783261522785162
pic =
Columns 1 through 4
[0.207652801654278] [0.093871419706990] [0.089043449485077] [0.264825699534601]
Column 5
[0.344606629619053]
mu =
Columns 1 through 3
[0.750952919696553] [-1.390711801975463] [1.971191360344345]
Columns 4 through 5
[-0.777325587204065] [0.014350554156608]
sigma2 =
Columns 1 through 4
[0.207891835083217] [0.349405361386882] [0.176579501211399] [0.200810761961938]
Column 5
[0.156278016621543]
Likelihood error: 0.033993
current f = [1.5e-06 1.2e-06 2.4e-06]
w =
0.493727319613569
0.377737396402136
0.783292918617514
pic =
Columns 1 through 4
[0.207908882345351] [0.093428929609435] [0.088695868294254] [0.264844860415518]
Column 5
[0.345121459335442]
mu =
Columns 1 through 3
[0.750981967697416] [-1.391198782422905] [1.973132373331968]
Columns 4 through 5
[-0.777972325260929] [0.014129064613276]
sigma2 =
Columns 1 through 4
[0.209607887560860] [0.349978948556705] [0.175885211790395] [0.201805117002230]
Column 5
[0.157480260472699]
likelihood error: 0.029287
current f = [1.5e-06 1.2e-06 2.4e-06]
w =
0.493724260329061
0.377740710369995
0.783293248807540
pic =
Columns 1 through 4
[0.207908882345351] [0.093428929609435] [0.088695868294254] [0.264844860415518]
Column 5
[0.345121459335442]
mu =
Columns 1 through 3
[0.750966274363758] [-1.391244337146507] [1.973114255593623]
Columns 4 through 5
[-0.777962931007609] [0.014148297872852]
sigma2 =
Columns 1 through 4
[0.209575954987171] [0.350045734582530] [0.175875660195645] [0.201827768541377]
Column 5
[0.157474686234131]
likelihood error: 9.8363e-05
current f = [1.5e-06 1.2e-06 2.4e-06]
w =
0.493724260329061
0.377740710369995
0.783293248807540
pic =
Columns 1 through 4
[0.207908882345351] [0.093428929609435] [0.088695868294254] [0.264844860415518]
Column 5
[0.345121459335442]
mu =
Columns 1 through 3
[0.750966274363758] [-1.391244337146507] [1.973114255593623]
Columns 4 through 5
[-0.777962931007609] [0.014148297872852]
sigma2 =
Columns 1 through 4
[0.209575954987171] [0.350045734582530] [0.175875660195645] [0.201827768541377]
Column 5
[0.157474686234131]
Likelihood error: 0.031469
current f = [1.5e-06 1.2e-06 2.4e-06]
w =
0.493449313855311
0.378038469507877
0.783322853833333
pic =
Columns 1 through 4
[0.208156013532167] [0.092996973448770] [0.088359697546264] [0.264859833840558]
Column 5
[0.345627481632241]
mu =
Columns 1 through 3
[0.750994316749685] [-1.391794532281034] [1.974987965166437]
Columns 4 through 5
[-0.778589383557516] [0.013936915588682]
sigma2 =
Columns 1 through 4
[0.211251341270427] [0.350552646211318] [0.175208144969297] [0.202771083826366]
Column 5
[0.158639649583056]
likelihood error: 0.027215
current f = [1.5e-06 1.2e-06 2.4e-06]
w =
0.493446410479307
0.378041612979633
0.783323165721677
pic =
Columns 1 through 4
[0.208156013532167] [0.092996973448770] [0.088359697546264] [0.264859833840558]
Column 5
[0.345627481632241]
mu =
Columns 1 through 3
[0.750979471004649] [-1.391837831328171] [1.974970754958539]
Columns 4 through 5
[-0.778580568362231] [0.013955151293535]
sigma2 =
Columns 1 through 4
[0.211221056611682] [0.350616071692500] [0.175198940986669] [0.202792627440213]
Column 5
[0.158634357348002]
likelihood error: 9.1087e-05
current f = [1.5e-06 1.2e-06 2.4e-06]
w =
0.493446410479307
0.378041612979633
0.783323165721677
pic =
Columns 1 through 4
[0.208156013532167] [0.092996973448770] [0.088359697546264] [0.264859833840558]
Column 5
[0.345627481632241]
mu =
Columns 1 through 3
[0.750979471004649] [-1.391837831328171] [1.974970754958539]
Columns 4 through 5
[-0.778580568362231] [0.013955151293535]
sigma2 =
Columns 1 through 4
[0.211221056611682] [0.350616071692500] [0.175198940986669] [0.202792627440213]
Column 5
[0.158634357348002]
Likelihood error: 0.029189
current f = [1.5e-06 1.2e-06 2.4e-06]
w =
0.493186150798038
0.378323326482162
0.783351060756574
pic =
Columns 1 through 4
[0.208394330404910] [0.092574876298331] [0.088034662784586] [0.264871101274756]
Column 5
[0.346125029237417]
mu =
Columns 1 through 3
[0.751005329123693] [-1.392446681103937] [1.976778382309841]
Columns 4 through 5
[-0.779188523610768] [0.013753413136449]
sigma2 =
Columns 1 through 4
[0.212857361321275] [0.351061530643332] [0.174557786435398] [0.203688090798163]
Column 5
[0.159764006746840]
likelihood error: 0.025334
current f = [1.5e-06 1.2e-06 2.4e-06]
w =
0.493183398250073
0.378326305211004
0.783351355120554
pic =
Columns 1 through 4
[0.208394330404910] [0.092574876298331] [0.088034662784586] [0.264871101274756]
Column 5
[0.346125029237417]
mu =
Columns 1 through 3
[0.750991298690844] [-1.392487794426181] [1.976762052733685]
Columns 4 through 5
[-0.779180257769808] [0.013770684536295]
sigma2 =
Columns 1 through 4
[0.212828669738107] [0.351121693800059] [0.174548933899065] [0.203708557118504]
Column 5
[0.159758986622071]
likelihood error: 8.4266e-05
current f = [1.5e-06 1.2e-06 2.4e-06]
w =
0.493183398250073
0.378326305211004
0.783351355120554
pic =
Columns 1 through 4
[0.208394330404910] [0.092574876298331] [0.088034662784586] [0.264871101274756]
Column 5
[0.346125029237417]
mu =
Columns 1 through 3
[0.750991298690844] [-1.392487794426181] [1.976762052733685]
Columns 4 through 5
[-0.779180257769808] [0.013770684536295]
sigma2 =
Columns 1 through 4
[0.212828669738107] [0.351121693800059] [0.174548933899065] [0.203708557118504]
Column 5
[0.159758986622071]
Likelihood error: 0.027124
current f = [1.5e-06 1.2e-06 2.4e-06]
w =
0.492937301378038
0.378592563055329
0.783377617228082
pic =
Columns 1 through 4
[0.208623987454240] [0.092162018901207] [0.087720479625594] [0.264879094949375]
Column 5
[0.346614419069583]
mu =
Columns 1 through 3
[0.751013980033237] [-1.393151116826141] [1.978504960628466]
Columns 4 through 5
[-0.779771335964955] [0.013578143249450]
sigma2 =
Columns 1 through 4
[0.214427354440139] [0.351510455618031] [0.173933635993148] [0.204559100416198]
Column 5
[0.160855140713492]
likelihood error: 0.023623
current f = [1.5e-06 1.2e-06 2.4e-06]
w =
0.492934694681367
0.378595382657737
0.783377894811494
pic =
Columns 1 through 4
[0.208623987454240] [0.092162018901207] [0.087720479625594] [0.264879094949375]
Column 5
[0.346614419069583]
mu =
Columns 1 through 3
[0.751000733622615] [-1.393190112996736] [1.978489484999271]
Columns 4 through 5
[-0.779763591407358] [0.013594483018018]
sigma2 =
Columns 1 through 4
[0.214400202120375] [0.351567454648958] [0.173925137354885] [0.204578520023387]
Column 5
[0.160850383145782]
likelihood error: 7.7877e-05
current f = [1.5e-06 1.2e-06 2.4e-06]
w =
0.492934694681367
0.378595382657737
0.783377894811494
pic =
Columns 1 through 4
[0.208623987454240] [0.092162018901207] [0.087720479625594] [0.264879094949375]
Column 5
[0.346614419069583]
mu =
Columns 1 through 3
[0.751000733622615] [-1.393190112996736] [1.978489484999271]
Columns 4 through 5
[-0.779763591407358] [0.013594483018018]
sigma2 =
Columns 1 through 4
[0.214400202120375] [0.351567454648958] [0.173925137354885] [0.204578520023387]
Column 5
[0.160850383145782]
Likelihood error: 0.02525
current f = [1.5e-06 1.1e-06 2.3e-06]
w =
0.492702248976042
0.378846759163647
0.783402597624580
pic =
Columns 1 through 4
[0.208845155137788] [0.091757832294747] [0.087416856430597] [0.264884203197477]
Column 5
[0.347095952939391]
mu =
Columns 1 through 3
[0.751019411403856] [-1.393904067860138] [1.980169150309452]
Columns 4 through 5
[-0.780339262295162] [0.013410706512352]
sigma2 =
Columns 1 through 4
[0.215962620065298] [0.351903855376816] [0.173335119482907] [0.205386845005273]
Column 5
[0.161914726332938]
likelihood error: 0.022062
current f = [1.5e-06 1.1e-06 2.3e-06]
w =
0.492699783244654
0.378849425135257
0.783402859140749
pic =
Columns 1 through 4
[0.208845155137788] [0.091757832294747] [0.087416856430597] [0.264884203197477]
Column 5
[0.347095952939391]
mu =
Columns 1 through 3
[0.751006918624352] [-1.393941014261585] [1.980154502124775]
Columns 4 through 5
[-0.780332012429864] [0.013426146796813]
sigma2 =
Columns 1 through 4
[0.215936954125866] [0.351957788427533] [0.173326975870665] [0.205405248459572]
Column 5
[0.161910222072100]
likelihood error: 7.1896e-05
current f = [1.5e-06 1.1e-06 2.3e-06]
w =
0.492699783244654
0.378849425135257
0.783402859140749
pic =
Columns 1 through 4
[0.208845155137788] [0.091757832294747] [0.087416856430597] [0.264884203197477]
Column 5
[0.347095952939391]
mu =
Columns 1 through 3
[0.751006918624352] [-1.393941014261585] [1.980154502124775]
Columns 4 through 5
[-0.780332012429864] [0.013426146796813]
sigma2 =
Columns 1 through 4
[0.215936954125866] [0.351957788427533] [0.173326975870665] [0.205405248459572]
Column 5
[0.161910222072100]
Likelihood error: 0.023545
current f = [1.4e-06 1.1e-06 2.3e-06]
w =
0.492480488341914
0.379086480293756
0.783426073139383
pic =
Columns 1 through 4
[0.209058016940472] [0.091361793023870] [0.087123496632391] [0.264886775149849]
Column 5
[0.347569918253417]
mu =
Columns 1 through 3
[0.751020913389886] [-1.394702071164633] [1.981772491909187]
Columns 4 through 5
[-0.780893610681611] [0.013250717535869]
sigma2 =
Columns 1 through 4
[0.217464362905252] [0.352245786818689] [0.172761604187053] [0.206173849436589]
Column 5
[0.162944316677739]
likelihood error: 0.020637
current f = [1.4e-06 1.1e-06 2.3e-06]
w =
0.492478158770568
0.379088998021814
0.783426319273763
pic =
Columns 1 through 4
[0.209058016940472] [0.091361793023870] [0.087123496632391] [0.264886775149849]
Column 5
[0.347569918253417]
mu =
Columns 1 through 3
[0.751009144678653] [-1.394737034136005] [1.981758644827646]
Columns 4 through 5
[-0.780886830265986] [0.013265289992884]
sigma2 =
Columns 1 through 4
[0.217440131319094] [0.352296751926536] [0.172753815471008] [0.206191267292991]
Column 5
[0.162940056745327]
likelihood error: 6.6301e-05
current f = [1.4e-06 1.1e-06 2.3e-06]
w =
0.492478158770568
0.379088998021814
0.783426319273763
pic =
Columns 1 through 4
[0.209058016940472] [0.091361793023870] [0.087123496632391] [0.264886775149849]
Column 5
[0.347569918253417]
mu =
Columns 1 through 3
[0.751009144678653] [-1.394737034136005] [1.981758644827646]
Columns 4 through 5
[-0.780886830265986] [0.013265289992884]
sigma2 =
Columns 1 through 4
[0.217440131319094] [0.352296751926536] [0.172753815471008] [0.206191267292991]
Column 5
[0.162940056745327]
Likelihood error: 0.021991
current f = [1.4e-06 1.1e-06 2.3e-06]
w =
0.492271524774842
0.379312278537068
0.783448112023376
pic =
Columns 1 through 4
[0.209262766783183] [0.090973418871891] [0.086840100759217] [0.264887124876309]
Column 5
[0.348036588709399]
mu =
Columns 1 through 3
[0.751017907706562] [-1.395541943791562] [1.983316595498746]
Columns 4 through 5
[-0.781435569141217] [0.013097804456871]
sigma2 =
Columns 1 through 4
[0.218933703754408] [0.352539966804833] [0.172212412032387] [0.206922451125079]
Column 5
[0.163945353863903]
likelihood error: 0.019333
current f = [1.4e-06 1.1e-06 2.3e-06]
w =
0.492269326631842
0.379314653309811
0.783448343435748
pic =
Columns 1 through 4
[0.209262766783183] [0.090973418871891] [0.086840100759217] [0.264887124876309]
Column 5
[0.348036588709399]
mu =
Columns 1 through 3
[0.751006834273563] [-1.395574988738272] [1.983303523329147]
Columns 4 through 5
[-0.781429234168374] [0.013111540276104]
sigma2 =
Columns 1 through 4
[0.218910855300339] [0.352588061819803] [0.172204976897210] [0.206938913933099]
Column 5
[0.163941329527166]
likelihood error: 6.1071e-05
current f = [1.4e-06 1.1e-06 2.3e-06]
w =
0.492269326631842
0.379314653309811
0.783448343435748
pic =
Columns 1 through 4
[0.209262766783183] [0.090973418871891] [0.086840100759217] [0.264887124876309]
Column 5
[0.348036588709399]
mu =
Columns 1 through 3
[0.751006834273563] [-1.395574988738272] [1.983303523329147]
Columns 4 through 5
[-0.781429234168374] [0.013111540276104]
sigma2 =
Columns 1 through 4
[0.218910855300339] [0.352588061819803] [0.172204976897210] [0.206938913933099]
Column 5
[0.163941329527166]
Likelihood error: 0.020571
current f = [1.4e-06 1.1e-06 2.3e-06]
w =
0.492074873529794
0.379524693387545
0.783468779791002
pic =
Columns 1 through 4
[0.209459606740694] [0.090592265046885] [0.086566368192272] [0.264885535044996]
Column 5
[0.348496224975153]
mu =
Columns 1 through 3
[0.751009932586568] [-1.396420757462768] [1.984803122521317]
Columns 4 through 5
[-0.781966217639627] [0.012951608493009]
sigma2 =
Columns 1 through 4
[0.220371688827501] [0.352789805221496] [0.171686830896685] [0.207634817679210]
Column 5
[0.164919178740563]
likelihood error: 0.018138
current f = [1.4e-06 1.1e-06 2.3e-06]
w =
0.492072802152187
0.379526930400847
0.783468997117322
pic =
Columns 1 through 4
[0.209459606740694] [0.090592265046885] [0.086566368192272] [0.264885535044996]
Column 5
[0.348496224975153]
mu =
Columns 1 through 3
[0.750999526372246] [-1.396451948932417] [1.984790799221692]
Columns 4 through 5
[-0.781960305241993] [0.012964538409393]
sigma2 =
Columns 1 through 4
[0.220350173060427] [0.352835127704933] [0.171679746918740] [0.207650355969489]
Column 5
[0.164915381491146]
likelihood error: 5.6186e-05
current f = [1.4e-06 1.1e-06 2.3e-06]
w =
0.492072802152187
0.379526930400847
0.783468997117322
pic =
Columns 1 through 4
[0.209459606740694] [0.090592265046885] [0.086566368192272] [0.264885535044996]
Column 5
[0.348496224975153]
mu =
Columns 1 through 3
[0.750999526372246] [-1.396451948932417] [1.984790799221692]
Columns 4 through 5
[-0.781960305241993] [0.012964538409393]
sigma2 =
Columns 1 through 4
[0.220350173060427] [0.352835127704933] [0.171679746918740] [0.207650355969489]
Column 5
[0.164915381491146]
Likelihood error: 0.019272
current f = [1.4e-06 1.1e-06 2.3e-06]
w =
0.491890059419204
0.379724252317818
0.783488139395856
pic =
Columns 1 through 4
[0.209648745034823] [0.090217920769632] [0.086301998687597] [0.264882260161913]
Column 5
[0.348949075346035]
mu =
Columns 1 through 3
[0.750996629197827] [-1.397335815795669] [1.986233770033867]
Columns 4 through 5
[-0.782486538774770] [0.012811783541969]
sigma2 =
Columns 1 through 4
[0.221779297832443] [0.352998434344004] [0.171184124278396] [0.208312962520879]
Column 5
[0.165867039591602]
likelihood error: 0.017041
current f = [1.4e-06 1.1e-06 2.3e-06]
w =
0.491888110210067
0.379726356679493
0.783488343249799
pic =
Columns 1 through 4
[0.209648745034823] [0.090217920769632] [0.086301998687597] [0.264882260161913]
Column 5
[0.348949075346035]
mu =
Columns 1 through 3
[0.750986862841909] [-1.397365217524061] [1.986222169719517]
Columns 4 through 5
[-0.782481027141661] [0.012823937838227]
sigma2 =
Columns 1 through 4
[0.221759065071080] [0.353041081448080] [0.171177388006567] [0.208327606780612]
Column 5
[0.165863461128464]
likelihood error: 5.1627e-05
current f = [1.4e-06 1.1e-06 2.3e-06]
w =
0.491888110210067
0.379726356679493
0.783488343249799
pic =
Columns 1 through 4
[0.209648745034823] [0.090217920769632] [0.086301998687597] [0.264882260161913]
Column 5
[0.348949075346035]
mu =
Columns 1 through 3
[0.750986862841909] [-1.397365217524061] [1.986222169719517]
Columns 4 through 5
[-0.782481027141661] [0.012823937838227]
sigma2 =
Columns 1 through 4
[0.221759065071080] [0.353041081448080] [0.171177388006567] [0.208327606780612]
Column 5
[0.165863461128464]
Likelihood error: 0.018082
current f = [1.4e-06 1.1e-06 2.2e-06]
w =
0.491716616578832
0.379911471168397
0.783506251380245
pic =
Columns 1 through 4
[0.209830394273147] [0.089850006216132] [0.086046693688911] [0.264877529444123]
Column 5
[0.349395376377685]
mu =
Columns 1 through 3
[0.750977729381145] [-1.398284633853744] [1.987610257051734]
Columns 4 through 5
[-0.782997427295919] [0.012677995816819]
sigma2 =
Columns 1 through 4
[0.223157450966521] [0.353168734967556] [0.170703539549021] [0.208958758745222]
Column 5
[0.166790099970180]
likelihood error: 0.016033
current f = [1.4e-06 1.1e-06 2.2e-06]
w =
0.491714785006319
0.379913447900515
0.783506442354480
pic =
Columns 1 through 4
[0.209830394273147] [0.089850006216132] [0.086046693688911] [0.264877529444123]
Column 5
[0.349395376377685]
mu =
Columns 1 through 3
[0.750968576200665] [-1.398312308785330] [1.987599354011096]
Columns 4 through 5
[-0.782992295603014] [0.012689404317852]
sigma2 =
Columns 1 through 4
[0.223138452295704] [0.353208803299244] [0.170697146587898] [0.208972539384465]
Column 5
[0.166786732186187]
likelihood error: 4.7375e-05
current f = [1.4e-06 1.1e-06 2.2e-06]
w =
0.491714785006319
0.379913447900515
0.783506442354480
pic =
Columns 1 through 4
[0.209830394273147] [0.089850006216132] [0.086046693688911] [0.264877529444123]
Column 5
[0.349395376377685]
mu =
Columns 1 through 3
[0.750968576200665] [-1.398312308785330] [1.987599354011096]
Columns 4 through 5
[-0.782992295603014] [0.012689404317852]
sigma2 =
Columns 1 through 4
[0.223138452295704] [0.353208803299244] [0.170697146587898] [0.208972539384465]
Column 5
[0.166786732186187]
Likelihood error: 0.016989
current f = [1.4e-06 1.1e-06 2.2e-06]
w =
0.491554088367902
0.380086854383169
0.783523174002683
pic =
Columns 1 through 4
[0.210004769907138] [0.089488169773660] [0.085800157454511] [0.264871549372548]
Column 5
[0.349835353492143]
mu =
Columns 1 through 3
[0.750953044583964] [-1.399264919744371] [1.988934312752414]
Columns 4 through 5
[-0.783499698599609] [0.012549923510146]
sigma2 =
Columns 1 through 4
[0.224507014992161] [0.353303359705431] [0.170244314975401] [0.209573951450219]
Column 5
[0.167689445769000]
likelihood error: 0.015104
current f = [1.4e-06 1.1e-06 2.2e-06]
w =
0.491552369965726
0.380088708422752
0.783523352669943
pic =
Columns 1 through 4
[0.210004769907138] [0.089488169773660] [0.085800157454511] [0.264871549372548]
Column 5
[0.349835353492143]
mu =
Columns 1 through 3
[0.750944478558747] [-1.399290930031374] [1.988924081469457]
Columns 4 through 5
[-0.783494926948478] [0.012560615570893]
sigma2 =
Columns 1 through 4
[0.224489202276878] [0.353340945178980] [0.170238260069652] [0.209586898761085]
Column 5
[0.167686280740676]
likelihood error: 4.3414e-05
current f = [1.4e-06 1.1e-06 2.2e-06]
w =
0.491552369965726
0.380088708422752
0.783523352669943
pic =
Columns 1 through 4
[0.210004769907138] [0.089488169773660] [0.085800157454511] [0.264871549372548]
Column 5
[0.349835353492143]
mu =
Columns 1 through 3
[0.750944478558747] [-1.399290930031374] [1.988924081469457]
Columns 4 through 5
[-0.783494926948478] [0.012560615570893]
sigma2 =
Columns 1 through 4
[0.224489202276878] [0.353340945178980] [0.170238260069652] [0.209586898761085]
Column 5
[0.167686280740676]
Likelihood error: 0.015985
current f = [1.4e-06 1.1e-06 2.2e-06]
w =
0.491402027375623
0.380250895122066
0.783538963346956
pic =
Columns 1 through 4
[0.210172088886576] [0.089132085574529] [0.085562098018528] [0.264864505963981]
Column 5
[0.350269221556386]
mu =
Columns 1 through 3
[0.750922455880806] [-1.400274558025624] [1.990207666325693]
Columns 4 through 5
[-0.783994096324470] [0.012427256480830]
sigma2 =
Columns 1 through 4
[0.225828808524477] [0.353404753800402] [0.169805685672642] [0.210160168732554]
Column 5
[0.168566091614201]
likelihood error: 0.014249
current f = [1.4e-06 1.1e-06 2.2e-06]
w =
0.491400417744678
0.380252631320482
0.783539130260914
pic =
Columns 1 through 4
[0.210172088886576] [0.089132085574529] [0.085562098018528] [0.264864505963981]
Column 5
[0.350269221556386]
mu =
Columns 1 through 3
[0.750914451644795] [-1.400298965009906] [1.990198081507505]
Columns 4 through 5
[-0.783989665690499] [0.012437260969130]
sigma2 =
Columns 1 through 4
[0.225812134432964] [0.353439951482382] [0.169799962791479] [0.210172312843214]
Column 5
[0.168563121594140]
likelihood error: 3.9725e-05
current f = [1.4e-06 1.1e-06 2.2e-06]
w =
0.491400417744678
0.380252631320482
0.783539130260914
pic =
Columns 1 through 4
[0.210172088886576] [0.089132085574529] [0.085562098018528] [0.264864505963981]
Column 5
[0.350269221556386]
mu =
Columns 1 through 3
[0.750914451644795] [-1.400298965009906] [1.990198081507505]
Columns 4 through 5
[-0.783989665690499] [0.012437260969130]
sigma2 =
Columns 1 through 4
[0.225812134432964] [0.353439951482382] [0.169799962791479] [0.210172312843214]
Column 5
[0.168563121594140]
Likelihood error: 0.015061
current f = [1.3e-06 1.1e-06 2.2e-06]
w =
0.491259995508706
0.380404075278879
0.783553673415914
pic =
Columns 1 through 4
[0.210332568489661] [0.088781451276188] [0.085332228004529] [0.264856566796545]
Column 5
[0.350697185433076]
mu =
Columns 1 through 3
[0.750885904982720] [-1.401311594716144] [1.991432038283166]
Columns 4 through 5
[-0.784481299150759] [0.012309695958298]
sigma2 =
Columns 1 through 4
[0.227123606642862] [0.353475173748539] [0.169386888626398] [0.210718931518122]
Column 5
[0.169420986658409]
likelihood error: 0.013459
current f = [1.3e-06 1.1e-06 2.2e-06]
w =
0.491258490319545
0.380405698400242
0.783553829111909
pic =
Columns 1 through 4
[0.210332568489661] [0.088781451276188] [0.085332228004529] [0.264856566796545]
Column 5
[0.350697185433076]
mu =
Columns 1 through 3
[0.750878437819742] [-1.401334458897600] [1.991423074891390]
Columns 4 through 5
[-0.784477191338042] [0.012319041234202]
sigma2 =
Columns 1 through 4
[0.227108024676273] [0.353508077699292] [0.169381491047168] [0.210730302343334]
Column 5
[0.169418204069900]
likelihood error: 3.6294e-05
current f = [1.3e-06 1.1e-06 2.2e-06]
w =
0.491258490319545
0.380405698400242
0.783553829111909
pic =
Columns 1 through 4
[0.210332568489661] [0.088781451276188] [0.085332228004529] [0.264856566796545]
Column 5
[0.350697185433076]
mu =
Columns 1 through 3
[0.750878437819742] [-1.401334458897600] [1.991423074891390]
Columns 4 through 5
[-0.784477191338042] [0.012319041234202]
sigma2 =
Columns 1 through 4
[0.227108024676273] [0.353508077699292] [0.169381491047168] [0.210730302343334]
Column 5
[0.169418204069900]
Likelihood error: 0.014209
current f = [1.3e-06 1.1e-06 2.1e-06]
w =
0.491127564137228
0.380546865429141
0.783567356212794
pic =
Columns 1 through 4
[0.210486425310396] [0.088435986060184] [0.085110265307470] [0.264847882818182]
Column 5
[0.351119440503767]
mu =
Columns 1 through 3
[0.750843386147974] [-1.402374223729747] [1.992609133061644]
Columns 4 through 5
[-0.784961926896561] [0.012196954260044]
sigma2 =
Columns 1 through 4
[0.228392144922044] [0.353516703994919] [0.168987166904769] [0.211251662371848]
Column 5
[0.170255019838186]
likelihood error: 0.01273
current f = [1.3e-06 1.1e-06 2.1e-06]
w =
0.491126159133164
0.380548380147983
0.783567501208447
pic =
Columns 1 through 4
[0.210486425310396] [0.088435986060184] [0.085110265307470] [0.264847882818182]
Column 5
[0.351119440503767]
mu =
Columns 1 through 3
[0.750836431990688] [-1.402395604724673] [1.992600766346575]
Columns 4 through 5
[-0.784958124498520] [0.012205668152832]
sigma2 =
Columns 1 through 4
[0.228377609448503] [0.353547407109981] [0.168982087294818] [0.211262289561588]
Column 5
[0.170252417271633]
likelihood error: 3.3105e-05
current f = [1.3e-06 1.1e-06 2.1e-06]
w =
0.491126159133164
0.380548380147983
0.783567501208447
pic =
Columns 1 through 4
[0.210486425310396] [0.088435986060184] [0.085110265307470] [0.264847882818182]
Column 5
[0.351119440503767]
mu =
Columns 1 through 3
[0.750836431990688] [-1.402395604724673] [1.992600766346575]
Columns 4 through 5
[-0.784958124498520] [0.012205668152832]
sigma2 =
Columns 1 through 4
[0.228377609448503] [0.353547407109981] [0.168982087294818] [0.211262289561588]
Column 5
[0.170252417271633]
Likelihood error: 0.013423
current f = [3.4e-13 -3.4e-13 -5.7e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.099852450836332] [0.129477845711647] [0.224620746865777] [0.244341995764966]
Column 5
[0.301706960821277]
mu =
Columns 1 through 3
[1.694004189942502] [-1.319870011647083] [1.087578100683732]
Columns 4 through 5
[-0.108734997202228] [-0.715860136895672]
sigma2 =
Columns 1 through 4
[0.167938980406834] [0.076148805057700] [0.070080758584907] [0.065258172168637]
Column 5
[0.045895902280442]
likelihood error: 58.0321
current f = [-1.1e-13 0 -1.4e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.099852450836332] [0.129477845711647] [0.224620746865777] [0.244341995764966]
Column 5
[0.301706960821277]
mu =
Columns 1 through 3
[1.694004189942503] [-1.319870011647084] [1.087578100683730]
Columns 4 through 5
[-0.108734997202226] [-0.715860136895672]
sigma2 =
Columns 1 through 4
[0.167938980406835] [0.076148805057700] [0.070080758584907] [0.065258172168638]
Column 5
[0.045895902280442]
likelihood error: 0
current f = [-1.1e-13 0 -1.4e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.099852450836332] [0.129477845711647] [0.224620746865777] [0.244341995764966]
Column 5
[0.301706960821277]
mu =
Columns 1 through 3
[1.694004189942503] [-1.319870011647084] [1.087578100683730]
Columns 4 through 5
[-0.108734997202226] [-0.715860136895672]
sigma2 =
Columns 1 through 4
[0.167938980406835] [0.076148805057700] [0.070080758584907] [0.065258172168638]
Column 5
[0.045895902280442]
current f = [9.1e-13 -1e-12 -1.1e-13]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.096363021243291] [0.127510749660278] [0.228918296929285] [0.245056599363699]
Column 5
[0.302151332803447]
mu =
Columns 1 through 3
[1.656317373172768] [-1.303745323845332] [1.109352586771999]
Columns 4 through 5
[-0.123985925430886] [-0.717961811465137]
sigma2 =
Columns 1 through 4
[0.204239809294596] [0.088518754810354] [0.081352577608532] [0.073794448208093]
Column 5
[0.056151662779033]
likelihood error: 16.017
current f = [4.5e-13 -4.5e-13 -9.2e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.096363021243291] [0.127510749660278] [0.228918296929285] [0.245056599363699]
Column 5
[0.302151332803447]
mu =
Columns 1 through 3
[1.656317373172768] [-1.303745323845332] [1.109352586772000]
Columns 4 through 5
[-0.123985925430886] [-0.717961811465137]
sigma2 =
Columns 1 through 4
[0.204239809294596] [0.088518754810354] [0.081352577608532] [0.073794448208093]
Column 5
[0.056151662779034]
likelihood error: 0
current f = [4.5e-13 -4.5e-13 -9.2e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.096363021243291] [0.127510749660278] [0.228918296929285] [0.245056599363699]
Column 5
[0.302151332803447]
mu =
Columns 1 through 3
[1.656317373172768] [-1.303745323845332] [1.109352586772000]
Columns 4 through 5
[-0.123985925430886] [-0.717961811465137]
sigma2 =
Columns 1 through 4
[0.204239809294596] [0.088518754810354] [0.081352577608532] [0.073794448208093]
Column 5
[0.056151662779034]
Likelihood error: 58.0321
current f = [-1.1e-13 2.3e-13 0]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.092656166119464] [0.125605497610072] [0.233108632603283] [0.245231644635261]
Column 5
[0.303398059031919]
mu =
Columns 1 through 3
[1.627269256342588] [-1.291903251455791] [1.127499888288304]
Columns 4 through 5
[-0.134738344594223] [-0.719495777990047]
sigma2 =
Columns 1 through 4
[0.235572168746151] [0.097687896813609] [0.088308490323935] [0.079944875190966]
Column 5
[0.064186785081942]
likelihood error: 7.4207
current f = [6.8e-13 -8e-13 -7.1e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.092656166119464] [0.125605497610072] [0.233108632603283] [0.245231644635261]
Column 5
[0.303398059031919]
mu =
Columns 1 through 3
[1.627269256342588] [-1.291903251455791] [1.127499888288304]
Columns 4 through 5
[-0.134738344594223] [-0.719495777990047]
sigma2 =
Columns 1 through 4
[0.235572168746151] [0.097687896813609] [0.088308490323935] [0.079944875190966]
Column 5
[0.064186785081942]
likelihood error: 0
current f = [6.8e-13 -8e-13 -7.1e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.092656166119464] [0.125605497610072] [0.233108632603283] [0.245231644635261]
Column 5
[0.303398059031919]
mu =
Columns 1 through 3
[1.627269256342588] [-1.291903251455791] [1.127499888288304]
Columns 4 through 5
[-0.134738344594223] [-0.719495777990047]
sigma2 =
Columns 1 through 4
[0.235572168746151] [0.097687896813609] [0.088308490323935] [0.079944875190966]
Column 5
[0.064186785081942]
Likelihood error: 16.017
current f = [2.3e-13 -1.1e-13 -2.8e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.089113251237157] [0.123947152458960] [0.236930326695304] [0.245287085729562]
Column 5
[0.304722183879017]
mu =
Columns 1 through 3
[1.603785498714245] [-1.282151787298224] [1.142376442380613]
Columns 4 through 5
[-0.143016880840942] [-0.720598361514672]
sigma2 =
Columns 1 through 4
[0.263251837414824] [0.104981267788524] [0.092766082298479] [0.084933761537507]
Column 5
[0.070886276268484]
likelihood error: 4.2145
current f = [2.3e-13 -1.1e-13 -2.8e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.089113251237157] [0.123947152458960] [0.236930326695304] [0.245287085729562]
Column 5
[0.304722183879017]
mu =
Columns 1 through 3
[1.603785498714245] [-1.282151787298224] [1.142376442380613]
Columns 4 through 5
[-0.143016880840942] [-0.720598361514672]
sigma2 =
Columns 1 through 4
[0.263251837414824] [0.104981267788524] [0.092766082298479] [0.084933761537507]
Column 5
[0.070886276268484]
likelihood error: 0
current f = [2.3e-13 -1.1e-13 -2.8e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.089113251237157] [0.123947152458960] [0.236930326695304] [0.245287085729562]
Column 5
[0.304722183879017]
mu =
Columns 1 through 3
[1.603785498714245] [-1.282151787298224] [1.142376442380613]
Columns 4 through 5
[-0.143016880840942] [-0.720598361514672]
sigma2 =
Columns 1 through 4
[0.263251837414824] [0.104981267788524] [0.092766082298479] [0.084933761537507]
Column 5
[0.070886276268484]
Likelihood error: 7.4207
current f = [9.1e-13 -1.1e-12 -1.1e-13]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.085830675988862] [0.122525456545389] [0.240386835409806] [0.245290495856445]
Column 5
[0.305966536199498]
mu =
Columns 1 through 3
[1.584550231631196] [-1.273649808394275] [1.154444089651792]
Columns 4 through 5
[-0.149836524365957] [-0.721345503526417]
sigma2 =
Columns 1 through 4
[0.288021483300398] [0.111023840048046] [0.095716583861152] [0.089229153575127]
Column 5
[0.076700545308083]
likelihood error: 2.6862
current f = [9.1e-13 -1.1e-12 -1.1e-13]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.085830675988862] [0.122525456545389] [0.240386835409806] [0.245290495856445]
Column 5
[0.305966536199498]
mu =
Columns 1 through 3
[1.584550231631196] [-1.273649808394275] [1.154444089651792]
Columns 4 through 5
[-0.149836524365957] [-0.721345503526417]
sigma2 =
Columns 1 through 4
[0.288021483300398] [0.111023840048046] [0.095716583861152] [0.089229153575127]
Column 5
[0.076700545308083]
likelihood error: 0
current f = [9.1e-13 -1.1e-12 -1.1e-13]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.085830675988862] [0.122525456545389] [0.240386835409806] [0.245290495856445]
Column 5
[0.305966536199498]
mu =
Columns 1 through 3
[1.584550231631196] [-1.273649808394275] [1.154444089651792]
Columns 4 through 5
[-0.149836524365957] [-0.721345503526417]
sigma2 =
Columns 1 through 4
[0.288021483300398] [0.111023840048046] [0.095716583861152] [0.089229153575127]
Column 5
[0.076700545308083]
Likelihood error: 4.2145
current f = [5.7e-13 -6.8e-13 -8.5e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.082828710522918] [0.121300526122515] [0.243510467874249] [0.245255785159006]
Column 5
[0.307104510321313]
mu =
Columns 1 through 3
[1.568780872025381] [-1.265981527824740] [1.164172507699285]
Columns 4 through 5
[-0.155735771359905] [-0.721801105514132]
sigma2 =
Columns 1 through 4
[0.310301125742897] [0.116177116474090] [0.097755994733343] [0.093059056677192]
Column 5
[0.081892194682141]
likelihood error: 1.8466
current f = [5.7e-13 -8e-13 -9.9e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.082828710522918] [0.121300526122515] [0.243510467874249] [0.245255785159006]
Column 5
[0.307104510321313]
mu =
Columns 1 through 3
[1.568780872025381] [-1.265981527824740] [1.164172507699285]
Columns 4 through 5
[-0.155735771359905] [-0.721801105514132]
sigma2 =
Columns 1 through 4
[0.310301125742897] [0.116177116474090] [0.097755994733343] [0.093059056677192]
Column 5
[0.081892194682141]
likelihood error: 2.2737e-13
current f = [5.7e-13 -8e-13 -9.9e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.082828710522918] [0.121300526122515] [0.243510467874249] [0.245255785159006]
Column 5
[0.307104510321313]
mu =
Columns 1 through 3
[1.568780872025381] [-1.265981527824740] [1.164172507699285]
Columns 4 through 5
[-0.155735771359905] [-0.721801105514132]
sigma2 =
Columns 1 through 4
[0.310301125742897] [0.116177116474090] [0.097755994733343] [0.093059056677192]
Column 5
[0.081892194682141]
Likelihood error: 2.6862
current f = [3.4e-13 -5.7e-13 -7.1e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.080098236235645] [0.120234198846471] [0.246333718881570] [0.245190900735054]
Column 5
[0.308142945301259]
mu =
Columns 1 through 3
[1.555929653777326] [-1.258906463715419] [1.171997680612359]
Columns 4 through 5
[-0.161020442068835] [-0.722018232960867]
sigma2 =
Columns 1 through 4
[0.330340450340729] [0.120671113881863] [0.099245374677854] [0.096551120106321]
Column 5
[0.086627837857325]
likelihood error: 1.3408
current f = [-9.1e-13 9.1e-13 8.5e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.080098236235645] [0.120234198846471] [0.246333718881570] [0.245190900735054]
Column 5
[0.308142945301259]
mu =
Columns 1 through 3
[1.555929653777326] [-1.258906463715419] [1.171997680612359]
Columns 4 through 5
[-0.161020442068835] [-0.722018232960867]
sigma2 =
Columns 1 through 4
[0.330340450340729] [0.120671113881863] [0.099245374677854] [0.096551120106321]
Column 5
[0.086627837857325]
likelihood error: 0
current f = [-9.1e-13 9.1e-13 8.5e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.080098236235645] [0.120234198846471] [0.246333718881570] [0.245190900735054]
Column 5
[0.308142945301259]
mu =
Columns 1 through 3
[1.555929653777326] [-1.258906463715419] [1.171997680612359]
Columns 4 through 5
[-0.161020442068835] [-0.722018232960867]
sigma2 =
Columns 1 through 4
[0.330340450340729] [0.120671113881863] [0.099245374677854] [0.096551120106321]
Column 5
[0.086627837857325]
Likelihood error: 1.8466
current f = [6.8e-13 -6.8e-13 -9.9e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.077617398824569] [0.119295277706537] [0.248886863653000] [0.245104017037400]
Column 5
[0.309096442778494]
mu =
Columns 1 through 3
[1.545579781520030] [-1.252270660441264] [1.178298686738899]
Columns 4 through 5
[-0.165874108753650] [-0.722039938830066]
sigma2 =
Columns 1 through 4
[0.348310674872014] [0.124661012021602] [0.100400095343560] [0.099784055761724]
Column 5
[0.091019429233876]
likelihood error: 1.0159
current f = [6.8e-13 -6.8e-13 -9.9e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.077617398824569] [0.119295277706537] [0.248886863653000] [0.245104017037400]
Column 5
[0.309096442778494]
mu =
Columns 1 through 3
[1.545579781520030] [-1.252270660441264] [1.178298686738899]
Columns 4 through 5
[-0.165874108753650] [-0.722039938830066]
sigma2 =
Columns 1 through 4
[0.348310674872014] [0.124661012021602] [0.100400095343560] [0.099784055761724]
Column 5
[0.091019429233876]
likelihood error: 0
current f = [6.8e-13 -6.8e-13 -9.9e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.077617398824569] [0.119295277706537] [0.248886863653000] [0.245104017037400]
Column 5
[0.309096442778494]
mu =
Columns 1 through 3
[1.545579781520030] [-1.252270660441264] [1.178298686738899]
Columns 4 through 5
[-0.165874108753650] [-0.722039938830066]
sigma2 =
Columns 1 through 4
[0.348310674872014] [0.124661012021602] [0.100400095343560] [0.099784055761724]
Column 5
[0.091019429233876]
Likelihood error: 1.3408
current f = [6.8e-13 -5.7e-13 -9.9e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.075359651516215] [0.118459230939857] [0.251198215896809] [0.245002985613801]
Column 5
[0.309979916033317]
mu =
Columns 1 through 3
[1.537397292014125] [-1.245968552964739] [1.183390765880604]
Columns 4 through 5
[-0.170412320551359] [-0.721900921022291]
sigma2 =
Columns 1 through 4
[0.364353842694221] [0.128255921079494] [0.101346179145673] [0.102810220275673]
Column 5
[0.095145367789663]
likelihood error: 0.79716
current f = [1.3e-12 -1.6e-12 -1.7e-13]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.075359651516215] [0.118459230939857] [0.251198215896809] [0.245002985613801]
Column 5
[0.309979916033317]
mu =
Columns 1 through 3
[1.537397292014125] [-1.245968552964739] [1.183390765880604]
Columns 4 through 5
[-0.170412320551359] [-0.721900921022291]
sigma2 =
Columns 1 through 4
[0.364353842694221] [0.128255921079494] [0.101346179145673] [0.102810220275673]
Column 5
[0.095145367789663]
likelihood error: 0
current f = [1.3e-12 -1.6e-12 -1.7e-13]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.075359651516215] [0.118459230939857] [0.251198215896809] [0.245002985613801]
Column 5
[0.309979916033317]
mu =
Columns 1 through 3
[1.537397292014125] [-1.245968552964739] [1.183390765880604]
Columns 4 through 5
[-0.170412320551359] [-0.721900921022291]
sigma2 =
Columns 1 through 4
[0.364353842694221] [0.128255921079494] [0.101346179145673] [0.102810220275673]
Column 5
[0.095145367789663]
Likelihood error: 1.0159
current f = [-5.7e-13 4.5e-13 2.8e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.073298077992116] [0.117706889895022] [0.253294145031058] [0.244894417251836]
Column 5
[0.310806469829969]
mu =
Columns 1 through 3
[1.531104959371741] [-1.239924218185901] [1.187528295228989]
Columns 4 through 5
[-0.174711142549885] [-0.721629204993540]
sigma2 =
Columns 1 through 4
[0.378604959091789] [0.131535019236227] [0.102156198240608] [0.105666654121508]
Column 5
[0.099062281657829]
likelihood error: 0.64448
current f = [-1.1e-13 -1.1e-13 0]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.073298077992116] [0.117706889895022] [0.253294145031058] [0.244894417251836]
Column 5
[0.310806469829969]
mu =
Columns 1 through 3
[1.531104959371741] [-1.239924218185901] [1.187528295228989]
Columns 4 through 5
[-0.174711142549885] [-0.721629204993540]
sigma2 =
Columns 1 through 4
[0.378604959091789] [0.131535019236227] [0.102156198240608] [0.105666654121508]
Column 5
[0.099062281657829]
likelihood error: 0
current f = [-1.1e-13 -1.1e-13 0]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.073298077992116] [0.117706889895022] [0.253294145031058] [0.244894417251836]
Column 5
[0.310806469829969]
mu =
Columns 1 through 3
[1.531104959371741] [-1.239924218185901] [1.187528295228989]
Columns 4 through 5
[-0.174711142549885] [-0.721629204993540]
sigma2 =
Columns 1 through 4
[0.378604959091789] [0.131535019236227] [0.102156198240608] [0.105666654121508]
Column 5
[0.099062281657829]
Likelihood error: 0.79716
current f = [4.5e-13 -8e-13 -9.9e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.071407616928780] [0.117023201046548] [0.255198887755449] [0.244783320863135]
Column 5
[0.311586973406089]
mu =
Columns 1 through 3
[1.526467167682557] [-1.234081173173651] [1.190912493297801]
Columns 4 through 5
[-0.178822931914432] [-0.721247555472647]
sigma2 =
Columns 1 through 4
[0.391199000982592] [0.134557229961914] [0.102871597832882] [0.108380856617957]
Column 5
[0.102812064068155]
likelihood error: 0.53463
current f = [6.8e-13 -6.8e-13 -9.9e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.071407616928780] [0.117023201046548] [0.255198887755449] [0.244783320863135]
Column 5
[0.311586973406089]
mu =
Columns 1 through 3
[1.526467167682557] [-1.234081173173651] [1.190912493297801]
Columns 4 through 5
[-0.178822931914432] [-0.721247555472647]
sigma2 =
Columns 1 through 4
[0.391199000982592] [0.134557229961914] [0.102871597832882] [0.108380856617957]
Column 5
[0.102812064068155]
likelihood error: 6.8212e-13
current f = [6.8e-13 -6.8e-13 -9.9e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.071407616928780] [0.117023201046548] [0.255198887755449] [0.244783320863135]
Column 5
[0.311586973406089]
mu =
Columns 1 through 3
[1.526467167682557] [-1.234081173173651] [1.190912493297801]
Columns 4 through 5
[-0.178822931914432] [-0.721247555472647]
sigma2 =
Columns 1 through 4
[0.391199000982592] [0.134557229961914] [0.102871597832882] [0.108380856617957]
Column 5
[0.102812064068155]
Likelihood error: 0.64448
current f = [1.1e-13 0 -1.4e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.069666014360130] [0.116396235008707] [0.256934392762471] [0.244673173619989]
Column 5
[0.312330184248704]
mu =
Columns 1 through 3
[1.523280712513702] [-1.228396363004398] [1.193700581173938]
Columns 4 through 5
[-0.182785349349635] [-0.720774593743990]
sigma2 =
Columns 1 through 4
[0.402270878516764] [0.137367317225208] [0.103516149991504] [0.110973963087021]
Column 5
[0.106426293220841]
likelihood error: 0.4535
current f = [-3.4e-13 4.5e-13 1.4e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.069666014360130] [0.116396235008707] [0.256934392762471] [0.244673173619989]
Column 5
[0.312330184248704]
mu =
Columns 1 through 3
[1.523280712513702] [-1.228396363004398] [1.193700581173938]
Columns 4 through 5
[-0.182785349349635] [-0.720774593743990]
sigma2 =
Columns 1 through 4
[0.402270878516764] [0.137367317225208] [0.103516149991504] [0.110973963087021]
Column 5
[0.106426293220840]
likelihood error: 0
current f = [-3.4e-13 4.5e-13 1.4e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.069666014360130] [0.116396235008707] [0.256934392762471] [0.244673173619989]
Column 5
[0.312330184248704]
mu =
Columns 1 through 3
[1.523280712513702] [-1.228396363004398] [1.193700581173938]
Columns 4 through 5
[-0.182785349349635] [-0.720774593743990]
sigma2 =
Columns 1 through 4
[0.402270878516764] [0.137367317225208] [0.103516149991504] [0.110973963087021]
Column 5
[0.106426293220840]
Likelihood error: 0.53463
current f = [-4.5e-13 5.7e-13 4.3e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.068054038372202] [0.115816443154546] [0.258520292455782] [0.244566192296425]
Column 5
[0.313043033721045]
mu =
Columns 1 through 3
[1.521368819478161] [-1.222836384121895] [1.196014613441693]
Columns 4 through 5
[-0.186626621088657] [-0.720225671933341]
sigma2 =
Columns 1 through 4
[0.411952993627019] [0.139999876073131] [0.104103818939943] [0.113462582204857]
Column 5
[0.109929119035126]
likelihood error: 0.39216
current f = [-4.5e-13 5.7e-13 4.3e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.068054038372202] [0.115816443154546] [0.258520292455782] [0.244566192296425]
Column 5
[0.313043033721045]
mu =
Columns 1 through 3
[1.521368819478161] [-1.222836384121895] [1.196014613441693]
Columns 4 through 5
[-0.186626621088657] [-0.720225671933341]
sigma2 =
Columns 1 through 4
[0.411952993627019] [0.139999876073131] [0.104103818939943] [0.113462582204857]
Column 5
[0.109929119035126]
likelihood error: 0
current f = [-4.5e-13 5.7e-13 4.3e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.068054038372202] [0.115816443154546] [0.258520292455782] [0.244566192296425]
Column 5
[0.313043033721045]
mu =
Columns 1 through 3
[1.521368819478161] [-1.222836384121895] [1.196014613441693]
Columns 4 through 5
[-0.186626621088657] [-0.720225671933341]
sigma2 =
Columns 1 through 4
[0.411952993627019] [0.139999876073131] [0.104103818939943] [0.113462582204857]
Column 5
[0.109929119035126]
Likelihood error: 0.4535
current f = [5.7e-13 -9.1e-13 -9.9e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.066555309977875] [0.115276109442096] [0.259973994044207] [0.244463651345386]
Column 5
[0.313730935190436]
mu =
Columns 1 through 3
[1.520576903523003] [-1.217374988716138] [1.197949166546223]
Columns 4 through 5
[-0.190368661767927] [-0.719613559167645]
sigma2 =
Columns 1 through 4
[0.420372641342508] [0.142482030479319] [0.104643232522371] [0.115859924031915]
Column 5
[0.113339207074047]
likelihood error: 0.34477
current f = [1.1e-13 -2.3e-13 -2.8e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.066555309977875] [0.115276109442096] [0.259973994044207] [0.244463651345386]
Column 5
[0.313730935190436]
mu =
Columns 1 through 3
[1.520576903523003] [-1.217374988716138] [1.197949166546223]
Columns 4 through 5
[-0.190368661767927] [-0.719613559167645]
sigma2 =
Columns 1 through 4
[0.420372641342508] [0.142482030479319] [0.104643232522371] [0.115859924031915]
Column 5
[0.113339207074047]
likelihood error: 0
current f = [1.1e-13 -2.3e-13 -2.8e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.066555309977875] [0.115276109442096] [0.259973994044207] [0.244463651345386]
Column 5
[0.313730935190436]
mu =
Columns 1 through 3
[1.520576903523003] [-1.217374988716138] [1.197949166546223]
Columns 4 through 5
[-0.190368661767927] [-0.719613559167645]
sigma2 =
Columns 1 through 4
[0.420372641342508] [0.142482030479319] [0.104643232522371] [0.115859924031915]
Column 5
[0.113339207074047]
Likelihood error: 0.39216
current f = [-4.5e-13 2.3e-13 1.4e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.065155969255023] [0.114768946501543] [0.261310847769521] [0.244366171148169]
Column 5
[0.314398065325744]
mu =
Columns 1 through 3
[1.520769306348319] [-1.211991369159922] [1.199577646573621]
Columns 4 through 5
[-0.194028955778455] [-0.718948981852560]
sigma2 =
Columns 1 through 4
[0.427650091057576] [0.144835308003354] [0.105140159143577] [0.118176543167517]
Column 5
[0.116671081007821]
likelihood error: 0.30744
current f = [1.1e-13 -3.4e-13 -4.3e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.065155969255023] [0.114768946501543] [0.261310847769521] [0.244366171148169]
Column 5
[0.314398065325744]
mu =
Columns 1 through 3
[1.520769306348319] [-1.211991369159922] [1.199577646573621]
Columns 4 through 5
[-0.194028955778455] [-0.718948981852560]
sigma2 =
Columns 1 through 4
[0.427650091057576] [0.144835308003354] [0.105140159143577] [0.118176543167517]
Column 5
[0.116671081007821]
likelihood error: 2.2737e-13
current f = [1.1e-13 -3.4e-13 -4.3e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.065155969255023] [0.114768946501543] [0.261310847769521] [0.244366171148169]
Column 5
[0.314398065325744]
mu =
Columns 1 through 3
[1.520769306348319] [-1.211991369159922] [1.199577646573621]
Columns 4 through 5
[-0.194028955778455] [-0.718948981852560]
sigma2 =
Columns 1 through 4
[0.427650091057576] [0.144835308003354] [0.105140159143577] [0.118176543167517]
Column 5
[0.116671081007821]
Likelihood error: 0.34477
current f = [-3.4e-13 3.4e-13 0]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.063844299980096] [0.114289795963518] [0.262544350841474] [0.244273949164367]
Column 5
[0.315047604050545]
mu =
Columns 1 through 3
[1.521826640024142] [-1.206668942166164] [1.200957275785585]
Columns 4 through 5
[-0.197621711452785] [-0.718241048754274]
sigma2 =
Columns 1 through 4
[0.433897485742470] [0.147076973955795] [0.105598845475717] [0.120420865262262]
Column 5
[0.119936070591174]
likelihood error: 0.27747
current f = [-1.1e-13 2.3e-13 -1.4e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.063844299980096] [0.114289795963518] [0.262544350841474] [0.244273949164367]
Column 5
[0.315047604050545]
mu =
Columns 1 through 3
[1.521826640024142] [-1.206668942166164] [1.200957275785585]
Columns 4 through 5
[-0.197621711452785] [-0.718241048754274]
sigma2 =
Columns 1 through 4
[0.433897485742470] [0.147076973955795] [0.105598845475717] [0.120420865262262]
Column 5
[0.119936070591174]
likelihood error: 2.2737e-13
current f = [-1.1e-13 2.3e-13 -1.4e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.063844299980096] [0.114289795963518] [0.262544350841474] [0.244273949164367]
Column 5
[0.315047604050545]
mu =
Columns 1 through 3
[1.521826640024142] [-1.206668942166164] [1.200957275785585]
Columns 4 through 5
[-0.197621711452785] [-0.718241048754274]
sigma2 =
Columns 1 through 4
[0.433897485742470] [0.147076973955795] [0.105598845475717] [0.120420865262262]
Column 5
[0.119936070591174]
Likelihood error: 0.30744
current f = [6.8e-13 -8e-13 -1.1e-13]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.062610374109317] [0.113834403761395] [0.263686357792497] [0.244186931839276]
Column 5
[0.315681932497516]
mu =
Columns 1 through 3
[1.523643559458842] [-1.201394466410542] [1.202132943141387]
Columns 4 through 5
[-0.201158587511684] [-0.717497583874422]
sigma2 =
Columns 1 through 4
[0.439218418629928] [0.149221001034961] [0.106022719826927] [0.122599584448403]
Column 5
[0.123142995296241]
likelihood error: 0.25299
current f = [-2.3e-13 1.1e-13 -1.4e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.062610374109317] [0.113834403761395] [0.263686357792497] [0.244186931839276]
Column 5
[0.315681932497516]
mu =
Columns 1 through 3
[1.523643559458842] [-1.201394466410541] [1.202132943141387]
Columns 4 through 5
[-0.201158587511684] [-0.717497583874422]
sigma2 =
Columns 1 through 4
[0.439218418629928] [0.149221001034961] [0.106022719826927] [0.122599584448403]
Column 5
[0.123142995296241]
likelihood error: 0
current f = [-2.3e-13 1.1e-13 -1.4e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.062610374109317] [0.113834403761395] [0.263686357792497] [0.244186931839276]
Column 5
[0.315681932497516]
mu =
Columns 1 through 3
[1.523643559458842] [-1.201394466410541] [1.202132943141387]
Columns 4 through 5
[-0.201158587511684] [-0.717497583874422]
sigma2 =
Columns 1 through 4
[0.439218418629928] [0.149221001034961] [0.106022719826927] [0.122599584448403]
Column 5
[0.123142995296241]
Likelihood error: 0.27747
current f = [-3.4e-13 3.4e-13 1.4e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.061445741215769] [0.113399249561197] [0.264747280201017] [0.244104935492881]
Column 5
[0.316302793529136]
mu =
Columns 1 through 3
[1.526126873862574] [-1.196157389829364] [1.203140135090833]
Columns 4 through 5
[-0.204649167294037] [-0.716725385234923]
sigma2 =
Columns 1 through 4
[0.443707980768597] [0.151278787183470] [0.106414750807973] [0.124717977884690]
Column 5
[0.126298667708564]
likelihood error: 0.23265
current f = [1.1e-13 0 -1.4e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.061445741215769] [0.113399249561197] [0.264747280201017] [0.244104935492881]
Column 5
[0.316302793529136]
mu =
Columns 1 through 3
[1.526126873862574] [-1.196157389829364] [1.203140135090833]
Columns 4 through 5
[-0.204649167294037] [-0.716725385234923]
sigma2 =
Columns 1 through 4
[0.443707980768597] [0.151278787183470] [0.106414750807973] [0.124717977884690]
Column 5
[0.126298667708564]
likelihood error: 0
current f = [1.1e-13 0 -1.4e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.061445741215769] [0.113399249561197] [0.264747280201017] [0.244104935492881]
Column 5
[0.316302793529136]
mu =
Columns 1 through 3
[1.526126873862574] [-1.196157389829364] [1.203140135090833]
Columns 4 through 5
[-0.204649167294037] [-0.716725385234923]
sigma2 =
Columns 1 through 4
[0.443707980768597] [0.151278787183470] [0.106414750807973] [0.124717977884690]
Column 5
[0.126298667708564]
Likelihood error: 0.25299
current f = [0 -2.3e-13 -4.3e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.060343168753775] [0.112981415565649] [0.265736267651446] [0.244027727151541]
Column 5
[0.316911420877589]
mu =
Columns 1 through 3
[1.529193942908321] [-1.190949358913970] [1.204007148383989]
Columns 4 through 5
[-0.208101283812092] [-0.715930424353522]
sigma2 =
Columns 1 through 4
[0.447453095243695] [0.153259695809618] [0.106777623447658] [0.126780162665451]
Column 5
[0.129408272196302]
likelihood error: 0.21549
current f = [5.7e-13 -8e-13 -8.5e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.060343168753775] [0.112981415565649] [0.265736267651446] [0.244027727151541]
Column 5
[0.316911420877589]
mu =
Columns 1 through 3
[1.529193942908322] [-1.190949358913970] [1.204007148383990]
Columns 4 through 5
[-0.208101283812092] [-0.715930424353522]
sigma2 =
Columns 1 through 4
[0.447453095243695] [0.153259695809618] [0.106777623447658] [0.126780162665451]
Column 5
[0.129408272196302]
likelihood error: 2.2737e-13
current f = [5.7e-13 -8e-13 -8.5e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.060343168753775] [0.112981415565649] [0.265736267651446] [0.244027727151541]
Column 5
[0.316911420877589]
mu =
Columns 1 through 3
[1.529193942908322] [-1.190949358913970] [1.204007148383990]
Columns 4 through 5
[-0.208101283812092] [-0.715930424353522]
sigma2 =
Columns 1 through 4
[0.447453095243695] [0.153259695809618] [0.106777623447658] [0.126780162665451]
Column 5
[0.129408272196302]
Likelihood error: 0.23265
current f = [-3.4e-13 3.4e-13 1.4e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.059296429973674] [0.112578484214633] [0.266661367325515] [0.243955075637536]
Column 5
[0.317508642848642]
mu =
Columns 1 through 3
[1.532771316744494] [-1.185763844269446] [1.204756754818487]
Columns 4 through 5
[-0.211521256054782] [-0.715117998617049]
sigma2 =
Columns 1 through 4
[0.450533001831010] [0.155171468300846] [0.107113821538127] [0.128789309791042]
Column 5
[0.132475656103514]
likelihood error: 0.20078
current f = [-4.5e-13 3.4e-13 2.8e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.059296429973674] [0.112578484214633] [0.266661367325515] [0.243955075637536]
Column 5
[0.317508642848642]
mu =
Columns 1 through 3
[1.532771316744494] [-1.185763844269446] [1.204756754818487]
Columns 4 through 5
[-0.211521256054782] [-0.715117998617049]
sigma2 =
Columns 1 through 4
[0.450533001831010] [0.155171468300846] [0.107113821538127] [0.128789309791042]
Column 5
[0.132475656103514]
likelihood error: 0
current f = [-4.5e-13 3.4e-13 2.8e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.059296429973674] [0.112578484214633] [0.266661367325515] [0.243955075637536]
Column 5
[0.317508642848642]
mu =
Columns 1 through 3
[1.532771316744494] [-1.185763844269446] [1.204756754818487]
Columns 4 through 5
[-0.211521256054782] [-0.715117998617049]
sigma2 =
Columns 1 through 4
[0.450533001831010] [0.155171468300846] [0.107113821538127] [0.128789309791042]
Column 5
[0.132475656103514]
Likelihood error: 0.21549
current f = [3.4e-13 -4.5e-13 -7.1e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.058300132852451] [0.112188457280054] [0.267529662646132] [0.243886781413439]
Column 5
[0.318094965807925]
mu =
Columns 1 through 3
[1.536793584520938] [-1.180595850645419] [1.205407453202282]
Columns 4 through 5
[-0.214914071922315] [-0.714292846608778]
sigma2 =
Columns 1 through 4
[0.453019802240271] [0.157020543178271] [0.107425663739183] [0.130747824497304]
Column 5
[0.135503558809438]
likelihood error: 0.188
current f = [1.1e-13 -1.1e-13 -5.7e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.058300132852451] [0.112188457280054] [0.267529662646132] [0.243886781413439]
Column 5
[0.318094965807925]
mu =
Columns 1 through 3
[1.536793584520938] [-1.180595850645419] [1.205407453202282]
Columns 4 through 5
[-0.214914071922315] [-0.714292846608778]
sigma2 =
Columns 1 through 4
[0.453019802240271] [0.157020543178271] [0.107425663739183] [0.130747824497304]
Column 5
[0.135503558809438]
likelihood error: 2.2737e-13
current f = [1.1e-13 -1.1e-13 -5.7e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.058300132852451] [0.112188457280054] [0.267529662646132] [0.243886781413439]
Column 5
[0.318094965807925]
mu =
Columns 1 through 3
[1.536793584520938] [-1.180595850645419] [1.205407453202282]
Columns 4 through 5
[-0.214914071922315] [-0.714292846608778]
sigma2 =
Columns 1 through 4
[0.453019802240271] [0.157020543178271] [0.107425663739183] [0.130747824497304]
Column 5
[0.135503558809438]
Likelihood error: 0.20078
current f = [4.5e-13 -5.7e-13 -5.7e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.057349582750072] [0.111809690931780] [0.268347392834061] [0.243822691710059]
Column 5
[0.318670641774028]
mu =
Columns 1 through 3
[1.541202399494883] [-1.175441688840371] [1.205974412688974]
Columns 4 through 5
[-0.218283538514468] [-0.713459234603799]
sigma2 =
Columns 1 through 4
[0.454979012098761] [0.158812305980676] [0.107715318243193] [0.132657499336933]
Column 5
[0.138493796091589]
likelihood error: 0.17673
current f = [3.4e-13 -4.5e-13 -8.5e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.057349582750072] [0.111809690931780] [0.268347392834061] [0.243822691710059]
Column 5
[0.318670641774028]
mu =
Columns 1 through 3
[1.541202399494883] [-1.175441688840371] [1.205974412688974]
Columns 4 through 5
[-0.218283538514468] [-0.713459234603799]
sigma2 =
Columns 1 through 4
[0.454979012098761] [0.158812305980676] [0.107715318243193] [0.132657499336933]
Column 5
[0.138493796091589]
likelihood error: 0
current f = [3.4e-13 -4.5e-13 -8.5e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.057349582750072] [0.111809690931780] [0.268347392834061] [0.243822691710059]
Column 5
[0.318670641774028]
mu =
Columns 1 through 3
[1.541202399494883] [-1.175441688840371] [1.205974412688974]
Columns 4 through 5
[-0.218283538514468] [-0.713459234603799]
sigma2 =
Columns 1 through 4
[0.454979012098761] [0.158812305980676] [0.107715318243193] [0.132657499336933]
Column 5
[0.138493796091589]
Likelihood error: 0.188
current f = [-5.7e-13 5.7e-13 2.8e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.056440672089933] [0.111440842817839] [0.269120055762374] [0.243762705750238]
Column 5
[0.319235723579616]
mu =
Columns 1 through 3
[1.545945652038278] [-1.170298793137859] [1.206470186085291]
Columns 4 through 5
[-0.221632411936609] [-0.712621020879433]
sigma2 =
Columns 1 through 4
[0.456470090668681] [0.160551287056577] [0.107984808523182] [0.134519644697838]
Column 5
[0.141447411903197]
likelihood error: 0.16667
current f = [-2.3e-13 3.4e-13 1.4e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.056440672089933] [0.111440842817839] [0.269120055762374] [0.243762705750238]
Column 5
[0.319235723579616]
mu =
Columns 1 through 3
[1.545945652038278] [-1.170298793137859] [1.206470186085291]
Columns 4 through 5
[-0.221632411936609] [-0.712621020879433]
sigma2 =
Columns 1 through 4
[0.456470090668681] [0.160551287056577] [0.107984808523182] [0.134519644697838]
Column 5
[0.141447411903197]
likelihood error: 6.8212e-13
current f = [-2.3e-13 3.4e-13 1.4e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.056440672089933] [0.111440842817839] [0.269120055762374] [0.243762705750238]
Column 5
[0.319235723579616]
mu =
Columns 1 through 3
[1.545945652038278] [-1.170298793137859] [1.206470186085291]
Columns 4 through 5
[-0.221632411936609] [-0.712621020879433]
sigma2 =
Columns 1 through 4
[0.456470090668681] [0.160551287056577] [0.107984808523182] [0.134519644697838]
Column 5
[0.141447411903197]
Likelihood error: 0.17673
current f = [-1.1e-13 -1.1e-13 -1.4e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.055569791386107] [0.111080828250386] [0.269852496534236] [0.243706773522760]
Column 5
[0.319790110306511]
mu =
Columns 1 through 3
[1.550976765352399] [-1.165165572305329] [1.206905251757354]
Columns 4 through 5
[-0.224962513789806] [-0.711781703178453]
sigma2 =
Columns 1 through 4
[0.457546935059282] [0.162241319693509] [0.108236016192065] [0.136335200324439]
Column 5
[0.144364806033930]
likelihood error: 0.15759
current f = [-6.8e-13 5.7e-13 4.3e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.055569791386107] [0.111080828250386] [0.269852496534236] [0.243706773522760]
Column 5
[0.319790110306511]
mu =
Columns 1 through 3
[1.550976765352399] [-1.165165572305329] [1.206905251757354]
Columns 4 through 5
[-0.224962513789806] [-0.711781703178453]
sigma2 =
Columns 1 through 4
[0.457546935059282] [0.162241319693509] [0.108236016192065] [0.136335200324439]
Column 5
[0.144364806033930]
likelihood error: 2.2737e-13
current f = [-6.8e-13 5.7e-13 4.3e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.055569791386107] [0.111080828250386] [0.269852496534236] [0.243706773522760]
Column 5
[0.319790110306511]
mu =
Columns 1 through 3
[1.550976765352399] [-1.165165572305329] [1.206905251757354]
Columns 4 through 5
[-0.224962513789806] [-0.711781703178453]
sigma2 =
Columns 1 through 4
[0.457546935059282] [0.162241319693509] [0.108236016192065] [0.136335200324439]
Column 5
[0.144364806033930]
Likelihood error: 0.16667
current f = [-2.3e-13 2.3e-13 2.8e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.054733757015365] [0.110728783348548] [0.270548984019539] [0.243654890543219]
Column 5
[0.320333585073328]
mu =
Columns 1 through 3
[1.556254092276373] [-1.160041285311444] [1.207288427602695]
Columns 4 through 5
[-0.228274838574080] [-0.710944453586922]
sigma2 =
Columns 1 through 4
[0.458258334961585] [0.163885667688601] [0.108470683653972] [0.138104830603935]
Column 5
[0.147245843600675]
likelihood error: 0.1493
current f = [-2.3e-13 2.3e-13 2.8e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.054733757015365] [0.110728783348548] [0.270548984019539] [0.243654890543219]
Column 5
[0.320333585073328]
mu =
Columns 1 through 3
[1.556254092276373] [-1.160041285311444] [1.207288427602695]
Columns 4 through 5
[-0.228274838574080] [-0.710944453586922]
sigma2 =
Columns 1 through 4
[0.458258334961585] [0.163885667688601] [0.108470683653972] [0.138104830603935]
Column 5
[0.147245843600675]
likelihood error: 0
current f = [-2.3e-13 2.3e-13 2.8e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.054733757015365] [0.110728783348548] [0.270548984019539] [0.243654890543219]
Column 5
[0.320333585073328]
mu =
Columns 1 through 3
[1.556254092276373] [-1.160041285311444] [1.207288427602695]
Columns 4 through 5
[-0.228274838574080] [-0.710944453586922]
sigma2 =
Columns 1 through 4
[0.458258334961585] [0.163885667688601] [0.108470683653972] [0.138104830603935]
Column 5
[0.147245843600675]
Likelihood error: 0.15759
current f = [-8e-13 4.5e-13 1.4e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.053929752097078] [0.110384033546921] [0.271213277304829] [0.243607090301427]
Column 5
[0.320865846749745]
mu =
Columns 1 through 3
[1.561740395035105] [-1.154925935196820] [1.207627189246463]
Columns 4 through 5
[-0.231569654480992] [-0.710112144214010]
sigma2 =
Columns 1 through 4
[0.458648388904446] [0.165487129098948] [0.108690417564206] [0.139829005771185]
Column 5
[0.150089950547849]
likelihood error: 0.14167
current f = [-3.4e-13 1.1e-13 -2.8e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.053929752097078] [0.110384033546921] [0.271213277304829] [0.243607090301427]
Column 5
[0.320865846749745]
mu =
Columns 1 through 3
[1.561740395035105] [-1.154925935196820] [1.207627189246463]
Columns 4 through 5
[-0.231569654480992] [-0.710112144214010]
sigma2 =
Columns 1 through 4
[0.458648388904446] [0.165487129098948] [0.108690417564206] [0.139829005771185]
Column 5
[0.150089950547849]
likelihood error: 2.2737e-13
current f = [-3.4e-13 1.1e-13 -2.8e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.053929752097078] [0.110384033546921] [0.271213277304829] [0.243607090301427]
Column 5
[0.320865846749745]
mu =
Columns 1 through 3
[1.561740395035105] [-1.154925935196820] [1.207627189246463]
Columns 4 through 5
[-0.231569654480992] [-0.710112144214010]
sigma2 =
Columns 1 through 4
[0.458648388904446] [0.165487129098948] [0.108690417564206] [0.139829005771185]
Column 5
[0.150089950547849]
Likelihood error: 0.1493
current f = [4.5e-13 -6.8e-13 -9.9e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.053155277649075] [0.110046066292410] [0.271848683711890] [0.243563435571825]
Column 5
[0.321386536774799]
mu =
Columns 1 through 3
[1.567402392942749] [-1.149820176225881] [1.207927916265559]
Columns 4 through 5
[-0.234846598979580] [-0.709287366353423]
sigma2 =
Columns 1 through 4
[0.458756885338497] [0.167048121204552] [0.108896693330751] [0.141508070719772]
Column 5
[0.152896198086571]
likelihood error: 0.13457
current f = [2.3e-13 -2.3e-13 -2.8e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.053155277649075] [0.110046066292410] [0.271848683711890] [0.243563435571825]
Column 5
[0.321386536774799]
mu =
Columns 1 through 3
[1.567402392942749] [-1.149820176225881] [1.207927916265559]
Columns 4 through 5
[-0.234846598979580] [-0.709287366353423]
sigma2 =
Columns 1 through 4
[0.458756885338497] [0.167048121204552] [0.108896693330751] [0.141508070719772]
Column 5
[0.152896198086571]
likelihood error: 2.2737e-13
current f = [2.3e-13 -2.3e-13 -2.8e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.053155277649075] [0.110046066292410] [0.271848683711890] [0.243563435571825]
Column 5
[0.321386536774799]
mu =
Columns 1 through 3
[1.567402392942749] [-1.149820176225881] [1.207927916265559]
Columns 4 through 5
[-0.234846598979580] [-0.709287366353423]
sigma2 =
Columns 1 through 4
[0.458756885338497] [0.167048121204552] [0.108896693330751] [0.141508070719772]
Column 5
[0.152896198086571]
Likelihood error: 0.14167
current f = [2.3e-13 -4.5e-13 -5.7e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.052408111832568] [0.109714507062050] [0.272458109758094] [0.243524009396439]
Column 5
[0.321895261950849]
mu =
Columns 1 through 3
[1.573210365871387] [-1.144725230725578] [1.208196084100987]
Columns 4 through 5
[-0.238104769922857] [-0.708472445231947]
sigma2 =
Columns 1 through 4
[0.458619652611856] [0.168570750472953] [0.109090860555106] [0.143142302755957]
Column 5
[0.155663378112322]
likelihood error: 0.12793
current f = [0 -2.3e-13 -4.3e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.052408111832568] [0.109714507062050] [0.272458109758094] [0.243524009396439]
Column 5
[0.321895261950849]
mu =
Columns 1 through 3
[1.573210365871387] [-1.144725230725578] [1.208196084100987]
Columns 4 through 5
[-0.238104769922857] [-0.708472445231948]
sigma2 =
Columns 1 through 4
[0.458619652611856] [0.168570750472953] [0.109090860555106] [0.143142302755957]
Column 5
[0.155663378112322]
likelihood error: 0
current f = [0 -2.3e-13 -4.3e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.052408111832568] [0.109714507062050] [0.272458109758094] [0.243524009396439]
Column 5
[0.321895261950849]
mu =
Columns 1 through 3
[1.573210365871387] [-1.144725230725578] [1.208196084100987]
Columns 4 through 5
[-0.238104769922857] [-0.708472445231948]
sigma2 =
Columns 1 through 4
[0.458619652611856] [0.168570750472953] [0.109090860555106] [0.143142302755957]
Column 5
[0.155663378112322]
Likelihood error: 0.13457
current f = [-2.3e-13 3.4e-13 1.4e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.051686275604304] [0.109389098067612] [0.273044106181210] [0.243488906293493]
Column 5
[0.322391613853382]
mu =
Columns 1 through 3
[1.579137803682001] [-1.139642812996234] [1.208436414805887]
Columns 4 through 5
[-0.241342812461862] [-0.707669451981667]
sigma2 =
Columns 1 through 4
[0.458268881824022] [0.170056870400411] [0.109274149194756] [0.144731959378155]
Column 5
[0.158390071006699]
likelihood error: 0.12168
current f = [-3.4e-13 3.4e-13 1.4e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.051686275604304] [0.109389098067612] [0.273044106181210] [0.243488906293493]
Column 5
[0.322391613853382]
mu =
Columns 1 through 3
[1.579137803682000] [-1.139642812996234] [1.208436414805887]
Columns 4 through 5
[-0.241342812461862] [-0.707669451981667]
sigma2 =
Columns 1 through 4
[0.458268881824022] [0.170056870400411] [0.109274149194756] [0.144731959378155]
Column 5
[0.158390071006699]
likelihood error: 2.2737e-13
current f = [-3.4e-13 3.4e-13 1.4e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.051686275604304] [0.109389098067612] [0.273044106181210] [0.243488906293493]
Column 5
[0.322391613853382]
mu =
Columns 1 through 3
[1.579137803682000] [-1.139642812996234] [1.208436414805887]
Columns 4 through 5
[-0.241342812461862] [-0.707669451981667]
sigma2 =
Columns 1 through 4
[0.458268881824022] [0.170056870400411] [0.109274149194756] [0.144731959378155]
Column 5
[0.158390071006699]
Likelihood error: 0.12793
current f = [-3.4e-13 3.4e-13 0]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.050988003484255] [0.109069679188432] [0.273608907937110] [0.243458224064688]
Column 5
[0.322875185325515]
mu =
Columns 1 through 3
[1.585161093808872] [-1.134575058439336] [1.208652996456981]
Columns 4 through 5
[-0.244559001763628] [-0.706880214085777]
sigma2 =
Columns 1 through 4
[0.457733426070979] [0.171508129428418] [0.109447676214738] [0.146277316991361]
Column 5
[0.161074706779156]
likelihood error: 0.11577
current f = [-3.4e-13 3.4e-13 0]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.050988003484255] [0.109069679188432] [0.273608907937110] [0.243458224064688]
Column 5
[0.322875185325515]
mu =
Columns 1 through 3
[1.585161093808872] [-1.134575058439336] [1.208652996456981]
Columns 4 through 5
[-0.244559001763628] [-0.706880214085777]
sigma2 =
Columns 1 through 4
[0.457733426070979] [0.171508129428418] [0.109447676214738] [0.146277316991361]
Column 5
[0.161074706779156]
likelihood error: 0
current f = [-3.4e-13 3.4e-13 0]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.050988003484255] [0.109069679188432] [0.273608907937110] [0.243458224064688]
Column 5
[0.322875185325515]
mu =
Columns 1 through 3
[1.585161093808872] [-1.134575058439336] [1.208652996456981]
Columns 4 through 5
[-0.244559001763628] [-0.706880214085777]
sigma2 =
Columns 1 through 4
[0.457733426070979] [0.171508129428418] [0.109447676214738] [0.146277316991361]
Column 5
[0.161074706779156]
Likelihood error: 0.12168
current f = [3.4e-13 -3.4e-13 -8.5e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.050311718446078] [0.108756170805540] [0.274154469900115] [0.243432056445920]
Column 5
[0.323345584402347]
mu =
Columns 1 through 3
[1.591259240822956] [-1.129524456640729] [1.208849378607188]
Columns 4 through 5
[-0.247751321340786] [-0.706106325226552]
sigma2 =
Columns 1 through 4
[0.457039078980564] [0.172926010632948] [0.109612452521965] [0.147778701357701]
Column 5
[0.163715620189939]
likelihood error: 0.11016
current f = [-3.4e-13 2.3e-13 -1.4e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.050311718446078] [0.108756170805540] [0.274154469900115] [0.243432056445920]
Column 5
[0.323345584402347]
mu =
Columns 1 through 3
[1.591259240822956] [-1.129524456640729] [1.208849378607188]
Columns 4 through 5
[-0.247751321340786] [-0.706106325226552]
sigma2 =
Columns 1 through 4
[0.457039078980564] [0.172926010632948] [0.109612452521965] [0.147778701357701]
Column 5
[0.163715620189939]
likelihood error: 0
current f = [-3.4e-13 2.3e-13 -1.4e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.050311718446078] [0.108756170805540] [0.274154469900115] [0.243432056445920]
Column 5
[0.323345584402347]
mu =
Columns 1 through 3
[1.591259240822956] [-1.129524456640729] [1.208849378607188]
Columns 4 through 5
[-0.247751321340786] [-0.706106325226552]
sigma2 =
Columns 1 through 4
[0.457039078980564] [0.172926010632948] [0.109612452521965] [0.147778701357701]
Column 5
[0.163715620189939]
Likelihood error: 0.11577
current f = [-5.7e-13 4.5e-13 2.8e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.049656010165702] [0.108448558307704] [0.274682498849544] [0.243410486752852]
Column 5
[0.323802445924197]
mu =
Columns 1 through 3
[1.597413613119013] [-1.124493787612705] [1.209028649340859]
Columns 4 through 5
[-0.250917536687510] [-0.705349155195442]
sigma2 =
Columns 1 through 4
[0.456208834822897] [0.174311864511847] [0.109769390014357] [0.149236510525669]
Column 5
[0.166311100280605]
likelihood error: 0.10481
current f = [2.3e-13 -2.3e-13 -2.8e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.049656010165702] [0.108448558307704] [0.274682498849544] [0.243410486752852]
Column 5
[0.323802445924197]
mu =
Columns 1 through 3
[1.597413613119013] [-1.124493787612705] [1.209028649340859]
Columns 4 through 5
[-0.250917536687510] [-0.705349155195442]
sigma2 =
Columns 1 through 4
[0.456208834822897] [0.174311864511847] [0.109769390014357] [0.149236510525669]
Column 5
[0.166311100280605]
likelihood error: 0
current f = [2.3e-13 -2.3e-13 -2.8e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.049656010165702] [0.108448558307704] [0.274682498849544] [0.243410486752852]
Column 5
[0.323802445924197]
mu =
Columns 1 through 3
[1.597413613119013] [-1.124493787612705] [1.209028649340859]
Columns 4 through 5
[-0.250917536687510] [-0.705349155195442]
sigma2 =
Columns 1 through 4
[0.456208834822897] [0.174311864511847] [0.109769390014357] [0.149236510525669]
Column 5
[0.166311100280605]
Likelihood error: 0.11016
current f = [9.1e-13 -1.1e-12 -1.3e-13]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.049019616036967] [0.108146878110918] [0.275194482208605] [0.243393582603006]
Column 5
[0.324245441040505]
mu =
Columns 1 through 3
[1.603607712921857] [-1.119486060760764] [1.209193498139656]
Columns 4 through 5
[-0.254055263862905] [-0.704609860301162]
sigma2 =
Columns 1 through 4
[0.455263131935578] [0.175666935920400] [0.109919308614619] [0.150651230956678]
Column 5
[0.168859434598060]
likelihood error: 0.099701
current f = [0 -1.1e-13 -2.8e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.049019616036967] [0.108146878110918] [0.275194482208605] [0.243393582603006]
Column 5
[0.324245441040505]
mu =
Columns 1 through 3
[1.603607712921858] [-1.119486060760764] [1.209193498139656]
Columns 4 through 5
[-0.254055263862906] [-0.704609860301162]
sigma2 =
Columns 1 through 4
[0.455263131935578] [0.175666935920400] [0.109919308614619] [0.150651230956678]
Column 5
[0.168859434598060]
likelihood error: 2.2737e-13
current f = [0 -1.1e-13 -2.8e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.049019616036967] [0.108146878110918] [0.275194482208605] [0.243393582603006]
Column 5
[0.324245441040505]
mu =
Columns 1 through 3
[1.603607712921858] [-1.119486060760764] [1.209193498139656]
Columns 4 through 5
[-0.254055263862906] [-0.704609860301162]
sigma2 =
Columns 1 through 4
[0.455263131935578] [0.175666935920400] [0.109919308614619] [0.150651230956678]
Column 5
[0.168859434598060]
Likelihood error: 0.10481
current f = [1.1e-13 -2.3e-13 -4.3e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.048401404495177] [0.107851205082617] [0.275691713909040] [0.243381391742365]
Column 5
[0.324674284770801]
mu =
Columns 1 through 3
[1.609826966632631] [-1.114504456418669] [1.209346267752544]
Columns 4 through 5
[-0.257162032657899] [-0.703889394526121]
sigma2 =
Columns 1 through 4
[0.454220080755276] [0.176992386002212] [0.110062943190931] [0.152023447565133]
Column 5
[0.171358948312915]
likelihood error: 0.094817
current f = [2.3e-13 -2.3e-13 -5.7e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.048401404495177] [0.107851205082617] [0.275691713909040] [0.243381391742365]
Column 5
[0.324674284770801]
mu =
Columns 1 through 3
[1.609826966632631] [-1.114504456418669] [1.209346267752544]
Columns 4 through 5
[-0.257162032657899] [-0.703889394526121]
sigma2 =
Columns 1 through 4
[0.454220080755276] [0.176992386002212] [0.110062943190931] [0.152023447565133]
Column 5
[0.171358948312915]
likelihood error: 0
current f = [2.3e-13 -2.3e-13 -5.7e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.048401404495177] [0.107851205082617] [0.275691713909040] [0.243381391742365]
Column 5
[0.324674284770801]
mu =
Columns 1 through 3
[1.609826966632631] [-1.114504456418669] [1.209346267752544]
Columns 4 through 5
[-0.257162032657899] [-0.703889394526121]
sigma2 =
Columns 1 through 4
[0.454220080755276] [0.176992386002212] [0.110062943190931] [0.152023447565133]
Column 5
[0.171358948312915]
Likelihood error: 0.099701
current f = [-3.4e-13 4.5e-13 2.8e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.047800360289665] [0.107561641295186] [0.276175317683006] [0.243373938962461]
Column 5
[0.325088741769682]
mu =
Columns 1 through 3
[1.616058533177355] [-1.109552270002103] [1.209488997499189]
Columns 4 through 5
[-0.260235344015641] [-0.703188521530733]
sigma2 =
Columns 1 through 4
[0.453095677401219] [0.178289309813863] [0.110200950292622] [0.153353848395690]
Column 5
[0.173808038388556]
likelihood error: 0.090142
current f = [-4.5e-13 3.4e-13 1.4e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.047800360289665] [0.107561641295186] [0.276175317683006] [0.243373938962461]
Column 5
[0.325088741769682]
mu =
Columns 1 through 3
[1.616058533177356] [-1.109552270002103] [1.209488997499189]
Columns 4 through 5
[-0.260235344015641] [-0.703188521530733]
sigma2 =
Columns 1 through 4
[0.453095677401220] [0.178289309813863] [0.110200950292622] [0.153353848395690]
Column 5
[0.173808038388556]
likelihood error: 2.2737e-13
current f = [-4.5e-13 3.4e-13 1.4e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.047800360289665] [0.107561641295186] [0.276175317683006] [0.243373938962461]
Column 5
[0.325088741769682]
mu =
Columns 1 through 3
[1.616058533177356] [-1.109552270002103] [1.209488997499189]
Columns 4 through 5
[-0.260235344015641] [-0.703188521530733]
sigma2 =
Columns 1 through 4
[0.453095677401220] [0.178289309813863] [0.110200950292622] [0.153353848395690]
Column 5
[0.173808038388556]
Likelihood error: 0.094817
current f = [-2.3e-13 -1.1e-13 -1.4e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.047215571422475] [0.107278306053519] [0.276646268028965] [0.243371224060604]
Column 5
[0.325488630434436]
mu =
Columns 1 through 3
[1.622291128511066] [-1.104632858976959] [1.209623459857032]
Columns 4 through 5
[-0.263272721440111] [-0.702507827485947]
sigma2 =
Columns 1 through 4
[0.451904003504129] [0.179558750233531] [0.110333914648814] [0.154643224669552]
Column 5
[0.176205202942428]
likelihood error: 0.085665
current f = [-2.3e-13 -1.1e-13 -1.4e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.047215571422475] [0.107278306053519] [0.276646268028965] [0.243371224060604]
Column 5
[0.325488630434436]
mu =
Columns 1 through 3
[1.622291128511066] [-1.104632858976959] [1.209623459857032]
Columns 4 through 5
[-0.263272721440111] [-0.702507827485947]
sigma2 =
Columns 1 through 4
[0.451904003504129] [0.179558750233531] [0.110333914648814] [0.154643224669552]
Column 5
[0.176205202942428]
likelihood error: 0
current f = [-2.3e-13 -1.1e-13 -1.4e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.047215571422475] [0.107278306053519] [0.276646268028965] [0.243371224060604]
Column 5
[0.325488630434436]
mu =
Columns 1 through 3
[1.622291128511066] [-1.104632858976959] [1.209623459857032]
Columns 4 through 5
[-0.263272721440111] [-0.702507827485947]
sigma2 =
Columns 1 through 4
[0.451904003504129] [0.179558750233531] [0.110333914648814] [0.154643224669552]
Column 5
[0.176205202942428]
Likelihood error: 0.090142
current f = [8e-13 -8e-13 -8.5e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.046646217527994] [0.107001327151736] [0.277105409057582] [0.243373220769894]
Column 5
[0.325873825492793]
mu =
Columns 1 through 3
[1.628514864802377] [-1.099749592931152] [1.209751191742120]
Columns 4 through 5
[-0.266271756214335] [-0.701847734624282]
sigma2 =
Columns 1 through 4
[0.450657412803497] [0.180801708664950] [0.110462355392878] [0.155892466933597]
Column 5
[0.178549065946596]
likelihood error: 0.081377
current f = [8e-13 -6.8e-13 -8.5e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.046646217527994] [0.107001327151736] [0.277105409057582] [0.243373220769894]
Column 5
[0.325873825492793]
mu =
Columns 1 through 3
[1.628514864802377] [-1.099749592931152] [1.209751191742120]
Columns 4 through 5
[-0.266271756214335] [-0.701847734624282]
sigma2 =
Columns 1 through 4
[0.450657412803497] [0.180801708664950] [0.110462355392878] [0.155892466933597]
Column 5
[0.178549065946596]
likelihood error: 4.5475e-13
current f = [8e-13 -6.8e-13 -8.5e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.046646217527994] [0.107001327151736] [0.277105409057582] [0.243373220769894]
Column 5
[0.325873825492793]
mu =
Columns 1 through 3
[1.628514864802377] [-1.099749592931152] [1.209751191742120]
Columns 4 through 5
[-0.266271756214335] [-0.701847734624282]
sigma2 =
Columns 1 through 4
[0.450657412803497] [0.180801708664950] [0.110462355392878] [0.155892466933597]
Column 5
[0.178549065946596]
Likelihood error: 0.085665
current f = [3.4e-13 -3.4e-13 -4.3e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.046091559512082] [0.106730833317029] [0.277553471393887] [0.243379876565843]
Column 5
[0.326244259211160]
mu =
Columns 1 through 3
[1.634721103099559] [-1.094905807086325] [1.209873521558074]
Columns 4 through 5
[-0.269230146350405] [-0.701208515336021]
sigma2 =
Columns 1 through 4
[0.449366704931416] [0.182019152990411] [0.110586731986697] [0.157102558037282]
Column 5
[0.180838397433811]
likelihood error: 0.07727
current f = [-1.1e-13 1.1e-13 0]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.046091559512082] [0.106730833317029] [0.277553471393887] [0.243379876565843]
Column 5
[0.326244259211160]
mu =
Columns 1 through 3
[1.634721103099559] [-1.094905807086325] [1.209873521558074]
Columns 4 through 5
[-0.269230146350405] [-0.701208515336021]
sigma2 =
Columns 1 through 4
[0.449366704931416] [0.182019152990411] [0.110586731986697] [0.157102558037282]
Column 5
[0.180838397433811]
likelihood error: 0
current f = [-1.1e-13 1.1e-13 0]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.046091559512082] [0.106730833317029] [0.277553471393887] [0.243379876565843]
Column 5
[0.326244259211160]
mu =
Columns 1 through 3
[1.634721103099559] [-1.094905807086325] [1.209873521558074]
Columns 4 through 5
[-0.269230146350405] [-0.701208515336021]
sigma2 =
Columns 1 through 4
[0.449366704931416] [0.182019152990411] [0.110586731986697] [0.157102558037282]
Column 5
[0.180838397433811]
Likelihood error: 0.081377
current f = [-1e-12 9.1e-13 7.1e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.045550930302435] [0.106466947796253] [0.277991087290702] [0.243391113242440]
Column 5
[0.326599921368169]
mu =
Columns 1 through 3
[1.640902318481548] [-1.090104759594485] [1.209991592831235]
Columns 4 through 5
[-0.272145729300603] [-0.700590306597368]
sigma2 =
Columns 1 through 4
[0.448041286747973] [0.183212023183215] [0.110707449827027] [0.158274563640143]
Column 5
[0.183072129402369]
likelihood error: 0.073341
current f = [2.3e-13 -3.4e-13 -5.7e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.045550930302435] [0.106466947796253] [0.277991087290702] [0.243391113242440]
Column 5
[0.326599921368169]
mu =
Columns 1 through 3
[1.640902318481548] [-1.090104759594485] [1.209991592831235]
Columns 4 through 5
[-0.272145729300603] [-0.700590306597368]
sigma2 =
Columns 1 through 4
[0.448041286747973] [0.183212023183215] [0.110707449827027] [0.158274563640143]
Column 5
[0.183072129402369]
likelihood error: 2.2737e-13
current f = [2.3e-13 -3.4e-13 -5.7e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.045550930302435] [0.106466947796253] [0.277991087290702] [0.243391113242440]
Column 5
[0.326599921368169]
mu =
Columns 1 through 3
[1.640902318481548] [-1.090104759594485] [1.209991592831235]
Columns 4 through 5
[-0.272145729300603] [-0.700590306597368]
sigma2 =
Columns 1 through 4
[0.448041286747973] [0.183212023183215] [0.110707449827027] [0.158274563640143]
Column 5
[0.183072129402369]
Likelihood error: 0.07727
current f = [-2.3e-13 1.1e-13 -1.4e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.045023726587035] [0.106209783035177] [0.278418804093434] [0.243406828141747]
Column 5
[0.326940858142606]
mu =
Columns 1 through 3
[1.647051976842548] [-1.085349592941253] [1.210106385054255]
Columns 4 through 5
[-0.275016508565440] [-0.699993124498111]
sigma2 =
Columns 1 through 4
[0.446689321577987] [0.184381234955964] [0.110824865522600] [0.159409620916775]
Column 5
[0.185249367643676]
likelihood error: 0.069582
current f = [-5.7e-13 5.7e-13 2.8e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.045023726587035] [0.106209783035177] [0.278418804093434] [0.243406828141747]
Column 5
[0.326940858142606]
mu =
Columns 1 through 3
[1.647051976842548] [-1.085349592941253] [1.210106385054255]
Columns 4 through 5
[-0.275016508565440] [-0.699993124498112]
sigma2 =
Columns 1 through 4
[0.446689321577988] [0.184381234955964] [0.110824865522600] [0.159409620916775]
Column 5
[0.185249367643676]
likelihood error: 0
current f = [-5.7e-13 5.7e-13 2.8e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.045023726587035] [0.106209783035177] [0.278418804093434] [0.243406828141747]
Column 5
[0.326940858142606]
mu =
Columns 1 through 3
[1.647051976842548] [-1.085349592941253] [1.210106385054255]
Columns 4 through 5
[-0.275016508565440] [-0.699993124498112]
sigma2 =
Columns 1 through 4
[0.446689321577988] [0.184381234955964] [0.110824865522600] [0.159409620916775]
Column 5
[0.185249367643676]
Likelihood error: 0.073341
current f = [5.7e-13 -5.7e-13 -1.1e-13]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.044509401436752] [0.105959436392660] [0.278837096185855] [0.243426895917283]
Column 5
[0.327267170067450]
mu =
Columns 1 through 3
[1.653164422560904] [-1.080643299728356] [1.210218732211605]
Columns 4 through 5
[-0.277840674434614] [-0.699416878634590]
sigma2 =
Columns 1 through 4
[0.445317866709808] [0.185527681792323] [0.110939291835608] [0.160508926077219]
Column 5
[0.187369399747339]
likelihood error: 0.065991
current f = [5.7e-13 -5.7e-13 -1.1e-13]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.044509401436752] [0.105959436392660] [0.278837096185855] [0.243426895917283]
Column 5
[0.327267170067450]
mu =
Columns 1 through 3
[1.653164422560904] [-1.080643299728356] [1.210218732211605]
Columns 4 through 5
[-0.277840674434614] [-0.699416878634590]
sigma2 =
Columns 1 through 4
[0.445317866709808] [0.185527681792323] [0.110939291835608] [0.160508926077219]
Column 5
[0.187369399747339]
likelihood error: 0
current f = [5.7e-13 -5.7e-13 -1.1e-13]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.044509401436752] [0.105959436392660] [0.278837096185855] [0.243426895917283]
Column 5
[0.327267170067450]
mu =
Columns 1 through 3
[1.653164422560904] [-1.080643299728356] [1.210218732211605]
Columns 4 through 5
[-0.277840674434614] [-0.699416878634590]
sigma2 =
Columns 1 through 4
[0.445317866709808] [0.185527681792323] [0.110939291835608] [0.160508926077219]
Column 5
[0.187369399747339]
Likelihood error: 0.069582
current f = [-3.4e-13 4.5e-13 1.4e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.044007457722746] [0.105715986823861] [0.279246375539135] [0.243451170711992]
Column 5
[0.327579009202265]
mu =
Columns 1 through 3
[1.659234776373159] [-1.075988693039969] [1.210329339347452]
Columns 4 through 5
[-0.280616619185969] [-0.698861386145777]
sigma2 =
Columns 1 through 4
[0.443932999544775] [0.186652235683610] [0.111051002285230] [0.161573721260851]
Column 5
[0.189431699567095]
likelihood error: 0.062563
current f = [1.1e-13 0 -2.8e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.044007457722746] [0.105715986823861] [0.279246375539135] [0.243451170711992]
Column 5
[0.327579009202265]
mu =
Columns 1 through 3
[1.659234776373159] [-1.075988693039969] [1.210329339347452]
Columns 4 through 5
[-0.280616619185969] [-0.698861386145777]
sigma2 =
Columns 1 through 4
[0.443932999544775] [0.186652235683610] [0.111051002285230] [0.161573721260851]
Column 5
[0.189431699567095]
likelihood error: 2.2737e-13
current f = [1.1e-13 0 -2.8e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.044007457722746] [0.105715986823861] [0.279246375539135] [0.243451170711992]
Column 5
[0.327579009202265]
mu =
Columns 1 through 3
[1.659234776373159] [-1.075988693039969] [1.210329339347452]
Columns 4 through 5
[-0.280616619185969] [-0.698861386145777]
sigma2 =
Columns 1 through 4
[0.443932999544775] [0.186652235683610] [0.111051002285230] [0.161573721260851]
Column 5
[0.189431699567095]
Likelihood error: 0.065991
current f = [-4.5e-13 2.3e-13 1.4e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.043517442250670] [0.105479492458780] [0.279647000980816] [0.243479488635953]
Column 5
[0.327876575673781]
mu =
Columns 1 through 3
[1.665258842821475] [-1.071388381516681] [1.210438797451439]
Columns 4 through 5
[-0.283342947142369] [-0.698326385193112]
sigma2 =
Columns 1 through 4
[0.442539932822555] [0.187755746865688] [0.111160235414327] [0.162605281293742]
Column 5
[0.191435928455238]
likelihood error: 0.059295
current f = [-1.3e-12 1.1e-12 9.9e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.043517442250670] [0.105479492458780] [0.279647000980816] [0.243479488635953]
Column 5
[0.327876575673781]
mu =
Columns 1 through 3
[1.665258842821474] [-1.071388381516681] [1.210438797451439]
Columns 4 through 5
[-0.283342947142369] [-0.698326385193112]
sigma2 =
Columns 1 through 4
[0.442539932822555] [0.187755746865688] [0.111160235414327] [0.162605281293742]
Column 5
[0.191435928455238]
likelihood error: 4.5475e-13
current f = [-1.3e-12 1.1e-12 9.9e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.043517442250670] [0.105479492458780] [0.279647000980816] [0.243479488635953]
Column 5
[0.327876575673781]
mu =
Columns 1 through 3
[1.665258842821474] [-1.071388381516681] [1.210438797451439]
Columns 4 through 5
[-0.283342947142369] [-0.698326385193112]
sigma2 =
Columns 1 through 4
[0.442539932822555] [0.187755746865688] [0.111160235414327] [0.162605281293742]
Column 5
[0.191435928455238]
Likelihood error: 0.062563
current f = [-1.1e-13 1.1e-13 -1.4e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.043038940542478] [0.105249988995748] [0.280039286295791] [0.243511670436494]
Column 5
[0.328160113729489]
mu =
Columns 1 through 3
[1.671233026673984] [-1.066844749173115] [1.210547596874556]
Columns 4 through 5
[-0.286018480044714] [-0.697811547714541]
sigma2 =
Columns 1 through 4
[0.441143119387242] [0.188839042825040] [0.111267198723400] [0.163604900726150]
Column 5
[0.193381933592154]
likelihood error: 0.056182
current f = [0 0 -4.3e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.043038940542478] [0.105249988995748] [0.280039286295791] [0.243511670436494]
Column 5
[0.328160113729489]
mu =
Columns 1 through 3
[1.671233026673984] [-1.066844749173115] [1.210547596874556]
Columns 4 through 5
[-0.286018480044714] [-0.697811547714541]
sigma2 =
Columns 1 through 4
[0.441143119387242] [0.188839042825040] [0.111267198723400] [0.163604900726150]
Column 5
[0.193381933592154]
likelihood error: 4.5475e-13
current f = [0 0 -4.3e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.043038940542478] [0.105249988995748] [0.280039286295791] [0.243511670436494]
Column 5
[0.328160113729489]
mu =
Columns 1 through 3
[1.671233026673984] [-1.066844749173115] [1.210547596874556]
Columns 4 through 5
[-0.286018480044714] [-0.697811547714541]
sigma2 =
Columns 1 through 4
[0.441143119387242] [0.188839042825040] [0.111267198723400] [0.163604900726150]
Column 5
[0.193381933592154]
Likelihood error: 0.059295
current f = [4.5e-13 -6.8e-13 -8.5e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.042571572203734] [0.105027488824468] [0.280423507267170] [0.243547524263335]
Column 5
[0.328429907441293]
mu =
Columns 1 through 3
[1.677154257738630] [-1.062359939906104] [1.210656139440406]
Columns 4 through 5
[-0.288642258240486] [-0.697316491317587]
sigma2 =
Columns 1 through 4
[0.439746346997255] [0.189902926814958] [0.111372072278586] [0.164573881491482]
Column 5
[0.195269743750273]
likelihood error: 0.053221
current f = [-1.1e-13 -2.3e-13 -2.8e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.042571572203734] [0.105027488824468] [0.280423507267170] [0.243547524263335]
Column 5
[0.328429907441293]
mu =
Columns 1 through 3
[1.677154257738630] [-1.062359939906103] [1.210656139440406]
Columns 4 through 5
[-0.288642258240486] [-0.697316491317587]
sigma2 =
Columns 1 through 4
[0.439746346997255] [0.189902926814958] [0.111372072278586] [0.164573881491482]
Column 5
[0.195269743750273]
likelihood error: 0
current f = [-1.1e-13 -2.3e-13 -2.8e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.042571572203734] [0.105027488824468] [0.280423507267170] [0.243547524263335]
Column 5
[0.328429907441293]
mu =
Columns 1 through 3
[1.677154257738630] [-1.062359939906103] [1.210656139440406]
Columns 4 through 5
[-0.288642258240486] [-0.697316491317587]
sigma2 =
Columns 1 through 4
[0.439746346997255] [0.189902926814958] [0.111372072278586] [0.164573881491482]
Column 5
[0.195269743750273]
Likelihood error: 0.056182
current f = [-2.3e-13 1.1e-13 0]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.042114986820050] [0.104811980790130] [0.280799907760504] [0.243586848443049]
Column 5
[0.328686276186266]
mu =
Columns 1 through 3
[1.683019923506130] [-1.057935846554523] [1.210764749383256]
Columns 4 through 5
[-0.291213538211219] [-0.696840790212034]
sigma2 =
Columns 1 through 4
[0.438352823715598] [0.190948176093538] [0.111475012002854] [0.165513521453548]
Column 5
[0.197099562837984]
likelihood error: 0.050407
current f = [-6.8e-13 6.8e-13 4.3e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.042114986820050] [0.104811980790130] [0.280799907760504] [0.243586848443049]
Column 5
[0.328686276186266]
mu =
Columns 1 through 3
[1.683019923506130] [-1.057935846554523] [1.210764749383256]
Columns 4 through 5
[-0.291213538211219] [-0.696840790212034]
sigma2 =
Columns 1 through 4
[0.438352823715598] [0.190948176093538] [0.111475012002854] [0.165513521453548]
Column 5
[0.197099562837984]
likelihood error: 2.2737e-13
current f = [-6.8e-13 6.8e-13 4.3e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.042114986820050] [0.104811980790130] [0.280799907760504] [0.243586848443049]
Column 5
[0.328686276186266]
mu =
Columns 1 through 3
[1.683019923506130] [-1.057935846554523] [1.210764749383256]
Columns 4 through 5
[-0.291213538211219] [-0.696840790212034]
sigma2 =
Columns 1 through 4
[0.438352823715598] [0.190948176093538] [0.111475012002854] [0.165513521453548]
Column 5
[0.197099562837984]
Likelihood error: 0.053221
current f = [0 0 -4.3e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.041668860331151] [0.104603430509055] [0.281168704950186] [0.243629434189879]
Column 5
[0.328929570019729]
mu =
Columns 1 through 3
[1.688827809069296] [-1.053574104293278] [1.210873683219717]
Columns 4 through 5
[-0.293731786970206] [-0.696383985118250]
sigma2 =
Columns 1 through 4
[0.436965254443786] [0.191975540064864] [0.111576152661705] [0.166425104037814]
Column 5
[0.198871761568776]
likelihood error: 0.047736
current f = [-1.1e-13 3.4e-13 -1.4e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.041668860331151] [0.104603430509055] [0.281168704950186] [0.243629434189879]
Column 5
[0.328929570019729]
mu =
Columns 1 through 3
[1.688827809069296] [-1.053574104293278] [1.210873683219717]
Columns 4 through 5
[-0.293731786970206] [-0.696383985118250]
sigma2 =
Columns 1 through 4
[0.436965254443786] [0.191975540064864] [0.111576152661705] [0.166425104037814]
Column 5
[0.198871761568776]
likelihood error: 2.2737e-13
current f = [-1.1e-13 3.4e-13 -1.4e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.041668860331151] [0.104603430509055] [0.281168704950186] [0.243629434189879]
Column 5
[0.328929570019729]
mu =
Columns 1 through 3
[1.688827809069296] [-1.053574104293278] [1.210873683219717]
Columns 4 through 5
[-0.293731786970206] [-0.696383985118250]
sigma2 =
Columns 1 through 4
[0.436965254443786] [0.191975540064864] [0.111576152661705] [0.166425104037814]
Column 5
[0.198871761568776]
Likelihood error: 0.050407
current f = [1.1e-13 -3.4e-13 -4.3e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.041232891835249] [0.104401781147331] [0.281530093781752] [0.243675068193038]
Column 5
[0.329160165042630]
mu =
Columns 1 through 3
[1.694576043777308] [-1.049276088075608] [1.210983138643614]
Columns 4 through 5
[-0.296196673855266] [-0.695945592120252]
sigma2 =
Columns 1 through 4
[0.435585909181884] [0.192985738474081] [0.111675610556541] [0.167309889076691]
Column 5
[0.200586867594427]
likelihood error: 0.045203
current f = [4.5e-13 -3.4e-13 -7.1e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.041232891835249] [0.104401781147331] [0.281530093781752] [0.243675068193038]
Column 5
[0.329160165042630]
mu =
Columns 1 through 3
[1.694576043777308] [-1.049276088075608] [1.210983138643614]
Columns 4 through 5
[-0.296196673855266] [-0.695945592120252]
sigma2 =
Columns 1 through 4
[0.435585909181884] [0.192985738474081] [0.111675610556541] [0.167309889076691]
Column 5
[0.200586867594427]
likelihood error: 2.2737e-13
current f = [4.5e-13 -3.4e-13 -7.1e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.041232891835249] [0.104401781147331] [0.281530093781752] [0.243675068193038]
Column 5
[0.329160165042630]
mu =
Columns 1 through 3
[1.694576043777308] [-1.049276088075608] [1.210983138643614]
Columns 4 through 5
[-0.296196673855266] [-0.695945592120252]
sigma2 =
Columns 1 through 4
[0.435585909181884] [0.192985738474081] [0.111675610556541] [0.167309889076691]
Column 5
[0.200586867594427]
Likelihood error: 0.047736
current f = [-1.1e-13 0 -2.8e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.040806800780155] [0.104206954576731] [0.281884250758165] [0.243723535033611]
Column 5
[0.329378458851337]
mu =
Columns 1 through 3
[1.700263054095241] [-1.045042913781931] [1.211093262521654]
Columns 4 through 5
[-0.298608060222508] [-0.695525110462251]
sigma2 =
Columns 1 through 4
[0.434216683607685] [0.193979459776686] [0.111773485940462] [0.168169104940153]
Column 5
[0.202245554428927]
likelihood error: 0.042805
current f = [-3.4e-13 1.1e-13 -2.8e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.040806800780155] [0.104206954576731] [0.281884250758165] [0.243723535033611]
Column 5
[0.329378458851337]
mu =
Columns 1 through 3
[1.700263054095241] [-1.045042913781931] [1.211093262521654]
Columns 4 through 5
[-0.298608060222508] [-0.695525110462251]
sigma2 =
Columns 1 through 4
[0.434216683607685] [0.193979459776686] [0.111773485940462] [0.168169104940153]
Column 5
[0.202245554428927]
likelihood error: 2.2737e-13
current f = [-3.4e-13 1.1e-13 -2.8e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.040806800780155] [0.104206954576731] [0.281884250758165] [0.243723535033611]
Column 5
[0.329378458851337]
mu =
Columns 1 through 3
[1.700263054095241] [-1.045042913781931] [1.211093262521654]
Columns 4 through 5
[-0.298608060222508] [-0.695525110462251]
sigma2 =
Columns 1 through 4
[0.434216683607685] [0.193979459776686] [0.111773485940462] [0.168169104940153]
Column 5
[0.202245554428927]
Likelihood error: 0.045203
current f = [3.4e-13 -6.8e-13 -7.1e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.040390324500967] [0.104018852826667] [0.282231337132250] [0.243774619396472]
Column 5
[0.329584866143643]
mu =
Columns 1 through 3
[1.705887522152925] [-1.040875442691017] [1.211204158059083]
Columns 4 through 5
[-0.300965987518107] [-0.695122029312821]
sigma2 =
Columns 1 through 4
[0.432859152570695] [0.194957359773088] [0.111869865172568] [0.169003941972194]
Column 5
[0.203848629472792]
likelihood error: 0.040535
current f = [1.1e-13 -1.1e-13 -4.3e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.040390324500967] [0.104018852826667] [0.282231337132250] [0.243774619396472]
Column 5
[0.329584866143643]
mu =
Columns 1 through 3
[1.705887522152925] [-1.040875442691017] [1.211204158059084]
Columns 4 through 5
[-0.300965987518107] [-0.695122029312821]
sigma2 =
Columns 1 through 4
[0.432859152570695] [0.194957359773088] [0.111869865172568] [0.169003941972194]
Column 5
[0.203848629472792]
likelihood error: 2.2737e-13
current f = [1.1e-13 -1.1e-13 -4.3e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.040390324500967] [0.104018852826667] [0.282231337132250] [0.243774619396472]
Column 5
[0.329584866143643]
mu =
Columns 1 through 3
[1.705887522152925] [-1.040875442691017] [1.211204158059084]
Columns 4 through 5
[-0.300965987518107] [-0.695122029312821]
sigma2 =
Columns 1 through 4
[0.432859152570695] [0.194957359773088] [0.111869865172568] [0.169003941972194]
Column 5
[0.203848629472792]
Likelihood error: 0.042805
current f = [-6.8e-13 6.8e-13 4.3e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.039983216067351] [0.103837359756719] [0.282571501581110] [0.243828108054034]
Column 5
[0.329779814540787]
mu =
Columns 1 through 3
[1.711448349483002] [-1.036774288860839] [1.211315891198904]
Columns 4 through 5
[-0.303270664168435] [-0.694735833541548]
sigma2 =
Columns 1 through 4
[0.431514617091293] [0.195920060572055] [0.111964822627780] [0.169815547211170]
Column 5
[0.205397021426261]
likelihood error: 0.03839
current f = [0 -1.1e-13 -1.4e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.039983216067351] [0.103837359756719] [0.282571501581110] [0.243828108054034]
Column 5
[0.329779814540787]
mu =
Columns 1 through 3
[1.711448349483002] [-1.036774288860839] [1.211315891198905]
Columns 4 through 5
[-0.303270664168435] [-0.694735833541548]
sigma2 =
Columns 1 through 4
[0.431514617091293] [0.195920060572055] [0.111964822627780] [0.169815547211170]
Column 5
[0.205397021426261]
likelihood error: 0
current f = [0 -1.1e-13 -1.4e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.039983216067351] [0.103837359756719] [0.282571501581110] [0.243828108054034]
Column 5
[0.329779814540787]
mu =
Columns 1 through 3
[1.711448349483002] [-1.036774288860839] [1.211315891198905]
Columns 4 through 5
[-0.303270664168435] [-0.694735833541548]
sigma2 =
Columns 1 through 4
[0.431514617091293] [0.195920060572055] [0.111964822627780] [0.169815547211170]
Column 5
[0.205397021426261]
Likelihood error: 0.040535
current f = [1.1e-13 -2.3e-13 -4.3e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.039585242406434] [0.103662342881066] [0.282904882431958] [0.243883791608746]
Column 5
[0.329963740671794]
mu =
Columns 1 through 3
[1.716944625466661] [-1.032739828991550] [1.211428496314077]
Columns 4 through 5
[-0.305522451686911] [-0.694366008568990]
sigma2 =
Columns 1 through 4
[0.430184145443371] [0.196868149921704] [0.112058422379935] [0.170605020338110]
Column 5
[0.206891767355450]
likelihood error: 0.036364
current f = [3.4e-13 -2.3e-13 -5.7e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.039585242406434] [0.103662342881066] [0.282904882431958] [0.243883791608746]
Column 5
[0.329963740671794]
mu =
Columns 1 through 3
[1.716944625466661] [-1.032739828991550] [1.211428496314077]
Columns 4 through 5
[-0.305522451686911] [-0.694366008568990]
sigma2 =
Columns 1 through 4
[0.430184145443371] [0.196868149921704] [0.112058422379935] [0.170605020338110]
Column 5
[0.206891767355450]
likelihood error: 0
current f = [3.4e-13 -2.3e-13 -5.7e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.039585242406434] [0.103662342881066] [0.282904882431958] [0.243883791608746]
Column 5
[0.329963740671794]
mu =
Columns 1 through 3
[1.716944625466661] [-1.032739828991550] [1.211428496314077]
Columns 4 through 5
[-0.305522451686911] [-0.694366008568990]
sigma2 =
Columns 1 through 4
[0.430184145443371] [0.196868149921704] [0.112058422379935] [0.170605020338110]
Column 5
[0.206891767355450]
Likelihood error: 0.03839
current f = [1.1e-13 -2.3e-13 -4.3e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.039196182670160] [0.103493655283609] [0.283231609502289] [0.243941465990045]
Column 5
[0.330137086553898]
mu =
Columns 1 through 3
[1.722375600026248] [-1.028772214340706] [1.211541981249196]
Columns 4 through 5
[-0.307721850350665] [-0.694012044362226]
sigma2 =
Columns 1 through 4
[0.428868608880369] [0.197802180924638] [0.112150719676201] [0.171373410771141]
Column 5
[0.208333999648845]
likelihood error: 0.034451
current f = [4.5e-13 -6.8e-13 -7.1e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.039196182670160] [0.103493655283609] [0.283231609502289] [0.243941465990045]
Column 5
[0.330137086553898]
mu =
Columns 1 through 3
[1.722375600026248] [-1.028772214340706] [1.211541981249196]
Columns 4 through 5
[-0.307721850350665] [-0.694012044362226]
sigma2 =
Columns 1 through 4
[0.428868608880369] [0.197802180924638] [0.112150719676201] [0.171373410771141]
Column 5
[0.208333999648845]
likelihood error: 2.2737e-13
current f = [4.5e-13 -6.8e-13 -7.1e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.039196182670160] [0.103493655283609] [0.283231609502289] [0.243941465990045]
Column 5
[0.330137086553898]
mu =
Columns 1 through 3
[1.722375600026248] [-1.028772214340706] [1.211541981249196]
Columns 4 through 5
[-0.307721850350665] [-0.694012044362226]
sigma2 =
Columns 1 through 4
[0.428868608880369] [0.197802180924638] [0.112150719676201] [0.171373410771141]
Column 5
[0.208333999648845]
Likelihood error: 0.036364
current f = [2.3e-13 -3.4e-13 -5.7e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.038815826818679] [0.103331137570391] [0.283551805610892] [0.244000933708734]
Column 5
[0.330300296291303]
mu =
Columns 1 through 3
[1.727740660127220] [-1.024871384269930] [1.211656331765712]
Columns 4 through 5
[-0.309869484753499] [-0.693673438655579]
sigma2 =
Columns 1 through 4
[0.427568712541378] [0.198722672135101] [0.112241762220999] [0.172121715805746]
Column 5
[0.209724933073369]
likelihood error: 0.032647
current f = [6.8e-13 -8e-13 -8.5e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.038815826818679] [0.103331137570391] [0.283551805610892] [0.244000933708734]
Column 5
[0.330300296291303]
mu =
Columns 1 through 3
[1.727740660127220] [-1.024871384269930] [1.211656331765712]
Columns 4 through 5
[-0.309869484753499] [-0.693673438655579]
sigma2 =
Columns 1 through 4
[0.427568712541378] [0.198722672135101] [0.112241762220999] [0.172121715805746]
Column 5
[0.209724933073369]
likelihood error: 2.2737e-13
current f = [6.8e-13 -8e-13 -8.5e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.038815826818679] [0.103331137570391] [0.283551805610892] [0.244000933708734]
Column 5
[0.330300296291303]
mu =
Columns 1 through 3
[1.727740660127220] [-1.024871384269930] [1.211656331765712]
Columns 4 through 5
[-0.309869484753499] [-0.693673438655579]
sigma2 =
Columns 1 through 4
[0.427568712541378] [0.198722672135101] [0.112241762220999] [0.172121715805746]
Column 5
[0.209724933073369]
Likelihood error: 0.034451
current f = [4.5e-13 -4.5e-13 -5.7e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.038443974393940] [0.103174619813826] [0.283865587810041] [0.244062004877713]
Column 5
[0.330453813104480]
mu =
Columns 1 through 3
[1.733039309676706] [-1.021037081020610] [1.211771515442519]
Columns 4 through 5
[-0.311966089495282] [-0.693349699479651]
sigma2 =
Columns 1 through 4
[0.426285022046523] [0.199630108020645] [0.112331591287356] [0.172850879688831]
Column 5
[0.211065852110496]
likelihood error: 0.030946
current f = [4.5e-13 -4.5e-13 -5.7e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.038443974393940] [0.103174619813826] [0.283865587810041] [0.244062004877713]
Column 5
[0.330453813104480]
mu =
Columns 1 through 3
[1.733039309676706] [-1.021037081020610] [1.211771515442519]
Columns 4 through 5
[-0.311966089495282] [-0.693349699479651]
sigma2 =
Columns 1 through 4
[0.426285022046523] [0.199630108020645] [0.112331591287356] [0.172850879688831]
Column 5
[0.211065852110496]
likelihood error: 0
current f = [4.5e-13 -4.5e-13 -5.7e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.038443974393940] [0.103174619813826] [0.283865587810041] [0.244062004877713]
Column 5
[0.330453813104480]
mu =
Columns 1 through 3
[1.733039309676706] [-1.021037081020610] [1.211771515442519]
Columns 4 through 5
[-0.311966089495282] [-0.693349699479651]
sigma2 =
Columns 1 through 4
[0.426285022046523] [0.199630108020645] [0.112331591287356] [0.172850879688831]
Column 5
[0.211065852110496]
Likelihood error: 0.032647
current f = [4.5e-13 -5.7e-13 -7.1e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.038080433460074] [0.103023923450969] [0.284173068383251] [0.244124498012394]
Column 5
[0.330598076693312]
mu =
Columns 1 through 3
[1.738271152432415] [-1.017268865342476] [1.211887485081629]
Columns 4 through 5
[-0.314012495223171] [-0.693040347082387]
sigma2 =
Columns 1 through 4
[0.425017986260367] [0.200524939758892] [0.112420242673201] [0.173561793508657]
Column 5
[0.212358098724351]
likelihood error: 0.029344
current f = [4.5e-13 -5.7e-13 -7.1e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.038080433460074] [0.103023923450969] [0.284173068383251] [0.244124498012394]
Column 5
[0.330598076693312]
mu =
Columns 1 through 3
[1.738271152432415] [-1.017268865342476] [1.211887485081629]
Columns 4 through 5
[-0.314012495223171] [-0.693040347082387]
sigma2 =
Columns 1 through 4
[0.425017986260367] [0.200524939758892] [0.112420242673201] [0.173561793508657]
Column 5
[0.212358098724351]
likelihood error: 0
current f = [4.5e-13 -5.7e-13 -7.1e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.038080433460074] [0.103023923450969] [0.284173068383251] [0.244124498012394]
Column 5
[0.330598076693312]
mu =
Columns 1 through 3
[1.738271152432415] [-1.017268865342476] [1.211887485081629]
Columns 4 through 5
[-0.314012495223171] [-0.693040347082387]
sigma2 =
Columns 1 through 4
[0.425017986260367] [0.200524939758892] [0.112420242673201] [0.173561793508657]
Column 5
[0.212358098724351]
Likelihood error: 0.030946
current f = [-1.1e-13 0 -1.4e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.037725019689529] [0.102878863105459] [0.284474355647409] [0.244188240627510]
Column 5
[0.330733520930093]
mu =
Columns 1 through 3
[1.743435877562933] [-1.013566132630922] [1.212004181666392]
Columns 4 through 5
[-0.316009615197838] [-0.692744915323838]
sigma2 =
Columns 1 through 4
[0.423767956669533] [0.201407586331269] [0.112507747519434] [0.174255295781505]
Column 5
[0.213603060685949]
likelihood error: 0.027835
current f = [-1.1e-13 0 -1.4e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.037725019689529] [0.102878863105459] [0.284474355647409] [0.244188240627510]
Column 5
[0.330733520930093]
mu =
Columns 1 through 3
[1.743435877562933] [-1.013566132630922] [1.212004181666392]
Columns 4 through 5
[-0.316009615197838] [-0.692744915323838]
sigma2 =
Columns 1 through 4
[0.423767956669533] [0.201407586331269] [0.112507747519434] [0.174255295781505]
Column 5
[0.213603060685949]
likelihood error: 0
current f = [-1.1e-13 0 -1.4e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.037725019689529] [0.102878863105459] [0.284474355647409] [0.244188240627510]
Column 5
[0.330733520930093]
mu =
Columns 1 through 3
[1.743435877562933] [-1.013566132630922] [1.212004181666392]
Columns 4 through 5
[-0.316009615197838] [-0.692744915323838]
sigma2 =
Columns 1 through 4
[0.423767956669533] [0.201407586331269] [0.112507747519434] [0.174255295781505]
Column 5
[0.213603060685949]
Likelihood error: 0.029344
current f = [-5.7e-13 4.5e-13 2.8e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.037377555576050] [0.102739248309573] [0.284769554592977] [0.244253069649072]
Column 5
[0.330860571872327]
mu =
Columns 1 through 3
[1.748533247528342] [-1.009928129264802] [1.212121536917320]
Columns 4 through 5
[-0.317958432519045] [-0.692462952622408]
sigma2 =
Columns 1 through 4
[0.422535203786844] [0.202278435869923] [0.112594133005786] [0.174932173618769]
Column 5
[0.214802160551331]
likelihood error: 0.026414
current f = [-2.3e-13 3.4e-13 1.4e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.037377555576050] [0.102739248309573] [0.284769554592977] [0.244253069649072]
Column 5
[0.330860571872327]
mu =
Columns 1 through 3
[1.748533247528342] [-1.009928129264801] [1.212121536917320]
Columns 4 through 5
[-0.317958432519045] [-0.692462952622408]
sigma2 =
Columns 1 through 4
[0.422535203786844] [0.202278435869923] [0.112594133005786] [0.174932173618769]
Column 5
[0.214802160551331]
likelihood error: 2.2737e-13
current f = [-2.3e-13 3.4e-13 1.4e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.037377555576050] [0.102739248309573] [0.284769554592977] [0.244253069649072]
Column 5
[0.330860571872327]
mu =
Columns 1 through 3
[1.748533247528342] [-1.009928129264801] [1.212121536917320]
Columns 4 through 5
[-0.317958432519045] [-0.692462952622408]
sigma2 =
Columns 1 through 4
[0.422535203786844] [0.202278435869923] [0.112594133005786] [0.174932173618769]
Column 5
[0.214802160551331]
Likelihood error: 0.027835
current f = [5.7e-13 -4.5e-13 -7.1e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.037037869757700] [0.102604885109119] [0.285058767391190] [0.244318831661438]
Column 5
[0.330979646080553]
mu =
Columns 1 through 3
[1.753563087977939] [-1.006353968874793] [1.212239475488041]
Columns 4 through 5
[-0.319859988109816] [-0.692194022525062]
sigma2 =
Columns 1 through 4
[0.421319930960003] [0.203137847211054] [0.112679422939493] [0.175593164363862]
Column 5
[0.215956845366806]
likelihood error: 0.025076
current f = [1e-12 -1e-12 -1.1e-13]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.037037869757700] [0.102604885109119] [0.285058767391190] [0.244318831661438]
Column 5
[0.330979646080553]
mu =
Columns 1 through 3
[1.753563087977940] [-1.006353968874793] [1.212239475488042]
Columns 4 through 5
[-0.319859988109816] [-0.692194022525063]
sigma2 =
Columns 1 through 4
[0.421319930960003] [0.203137847211054] [0.112679422939493] [0.175593164363862]
Column 5
[0.215956845366806]
likelihood error: 2.2737e-13
current f = [1e-12 -1e-12 -1.1e-13]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.037037869757700] [0.102604885109119] [0.285058767391190] [0.244318831661438]
Column 5
[0.330979646080553]
mu =
Columns 1 through 3
[1.753563087977940] [-1.006353968874793] [1.212239475488042]
Columns 4 through 5
[-0.319859988109816] [-0.692194022525063]
sigma2 =
Columns 1 through 4
[0.421319930960003] [0.203137847211054] [0.112679422939493] [0.175593164363862]
Column 5
[0.215956845366806]
Likelihood error: 0.026414
current f = [-5.7e-13 3.4e-13 2.8e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.036705796434953] [0.102475577539365] [0.285342093792964] [0.244385383009849]
Column 5
[0.331091149222869]
mu =
Columns 1 through 3
[1.758525279389410] [-1.002842648311314] [1.212357916841166]
Columns 4 through 5
[-0.321715369527407] [-0.691937703967704]
sigma2 =
Columns 1 through 4
[0.420122285928648] [0.203986151607154] [0.112763638250760] [0.176238957596274]
Column 5
[0.217068577151985]
likelihood error: 0.023817
current f = [0 0 -1.4e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.036705796434953] [0.102475577539365] [0.285342093792964] [0.244385383009849]
Column 5
[0.331091149222869]
mu =
Columns 1 through 3
[1.758525279389410] [-1.002842648311314] [1.212357916841166]
Columns 4 through 5
[-0.321715369527407] [-0.691937703967704]
sigma2 =
Columns 1 through 4
[0.420122285928648] [0.203986151607154] [0.112763638250760] [0.176238957596274]
Column 5
[0.217068577151985]
likelihood error: 2.2737e-13
current f = [0 0 -1.4e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.036705796434953] [0.102475577539365] [0.285342093792964] [0.244385383009849]
Column 5
[0.331091149222869]
mu =
Columns 1 through 3
[1.758525279389410] [-1.002842648311314] [1.212357916841166]
Columns 4 through 5
[-0.321715369527407] [-0.691937703967704]
sigma2 =
Columns 1 through 4
[0.420122285928648] [0.203986151607154] [0.112763638250760] [0.176238957596274]
Column 5
[0.217068577151985]
Likelihood error: 0.025076
current f = [-1.1e-13 -2.3e-13 -4.3e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.036381174870695] [0.102351128965089] [0.285619631440362] [0.244452589778470]
Column 5
[0.331195474945384]
mu =
Columns 1 through 3
[1.763419750200719] [-0.999393063119539] [1.212476776841040]
Columns 4 through 5
[-0.323525700642364] [-0.691693591285191]
sigma2 =
Columns 1 through 4
[0.418942370440268] [0.204823654551830] [0.112846797407836] [0.176870197409429]
Column 5
[0.218138824191167]
likelihood error: 0.022633
current f = [4.5e-13 -6.8e-13 -9.9e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.036381174870695] [0.102351128965089] [0.285619631440362] [0.244452589778470]
Column 5
[0.331195474945384]
mu =
Columns 1 through 3
[1.763419750200719] [-0.999393063119539] [1.212476776841040]
Columns 4 through 5
[-0.323525700642364] [-0.691693591285191]
sigma2 =
Columns 1 through 4
[0.418942370440268] [0.204823654551830] [0.112846797407836] [0.176870197409429]
Column 5
[0.218138824191167]
likelihood error: 0
current f = [4.5e-13 -6.8e-13 -9.9e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.036381174870695] [0.102351128965089] [0.285619631440362] [0.244452589778470]
Column 5
[0.331195474945384]
mu =
Columns 1 through 3
[1.763419750200719] [-0.999393063119539] [1.212476776841040]
Columns 4 through 5
[-0.323525700642364] [-0.691693591285191]
sigma2 =
Columns 1 through 4
[0.418942370440268] [0.204823654551830] [0.112846797407836] [0.176870197409429]
Column 5
[0.218138824191167]
Likelihood error: 0.023817
current f = [0 -1.1e-13 -4.3e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.036063848960543] [0.102231343281863] [0.285891476108133] [0.244520327663232]
Column 5
[0.331293003986228]
mu =
Columns 1 through 3
[1.768246471211712] [-0.996004022366060] [1.212595969097513]
Columns 4 through 5
[-0.325292132204042] [-0.691461294023579]
sigma2 =
Columns 1 through 4
[0.417780248203189] [0.205650637673547] [0.112928916763378] [0.177487484879206]
Column 5
[0.219169053145937]
likelihood error: 0.021518
current f = [3.4e-13 -1.1e-13 -7.1e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.036063848960543] [0.102231343281863] [0.285891476108133] [0.244520327663232]
Column 5
[0.331293003986228]
mu =
Columns 1 through 3
[1.768246471211712] [-0.996004022366060] [1.212595969097513]
Columns 4 through 5
[-0.325292132204042] [-0.691461294023579]
sigma2 =
Columns 1 through 4
[0.417780248203189] [0.205650637673547] [0.112928916763378] [0.177487484879206]
Column 5
[0.219169053145937]
likelihood error: 2.2737e-13
current f = [3.4e-13 -1.1e-13 -7.1e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.036063848960543] [0.102231343281863] [0.285891476108133] [0.244520327663232]
Column 5
[0.331293003986228]
mu =
Columns 1 through 3
[1.768246471211712] [-0.996004022366060] [1.212595969097513]
Columns 4 through 5
[-0.325292132204042] [-0.691461294023579]
sigma2 =
Columns 1 through 4
[0.417780248203189] [0.205650637673547] [0.112928916763378] [0.177487484879206]
Column 5
[0.219169053145937]
Likelihood error: 0.022633
current f = [1.1e-13 -1.1e-13 -4.3e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.035753666863348] [0.102116025979119] [0.286157721889865] [0.244588481757599]
Column 5
[0.331384103510070]
mu =
Columns 1 through 3
[1.773005451057144] [-0.992674262696298] [1.212715406091867]
Columns 4 through 5
[-0.327015833291916] [-0.691240436600221]
sigma2 =
Columns 1 through 4
[0.416635951424262] [0.206467360658339] [0.113010010842592] [0.178091380650473]
Column 5
[0.220160721986557]
likelihood error: 0.020468
current f = [9.1e-13 -9.1e-13 -1.3e-13]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.035753666863348] [0.102116025979119] [0.286157721889865] [0.244588481757599]
Column 5
[0.331384103510070]
mu =
Columns 1 through 3
[1.773005451057144] [-0.992674262696298] [1.212715406091867]
Columns 4 through 5
[-0.327015833291916] [-0.691240436600221]
sigma2 =
Columns 1 through 4
[0.416635951424262] [0.206467360658339] [0.113010010842592] [0.178091380650473]
Column 5
[0.220160721986557]
likelihood error: 2.2737e-13
current f = [9.1e-13 -9.1e-13 -1.3e-13]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.035753666863348] [0.102116025979119] [0.286157721889865] [0.244588481757599]
Column 5
[0.331384103510070]
mu =
Columns 1 through 3
[1.773005451057144] [-0.992674262696298] [1.212715406091867]
Columns 4 through 5
[-0.327015833291916] [-0.691240436600221]
sigma2 =
Columns 1 through 4
[0.416635951424262] [0.206467360658339] [0.113010010842592] [0.178091380650473]
Column 5
[0.220160721986557]
Likelihood error: 0.021518
current f = [-8e-13 5.7e-13 4.3e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.035450480683089] [0.102004985068278] [0.286418461340725] [0.244656946267992]
Column 5
[0.331469126639916]
mu =
Columns 1 through 3
[1.777696732575881] [-0.989402461533659] [1.212835000113265]
Columns 4 through 5
[-0.328697983636512] [-0.691030657850931]
sigma2 =
Columns 1 through 4
[0.415509486149994] [0.207274063166011] [0.113090092582507] [0.178682407579365]
Column 5
[0.221115273726949]
likelihood error: 0.01948
current f = [3.4e-13 -5.7e-13 -7.1e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.035450480683089] [0.102004985068278] [0.286418461340725] [0.244656946267992]
Column 5
[0.331469126639916]
mu =
Columns 1 through 3
[1.777696732575881] [-0.989402461533659] [1.212835000113265]
Columns 4 through 5
[-0.328697983636512] [-0.691030657850931]
sigma2 =
Columns 1 through 4
[0.415509486149994] [0.207274063166011] [0.113090092582507] [0.178682407579365]
Column 5
[0.221115273726949]
likelihood error: 0
current f = [3.4e-13 -5.7e-13 -7.1e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.035450480683089] [0.102004985068278] [0.286418461340725] [0.244656946267992]
Column 5
[0.331469126639916]
mu =
Columns 1 through 3
[1.777696732575881] [-0.989402461533659] [1.212835000113265]
Columns 4 through 5
[-0.328697983636512] [-0.691030657850931]
sigma2 =
Columns 1 through 4
[0.415509486149994] [0.207274063166011] [0.113090092582507] [0.178682407579365]
Column 5
[0.221115273726949]
Likelihood error: 0.020468
current f = [-3.4e-13 2.3e-13 1.4e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.035154146194521] [0.101898031881349] [0.286673785586583] [0.244725624174060]
Column 5
[0.331548412163488]
mu =
Columns 1 through 3
[1.782320389922639] [-0.986187249359790] [1.212954664031189]
Columns 4 through 5
[-0.330339766781561] [-0.690831610497154]
sigma2 =
Columns 1 through 4
[0.414400836603078] [0.208070966709247] [0.113169173530614] [0.179261053379103]
Column 5
[0.222034130937513]
likelihood error: 0.01855
current f = [-3.4e-13 4.5e-13 2.8e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.035154146194521] [0.101898031881349] [0.286673785586583] [0.244725624174060]
Column 5
[0.331548412163488]
mu =
Columns 1 through 3
[1.782320389922639] [-0.986187249359790] [1.212954664031189]
Columns 4 through 5
[-0.330339766781562] [-0.690831610497154]
sigma2 =
Columns 1 through 4
[0.414400836603079] [0.208070966709247] [0.113169173530614] [0.179261053379103]
Column 5
[0.222034130937513]
likelihood error: 4.5475e-13
current f = [-3.4e-13 4.5e-13 2.8e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.035154146194521] [0.101898031881349] [0.286673785586583] [0.244725624174060]
Column 5
[0.331548412163488]
mu =
Columns 1 through 3
[1.782320389922639] [-0.986187249359790] [1.212954664031189]
Columns 4 through 5
[-0.330339766781562] [-0.690831610497154]
sigma2 =
Columns 1 through 4
[0.414400836603079] [0.208070966709247] [0.113169173530614] [0.179261053379103]
Column 5
[0.222034130937513]
Likelihood error: 0.01948
current f = [-5.7e-13 5.7e-13 4.3e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.034864522606006] [0.101794981747009] [0.286923784407402] [0.244794426847334]
Column 5
[0.331622284392249]
mu =
Columns 1 through 3
[1.786876526288568] [-0.983027221040487] [1.213074311926756]
Columns 4 through 5
[-0.331942364049665] [-0.690642960560571]
sigma2 =
Columns 1 through 4
[0.413309968681530] [0.208858276470069] [0.113247264010074] [0.179827773226468]
Column 5
[0.222918691001702]
likelihood error: 0.017673
current f = [1.1e-13 0 -2.8e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.034864522606006] [0.101794981747009] [0.286923784407402] [0.244794426847334]
Column 5
[0.331622284392249]
mu =
Columns 1 through 3
[1.786876526288568] [-0.983027221040486] [1.213074311926756]
Columns 4 through 5
[-0.331942364049665] [-0.690642960560571]
sigma2 =
Columns 1 through 4
[0.413309968681530] [0.208858276470069] [0.113247264010074] [0.179827773226468]
Column 5
[0.222918691001702]
likelihood error: 2.2737e-13
current f = [1.1e-13 0 -2.8e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.034864522606006] [0.101794981747009] [0.286923784407402] [0.244794426847334]
Column 5
[0.331622284392249]
mu =
Columns 1 through 3
[1.786876526288568] [-0.983027221040486] [1.213074311926756]
Columns 4 through 5
[-0.331942364049665] [-0.690642960560571]
sigma2 =
Columns 1 through 4
[0.413309968681530] [0.208858276470069] [0.113247264010074] [0.179827773226468]
Column 5
[0.222918691001702]
Likelihood error: 0.01855
current f = [-2.3e-13 2.3e-13 0]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.034581472353891] [0.101695654552320] [0.287168546301236] [0.244863273640200]
Column 5
[0.331691053152354]
mu =
Columns 1 through 3
[1.791365272115107] [-0.979920946183289] [1.213193859603137]
Columns 4 through 5
[-0.333506949266914] [-0.690464386747430]
sigma2 =
Columns 1 through 4
[0.412236832765122] [0.209636183033101] [0.113324373257695] [0.180382992294726]
Column 5
[0.223770322075910]
likelihood error: 0.016848
current f = [-2.3e-13 2.3e-13 0]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.034581472353891] [0.101695654552320] [0.287168546301236] [0.244863273640200]
Column 5
[0.331691053152354]
mu =
Columns 1 through 3
[1.791365272115107] [-0.979920946183289] [1.213193859603137]
Columns 4 through 5
[-0.333506949266914] [-0.690464386747430]
sigma2 =
Columns 1 through 4
[0.412236832765122] [0.209636183033101] [0.113324373257695] [0.180382992294726]
Column 5
[0.223770322075910]
likelihood error: 0
current f = [-2.3e-13 2.3e-13 0]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.034581472353891] [0.101695654552320] [0.287168546301236] [0.244863273640200]
Column 5
[0.331691053152354]
mu =
Columns 1 through 3
[1.791365272115107] [-0.979920946183289] [1.213193859603137]
Columns 4 through 5
[-0.333506949266914] [-0.690464386747430]
sigma2 =
Columns 1 through 4
[0.412236832765122] [0.209636183033101] [0.113324373257695] [0.180382992294726]
Column 5
[0.223770322075910]
Likelihood error: 0.017673
current f = [6.8e-13 -6.8e-13 -7.1e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.034304860923606] [0.101599875198931] [0.287408158533827] [0.244932091455489]
Column 5
[0.331755013888147]
mu =
Columns 1 through 3
[1.795786783702069] [-0.976866978531068] [1.213313224992994]
Columns 4 through 5
[-0.335034684197361] [-0.690295579820539]
sigma2 =
Columns 1 through 4
[0.411181365953383] [0.210404864019837] [0.113400509539974] [0.180927108186490]
Column 5
[0.224590359707646]
likelihood error: 0.01607
current f = [3.4e-13 -2.3e-13 -5.7e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.034304860923606] [0.101599875198931] [0.287408158533827] [0.244932091455489]
Column 5
[0.331755013888147]
mu =
Columns 1 through 3
[1.795786783702069] [-0.976866978531068] [1.213313224992994]
Columns 4 through 5
[-0.335034684197361] [-0.690295579820539]
sigma2 =
Columns 1 through 4
[0.411181365953383] [0.210404864019837] [0.113400509539974] [0.180927108186490]
Column 5
[0.224590359707646]
likelihood error: 2.2737e-13
current f = [3.4e-13 -2.3e-13 -5.7e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.034304860923606] [0.101599875198931] [0.287408158533827] [0.244932091455489]
Column 5
[0.331755013888147]
mu =
Columns 1 through 3
[1.795786783702069] [-0.976866978531068] [1.213313224992994]
Columns 4 through 5
[-0.335034684197361] [-0.690295579820539]
sigma2 =
Columns 1 through 4
[0.411181365953383] [0.210404864019837] [0.113400509539974] [0.180927108186490]
Column 5
[0.224590359707646]
Likelihood error: 0.016848
current f = [-1.4e-12 1.4e-12 1.1e-13]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.034034556693394] [0.101507473963025] [0.287642707177693] [0.245000814305537]
Column 5
[0.331814447860351]
mu =
Columns 1 through 3
[1.800141242125865] [-0.973863864410756] [1.213432328478649]
Columns 4 through 5
[-0.336526714635429] [-0.690136241972862]
sigma2 =
Columns 1 through 4
[0.410143493841146] [0.211164485612511] [0.113475680251700] [0.181460493246893]
Column 5
[0.225380104063950]
likelihood error: 0.015337
current f = [-1.4e-12 1.4e-12 1.1e-13]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.034034556693394] [0.101507473963025] [0.287642707177693] [0.245000814305537]
Column 5
[0.331814447860351]
mu =
Columns 1 through 3
[1.800141242125865] [-0.973863864410756] [1.213432328478649]
Columns 4 through 5
[-0.336526714635429] [-0.690136241972862]
sigma2 =
Columns 1 through 4
[0.410143493841146] [0.211164485612511] [0.113475680251700] [0.181460493246893]
Column 5
[0.225380104063950]
likelihood error: 0
current f = [-1.4e-12 1.4e-12 1.1e-13]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.034034556693394] [0.101507473963025] [0.287642707177693] [0.245000814305537]
Column 5
[0.331814447860351]
mu =
Columns 1 through 3
[1.800141242125865] [-0.973863864410756] [1.213432328478649]
Columns 4 through 5
[-0.336526714635429] [-0.690136241972862]
sigma2 =
Columns 1 through 4
[0.410143493841146] [0.211164485612511] [0.113475680251700] [0.181460493246893]
Column 5
[0.225380104063950]
Likelihood error: 0.01607
current f = [-9.1e-13 9.1e-13 5.7e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.033770430797182] [0.101418286768361] [0.287872277143729] [0.245069382868079]
Column 5
[0.331869622422650]
mu =
Columns 1 through 3
[1.804428852396753] [-0.970910150268459] [1.213551093138600]
Columns 4 through 5
[-0.337984167103139] [-0.689986086213453]
sigma2 =
Columns 1 through 4
[0.409123131921379] [0.211915203960202] [0.113549892000816] [0.181983496743375]
Column 5
[0.226140817720393]
likelihood error: 0.014645
current f = [-8e-13 9.1e-13 5.7e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.033770430797182] [0.101418286768361] [0.287872277143729] [0.245069382868079]
Column 5
[0.331869622422650]
mu =
Columns 1 through 3
[1.804428852396753] [-0.970910150268459] [1.213551093138600]
Columns 4 through 5
[-0.337984167103139] [-0.689986086213453]
sigma2 =
Columns 1 through 4
[0.409123131921379] [0.211915203960202] [0.113549892000816] [0.181983496743375]
Column 5
[0.226140817720393]
likelihood error: 0
current f = [-8e-13 9.1e-13 5.7e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.033770430797182] [0.101418286768361] [0.287872277143729] [0.245069382868079]
Column 5
[0.331869622422650]
mu =
Columns 1 through 3
[1.804428852396753] [-0.970910150268459] [1.213551093138600]
Columns 4 through 5
[-0.337984167103139] [-0.689986086213453]
sigma2 =
Columns 1 through 4
[0.409123131921379] [0.211915203960202] [0.113549892000816] [0.181983496743375]
Column 5
[0.226140817720393]
Likelihood error: 0.015337
current f = [8e-13 -9.1e-13 -1.1e-13]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.033512357003658] [0.101332155381654] [0.288096952207581] [0.245137744045117]
Column 5
[0.331920791361989]
mu =
Columns 1 through 3
[1.808649842795981] [-0.968004389331333] [1.213669444932266]
Columns 4 through 5
[-0.339408146099039] [-0.689844835773588]
sigma2 =
Columns 1 through 4
[0.408120186690657] [0.212657166463259] [0.113623150682659] [0.182496446903465]
Column 5
[0.226873723960499]
likelihood error: 0.013992
current f = [1.1e-13 -2.3e-13 -2.8e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.033512357003658] [0.101332155381654] [0.288096952207581] [0.245137744045117]
Column 5
[0.331920791361989]
mu =
Columns 1 through 3
[1.808649842795981] [-0.968004389331333] [1.213669444932266]
Columns 4 through 5
[-0.339408146099039] [-0.689844835773588]
sigma2 =
Columns 1 through 4
[0.408120186690657] [0.212657166463259] [0.113623150682659] [0.182496446903465]
Column 5
[0.226873723960499]
likelihood error: 0
current f = [1.1e-13 -2.3e-13 -2.8e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.033512357003658] [0.101332155381654] [0.288096952207581] [0.245137744045117]
Column 5
[0.331920791361989]
mu =
Columns 1 through 3
[1.808649842795981] [-0.968004389331333] [1.213669444932266]
Columns 4 through 5
[-0.339408146099039] [-0.689844835773588]
sigma2 =
Columns 1 through 4
[0.408120186690657] [0.212657166463259] [0.113623150682659] [0.182496446903465]
Column 5
[0.226873723960499]
Likelihood error: 0.014645
current f = [5.7e-13 -5.7e-13 -8.5e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.033260211609086] [0.101248927539239] [0.288316815032491] [0.245205850529715]
Column 5
[0.331968195289469]
mu =
Columns 1 through 3
[1.812804464343685] [-0.965145147443458] [1.213787312833097]
Columns 4 through 5
[-0.340799731846682] [-0.689712223538661]
sigma2 =
Columns 1 through 4
[0.407134556520115] [0.213390512935173] [0.113695461546023] [0.182999652806177]
Column 5
[0.227580005535874]
likelihood error: 0.013375
current f = [-2.3e-13 2.3e-13 -1.4e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.033260211609086] [0.101248927539239] [0.288316815032491] [0.245205850529715]
Column 5
[0.331968195289469]
mu =
Columns 1 through 3
[1.812804464343685] [-0.965145147443458] [1.213787312833097]
Columns 4 through 5
[-0.340799731846682] [-0.689712223538661]
sigma2 =
Columns 1 through 4
[0.407134556520115] [0.213390512935173] [0.113695461546023] [0.182999652806177]
Column 5
[0.227580005535874]
likelihood error: 2.2737e-13
current f = [-2.3e-13 2.3e-13 -1.4e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.033260211609086] [0.101248927539239] [0.288316815032491] [0.245205850529715]
Column 5
[0.331968195289469]
mu =
Columns 1 through 3
[1.812804464343685] [-0.965145147443458] [1.213787312833097]
Columns 4 through 5
[-0.340799731846682] [-0.689712223538661]
sigma2 =
Columns 1 through 4
[0.407134556520115] [0.213390512935173] [0.113695461546023] [0.182999652806177]
Column 5
[0.227580005535874]
Likelihood error: 0.013992
current f = [1.1e-13 -1.1e-13 -5.7e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.033013873341774] [0.101168457013535] [0.288531947189812] [0.245273660384637]
Column 5
[0.332012062070241]
mu =
Columns 1 through 3
[1.816892990357591] [-0.962331008127679] [1.213904628918826]
Columns 4 through 5
[-0.342159978492302] [-0.689587991509510]
sigma2 =
Columns 1 through 4
[0.406166132343757] [0.214115376643527] [0.113766829253071] [0.183493406126153]
Column 5
[0.228260803838619]
likelihood error: 0.012793
current f = [0 0 -1.4e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.033013873341774] [0.101168457013535] [0.288531947189812] [0.245273660384637]
Column 5
[0.332012062070241]
mu =
Columns 1 through 3
[1.816892990357591] [-0.962331008127679] [1.213904628918827]
Columns 4 through 5
[-0.342159978492302] [-0.689587991509510]
sigma2 =
Columns 1 through 4
[0.406166132343757] [0.214115376643527] [0.113766829253070] [0.183493406126153]
Column 5
[0.228260803838619]
likelihood error: 0
current f = [0 0 -1.4e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.033013873341774] [0.101168457013535] [0.288531947189812] [0.245273660384637]
Column 5
[0.332012062070241]
mu =
Columns 1 through 3
[1.816892990357591] [-0.962331008127679] [1.213904628918827]
Columns 4 through 5
[-0.342159978492302] [-0.689587991509510]
sigma2 =
Columns 1 through 4
[0.406166132343757] [0.214115376643527] [0.113766829253070] [0.183493406126153]
Column 5
[0.228260803838619]
Likelihood error: 0.013375
current f = [1.1e-13 -3.4e-13 -4.3e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.032773223276454] [0.101090603627356] [0.288742429178081] [0.245341136635869]
Column 5
[0.332052607282241]
mu =
Columns 1 through 3
[1.820915716070020] [-0.959560576928204] [1.214021328426234]
Columns 4 through 5
[-0.343489912703589] [-0.689471890295290]
sigma2 =
Columns 1 through 4
[0.405214798206667] [0.214831885233683] [0.113837257934620] [0.183977982732476]
Column 5
[0.228917218439410]
likelihood error: 0.012243
current f = [-1.1e-13 0 -1.4e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.032773223276454] [0.101090603627356] [0.288742429178081] [0.245341136635869]
Column 5
[0.332052607282241]
mu =
Columns 1 through 3
[1.820915716070020] [-0.959560576928205] [1.214021328426234]
Columns 4 through 5
[-0.343489912703589] [-0.689471890295290]
sigma2 =
Columns 1 through 4
[0.405214798206667] [0.214831885233683] [0.113837257934620] [0.183977982732476]
Column 5
[0.228917218439410]
likelihood error: 0
current f = [-1.1e-13 0 -1.4e-14]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.032773223276454] [0.101090603627356] [0.288742429178081] [0.245341136635869]
Column 5
[0.332052607282241]
mu =
Columns 1 through 3
[1.820915716070020] [-0.959560576928205] [1.214021328426234]
Columns 4 through 5
[-0.343489912703589] [-0.689471890295290]
sigma2 =
Columns 1 through 4
[0.405214798206667] [0.214831885233683] [0.113837257934620] [0.183977982732476]
Column 5
[0.228917218439410]
Likelihood error: 0.012793
current f = [6.8e-13 -6.8e-13 -1.1e-13]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.032538144757116] [0.101015233223491] [0.288948340441184] [0.245408246883251]
Column 5
[0.332090034694957]
mu =
Columns 1 through 3
[1.824872958277537] [-0.956832485090201] [1.214137349776761]
Columns 4 through 5
[-0.344790532624208] [-0.689363678638831]
sigma2 =
Columns 1 through 4
[0.404280431707594] [0.215540161540476] [0.113906751242023] [0.184453644146286]
Column 5
[0.229550306946967]
likelihood error: 0.011722
current f = [6.8e-13 -6.8e-13 -1.1e-13]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.032538144757116] [0.101015233223491] [0.288948340441184] [0.245408246883251]
Column 5
[0.332090034694957]
mu =
Columns 1 through 3
[1.824872958277537] [-0.956832485090201] [1.214137349776761]
Columns 4 through 5
[-0.344790532624208] [-0.689363678638831]
sigma2 =
Columns 1 through 4
[0.404280431707594] [0.215540161540476] [0.113906751242023] [0.184453644146286]
Column 5
[0.229550306946967]
likelihood error: 0
current f = [6.8e-13 -6.8e-13 -1.1e-13]
w =
0.678387974365104
-0.731360822148410
-0.070007885721633
pic =
Columns 1 through 4
[0.032538144757116] [0.101015233223491] [0.288948340441184] [0.245408246883251]
Column 5
[0.332090034694957]
mu =
Columns 1 through 3
[1.824872958277537] [-0.956832485090201] [1.214137349776761]
Columns 4 through 5
[-0.344790532624208] [-0.689363678638831]
sigma2 =
Columns 1 through 4
[0.404280431707594] [0.215540161540476] [0.113906751242023] [0.184453644146286]
Column 5
[0.229550306946967]
Likelihood error: 0.012243
(5) 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 Passed check on each row of M_calc!! sign flipping! sign flipping! sign flipping! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!! forming aligned component 1 forming aligned component 2 forming aligned component 3 Passed check on each row of M_calc!!
end