R6 Class Representing PosteriorBVAR

The class PosteriorBVAR contains posterior output and the specification including the last MCMC draw for the BVAR model. Note that due to the thinning of the MCMC output the starting value in element last_draw might not be equal to the last draw provided in element posterior.

Public fields

last_draw

an object of class BVAR with the last draw of the current MCMC run as the starting value to be passed to the continuation of the MCMC estimation using estimate().

posterior

a list containing Bayesian estimation output collected in elements A, Sigma, and V.

Methods

Public methods

• specify_posterior_bvar$new()

• specify_posterior_bvar$get_posterior()

• specify_posterior_bvar$get_last_draw()

• specify_posterior_bvar$clone()

---

Method new()

Create a new posterior output PosteriorBVAR.

Usage

specify_posterior_bvar$new(specification_bvar, posterior_bvar)

Arguments

specification_bvar

an object of class BVAR with the last draw of the current MCMC run as the starting value.

posterior_bvar

a list containing Bayesian estimation output collected in elements A, Sigma, and V.

Returns

A posterior output PosteriorBVAR.

---

Method get_posterior()

Returns a list containing Bayesian estimation output collected in elements A, Sigma, and V.

Usage

specify_posterior_bvar$get_posterior()

Examples

spec = specify_bvar$new(us_macro_chan)
post = estimate(spec, 5)
post$get_posterior()

---

Method get_last_draw()

Returns an object of class BVAR with the last draw of the current MCMC run as the starting value to be passed to the continuation of the MCMC estimation using estimate().

Usage

specify_posterior_bvar$get_last_draw()

Examples

spec = specify_bvar$new(us_macro_chan)
burn = estimate(spec, 5)
post = estimate(burn, 5)

---

Method clone()

The objects of this class are cloneable with this method.

Usage

specify_posterior_bvar$clone(deep = FALSE)

Arguments

deep

Whether to make a deep clone.

Examples

# This is a function that is used within estimate()
spec = specify_bvar$new(us_macro_chan)
post = estimate(spec, 5)
#> **************************************************|
#> bvars: Forecasting with Large                     |
#>        Bayesian Vector Autoregressions            |
#> **************************************************|
#>  Gibbs sampler for the BVAR model                 |
#> **************************************************|
#>  Progress of the MCMC simulation for 5 draws
#>     Every draw is saved via MCMC thinning
#>  Press Esc to interrupt the computations
#> **************************************************|
class(post)
#> [1] "PosteriorBVAR" "R6"           


## ------------------------------------------------
## Method `specify_posterior_bvar$get_posterior`
## ------------------------------------------------

spec = specify_bvar$new(us_macro_chan)
post = estimate(spec, 5)
#> **************************************************|
#> bvars: Forecasting with Large                     |
#>        Bayesian Vector Autoregressions            |
#> **************************************************|
#>  Gibbs sampler for the BVAR model                 |
#> **************************************************|
#>  Progress of the MCMC simulation for 5 draws
#>     Every draw is saved via MCMC thinning
#>  Press Esc to interrupt the computations
#> **************************************************|
post$get_posterior()
#> $A
#> , , 1
#> 
#>                [,1]         [,2]         [,3]         [,4]         [,5]
#>  [1,]  0.2012612698 -0.115841243 -0.284012155  0.130263925  0.040199830
#>  [2,] -0.0375040713  0.533556407  0.440677504  0.045643958  0.240994801
#>  [3,]  0.0207785240 -0.165875172  0.972226742  0.029333490 -0.008406424
#>  [4,] -0.1079364315  0.094403712 -0.249199109  0.617671324  0.090399340
#>  [5,] -0.1058302026  0.030569081  0.161620148  0.022473606  0.178334925
#>  [6,] -0.1745605761 -0.217818188 -0.335726126  0.038524510  0.004780939
#>  [7,] -0.3966490213  0.083162406 -0.098133866  0.264559972  0.096567871
#>  [8,]  0.0080679103  0.007455809 -0.006362642 -0.003247598  0.002128837
#>  [9,] -0.0003318209  0.003862153 -0.023017794  0.003604820  0.005229366
#> [10,] -0.0315427471  0.218800331  1.067727957  0.157212301  0.489884993
#> [11,] -0.0726073312 -0.013209821  0.245071593  0.036950108  0.165273866
#> [12,] -0.1895577572  0.177025707 -0.038724983  0.111499090  0.063341838
#> [13,]  0.3053731160  0.522457381 -0.675083411 -0.146130980  0.046545183
#> [14,] -0.0275644389 -0.017382611  0.091599113 -0.003074175 -0.001336854
#> [15,] -2.1699603980  0.788803356 -1.273676155  0.651584884  0.244496651
#> [16,] -0.0839337593 -0.060899245 -0.014507622  0.037630781  0.019581363
#> [17,] -0.1464786993 -0.207404835 -0.204968956  0.051277813  0.178114047
#> [18,] -0.2532456757 -0.350349430 -0.260127947 -0.014248979  0.169892503
#> [19,] -0.3327213761 -0.098587646 -0.371053174  0.138132583  0.063249060
#> [20,] -0.0461199156 -0.249102974 -0.431877289 -0.112409104  0.114044975
#>               [,6]         [,7]        [,8]        [,9]         [,10]
#>  [1,]  0.232488840  0.018059635  0.80408074  2.48991787 -0.0636745819
#>  [2,]  0.018013763 -0.023729970  0.09527019 -0.06791502 -0.0474183768
#>  [3,]  0.023793071 -0.033630713 -0.11758458 -0.06685919  0.0345871070
#>  [4,]  0.012002842 -0.108460159  0.65575416  1.76271624  0.0030393251
#>  [5,]  0.225705811 -0.125896398  0.27627307  2.29119916  0.0361932519
#>  [6,]  0.242813801 -0.145740892  0.33272934  3.10493110 -0.0595426244
#>  [7,]  0.400283047  0.296836060  1.39767655  3.36873551 -0.0428224354
#>  [8,] -0.026291583 -0.002825173  0.89364558 -0.22091330 -0.0088863481
#>  [9,]  0.002529430 -0.002319268  0.01491711  1.00009518  0.0005335483
#> [10,]  0.126554555 -0.061551568  0.49444988 -0.29984356  0.1838521937
#> [11,]  0.006527078 -0.027804143  0.10354511  0.28914278 -0.0332380240
#> [12,]  0.070765565 -0.049457567  0.09360567  1.78576792 -0.1215806635
#> [13,] -0.200240800 -0.047445008  0.86427593  0.66333538  0.0062019643
#> [14,]  0.044724089 -0.019193006  0.02867567  0.07833921  0.0150343257
#> [15,]  3.299249980  0.496224022  2.96920013  1.22053757 -0.0966115230
#> [16,]  0.101937065 -0.016169459  0.34928648  0.95267909 -0.0083770587
#> [17,]  0.325951223 -0.106145447  1.03311725  3.24406152  0.1077792594
#> [18,]  0.423850691 -0.158048767  1.51727045  5.52946682  0.1019247800
#> [19,]  0.098779056  0.064609342  0.70276347  2.58700947 -0.0557179010
#> [20,] -0.123649182  0.084241337  0.63062715  1.43645526  0.0492490403
#>              [,11]         [,12]        [,13]        [,14]        [,15]
#>  [1,] -0.149404275  0.2183287838 -0.165880149  0.038698219 -0.008038927
#>  [2,] -0.012156473  0.0861898979  0.026572207 -0.479812297 -0.009318196
#>  [3,]  0.148085894  0.0130012856  0.017642439  0.007034605 -0.001408487
#>  [4,]  0.005894077  0.0111694523 -0.165829906  0.113657411 -0.009917171
#>  [5,]  0.207690533  0.1208115473 -0.093945022 -0.117025843  0.023956982
#>  [6,]  0.154318394  0.0362998497 -0.111870170  0.135655598  0.066640019
#>  [7,] -0.466670026 -0.0646080231 -0.209792466 -0.144378790  0.063127482
#>  [8,]  0.031627203  0.0047503683  0.009254419  0.016662943 -0.002985608
#>  [9,] -0.003739394 -0.0002064832 -0.003734505  0.013685132  0.001108505
#> [10,]  0.044274377  0.0940732273 -0.181979022 -1.524329310 -0.019020191
#> [11,]  0.667366198  0.0859911895  0.006822858 -0.299050301  0.005464238
#> [12,]  0.519164030  0.2460157436  0.002213967 -0.158693899  0.034854751
#> [13,] -0.222287843 -0.0664409475  0.524607257  0.416931624 -0.029754269
#> [14,] -0.010832004  0.0262341317  0.013287981  0.874609805  0.001833326
#> [15,] -1.153160414  0.3526893676 -0.454658222  0.612872935  0.386105173
#> [16,] -0.028447325  0.0511198575 -0.057785971 -0.044273337  0.011491396
#> [17,] -0.359427844  0.0884677330 -0.089627021 -0.121686523  0.020858433
#> [18,] -0.313200227  0.1647771881 -0.119051270 -0.263734733  0.033464192
#> [19,] -0.162661649  0.2185836051 -0.138220301  0.060360682 -0.005007547
#> [20,] -0.277316105  0.1911515321 -0.196920717  0.293223167 -0.029487825
#>              [,16]        [,17]         [,18]         [,19]         [,20]
#>  [1,]  0.360248017 -0.064711772  0.0077298698 -0.2625007127  0.0746317748
#>  [2,] -0.109217636 -0.025515700  0.0753570633 -0.0187397048 -0.0004060452
#>  [3,]  0.064381429  0.014960159  0.0432884679  0.0008047508  0.0099230575
#>  [4,]  0.111084121  0.168949495 -0.1283519408  0.1441295878  0.0255116193
#>  [5,]  0.396732962 -0.011010627  0.0685664690  0.0594758360  0.0549922940
#>  [6,]  0.517903286 -0.034291506 -0.0346152922  0.0185295698  0.0648704539
#>  [7,]  0.580042672 -0.203353070  0.2332922652 -0.1024409341  0.2429080106
#>  [8,] -0.090039314  0.007829053 -0.0079270710  0.0156089671 -0.0152856971
#>  [9,]  0.009253149 -0.008512942  0.0005327006 -0.0008433688  0.0021157063
#> [10,] -0.276964951 -0.073530358  0.2186934019  0.1193960690 -0.0785066850
#> [11,] -0.011400009 -0.031317217  0.0424089252  0.0223926274  0.0064173107
#> [12,]  0.183828181 -0.033080337 -0.0211185785  0.0349803273  0.0364688823
#> [13,] -0.014303658  0.325189570 -0.3571831722  0.1004274863 -0.0085379174
#> [14,]  0.075470099 -0.023075520  0.0237392698  0.0204732006  0.0043762787
#> [15,]  0.296472249 -0.104465882  0.1373859814 -0.9007023464  0.4613093082
#> [16,]  0.810309548 -0.023584164  0.0428299605 -0.0183382746  0.0597603087
#> [17,]  0.399051484  0.513530594  0.1053236850  0.0013393940  0.1146708796
#> [18,]  0.700864949 -0.455488516  0.7963347783  0.0539020529  0.1284737778
#> [19,]  0.179815578  0.080516027 -0.2056115328  0.1464283969  0.0313791502
#> [20,]  0.388987573 -0.243460116 -0.0601259359 -0.2055387564  0.3875301609
#>             [,21]
#>  [1,] -17.1577176
#>  [2,]  -2.1435731
#>  [3,]  -2.3165141
#>  [4,] -15.0067245
#>  [5,] -17.9869024
#>  [6,] -16.7006755
#>  [7,] -32.6354963
#>  [8,]   2.2443981
#>  [9,]   0.3001351
#> [10,]  -6.7148059
#> [11,]  -3.0185653
#> [12,]  -9.6876096
#> [13,]  -4.4606523
#> [14,]  -0.8138893
#> [15,] -33.3018691
#> [16,]  -9.4358213
#> [17,]  -9.0725372
#> [18,] -11.4672091
#> [19,] -12.7493530
#> [20,]   5.3183823
#> 
#> , , 2
#> 
#>               [,1]         [,2]        [,3]          [,4]          [,5]
#>  [1,]  0.331516428  0.243510226 -0.20834392  0.1182111385  0.0475534056
#>  [2,] -0.249660213  0.503567833  0.30112508 -0.0416606226  0.0921714861
#>  [3,]  0.027440850 -0.086186344  0.85569509  0.0147974887  0.0002237385
#>  [4,] -0.074474963  0.229027023  0.32037480  0.5996373388  0.0048888209
#>  [5,] -0.315054907  0.159510335  0.05806600  0.0633380762  0.2480498951
#>  [6,] -0.152239051  0.165691010 -0.45146738  0.1194138309  0.1116270925
#>  [7,] -0.205895864  0.312679062 -0.58364289  0.2663895186  0.2128683648
#>  [8,] -0.004414235  0.004943537  0.01092431 -0.0008282228 -0.0064751370
#>  [9,] -0.008974712  0.003871852 -0.01570677  0.0073718967 -0.0034469422
#> [10,] -0.433946725  0.003646159  0.58621780 -0.1545237788  0.2287922572
#> [11,] -0.179886664 -0.108531825  0.22048534 -0.0168375235  0.0534379203
#> [12,] -0.134881386  0.266257713 -0.12552813  0.1259439508  0.0248293115
#> [13,]  0.303324967  0.252175246 -0.40856518 -0.0453320727 -0.1661777958
#> [14,]  0.002312921  0.018893139  0.03916826  0.0012153697  0.0006586983
#> [15,] -1.318073960  1.560334248 -0.54194470  0.6808187283  0.0006069266
#> [16,] -0.080402647 -0.121038394 -0.09269714  0.0624621670  0.0113352335
#> [17,] -0.030228410  0.114060207 -0.51897349  0.1163473897  0.0850200587
#> [18,] -0.116363631 -0.052480692 -0.63350461  0.1223722729  0.1550625090
#> [19,] -0.069783413  0.360323344 -0.27670301  0.0590247260  0.0809206849
#> [20,] -0.025434134  0.167338825 -0.33692100 -0.0208649941  0.0591546234
#>               [,6]          [,7]        [,8]       [,9]        [,10]
#>  [1,]  0.126592920  0.0400470699  0.60914618  3.7100971 -0.045616081
#>  [2,] -0.007250621  0.0105088802  0.09149216  0.5222262 -0.022407438
#>  [3,]  0.010985573  0.0081149802 -0.05563513  0.4613350  0.019524810
#>  [4,]  0.197150540 -0.1166985680  0.93255887  2.7664433 -0.099299760
#>  [5,]  0.065817965 -0.0272589658  0.62209926  2.3235577 -0.033230442
#>  [6,]  0.355924520 -0.1255122411  0.16218167  2.4436662 -0.040488726
#>  [7,]  0.269993906  0.4427617427  0.67051840  3.2841238 -0.134517862
#>  [8,] -0.016591879 -0.0096550323  0.90606331 -0.3108614 -0.006212984
#>  [9,]  0.013961789 -0.0037155268  0.02173465  1.0179754 -0.003073086
#> [10,]  0.266880785 -0.1730629899  1.01614911  2.5081314  0.271370877
#> [11,] -0.044102623  0.0020967494  0.12670603  0.4881071 -0.005519357
#> [12,]  0.140455674 -0.0528491333  0.04105762  0.7871241 -0.114073937
#> [13,]  0.172823340 -0.0456424565  1.06146859  1.3135070 -0.044294911
#> [14,] -0.026428869 -0.0051353529  0.03693840  0.2398849  0.012193223
#> [15,]  2.057293358  0.7878899662  1.79066025  8.9451445 -0.319892943
#> [16,]  0.122605954 -0.0007148494  0.17782379  0.6389734  0.028228498
#> [17,]  0.231647548 -0.1268462813  0.61164870  3.9016834  0.026024761
#> [18,]  0.179508984 -0.2019814924  0.98197699  5.6314689  0.015891092
#> [19,]  0.029868571  0.0668750534  0.09156926  2.6889358 -0.149224662
#> [20,]  0.269743481 -0.3631038478  1.11585075  1.8777472  0.179700004
#>              [,11]        [,12]        [,13]         [,14]        [,15]
#>  [1,] -0.327507837 -0.102944709 -0.102374794  0.0982356267 -0.049123394
#>  [2,] -0.011984639  0.154228680  0.033456756 -0.2199199678 -0.017465130
#>  [3,]  0.110845022  0.025709928  0.020010016  0.1539936104 -0.008409467
#>  [4,]  0.059066703  0.020075210 -0.081961343 -0.6749822852 -0.002749196
#>  [5,]  0.280399488  0.006785085 -0.099620512 -0.0466687088 -0.011301864
#>  [6,] -0.171889859 -0.109409203 -0.075174765  0.3938404775  0.036786234
#>  [7,] -0.194894817 -0.343739702 -0.213125958  0.2870123587 -0.036573213
#>  [8,]  0.010471284  0.029166662  0.007854332  0.0097053067  0.001011440
#>  [9,]  0.002491282 -0.001961583 -0.004643363  0.0075681896  0.001458415
#> [10,]  0.175165126  0.185622240 -0.157335790 -0.9697449476 -0.042143408
#> [11,]  0.706797242  0.115483870  0.016905170 -0.1944300755 -0.008267947
#> [12,]  0.470727518  0.169071005  0.027560027  0.1050730887  0.016164161
#> [13,]  0.297389078  0.151205529  0.556751723 -0.0178619836 -0.063224050
#> [14,] -0.034394597  0.039856309  0.007199739  0.9319195707 -0.008127300
#> [15,] -0.733349086 -0.870490094 -0.229113867  0.0513067101  0.197564751
#> [16,]  0.110055980 -0.040784948 -0.045792803  0.0797554292 -0.004600258
#> [17,] -0.002288315 -0.128232241 -0.041590017  0.0880173295 -0.017087953
#> [18,]  0.087263730 -0.190557188 -0.047994274 -0.0005600481 -0.022991885
#> [19,] -0.261762104 -0.053760309 -0.075597161  0.1361004999 -0.038542697
#> [20,] -0.911073317  0.212755486 -0.307080886  0.1554671252  0.071886378
#>              [,16]         [,17]        [,18]         [,19]         [,20]
#>  [1,]  0.106511042  0.0221207183  0.026015976 -0.1839974529  0.0592743113
#>  [2,]  0.295818532  0.0072071326  0.014235390  0.1852486025 -0.0259051896
#>  [3,]  0.003269329  0.0654291893 -0.031945949  0.0044113541  0.0110162956
#>  [4,]  0.036511083  0.0678290704 -0.061023505  0.0728255882  0.0155411148
#>  [5,]  0.264640633  0.1266086755  0.042790749  0.1651975256  0.0526880925
#>  [6,]  0.303316828 -0.0524570213  0.001098009  0.0027823138  0.0259387239
#>  [7,] -0.122062097  0.1820911010 -0.027541211 -0.0950563572  0.2169607859
#>  [8,] -0.059906264  0.0010429723 -0.001996968  0.0113458889 -0.0055073038
#>  [9,]  0.009495059  0.0005274167 -0.001360075 -0.0007098919  0.0022484535
#> [10,]  0.325592245  0.2150784790  0.003560917  0.3950491854 -0.1054935387
#> [11,]  0.207571286 -0.0018199620  0.025939683  0.1348491306 -0.0161517410
#> [12,] -0.158611126  0.1779952724 -0.058318134  0.0029151481 -0.0243661317
#> [13,]  0.102515111  0.1788602318 -0.200578529 -0.0094182562 -0.0773168850
#> [14,]  0.053428796  0.0090209358 -0.006496204  0.0257853547  0.0079434397
#> [15,] -0.762439649  0.1827844087  0.072839582 -0.9516622287  0.5646265069
#> [16,]  0.746798809  0.0525031564 -0.002969804  0.0030769307  0.0514527356
#> [17,] -0.116658272  0.8926430093 -0.052825384  0.0510745463  0.1238111621
#> [18,]  0.192288847  0.0378018039  0.595605381  0.2082997146  0.1024208782
#> [19,] -0.230460927 -0.0311187241 -0.020674974  0.1457200944 -0.0005798732
#> [20,]  0.998929634 -0.4760662754  0.116149112 -0.2706892191  0.3411654474
#>             [,21]
#>  [1,] -30.4604118
#>  [2,]  -4.9029200
#>  [3,]  -5.4262024
#>  [4,] -20.9470212
#>  [5,] -26.0869760
#>  [6,] -14.2890641
#>  [7,] -33.7501011
#>  [8,]   2.7744888
#>  [9,]  -0.2053339
#> [10,] -31.6550138
#> [11,]  -4.9140913
#> [12,] -11.9214907
#> [13,] -11.7401474
#> [14,]  -2.1093814
#> [15,] -87.7536908
#> [16,]  -8.1754771
#> [17,] -22.3785250
#> [18,] -24.1184267
#> [19,] -14.2487046
#> [20,]   1.0766800
#> 
#> , , 3
#> 
#>                [,1]          [,2]         [,3]          [,4]         [,5]
#>  [1,]  0.1863645651 -0.2625422188 -0.450393280  0.0701266649  0.142810262
#>  [2,] -0.0620338244  0.5873958811  0.590780801  0.0798147660  0.033867114
#>  [3,]  0.0146820764 -0.1010632272  0.849463394 -0.0014208450  0.020087979
#>  [4,] -0.0726571261 -0.2499246457  0.109385235  0.5949120509  0.180071069
#>  [5,] -0.0028371766  0.0859576287  0.142271100  0.1071204967  0.169279988
#>  [6,] -0.1103750147 -0.3116224042 -0.404194675  0.0496233570  0.125652433
#>  [7,] -0.1807076164 -0.1125961282 -0.730864441  0.2593428726  0.108988081
#>  [8,] -0.0009907533  0.0183643665  0.009284285  0.0001067174 -0.003017757
#>  [9,]  0.0016035318 -0.0016476443 -0.018551642  0.0002488616  0.003654266
#> [10,] -0.1974252440 -0.2144689995  1.304835600  0.1122451335  0.138017152
#> [11,] -0.0188832979 -0.0406936013  0.425017079  0.0352095207  0.012696863
#> [12,] -0.0320501629  0.1628421456 -0.071421698  0.1209896786  0.001768040
#> [13,]  0.1020131940  0.1041173697 -0.092879636 -0.0547133924 -0.052475819
#> [14,]  0.0137582722  0.0498005838  0.059613851  0.0183420448  0.018214455
#> [15,] -2.0730702032  0.0174194735 -1.462082162  0.2871289701  0.216887757
#> [16,] -0.0090202338 -0.1232407699 -0.168790391  0.0232405659  0.053938597
#> [17,] -0.0854402428 -0.0006058752 -0.151494300  0.1072681106  0.077847661
#> [18,] -0.1452961716 -0.1198448344 -0.179352101  0.1031413807  0.132518947
#> [19,] -0.5024523405 -0.2018934811 -0.332709657  0.1101906428  0.109083366
#> [20,] -0.1905906453 -0.3705083235  0.787259399 -0.6004245377 -0.052882235
#>               [,6]          [,7]          [,8]        [,9]         [,10]
#>  [1,] -0.069681177  1.318256e-01  0.2598387437  2.17951658 -0.0334701835
#>  [2,]  0.118244124 -2.406039e-02 -0.0742405559 -0.45781870 -0.0024639649
#>  [3,]  0.033934667  5.942542e-03 -0.1676355626 -0.08390815  0.0092264037
#>  [4,] -0.093669203 -6.504111e-02  0.7876006813  1.66952606 -0.0003099765
#>  [5,]  0.002803715 -1.568187e-02  0.1280970581  1.43734517 -0.0123464188
#>  [6,]  0.135346392  3.529309e-02  0.0997657050  1.73802017 -0.0770640553
#>  [7,]  0.097154932  6.072526e-01  0.2723139643  1.68691675 -0.1781717918
#>  [8,] -0.010683059 -1.384470e-02  0.9265294415 -0.17581849 -0.0070706805
#>  [9,] -0.002819106  1.868554e-03  0.0002335606  1.00159232  0.0012976531
#> [10,]  0.354401709  4.171570e-02 -0.0667513378 -2.67449816  0.4411226504
#> [11,]  0.044681715 -1.096807e-02  0.0712095412  0.36723932  0.0054956453
#> [12,] -0.108839425  3.042724e-02 -0.2691820427  0.21067622 -0.1753809794
#> [13,] -0.007214168 -5.661076e-02  1.1553666875  0.17630942  0.1039763411
#> [14,] -0.021567230  1.235905e-05 -0.0423487783 -0.18410237  0.0053449118
#> [15,]  2.305393243  7.088011e-01  0.8433397708  2.93186168 -0.1239245112
#> [16,]  0.014667569  4.028605e-02  0.1023903560  0.57988222 -0.0341712373
#> [17,]  0.070747410  5.287868e-02  0.2958347823  2.97825037 -0.0304201366
#> [18,] -0.092867464  3.527628e-02  0.5734705212  4.85559098 -0.0320669313
#> [19,] -0.073187838  1.449856e-01 -0.0281645789  2.09585089 -0.0850779722
#> [20,] -0.179836916  5.830170e-02  1.3325004825  5.22770637  0.1244156906
#>              [,11]        [,12]         [,13]         [,14]         [,15]
#>  [1,]  0.190000483  0.040890387 -0.0516201784  0.3469035529 -2.026466e-02
#>  [2,] -0.175314264  0.155198035  0.0617899627 -0.4415096331  1.167396e-02
#>  [3,]  0.179566042  0.003108887  0.0391314962  0.1625414923 -1.904657e-03
#>  [4,]  0.163662904  0.103241525 -0.1827519144 -0.3668006969 -2.575824e-02
#>  [5,]  0.361099415 -0.039125474 -0.0202328752  0.0224263511 -1.986535e-02
#>  [6,]  0.305649632  0.009349671 -0.0311500728  0.3136780845  2.467143e-02
#>  [7,]  0.787016684 -0.540110486 -0.0251404211  0.5980456325 -2.580690e-02
#>  [8,] -0.008400642  0.021189759 -0.0016712076  0.0008311211  6.502970e-04
#>  [9,] -0.003989827 -0.001265425 -0.0004167226  0.0217040266  4.340487e-05
#> [10,] -0.135329656  0.143641697  0.0438162213 -1.1995807900  2.952234e-04
#> [11,]  0.562965297  0.137331509  0.0370713902 -0.3523005045 -8.331158e-04
#> [12,]  0.739340862  0.128035257 -0.0557131960  0.0380645119 -1.274183e-02
#> [13,] -0.137087630  0.024461252  0.5507289951 -0.2343506306 -3.546316e-02
#> [14,] -0.093159831  0.037846685  0.0258157161  0.9249119687 -6.141462e-03
#> [15,]  1.184892621 -0.417403955 -0.1153671508  0.8603880531  3.841766e-01
#> [16,]  0.235671908 -0.041553991 -0.0045636871  0.1299259541 -1.205803e-02
#> [17,] -0.032948846 -0.130404603  0.0835281777 -0.1433377764 -1.243939e-02
#> [18,] -0.147598831 -0.128414044  0.0892134185 -0.2237892957 -1.937754e-02
#> [19,]  0.290499583 -0.036399247 -0.0743663256  0.0779730146  1.968298e-02
#> [20,] -0.247726213  0.052127123  0.1681258023 -1.1737334196 -1.869927e-02
#>              [,16]        [,17]         [,18]         [,19]         [,20]
#>  [1,]  0.063399039 -0.081743146  0.0154163855 -0.2104710265  0.1431913347
#>  [2,] -0.131970855  0.016518247  0.0856056717 -0.0262152926  0.0004796367
#>  [3,] -0.029274017  0.070247156 -0.0218504021 -0.0256766724  0.0238248002
#>  [4,]  0.280476107 -0.028262000 -0.0440020539  0.1380747333  0.0208566709
#>  [5,]  0.336124445 -0.046664248  0.0852804982  0.0387328006  0.0514626309
#>  [6,]  0.200115440 -0.115955790  0.0057641123 -0.0375569321  0.0383491273
#>  [7,] -0.225173492  0.074648682 -0.0089352756  0.0016081832  0.2233696550
#>  [8,] -0.062075380  0.002438779 -0.0008158045  0.0064775138 -0.0085405479
#>  [9,]  0.003759964 -0.003633906 -0.0038518893  0.0009151683  0.0035219713
#> [10,] -0.297955728  0.012865506  0.1908351372  0.1259624397 -0.0554384169
#> [11,] -0.070607754  0.005651166  0.0463529899  0.0094251510 -0.0034370522
#> [12,] -0.222957140  0.028465908  0.0296107749  0.0712110144 -0.0377666457
#> [13,]  0.325819321  0.043064211 -0.1023815153  0.0644461366 -0.0522057752
#> [14,]  0.001915385  0.018698560  0.0057203209 -0.0005074218  0.0088582248
#> [15,] -1.132764673  0.006224755  0.0009399615 -0.7440676409  0.8849183946
#> [16,]  0.697742693  0.005677443 -0.0080575967  0.0055438669  0.0545040548
#> [17,] -0.164176721  0.718520864  0.0468863376  0.0800576867  0.1451198831
#> [18,]  0.163224089 -0.240262486  0.7672605794  0.1732499565  0.1690730408
#> [19,] -0.076501923 -0.191041018  0.0371068870  0.2047105557  0.0781855146
#> [20,]  0.823246346 -0.574530543  0.0979711680  0.0835802803  0.5503115112
#>               [,21]
#>  [1,] -11.685115669
#>  [2,]  -1.571281240
#>  [3,]  -1.803760621
#>  [4,]  -8.858849268
#>  [5,] -11.774881667
#>  [6,]  -5.303471745
#>  [7,] -17.902947523
#>  [8,]   1.698369010
#>  [9,]   0.338317749
#> [10,]   9.935625735
#> [11,]  -5.282747400
#> [12,]  -1.748822628
#> [13,]  -1.098977904
#> [14,]   0.001800031
#> [15,] -26.378374676
#> [16,]  -4.825723256
#> [17,] -10.558872487
#> [18,] -11.435844116
#> [19,]  -3.401652286
#> [20,] -12.907086910
#> 
#> , , 4
#> 
#>                [,1]         [,2]         [,3]          [,4]         [,5]
#>  [1,]  0.4143165025 -0.154187440 -0.144187455  0.0567293038  0.043013026
#>  [2,]  0.0974845342  0.452389068  0.328823074  0.0310030510 -0.043271787
#>  [3,]  0.0095243411 -0.141147377  0.892714901  0.0007410192 -0.011573064
#>  [4,] -0.1274508408  0.145927572 -0.141788149  0.6608655463 -0.018796027
#>  [5,] -0.1366026264 -0.270705440 -0.079356389  0.0579915595  0.080104518
#>  [6,] -0.2161914426 -0.081924675 -0.367899728 -0.0012588728  0.122911839
#>  [7,] -0.2935069281 -0.173831269 -0.126952976  0.3386688013 -0.078989325
#>  [8,]  0.0129476211  0.018189197  0.007243483  0.0063798630  0.005028868
#>  [9,] -0.0042988798 -0.003854147 -0.021559620  0.0013567054  0.002555125
#> [10,]  0.2027595980  0.117128406  0.735006751 -0.0922566094 -0.039867502
#> [11,]  0.0373016319 -0.058147694  0.146881573  0.0002481041 -0.001195414
#> [12,] -0.1298256313  0.015183118  0.109308967  0.2088688307 -0.154804677
#> [13,]  0.1515409285  0.149556049 -0.874885510  0.0686093094 -0.155273000
#> [14,] -0.0007065904  0.001514338  0.038710114  0.0004729430  0.001677678
#> [15,] -1.0784950632 -0.613558670  0.444096347  0.5281252646 -0.143795949
#> [16,] -0.0267879252 -0.185686246 -0.066361225  0.0477818294  0.005880942
#> [17,]  0.2379846709 -0.472110145 -0.362195470  0.1062260454 -0.027258433
#> [18,]  0.3459219297 -0.640590817 -0.448780061  0.0313570039 -0.019154042
#> [19,] -0.1268166439 -0.140967181 -0.258650664  0.1482473371  0.035833757
#> [20,] -0.0834793044  0.202496228 -0.130905318 -0.1860069498 -0.009890126
#>               [,6]         [,7]         [,8]        [,9]        [,10]
#>  [1,] -0.005905612  0.073459372  0.685416602  3.07229049  0.073599630
#>  [2,]  0.139857040 -0.019646638 -0.023585615 -0.43392222  0.081057322
#>  [3,]  0.048819260 -0.032079368 -0.163932313  0.08756491  0.048986350
#>  [4,]  0.008704732 -0.086562650  0.583445025  0.96687145 -0.099767006
#>  [5,]  0.289745765 -0.131051803  0.315603370 -0.17530648  0.171583850
#>  [6,]  0.172414466 -0.005898743  0.484487679  2.82179893 -0.055251232
#>  [7,]  0.154353015  0.423402770  0.644789622  2.35496820  0.003282494
#>  [8,] -0.027553529 -0.012300614  0.903808564 -0.26232908 -0.014061253
#>  [9,]  0.004017161 -0.001816967  0.007229383  0.97601039  0.002212007
#> [10,]  0.298784521 -0.183322643  0.413519510 -0.13449348  0.347843909
#> [11,]  0.075572990 -0.055438820 -0.017026581 -0.31642743  0.033306813
#> [12,]  0.204192543 -0.068981421  0.180033311  0.20911537 -0.123537332
#> [13,] -0.073377424 -0.173627543  0.426707270 -1.30329605 -0.027492575
#> [14,]  0.021628683 -0.022092382  0.006179236  0.20167572  0.010560528
#> [15,]  2.066631691  0.483195748  3.141716184 10.70676788  0.451395104
#> [16,]  0.054430031 -0.003279695  0.252518608  0.76373086  0.026013260
#> [17,]  0.116188890 -0.114847083  0.683687517  3.04259877  0.036890950
#> [18,]  0.045864871 -0.111826015  1.130640080  5.11830550  0.001468783
#> [19,] -0.170940538  0.149334733  0.164182028  1.30166695 -0.013888939
#> [20,]  0.235349913  0.052957717  1.102159602  2.56074950 -0.050970226
#>              [,11]        [,12]        [,13]        [,14]         [,15]
#>  [1,] -0.268971515  0.060739082 -0.059187736  0.195632617 -0.0513554600
#>  [2,]  0.120674156  0.194992919  0.046086501 -0.241773709 -0.0175419287
#>  [3,]  0.178136455  0.016177483  0.024832574  0.126056046  0.0019428059
#>  [4,]  0.120424277  0.013260008 -0.148093716 -0.169741110 -0.0168043273
#>  [5,]  0.544092261  0.108405504 -0.093315171  0.281115650 -0.0070155422
#>  [6,]  0.018668257 -0.133522470 -0.076873815  0.390569569  0.0546193383
#>  [7,]  0.117326043 -0.360480697 -0.148175750  0.313284303 -0.0093172817
#>  [8,] -0.008841347  0.025403846  0.002960477  0.002853645  0.0003420413
#>  [9,]  0.005547967 -0.001577319 -0.003477843  0.018172086  0.0003371237
#> [10,]  0.175397553  0.381756609 -0.061006052 -1.048522910 -0.0113877077
#> [11,]  0.710876472  0.168953566  0.010987847 -0.086422594  0.0021403543
#> [12,]  0.737102282  0.136978904 -0.077043036 -0.058155719  0.0209955435
#> [13,]  0.374164048  0.015673705  0.508843931  0.685344943 -0.0067010776
#> [14,]  0.007709321  0.017732336  0.014167550  0.913127956 -0.0014170690
#> [15,] -0.234556911  0.319918231 -0.090918813 -1.172144682  0.1660482336
#> [16,]  0.162377493 -0.026984349 -0.028631291  0.065479981 -0.0086874590
#> [17,]  0.578054727 -0.105709264 -0.069354551  0.232626374 -0.0048323987
#> [18,]  0.694957683 -0.119149672 -0.081035665  0.253415186 -0.0284781708
#> [19,] -0.190342519  0.022610949 -0.100028504  0.408020029 -0.0302607455
#> [20,] -0.295743485  0.312587371 -0.149026416 -0.298575717  0.0025130206
#>             [,16]        [,17]         [,18]         [,19]         [,20]
#>  [1,]  0.26014809 -0.001528256 -0.0242123979 -0.2057303917  0.1335665733
#>  [2,] -0.11111969  0.030893891  0.0263094961 -0.0278723161 -0.0254150420
#>  [3,]  0.02982037  0.053771015 -0.0037863644  0.0006597430  0.0198014978
#>  [4,]  0.51111847 -0.035092820 -0.0838552857  0.0719827622 -0.0177201037
#>  [5,]  0.68002886  0.089109161  0.0024285641  0.0341228392  0.0789738791
#>  [6,]  0.39079208 -0.051665196 -0.0359630235  0.0306950983  0.0723831364
#>  [7,]  0.39187342  0.053717184  0.1271508032  0.0318029619  0.3603702209
#>  [8,] -0.07272907 -0.006378213  0.0078234684  0.0043959637 -0.0108836482
#>  [9,]  0.01021888 -0.004145860 -0.0007551807  0.0008763156  0.0006007373
#> [10,] -0.28295782  0.091131088  0.1071721529 -0.0488391573 -0.0624791862
#> [11,] -0.07093089  0.049145386  0.0069689643 -0.0319791888 -0.0073428389
#> [12,]  0.28474375  0.079093696 -0.0381811328 -0.0224091456 -0.0056081699
#> [13,]  0.43004362  0.160213725 -0.2069420346 -0.0509405429 -0.0054192287
#> [14,]  0.04390749  0.024193534 -0.0143995870  0.0036843207  0.0161130739
#> [15,] -0.09949660 -0.055314105  0.1130833906 -0.8833292684  0.8406813692
#> [16,]  0.79949998  0.043502947 -0.0122109928  0.0041172910  0.0657387884
#> [17,] -0.07637968  0.885534115 -0.0706678655 -0.0392331654  0.2142609025
#> [18,]  0.03598533  0.037981850  0.5670234845  0.0064791975  0.2181293663
#> [19,] -0.14616168  0.010848884 -0.0419875458  0.1470649617  0.0867933986
#> [20,]  0.24461939 -0.412096553  0.1156738615 -0.2654928333  0.3154837256
#>               [,21]
#>  [1,] -2.360449e+01
#>  [2,]  4.678064e-04
#>  [3,] -3.067767e+00
#>  [4,]  6.029835e-02
#>  [5,] -4.000938e+00
#>  [6,] -1.634882e+01
#>  [7,] -3.076368e+01
#>  [8,]  2.357845e+00
#>  [9,]  3.600307e-01
#> [10,] -9.034135e+00
#> [11,] -5.118168e-01
#> [12,] -4.216710e+00
#> [13,]  1.130523e+01
#> [14,] -2.014046e+00
#> [15,] -9.824708e+01
#> [16,] -8.584171e+00
#> [17,] -1.673967e+01
#> [18,] -2.178023e+01
#> [19,] -7.050788e+00
#> [20,] -6.600760e+00
#> 
#> , , 5
#> 
#>               [,1]         [,2]        [,3]          [,4]          [,5]
#>  [1,]  0.317330154 -0.409300886 -0.28830661  0.1505660160  1.010496e-01
#>  [2,] -0.105619272  0.412094232  0.49759855  0.0294720102  9.610807e-02
#>  [3,] -0.001328754 -0.190852513  0.88839036 -0.0151536387  2.076308e-02
#>  [4,] -0.143923899  0.165916573  0.17710317  0.5982561566  1.055082e-01
#>  [5,]  0.012881920 -0.405973989  0.05188413  0.0212673327  1.806333e-01
#>  [6,] -0.236843205 -0.484163376 -0.41660315  0.0684286193  6.709582e-02
#>  [7,] -0.142802350 -0.793413384 -0.30328398  0.3194530798  1.441080e-01
#>  [8,]  0.002122123  0.037090431  0.02661618  0.0008802264 -1.301975e-02
#>  [9,] -0.006274141 -0.001021275 -0.02242897  0.0051666350  5.357810e-03
#> [10,]  0.181250210  0.019881939  0.94913177 -0.0766934936  1.545103e-01
#> [11,] -0.032704540 -0.149842162  0.33012494  0.0054338755  9.429603e-02
#> [12,] -0.037436507 -0.089714310 -0.18727610  0.1578976807  1.217596e-01
#> [13,]  0.056135044  0.677941715 -0.53144359 -0.0131482363 -9.161855e-02
#> [14,]  0.009667027 -0.013434180  0.07896475 -0.0086985605  2.177516e-02
#> [15,] -1.189782159 -0.694078146 -0.77271362  0.8578915879  3.196574e-01
#> [16,] -0.043736158 -0.237141590 -0.12074495  0.0534191096  8.368479e-06
#> [17,]  0.137061719 -0.408420783 -0.43877463  0.1075678851  1.924916e-01
#> [18,]  0.081052669 -0.521470852 -0.63034338  0.1454929944  2.275147e-01
#> [19,] -0.195709716 -0.275452898 -0.27697385  0.1935260154  2.834065e-01
#> [20,]  0.073326375  0.268411022 -0.76339339 -0.0900811038  8.193273e-02
#>                [,6]         [,7]         [,8]        [,9]         [,10]
#>  [1,] -0.0716091401  0.113463432  0.579464016  2.66339670 -0.0520391802
#>  [2,] -0.0169900111  0.106176625  0.020359748  0.08464274 -0.0255271308
#>  [3,] -0.0338914309  0.013749913 -0.061385313  0.57071514 -0.0124149509
#>  [4,]  0.1355558442 -0.212571451  0.810560621  1.58808596 -0.0122552659
#>  [5,]  0.0487445844 -0.008872367  0.611618251  2.46329694  0.0686386036
#>  [6,]  0.1953126876 -0.129553622  0.363022669  3.05653037 -0.0315306767
#>  [7,] -0.1606580453  0.501526332  1.103562309  5.16368722 -0.1215208550
#>  [8,] -0.0089004226 -0.008715352  0.907045750 -0.25821955 -0.0020769866
#>  [9,]  0.0005308377 -0.001030157  0.005797931  1.01224875  0.0005369623
#> [10,] -0.1017202050  0.251002053  0.703796848  1.01687352  0.2642574645
#> [11,] -0.0846201197  0.048712869  0.058708517  0.47673433 -0.0164563414
#> [12,] -0.0756690666 -0.026799506 -0.056366414  1.02158872 -0.0874802105
#> [13,]  0.0497330978 -0.251243177  1.016354342  0.50513589 -0.1114009614
#> [14,] -0.0278026819  0.002346967  0.061299010  0.40420156 -0.0021859996
#> [15,]  1.7750518415  0.686694317  1.956021465  4.03116480  0.0687446695
#> [16,]  0.0370977027  0.017326905  0.180488574  1.01506314 -0.0170992231
#> [17,] -0.1927014384 -0.033566594  0.949618165  5.21814598 -0.0921430284
#> [18,] -0.2994899958  0.004321696  1.391102674  7.31400445 -0.1546528419
#> [19,] -0.1869348830  0.122529640  0.259741731  1.45225285 -0.0519575158
#> [20,] -0.1535945829  0.090811580  1.025412768  3.19238868  0.0357750522
#>              [,11]        [,12]         [,13]        [,14]         [,15]
#>  [1,]  0.243380170  0.117599286 -0.0405473522  0.098441669 -7.528876e-02
#>  [2,]  0.101317066  0.109715735  0.0290946535 -0.348145276 -1.297366e-03
#>  [3,]  0.264409008  0.036755460  0.0398084262  0.047815955 -6.031550e-03
#>  [4,] -0.205657274  0.022655419 -0.1888863590 -0.377240391  1.275618e-03
#>  [5,]  0.732771840  0.098121166 -0.1075246481 -0.050613714 -1.086333e-02
#>  [6,]  0.280335853  0.225231410 -0.0507817382  0.355695396  4.104960e-02
#>  [7,]  1.268150197 -0.374602282 -0.1050490797 -0.285403923 -4.964212e-02
#>  [8,] -0.039506913  0.015506026  0.0054372106  0.007856712 -1.364390e-03
#>  [9,]  0.004797297 -0.005435315 -0.0041628139  0.017288607  1.302613e-03
#> [10,]  0.343518662  0.210896371 -0.0734083649 -1.299480765 -4.305224e-02
#> [11,]  0.712135715  0.112867607  0.0149968568 -0.236098425 -7.993619e-07
#> [12,]  0.834793359  0.210533617  0.0002930159  0.132287880  1.679376e-04
#> [13,] -0.238015412 -0.092809330  0.4613375197  0.358268289 -1.776989e-02
#> [14,]  0.009402568  0.028135832  0.0220310670  0.850156366 -4.753106e-03
#> [15,]  1.356389932 -0.468453254  0.0089964829 -0.255616319  1.646488e-01
#> [16,]  0.336285618 -0.008418917 -0.0229885558  0.033201273 -3.709050e-03
#> [17,]  0.646854509 -0.032337482  0.0129257501 -0.054087207 -2.868067e-02
#> [18,]  0.828783257 -0.017566441  0.0158192612 -0.100408722 -2.884997e-02
#> [19,]  0.030600015  0.035547211 -0.0322434115  0.091782546 -4.813528e-02
#> [20,] -0.521334477  0.288581059 -0.0643838638  0.464523430 -2.752745e-02
#>               [,16]        [,17]         [,18]        [,19]        [,20]
#>  [1,]  0.0115711334 -0.023965065  0.0235543398 -0.148745143  0.121924857
#>  [2,] -0.2706338836  0.140270837 -0.0329711600  0.029991215  0.020637529
#>  [3,]  0.0467910591  0.007235333  0.0183944236 -0.013521121  0.028558352
#>  [4,]  0.5639523377  0.026215392 -0.1000238185  0.167789930 -0.021571498
#>  [5,]  0.3309750316  0.062319573 -0.0371479473  0.045465950  0.018359411
#>  [6,]  0.2815023322  0.081326242 -0.1156634846  0.073695830  0.112459745
#>  [7,] -0.0550880319  0.151949004 -0.0020678209  0.123642254  0.283647896
#>  [8,] -0.0578265605  0.001819302 -0.0005275679  0.011726695 -0.008530608
#>  [9,] -0.0005662788 -0.003278757 -0.0013653833  0.004734236  0.002206433
#> [10,] -0.5772793042  0.239077575 -0.1558780178  0.098250195 -0.010943464
#> [11,] -0.1635635939  0.071117250 -0.0196910719  0.034677992  0.008675158
#> [12,] -0.2609713832  0.108018474 -0.0196995780  0.016142231 -0.033875515
#> [13,]  0.7490633908  0.194996853 -0.2389131324  0.113551169 -0.035950595
#> [14,]  0.0440541585 -0.030505175  0.0180912049  0.003063849  0.011043986
#> [15,] -1.0124616978 -0.543552945  0.7925431083 -0.567496662  0.552528641
#> [16,]  0.6388781499  0.070436295 -0.0198381480  0.024281471  0.066237177
#> [17,] -0.3565935542  0.787638043  0.0201537113  0.046536994  0.209946173
#> [18,] -0.1956139521 -0.123638825  0.6671903624  0.165874341  0.214983845
#> [19,] -0.3749688414 -0.044058037  0.0128122711  0.194132060  0.070814841
#> [20,]  0.3294410009 -0.342875989 -0.1222569159  0.067668564  0.355941960
#>            [,21]
#>  [1,] -20.212991
#>  [2,]  -5.922458
#>  [3,]  -5.367886
#>  [4,]  -8.597346
#>  [5,] -19.392487
#>  [6,] -19.765432
#>  [7,] -48.244728
#>  [8,]   2.288891
#>  [9,]   0.102316
#> [10,] -11.988081
#> [11,]  -6.049635
#> [12,] -11.546016
#> [13,]  -4.576249
#> [14,]  -2.457351
#> [15,] -57.036850
#> [16,] -10.535560
#> [17,] -32.094964
#> [18,] -34.293524
#> [19,]  -7.596497
#> [20,]  -3.963724
#> 
#> 
#> $Sigma
#> , , 1
#> 
#>              [,1]         [,2]          [,3]        [,4]        [,5]
#>  [1,]  6.95406999  0.228477684  3.275495e-01 -1.23226728  2.59303929
#>  [2,]  0.22847768  3.049388783  2.700841e-01 -1.17681310  0.76131499
#>  [3,]  0.32754946  0.270084096  5.320216e-01 -0.59415207  0.27649508
#>  [4,] -1.23226728 -1.176813105 -5.941521e-01  5.40789193 -0.11647541
#>  [5,]  2.59303929  0.761314994  2.764951e-01 -0.11647541  6.59675274
#>  [6,]  2.84353786 -0.515550043  3.002166e-01  0.25652940  2.64419807
#>  [7,]  6.86359852  1.108880286  1.134489e+00 -1.93378677  4.34754652
#>  [8,] -0.18749769 -0.017136320 -4.975793e-02  0.02799325 -0.16028252
#>  [9,]  0.04624026 -0.003860715  4.143024e-05  0.04206853  0.04104575
#> [10,] -0.04331001  5.741976148  5.959124e-01 -2.33010382  1.57062742
#> [11,]  0.29644588  1.919099081  1.501826e-01 -0.59481094  0.76863567
#> [12,]  1.08361139  0.540648951 -1.150811e-02 -0.01471179  1.56604529
#> [13,] -0.66139682 -1.769669578 -4.671463e-01  4.80352547 -0.26458764
#> [14,]  0.30430941  0.141910223  1.528773e-01 -0.30966743  0.43838816
#> [15,] 23.77463947  1.565043518  1.097736e+00 -6.97522827  5.69701994
#> [16,]  1.30947767  0.231271052  1.995544e-01 -0.22849187  0.97294136
#> [17,]  3.57399782  0.616850202  6.139383e-01 -1.15584328  2.93184111
#> [18,]  4.90671274  0.704977411  7.429055e-01 -1.27420309  3.96989010
#> [19,]  5.54552738 -0.569475204 -7.752796e-03 -0.94259828  1.10202848
#> [20,]  1.80195011  0.365839372  1.915942e-01  0.02401843  1.61151392
#>               [,6]        [,7]         [,8]          [,9]        [,10]
#>  [1,]  2.843537859  6.86359852 -0.187497689  4.624026e-02 -0.043310007
#>  [2,] -0.515550043  1.10888029 -0.017136320 -3.860715e-03  5.741976148
#>  [3,]  0.300216589  1.13448898 -0.049757928  4.143024e-05  0.595912449
#>  [4,]  0.256529402 -1.93378677  0.027993252  4.206853e-02 -2.330103820
#>  [5,]  2.644198067  4.34754652 -0.160282524  4.104575e-02  1.570627421
#>  [6,]  5.169458549  3.44466991 -0.148878771  4.867092e-02 -0.004460896
#>  [7,]  3.444669907 20.45418839 -0.470945558  9.907275e-02  2.422936096
#>  [8,] -0.148878771 -0.47094556  0.039377418 -4.489769e-03 -0.103808075
#>  [9,]  0.048670917  0.09907275 -0.004489769  9.471454e-03  0.022761692
#> [10,] -0.004460896  2.42293610 -0.103808075  2.276169e-02 20.271846230
#> [11,] -0.128818948  0.64574467 -0.019126889  1.042533e-02  4.237492247
#> [12,]  0.608478016  3.96672895 -0.086994092  1.453335e-03  0.678987809
#> [13,]  0.873719416 -2.35253713  0.047066536  6.679851e-02 -3.063624109
#> [14,]  0.246580070  0.82333194 -0.033000535  2.019808e-03  0.526887105
#> [15,]  1.442339478 29.90482184 -0.661029784  6.894466e-02  1.026386401
#> [16,]  0.640000517  3.19675531 -0.113948338  1.533069e-02  0.303409512
#> [17,]  2.760050640  9.50565692 -0.272080078  5.841977e-02  2.409228762
#> [18,]  4.087130446 11.66989654 -0.360633986  8.622289e-02  2.283878276
#> [19,]  2.236546354  3.71422028 -0.053588442  1.806197e-02 -1.659545720
#> [20,]  2.640766637  0.23222863 -0.118152379  4.202461e-02 -0.554823112
#>             [,11]        [,12]       [,13]        [,14]        [,15]
#>  [1,]  0.29644588  1.083611390 -0.66139682  0.304309413  23.77463947
#>  [2,]  1.91909908  0.540648951 -1.76966958  0.141910223   1.56504352
#>  [3,]  0.15018262 -0.011508110 -0.46714628  0.152877283   1.09773607
#>  [4,] -0.59481094 -0.014711785  4.80352547 -0.309667433  -6.97522827
#>  [5,]  0.76863567  1.566045294 -0.26458764  0.438388163   5.69701994
#>  [6,] -0.12881895  0.608478016  0.87371942  0.246580070   1.44233948
#>  [7,]  0.64574467  3.966728949 -2.35253713  0.823331941  29.90482184
#>  [8,] -0.01912689 -0.086994092  0.04706654 -0.033000535  -0.66102978
#>  [9,]  0.01042533  0.001453335  0.06679851  0.002019808   0.06894466
#> [10,]  4.23749225  0.678987809 -3.06362411  0.526887105   1.02638640
#> [11,]  1.64918906  0.216963594 -0.76858175  0.131006879   0.87286968
#> [12,]  0.21696359  5.480660073 -0.98435420  0.213381593   6.61408551
#> [13,] -0.76858175 -0.984354204 14.43845594 -0.364971733  -3.27589129
#> [14,]  0.13100688  0.213381593 -0.36497173  0.192843223   1.03556050
#> [15,]  0.87286968  6.614085513 -3.27589129  1.035560501 147.93060647
#> [16,]  0.13967596  0.599342191 -0.28849377  0.123262360   4.95901081
#> [17,]  0.72128200  2.086402058 -0.07561487  0.682380919  14.19276338
#> [18,]  0.92031583  2.330328826  0.26490167  0.928876126  17.70860808
#> [19,] -0.26285852  0.713367760 -0.33804710  0.099313419  21.52960785
#> [20,]  0.17088712 -2.572505753  1.17928997  0.007023330  -1.48246934
#>             [,16]       [,17]       [,18]        [,19]       [,20]
#>  [1,]  1.30947767  3.57399782  4.90671274  5.545527376  1.80195011
#>  [2,]  0.23127105  0.61685020  0.70497741 -0.569475204  0.36583937
#>  [3,]  0.19955441  0.61393828  0.74290554 -0.007752796  0.19159424
#>  [4,] -0.22849187 -1.15584328 -1.27420309 -0.942598282  0.02401843
#>  [5,]  0.97294136  2.93184111  3.96989010  1.102028483  1.61151392
#>  [6,]  0.64000052  2.76005064  4.08713045  2.236546354  2.64076664
#>  [7,]  3.19675531  9.50565692 11.66989654  3.714220277  0.23222863
#>  [8,] -0.11394834 -0.27208008 -0.36063399 -0.053588442 -0.11815238
#>  [9,]  0.01533069  0.05841977  0.08622289  0.018061970  0.04202461
#> [10,]  0.30340951  2.40922876  2.28387828 -1.659545720 -0.55482311
#> [11,]  0.13967596  0.72128200  0.92031583 -0.262858523  0.17088712
#> [12,]  0.59934219  2.08640206  2.33032883  0.713367760 -2.57250575
#> [13,] -0.28849377 -0.07561487  0.26490167 -0.338047097  1.17928997
#> [14,]  0.12326236  0.68238092  0.92887613  0.099313419  0.00702333
#> [15,]  4.95901081 14.19276338 17.70860808 21.529607847 -1.48246934
#> [16,]  0.93171771  1.59940993  2.01024514  0.447267018  0.28163022
#> [17,]  1.59940993  9.88662381 11.82281392  2.396196758  3.25468377
#> [18,]  2.01024514 11.82281392 17.30064189  3.043277078  6.74597043
#> [19,]  0.44726702  2.39619676  3.04327708  8.224018978  0.67058689
#> [20,]  0.28163022  3.25468377  6.74597043  0.670586888 31.17518986
#> 
#> , , 2
#> 
#>              [,1]         [,2]        [,3]        [,4]        [,5]        [,6]
#>  [1,]  7.03338127  0.029081023  0.49884393  0.07153228  1.71468614  2.78715559
#>  [2,]  0.02908102  2.899835472  0.34603530 -1.21140460  1.06196986 -0.36783967
#>  [3,]  0.49884393  0.346035298  0.71570425 -0.45310034  0.69117633  0.33242622
#>  [4,]  0.07153228 -1.211404603 -0.45310034  5.93285914 -0.14924705 -0.20556691
#>  [5,]  1.71468614  1.061969862  0.69117633 -0.14924705  6.76902512  1.61449507
#>  [6,]  2.78715559 -0.367839671  0.33242622 -0.20556691  1.61449507  5.36012812
#>  [7,]  7.52142621  0.748837983  1.76862027 -0.70395788  5.18550190  3.40549096
#>  [8,] -0.25426644 -0.074781415 -0.06570531  0.02023870 -0.20536239 -0.14276135
#>  [9,]  0.05199979  0.017881992 -0.01059714  0.03933225  0.06675845  0.02807673
#> [10,] -0.66129734  5.039744187  0.53808200 -1.66012155  1.82654639 -0.70665983
#> [11,] -0.03380384  1.779556164  0.13624381 -0.52024078  0.68667168 -0.28153530
#> [12,]  1.63641023 -0.007673922  0.33508830  0.42894198  2.09340039  0.76278530
#> [13,]  0.12576554 -1.150705983 -0.62229822  4.75262633  0.30135717 -0.84150927
#> [14,]  0.19933548  0.210338449  0.16598945 -0.19262325  0.28373826  0.09773874
#> [15,] 26.50516052  1.988389477  3.01983881 -1.05454992  7.90410032 -0.66900482
#> [16,]  1.72672390  0.275084708  0.35292766 -0.21380240  1.18882188  1.00434065
#> [17,]  3.67683316  0.657178922  0.75467736 -0.36477077  3.24676797  2.38405287
#> [18,]  4.74366239  1.057255019  0.77046586 -0.83236385  4.40044543  3.56639173
#> [19,]  6.01858648 -0.357546155  0.44635195 -0.40379048  0.81823269  2.07338643
#> [20,]  3.07382679  0.768343973  0.50237456 -2.39467416  2.26549958  4.42564976
#>             [,7]         [,8]         [,9]      [,10]         [,11]
#>  [1,]  7.5214262 -0.254266445  0.051999792 -0.6612973 -0.0338038352
#>  [2,]  0.7488380 -0.074781415  0.017881992  5.0397442  1.7795561636
#>  [3,]  1.7686203 -0.065705314 -0.010597144  0.5380820  0.1362438142
#>  [4,] -0.7039579  0.020238696  0.039332254 -1.6601216 -0.5202407796
#>  [5,]  5.1855019 -0.205362394  0.066758454  1.8265464  0.6866716792
#>  [6,]  3.4054910 -0.142761346  0.028076735 -0.7066598 -0.2815353025
#>  [7,] 24.7239856 -0.641580755  0.101114501  2.7983324  0.3841891971
#>  [8,] -0.6415808  0.052341962 -0.008893624 -0.2169700 -0.0462852390
#>  [9,]  0.1011145 -0.008893624  0.011255821  0.1192672  0.0235733267
#> [10,]  2.7983324 -0.216969981  0.119267174 19.4524845  3.6958732264
#> [11,]  0.3841892 -0.046285239  0.023573327  3.6958732  1.5318686727
#> [12,]  5.6688227 -0.155409372  0.032158403  1.3617555 -0.0200760197
#> [13,] -0.8036711  0.066039313  0.057425741 -1.0603968 -0.1545552181
#> [14,]  0.6696789 -0.032574123 -0.002439155  0.4873239  0.1508800628
#> [15,] 41.9754484 -1.465399443  0.153770652  3.2650101  0.7201362730
#> [16,]  4.3453226 -0.159591641  0.036808906  0.6678052  0.1903329128
#> [17,] 10.0552672 -0.366166319  0.077473428  3.3676937  0.6618375942
#> [18,] 12.0870240 -0.448918410  0.121006174  4.9560880  1.0175515493
#> [19,]  5.0388409 -0.144737438  0.002012463 -2.3127563 -0.3911041242
#> [20,]  1.5087491 -0.149906098  0.096006319  2.8985887  0.0007437313
#>              [,12]       [,13]        [,14]       [,15]       [,16]       [,17]
#>  [1,]  1.636410235  0.12576554  0.199335476  26.5051605  1.72672390  3.67683316
#>  [2,] -0.007673922 -1.15070598  0.210338449   1.9883895  0.27508471  0.65717892
#>  [3,]  0.335088303 -0.62229822  0.165989454   3.0198388  0.35292766  0.75467736
#>  [4,]  0.428941983  4.75262633 -0.192623254  -1.0545499 -0.21380240 -0.36477077
#>  [5,]  2.093400386  0.30135717  0.283738262   7.9041003  1.18882188  3.24676797
#>  [6,]  0.762785303 -0.84150927  0.097738737  -0.6690048  1.00434065  2.38405287
#>  [7,]  5.668822676 -0.80367112  0.669678851  41.9754484  4.34532264 10.05526723
#>  [8,] -0.155409372  0.06603931 -0.032574123  -1.4653994 -0.15959164 -0.36616632
#>  [9,]  0.032158403  0.05742574 -0.002439155   0.1537707  0.03680891  0.07747343
#> [10,]  1.361755451 -1.06039676  0.487323928   3.2650101  0.66780516  3.36769366
#> [11,] -0.020076020 -0.15455522  0.150880063   0.7201363  0.19033291  0.66183759
#> [12,]  5.742681541  0.22363925  0.077767210  11.6754982  0.73308861  3.19332550
#> [13,]  0.223639251 13.96568521 -0.173420740  -2.0335171 -0.04008305  0.69585173
#> [14,]  0.077767210 -0.17342074  0.172767316   1.3456183  0.14373261  0.61916177
#> [15,] 11.675498219 -2.03351712  1.345618274 195.5345337  7.33640803 19.41961168
#> [16,]  0.733088609 -0.04008305  0.143732611   7.3364080  1.25702910  2.35711277
#> [17,]  3.193325500  0.69585173  0.619161773  19.4196117  2.35711277 10.57575845
#> [18,]  4.173056574  0.73884595  0.807121283  21.5514482  2.85290927 13.08350088
#> [19,]  1.057811042  0.06633598  0.126952673  23.5573558  1.00204579  2.12793306
#> [20,] -0.854447451 -2.91957780 -0.106309032  -2.9264564  1.30952841  4.18322827
#>            [,18]        [,19]         [,20]
#>  [1,]  4.7436624  6.018586480  3.0738267911
#>  [2,]  1.0572550 -0.357546155  0.7683439725
#>  [3,]  0.7704659  0.446351951  0.5023745576
#>  [4,] -0.8323639 -0.403790483 -2.3946741647
#>  [5,]  4.4004454  0.818232694  2.2654995753
#>  [6,]  3.5663917  2.073386428  4.4256497629
#>  [7,] 12.0870240  5.038840861  1.5087491026
#>  [8,] -0.4489184 -0.144737438 -0.1499060983
#>  [9,]  0.1210062  0.002012463  0.0960063188
#> [10,]  4.9560880 -2.312756347  2.8985886778
#> [11,]  1.0175515 -0.391104124  0.0007437313
#> [12,]  4.1730566  1.057811042 -0.8544474514
#> [13,]  0.7388460  0.066335983 -2.9195778043
#> [14,]  0.8071213  0.126952673 -0.1063090325
#> [15,] 21.5514482 23.557355802 -2.9264563623
#> [16,]  2.8529093  1.002045790  1.3095284104
#> [17,] 13.0835009  2.127933062  4.1832282650
#> [18,] 18.8765458  2.748983633  7.4513390042
#> [19,]  2.7489836  8.406748303  1.8111335082
#> [20,]  7.4513390  1.811133508 33.7301349661
#> 
#> , , 3
#> 
#>              [,1]         [,2]         [,3]         [,4]        [,5]
#>  [1,]  6.61199533 -0.378921324  0.053075221  0.469373559  2.50645079
#>  [2,] -0.37892132  2.973628796  0.354210577 -0.913261477  0.39214199
#>  [3,]  0.05307522  0.354210577  0.589210321 -0.384197672  0.37010840
#>  [4,]  0.46937356 -0.913261477 -0.384197672  5.004795770  0.15666274
#>  [5,]  2.50645079  0.392141988  0.370108398  0.156662742  7.24840892
#>  [6,]  3.42419201 -0.504461396  0.067327076  0.938016870  3.37997437
#>  [7,]  6.68232445  0.594531617  1.115611933 -0.729719645  5.52577591
#>  [8,] -0.24270912 -0.004376426 -0.046302772  0.013144298 -0.20719883
#>  [9,]  0.05684170  0.010813312 -0.009581756  0.042043405  0.07764305
#> [10,] -1.17030890  5.765737404  0.535749551 -1.627114657  0.57359115
#> [11,] -0.20836081  1.931192654  0.149546065 -0.501448375  0.41998374
#> [12,]  1.44752576  0.331873460  0.029185223  0.352796426  1.74300043
#> [13,]  0.80115644 -1.000438365 -0.315179656  3.399688306  1.07863078
#> [14,]  0.16527203  0.210768828  0.170318570 -0.182403505  0.29449818
#> [15,] 22.87178135 -0.058828963  1.376400117 -2.803940653  7.64238211
#> [16,]  1.57123239  0.107369389  0.131119204  0.082748725  1.39195205
#> [17,]  3.30811860  0.585012540  0.393410882 -0.860714895  3.01974992
#> [18,]  4.72349702  0.795537429  0.466592984 -1.229732711  4.55676683
#> [19,]  5.87314877 -1.041768213 -0.100503523  0.006601279  1.41028758
#> [20,]  3.03943551  0.311120622  0.045606923 -0.671401966  0.86366646
#>              [,6]       [,7]         [,8]          [,9]       [,10]       [,11]
#>  [1,]  3.42419201  6.6823245 -0.242709124  0.0568416978 -1.17030890 -0.20836081
#>  [2,] -0.50446140  0.5945316 -0.004376426  0.0108133118  5.76573740  1.93119265
#>  [3,]  0.06732708  1.1156119 -0.046302772 -0.0095817561  0.53574955  0.14954606
#>  [4,]  0.93801687 -0.7297196  0.013144298  0.0420434045 -1.62711466 -0.50144837
#>  [5,]  3.37997437  5.5257759 -0.207198825  0.0776430489  0.57359115  0.41998374
#>  [6,]  5.81333731  4.3071561 -0.205891737  0.0722503680 -0.52681504 -0.19922251
#>  [7,]  4.30715613 21.0143558 -0.544612759  0.0827341048  0.74337562  0.49155035
#>  [8,] -0.20589174 -0.5446128  0.043762222 -0.0038203255 -0.04292318 -0.01203308
#>  [9,]  0.07225037  0.0827341 -0.003820326  0.0109952644  0.05212714  0.01856830
#> [10,] -0.52681504  0.7433756 -0.042923176  0.0521271395 19.99069888  4.39112577
#> [11,] -0.19922251  0.4915503 -0.012033079  0.0185683005  4.39112577  1.66998042
#> [12,]  1.11613308  4.8322138 -0.066318382  0.0189387349  0.42745190  0.31735982
#> [13,]  1.50114477  1.0422881 -0.009607719  0.0380158546 -1.32987493 -0.33217150
#> [14,]  0.16565385  0.8555479 -0.038914385 -0.0008391443  0.37560374  0.12713499
#> [15,]  0.76086286 32.3070836 -0.986830977  0.0888440521 -3.66234623 -0.80550872
#> [16,]  1.20246288  3.6536322 -0.128638950  0.0291350549  0.45980183  0.11753219
#> [17,]  2.83543234  8.3642880 -0.295704925  0.0701138398  2.78914339  0.74406811
#> [18,]  4.34104409 10.7807442 -0.387852505  0.0983425118  3.97043203  0.92955089
#> [19,]  2.86304951  4.5116101 -0.104794758 -0.0064131940 -3.07184565 -0.79945337
#> [20,]  3.05654731  1.5974313 -0.024277825  0.1036424710  3.17986514  0.16635986
#>             [,12]        [,13]         [,14]        [,15]       [,16]
#>  [1,]  1.44752576  0.801156437  0.1652720265  22.87178135  1.57123239
#>  [2,]  0.33187346 -1.000438365  0.2107688282  -0.05882896  0.10736939
#>  [3,]  0.02918522 -0.315179656  0.1703185699   1.37640012  0.13111920
#>  [4,]  0.35279643  3.399688306 -0.1824035053  -2.80394065  0.08274872
#>  [5,]  1.74300043  1.078630775  0.2944981808   7.64238211  1.39195205
#>  [6,]  1.11613308  1.501144768  0.1656538496   0.76086286  1.20246288
#>  [7,]  4.83221381  1.042288145  0.8555478927  32.30708362  3.65363223
#>  [8,] -0.06631838 -0.009607719 -0.0389143849  -0.98683098 -0.12863895
#>  [9,]  0.01893873  0.038015855 -0.0008391443   0.08884405  0.02913505
#> [10,]  0.42745190 -1.329874929  0.3756037385  -3.66234623  0.45980183
#> [11,]  0.31735982 -0.332171502  0.1271349862  -0.80550872  0.11753219
#> [12,]  4.99523307  0.810654183  0.0813114617   7.63041046  0.84394560
#> [13,]  0.81065418 11.252144201 -0.1163450111  -1.98268147  0.49803873
#> [14,]  0.08131146 -0.116345011  0.2053940794   0.73539040  0.12829038
#> [15,]  7.63041046 -1.982681473  0.7353903985 166.48218437  5.70349701
#> [16,]  0.84394560  0.498038732  0.1282903803   5.70349701  1.16398950
#> [17,]  2.33923668  1.040639096  0.6061167185  11.91893726  1.83035664
#> [18,]  2.91763173  0.789010986  0.8081212221  15.20758038  2.46848819
#> [19,]  1.36332388  0.998189192 -0.0176520230  22.88972677  0.71482159
#> [20,]  0.52125162 -0.385151928 -0.1975783570   3.38531302  0.53379930
#>             [,17]       [,18]        [,19]       [,20]
#>  [1,]  3.30811860  4.72349702  5.873148774  3.03943551
#>  [2,]  0.58501254  0.79553743 -1.041768213  0.31112062
#>  [3,]  0.39341088  0.46659298 -0.100503523  0.04560692
#>  [4,] -0.86071489 -1.22973271  0.006601279 -0.67140197
#>  [5,]  3.01974992  4.55676683  1.410287582  0.86366646
#>  [6,]  2.83543234  4.34104409  2.863049507  3.05654731
#>  [7,]  8.36428801 10.78074421  4.511610147  1.59743130
#>  [8,] -0.29570492 -0.38785250 -0.104794758 -0.02427782
#>  [9,]  0.07011384  0.09834251 -0.006413194  0.10364247
#> [10,]  2.78914339  3.97043203 -3.071845653  3.17986514
#> [11,]  0.74406811  0.92955089 -0.799453372  0.16635986
#> [12,]  2.33923668  2.91763173  1.363323880  0.52125162
#> [13,]  1.04063910  0.78901099  0.998189192 -0.38515193
#> [14,]  0.60611672  0.80812122 -0.017652023 -0.19757836
#> [15,] 11.91893726 15.20758038 22.889726772  3.38531302
#> [16,]  1.83035664  2.46848819  0.714821587  0.53379930
#> [17,]  9.29077496 11.98513233  1.981687862  5.29155774
#> [18,] 11.98513233 17.84482662  3.095844001  8.70154472
#> [19,]  1.98168786  3.09584400  9.482197593  2.90268338
#> [20,]  5.29155774  8.70154472  2.902683379 32.79345980
#> 
#> , , 4
#> 
#>              [,1]         [,2]         [,3]         [,4]        [,5]
#>  [1,]  7.08725662  0.386189007  0.173682361 -0.307352061  2.72611588
#>  [2,]  0.38618901  2.817350698  0.284996984 -0.870243176  1.25935741
#>  [3,]  0.17368236  0.284996984  0.615685966 -0.500746991  0.57915911
#>  [4,] -0.30735206 -0.870243176 -0.500746991  5.152905551 -0.38857645
#>  [5,]  2.72611588  1.259357411  0.579159106 -0.388576446  7.53381814
#>  [6,]  3.62035284 -0.315055404  0.223231745  0.150214645  2.81608658
#>  [7,]  6.91043957  0.818628938  1.249966532 -1.044458993  6.09804924
#>  [8,] -0.18512733 -0.032105601 -0.054528424  0.047941027 -0.11724527
#>  [9,]  0.04785261  0.003550117 -0.007062455  0.054831250  0.03803949
#> [10,]  0.47031955  4.903044002  0.479787956 -1.681587432  1.90417759
#> [11,]  0.06397739  1.702968998  0.106872807 -0.352294337  0.64462911
#> [12,]  1.28695336  0.300070558  0.193433596  0.024412288  2.18205583
#> [13,] -0.42385231 -1.240807867 -0.824657045  3.786074785 -0.28809085
#> [14,]  0.17359735  0.195401984  0.230152887 -0.309864035  0.35089049
#> [15,] 21.60876581  2.456551368  0.606409772 -2.617310890  9.61679157
#> [16,]  1.27234010  0.211655074  0.135777434 -0.006061679  1.07867849
#> [17,]  4.17600829  1.085261497  0.797008141 -0.796562188  3.40838338
#> [18,]  5.28578973  1.224533173  0.768312367 -0.908345133  4.38928491
#> [19,]  6.17990522 -0.693758669 -0.171391943  0.048824681  1.19361073
#> [20,]  3.26287650  0.522250549  0.087964183 -0.595658384  2.72451334
#>              [,6]        [,7]        [,8]          [,9]       [,10]       [,11]
#>  [1,]  3.62035284  6.91043957 -0.18512733  0.0478526059  0.47031955  0.06397739
#>  [2,] -0.31505540  0.81862894 -0.03210560  0.0035501171  4.90304400  1.70296900
#>  [3,]  0.22323174  1.24996653 -0.05452842 -0.0070624552  0.47978796  0.10687281
#>  [4,]  0.15021464 -1.04445899  0.04794103  0.0548312502 -1.68158743 -0.35229434
#>  [5,]  2.81608658  6.09804924 -0.11724527  0.0380394947  1.90417759  0.64462911
#>  [6,]  6.08853518  3.86386174 -0.12588885  0.0509804672 -0.15886644 -0.44255960
#>  [7,]  3.86386174 19.19124284 -0.38841901  0.0571773452  1.26915415  0.16653377
#>  [8,] -0.12588885 -0.38841901  0.03772971 -0.0042238601 -0.08145461 -0.01096124
#>  [9,]  0.05098047  0.05717735 -0.00422386  0.0073613478  0.01113097  0.00915599
#> [10,] -0.15886644  1.26915415 -0.08145461  0.0111309716 17.99939203  3.81239183
#> [11,] -0.44255960  0.16653377 -0.01096124  0.0091559900  3.81239183  1.49778373
#> [12,]  1.28643662  4.35609291 -0.09177777 -0.0008208795  0.74784845  0.06731752
#> [13,]  0.37890679 -2.96317678  0.08082625  0.0370569966 -1.96126420 -0.35535036
#> [14,]  0.18402419  0.74275064 -0.03526354 -0.0022642433  0.50185027  0.13331439
#> [15,]  2.68314911 30.02896103 -0.81296198  0.0966389793  2.09128316  0.47155142
#> [16,]  0.66622886  2.84698119 -0.09088097  0.0206204303  0.18180116  0.08247229
#> [17,]  2.82231258  9.14609667 -0.28234769  0.0473050866  2.65351027  0.90632093
#> [18,]  4.34363122 10.64028004 -0.36400547  0.0887773370  2.63591029  0.92336545
#> [19,]  3.44279602  4.54588556 -0.03696726  0.0172453831 -1.54605581 -0.57905217
#> [20,]  3.22540782  3.34031451 -0.09662979  0.1084779920  0.56272558  0.21841901
#>               [,12]       [,13]        [,14]        [,15]        [,16]
#>  [1,]  1.2869533585 -0.42385231  0.173597346  21.60876581  1.272340101
#>  [2,]  0.3000705576 -1.24080787  0.195401984   2.45655137  0.211655074
#>  [3,]  0.1934335959 -0.82465705  0.230152887   0.60640977  0.135777434
#>  [4,]  0.0244122875  3.78607478 -0.309864035  -2.61731089 -0.006061679
#>  [5,]  2.1820558286 -0.28809085  0.350890490   9.61679157  1.078678494
#>  [6,]  1.2864366213  0.37890679  0.184024187   2.68314911  0.666228856
#>  [7,]  4.3560929137 -2.96317678  0.742750639  30.02896103  2.846981187
#>  [8,] -0.0917777736  0.08082625 -0.035263539  -0.81296198 -0.090880973
#>  [9,] -0.0008208795  0.03705700 -0.002264243   0.09663898  0.020620430
#> [10,]  0.7478484526 -1.96126420  0.501850267   2.09128316  0.181801158
#> [11,]  0.0673175234 -0.35535036  0.133314386   0.47155142  0.082472295
#> [12,]  5.0284186659 -0.72811234  0.117957128   5.91407609  0.590339989
#> [13,] -0.7281123355 12.17743987 -0.347357144  -5.24084722  0.089946007
#> [14,]  0.1179571285 -0.34735714  0.222594350   0.52657891  0.084957364
#> [15,]  5.9140760948 -5.24084722  0.526578910 138.89088360  5.439290925
#> [16,]  0.5903399891  0.08994601  0.084957364   5.43929093  0.870303857
#> [17,]  2.1485107417 -0.51368196  0.709621281  14.39949766  1.671746467
#> [18,]  2.6253862961 -0.11936194  0.877608946  16.16701257  2.087618889
#> [19,]  1.1441429478  0.58270630 -0.069877812  18.66014021  0.492886456
#> [20,] -0.6291515299 -1.99838576 -0.078305883   4.42945753  1.001596976
#>             [,17]       [,18]       [,19]       [,20]
#>  [1,]  4.17600829  5.28578973  6.17990522  3.26287650
#>  [2,]  1.08526150  1.22453317 -0.69375867  0.52225055
#>  [3,]  0.79700814  0.76831237 -0.17139194  0.08796418
#>  [4,] -0.79656219 -0.90834513  0.04882468 -0.59565838
#>  [5,]  3.40838338  4.38928491  1.19361073  2.72451334
#>  [6,]  2.82231258  4.34363122  3.44279602  3.22540782
#>  [7,]  9.14609667 10.64028004  4.54588556  3.34031451
#>  [8,] -0.28234769 -0.36400547 -0.03696726 -0.09662979
#>  [9,]  0.04730509  0.08877734  0.01724538  0.10847799
#> [10,]  2.65351027  2.63591029 -1.54605581  0.56272558
#> [11,]  0.90632093  0.92336545 -0.57905217  0.21841901
#> [12,]  2.14851074  2.62538630  1.14414295 -0.62915153
#> [13,] -0.51368196 -0.11936194  0.58270630 -1.99838576
#> [14,]  0.70962128  0.87760895 -0.06987781 -0.07830588
#> [15,] 14.39949766 16.16701257 18.66014021  4.42945753
#> [16,]  1.67174647  2.08761889  0.49288646  1.00159698
#> [17,] 10.26847300 12.11388235  2.10965544  4.19976921
#> [18,] 12.11388235 17.06125558  2.73725507  7.31419188
#> [19,]  2.10965544  2.73725507  9.77205593  0.99871308
#> [20,]  4.19976921  7.31419188  0.99871308 29.63764513
#> 
#> , , 5
#> 
#>              [,1]        [,2]         [,3]         [,4]        [,5]        [,6]
#>  [1,]  6.19757759 -0.10104547  0.381747372 -0.301343818  2.01482875  2.83303569
#>  [2,] -0.10104547  3.39962234  0.520205307 -1.338078304  0.88437248 -0.51577441
#>  [3,]  0.38174737  0.52020531  0.719287593 -0.741480093  0.51957744  0.17315267
#>  [4,] -0.30134382 -1.33807830 -0.741480093  5.646673515 -0.29241152  0.22218769
#>  [5,]  2.01482875  0.88437248  0.519577438 -0.292411516  6.75276917  2.18756062
#>  [6,]  2.83303569 -0.51577441  0.173152674  0.222187689  2.18756062  5.33215682
#>  [7,]  6.12224693  0.92384911  1.473216260 -0.044371198  6.18030103  3.45761063
#>  [8,] -0.18939925 -0.02783687 -0.066690253  0.008325165 -0.20909062 -0.12082730
#>  [9,]  0.02553798 -0.01150828 -0.004816794  0.033878463  0.03358741  0.03320202
#> [10,] -0.76658186  5.31437305  0.818225444 -2.705590678  1.01322095 -0.31227629
#> [11,] -0.06689820  1.97845942  0.280403057 -0.785947088  0.67467589 -0.05401243
#> [12,]  1.54771112  0.45371983  0.267083646  0.154986978  2.27149380  1.15976788
#> [13,] -0.66254336 -1.56899426 -0.675607152  4.575682565 -0.43502773  0.49019339
#> [14,]  0.26366169  0.22843618  0.261145485 -0.329280411  0.24673692  0.15794437
#> [15,] 20.38962664  0.81848325  1.665651272 -3.223492931  7.52060588 -0.62260388
#> [16,]  1.37999481  0.38719196  0.250824990  0.005798242  1.22632456  0.69663855
#> [17,]  2.96534445  0.58321245  0.694187055 -0.431148026  2.68998724  2.17279671
#> [18,]  3.72495425  1.33349449  0.880777588 -1.221917242  3.66737472  3.04757975
#> [19,]  5.21482781 -0.58637541  0.084023552 -0.575373433  0.78549358  2.48266617
#> [20,]  1.51386178 -1.08473742 -0.059572115 -0.281658759  2.42683732  1.46590268
#>              [,7]         [,8]         [,9]        [,10]        [,11]
#>  [1,]  6.12224693 -0.189399252  0.025537976 -0.766581863 -0.066898195
#>  [2,]  0.92384911 -0.027836866 -0.011508285  5.314373054  1.978459425
#>  [3,]  1.47321626 -0.066690253 -0.004816794  0.818225444  0.280403057
#>  [4,] -0.04437120  0.008325165  0.033878463 -2.705590678 -0.785947088
#>  [5,]  6.18030103 -0.209090617  0.033587415  1.013220951  0.674675894
#>  [6,]  3.45761063 -0.120827305  0.033202019 -0.312276293 -0.054012425
#>  [7,] 21.84687902 -0.594491323  0.078420911  1.717477456  0.939924868
#>  [8,] -0.59449132  0.042431346 -0.003408844 -0.049659201 -0.017957332
#>  [9,]  0.07842091 -0.003408844  0.008160513 -0.005509125  0.008578281
#> [10,]  1.71747746 -0.049659201 -0.005509125 17.765170687  3.812316922
#> [11,]  0.93992487 -0.017957332  0.008578281  3.812316922  1.612691939
#> [12,]  5.56717942 -0.154386547  0.007488141  0.833330016  0.479574207
#> [13,] -0.56743912  0.017833451  0.036341139 -1.332212340 -0.796668940
#> [14,]  0.85303082 -0.034383759 -0.002177521  0.474115638  0.182282554
#> [15,] 29.19878879 -0.980282721  0.060598934 -4.220397575 -0.465686258
#> [16,]  3.54858933 -0.117601685  0.011475302  0.414923940  0.181875416
#> [17,]  8.85263293 -0.287627361  0.044372146  2.040316533  0.850747919
#> [18,] 10.32870513 -0.336005288  0.047785539  3.309206369  1.301594867
#> [19,]  2.98718954 -0.053991316  0.001835864 -1.677340303 -0.463421301
#> [20,]  1.30150814 -0.090704799  0.020010135 -1.429161555 -0.836219796
#>              [,12]       [,13]        [,14]        [,15]        [,16]
#>  [1,]  1.547711118 -0.66254336  0.263661688  20.38962664  1.379994812
#>  [2,]  0.453719830 -1.56899426  0.228436185   0.81848325  0.387191958
#>  [3,]  0.267083646 -0.67560715  0.261145485   1.66565127  0.250824990
#>  [4,]  0.154986978  4.57568257 -0.329280411  -3.22349293  0.005798242
#>  [5,]  2.271493802 -0.43502773  0.246736921   7.52060588  1.226324564
#>  [6,]  1.159767883  0.49019339  0.157944369  -0.62260388  0.696638553
#>  [7,]  5.567179420 -0.56743912  0.853030816  29.19878879  3.548589327
#>  [8,] -0.154386547  0.01783345 -0.034383759  -0.98028272 -0.117601685
#>  [9,]  0.007488141  0.03634114 -0.002177521   0.06059893  0.011475302
#> [10,]  0.833330016 -1.33221234  0.474115638  -4.22039758  0.414923940
#> [11,]  0.479574207 -0.79666894  0.182282554  -0.46568626  0.181875416
#> [12,]  5.424783452 -0.45234312  0.189658070   8.74830289  0.953859985
#> [13,] -0.452343116 11.81642046 -0.392314676  -7.51989947 -0.104967523
#> [14,]  0.189658070 -0.39231468  0.224243553   0.98385905  0.138595979
#> [15,]  8.748302892 -7.51989947  0.983859049 147.05405946  5.995504347
#> [16,]  0.953859985 -0.10496752  0.138595979   5.99550435  1.009966099
#> [17,]  3.084962589 -0.14661231  0.617687442  13.37586773  1.771776262
#> [18,]  3.718655227 -0.88043746  0.817791513  15.36120184  2.131596101
#> [19,]  0.863358530 -0.45774176  0.101673435  16.00930972  0.527015382
#> [20,] -0.329685115  0.13328930 -0.245706146   3.60323119  0.247060470
#>             [,17]       [,18]        [,19]       [,20]
#>  [1,]  2.96534445  3.72495425  5.214827811  1.51386178
#>  [2,]  0.58321245  1.33349449 -0.586375407 -1.08473742
#>  [3,]  0.69418706  0.88077759  0.084023552 -0.05957212
#>  [4,] -0.43114803 -1.22191724 -0.575373433 -0.28165876
#>  [5,]  2.68998724  3.66737472  0.785493581  2.42683732
#>  [6,]  2.17279671  3.04757975  2.482666168  1.46590268
#>  [7,]  8.85263293 10.32870513  2.987189535  1.30150814
#>  [8,] -0.28762736 -0.33600529 -0.053991316 -0.09070480
#>  [9,]  0.04437215  0.04778554  0.001835864  0.02001014
#> [10,]  2.04031653  3.30920637 -1.677340303 -1.42916156
#> [11,]  0.85074792  1.30159487 -0.463421301 -0.83621980
#> [12,]  3.08496259  3.71865523  0.863358530 -0.32968512
#> [13,] -0.14661231 -0.88043746 -0.457741757  0.13328930
#> [14,]  0.61768744  0.81779151  0.101673435 -0.24570615
#> [15,] 13.37586773 15.36120184 16.009309718  3.60323119
#> [16,]  1.77177626  2.13159610  0.527015382  0.24706047
#> [17,]  9.05988688 10.76843730  1.558014152  2.26809955
#> [18,] 10.76843730 15.62993995  2.090570101  4.24258945
#> [19,]  1.55801415  2.09057010  8.278316577  1.42850893
#> [20,]  2.26809955  4.24258945  1.428508932 25.61074999
#> 
#> 
#> $V
#> , , 1
#> 
#>              [,1]       [,2]       [,3]        [,4]        [,5]        [,6]
#>  [1,] 0.004159223 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#>  [2,] 0.000000000 0.01158376 0.00000000 0.000000000 0.000000000 0.000000000
#>  [3,] 0.000000000 0.00000000 0.05244493 0.000000000 0.000000000 0.000000000
#>  [4,] 0.000000000 0.00000000 0.00000000 0.006306688 0.000000000 0.000000000
#>  [5,] 0.000000000 0.00000000 0.00000000 0.000000000 0.004977897 0.000000000
#>  [6,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.006587671
#>  [7,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#>  [8,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#>  [9,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#> [10,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#> [11,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#> [12,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#> [13,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#> [14,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#> [15,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#> [16,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#> [17,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#> [18,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#> [19,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#> [20,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#> [21,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#>              [,7]     [,8]     [,9]       [,10]      [,11]     [,12]
#>  [1,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#>  [2,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#>  [3,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#>  [4,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#>  [5,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#>  [6,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#>  [7,] 0.001625875 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#>  [8,] 0.000000000 0.619006 0.000000 0.000000000 0.00000000 0.0000000
#>  [9,] 0.000000000 0.000000 6.223589 0.000000000 0.00000000 0.0000000
#> [10,] 0.000000000 0.000000 0.000000 0.001968034 0.00000000 0.0000000
#> [11,] 0.000000000 0.000000 0.000000 0.000000000 0.02189902 0.0000000
#> [12,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0102052
#> [13,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#> [14,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#> [15,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#> [16,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#> [17,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#> [18,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#> [19,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#> [20,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#> [21,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#>             [,13]     [,14]        [,15]     [,16]       [,17]       [,18]
#>  [1,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#>  [2,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#>  [3,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#>  [4,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#>  [5,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#>  [6,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#>  [7,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#>  [8,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#>  [9,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#> [10,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#> [11,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#> [12,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#> [13,] 0.002669859 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#> [14,] 0.000000000 0.1849418 0.0000000000 0.0000000 0.000000000 0.000000000
#> [15,] 0.000000000 0.0000000 0.0001627597 0.0000000 0.000000000 0.000000000
#> [16,] 0.000000000 0.0000000 0.0000000000 0.0291217 0.000000000 0.000000000
#> [17,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.003279037 0.000000000
#> [18,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.001705707
#> [19,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#> [20,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#> [21,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#>             [,19]       [,20] [,21]
#>  [1,] 0.000000000 0.000000000     0
#>  [2,] 0.000000000 0.000000000     0
#>  [3,] 0.000000000 0.000000000     0
#>  [4,] 0.000000000 0.000000000     0
#>  [5,] 0.000000000 0.000000000     0
#>  [6,] 0.000000000 0.000000000     0
#>  [7,] 0.000000000 0.000000000     0
#>  [8,] 0.000000000 0.000000000     0
#>  [9,] 0.000000000 0.000000000     0
#> [10,] 0.000000000 0.000000000     0
#> [11,] 0.000000000 0.000000000     0
#> [12,] 0.000000000 0.000000000     0
#> [13,] 0.000000000 0.000000000     0
#> [14,] 0.000000000 0.000000000     0
#> [15,] 0.000000000 0.000000000     0
#> [16,] 0.000000000 0.000000000     0
#> [17,] 0.000000000 0.000000000     0
#> [18,] 0.000000000 0.000000000     0
#> [19,] 0.004138784 0.000000000     0
#> [20,] 0.000000000 0.001137875     0
#> [21,] 0.000000000 0.000000000   100
#> 
#> , , 2
#> 
#>              [,1]       [,2]       [,3]        [,4]        [,5]        [,6]
#>  [1,] 0.004159223 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#>  [2,] 0.000000000 0.01158376 0.00000000 0.000000000 0.000000000 0.000000000
#>  [3,] 0.000000000 0.00000000 0.05244493 0.000000000 0.000000000 0.000000000
#>  [4,] 0.000000000 0.00000000 0.00000000 0.006306688 0.000000000 0.000000000
#>  [5,] 0.000000000 0.00000000 0.00000000 0.000000000 0.004977897 0.000000000
#>  [6,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.006587671
#>  [7,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#>  [8,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#>  [9,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#> [10,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#> [11,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#> [12,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#> [13,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#> [14,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#> [15,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#> [16,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#> [17,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#> [18,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#> [19,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#> [20,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#> [21,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#>              [,7]     [,8]     [,9]       [,10]      [,11]     [,12]
#>  [1,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#>  [2,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#>  [3,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#>  [4,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#>  [5,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#>  [6,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#>  [7,] 0.001625875 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#>  [8,] 0.000000000 0.619006 0.000000 0.000000000 0.00000000 0.0000000
#>  [9,] 0.000000000 0.000000 6.223589 0.000000000 0.00000000 0.0000000
#> [10,] 0.000000000 0.000000 0.000000 0.001968034 0.00000000 0.0000000
#> [11,] 0.000000000 0.000000 0.000000 0.000000000 0.02189902 0.0000000
#> [12,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0102052
#> [13,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#> [14,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#> [15,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#> [16,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#> [17,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#> [18,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#> [19,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#> [20,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#> [21,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#>             [,13]     [,14]        [,15]     [,16]       [,17]       [,18]
#>  [1,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#>  [2,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#>  [3,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#>  [4,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#>  [5,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#>  [6,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#>  [7,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#>  [8,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#>  [9,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#> [10,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#> [11,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#> [12,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#> [13,] 0.002669859 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#> [14,] 0.000000000 0.1849418 0.0000000000 0.0000000 0.000000000 0.000000000
#> [15,] 0.000000000 0.0000000 0.0001627597 0.0000000 0.000000000 0.000000000
#> [16,] 0.000000000 0.0000000 0.0000000000 0.0291217 0.000000000 0.000000000
#> [17,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.003279037 0.000000000
#> [18,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.001705707
#> [19,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#> [20,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#> [21,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#>             [,19]       [,20] [,21]
#>  [1,] 0.000000000 0.000000000     0
#>  [2,] 0.000000000 0.000000000     0
#>  [3,] 0.000000000 0.000000000     0
#>  [4,] 0.000000000 0.000000000     0
#>  [5,] 0.000000000 0.000000000     0
#>  [6,] 0.000000000 0.000000000     0
#>  [7,] 0.000000000 0.000000000     0
#>  [8,] 0.000000000 0.000000000     0
#>  [9,] 0.000000000 0.000000000     0
#> [10,] 0.000000000 0.000000000     0
#> [11,] 0.000000000 0.000000000     0
#> [12,] 0.000000000 0.000000000     0
#> [13,] 0.000000000 0.000000000     0
#> [14,] 0.000000000 0.000000000     0
#> [15,] 0.000000000 0.000000000     0
#> [16,] 0.000000000 0.000000000     0
#> [17,] 0.000000000 0.000000000     0
#> [18,] 0.000000000 0.000000000     0
#> [19,] 0.004138784 0.000000000     0
#> [20,] 0.000000000 0.001137875     0
#> [21,] 0.000000000 0.000000000   100
#> 
#> , , 3
#> 
#>              [,1]       [,2]       [,3]        [,4]        [,5]        [,6]
#>  [1,] 0.004159223 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#>  [2,] 0.000000000 0.01158376 0.00000000 0.000000000 0.000000000 0.000000000
#>  [3,] 0.000000000 0.00000000 0.05244493 0.000000000 0.000000000 0.000000000
#>  [4,] 0.000000000 0.00000000 0.00000000 0.006306688 0.000000000 0.000000000
#>  [5,] 0.000000000 0.00000000 0.00000000 0.000000000 0.004977897 0.000000000
#>  [6,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.006587671
#>  [7,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#>  [8,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#>  [9,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#> [10,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#> [11,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#> [12,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#> [13,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#> [14,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#> [15,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#> [16,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#> [17,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#> [18,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#> [19,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#> [20,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#> [21,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#>              [,7]     [,8]     [,9]       [,10]      [,11]     [,12]
#>  [1,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#>  [2,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#>  [3,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#>  [4,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#>  [5,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#>  [6,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#>  [7,] 0.001625875 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#>  [8,] 0.000000000 0.619006 0.000000 0.000000000 0.00000000 0.0000000
#>  [9,] 0.000000000 0.000000 6.223589 0.000000000 0.00000000 0.0000000
#> [10,] 0.000000000 0.000000 0.000000 0.001968034 0.00000000 0.0000000
#> [11,] 0.000000000 0.000000 0.000000 0.000000000 0.02189902 0.0000000
#> [12,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0102052
#> [13,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#> [14,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#> [15,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#> [16,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#> [17,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#> [18,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#> [19,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#> [20,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#> [21,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#>             [,13]     [,14]        [,15]     [,16]       [,17]       [,18]
#>  [1,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#>  [2,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#>  [3,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#>  [4,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#>  [5,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#>  [6,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#>  [7,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#>  [8,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#>  [9,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#> [10,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#> [11,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#> [12,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#> [13,] 0.002669859 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#> [14,] 0.000000000 0.1849418 0.0000000000 0.0000000 0.000000000 0.000000000
#> [15,] 0.000000000 0.0000000 0.0001627597 0.0000000 0.000000000 0.000000000
#> [16,] 0.000000000 0.0000000 0.0000000000 0.0291217 0.000000000 0.000000000
#> [17,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.003279037 0.000000000
#> [18,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.001705707
#> [19,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#> [20,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#> [21,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#>             [,19]       [,20] [,21]
#>  [1,] 0.000000000 0.000000000     0
#>  [2,] 0.000000000 0.000000000     0
#>  [3,] 0.000000000 0.000000000     0
#>  [4,] 0.000000000 0.000000000     0
#>  [5,] 0.000000000 0.000000000     0
#>  [6,] 0.000000000 0.000000000     0
#>  [7,] 0.000000000 0.000000000     0
#>  [8,] 0.000000000 0.000000000     0
#>  [9,] 0.000000000 0.000000000     0
#> [10,] 0.000000000 0.000000000     0
#> [11,] 0.000000000 0.000000000     0
#> [12,] 0.000000000 0.000000000     0
#> [13,] 0.000000000 0.000000000     0
#> [14,] 0.000000000 0.000000000     0
#> [15,] 0.000000000 0.000000000     0
#> [16,] 0.000000000 0.000000000     0
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#> [18,] 0.000000000 0.000000000     0
#> [19,] 0.004138784 0.000000000     0
#> [20,] 0.000000000 0.001137875     0
#> [21,] 0.000000000 0.000000000   100
#> 
#> , , 4
#> 
#>              [,1]       [,2]       [,3]        [,4]        [,5]        [,6]
#>  [1,] 0.004159223 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#>  [2,] 0.000000000 0.01158376 0.00000000 0.000000000 0.000000000 0.000000000
#>  [3,] 0.000000000 0.00000000 0.05244493 0.000000000 0.000000000 0.000000000
#>  [4,] 0.000000000 0.00000000 0.00000000 0.006306688 0.000000000 0.000000000
#>  [5,] 0.000000000 0.00000000 0.00000000 0.000000000 0.004977897 0.000000000
#>  [6,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.006587671
#>  [7,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#>  [8,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#>  [9,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#> [10,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
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#> [12,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#> [13,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
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#> [20,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#> [21,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#>              [,7]     [,8]     [,9]       [,10]      [,11]     [,12]
#>  [1,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#>  [2,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
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#>  [8,] 0.000000000 0.619006 0.000000 0.000000000 0.00000000 0.0000000
#>  [9,] 0.000000000 0.000000 6.223589 0.000000000 0.00000000 0.0000000
#> [10,] 0.000000000 0.000000 0.000000 0.001968034 0.00000000 0.0000000
#> [11,] 0.000000000 0.000000 0.000000 0.000000000 0.02189902 0.0000000
#> [12,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0102052
#> [13,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#> [14,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
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#> [20,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#> [21,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#>             [,13]     [,14]        [,15]     [,16]       [,17]       [,18]
#>  [1,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#>  [2,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#>  [3,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#>  [4,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#>  [5,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#>  [6,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#>  [7,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#>  [8,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
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#> [10,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#> [11,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#> [12,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#> [13,] 0.002669859 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#> [14,] 0.000000000 0.1849418 0.0000000000 0.0000000 0.000000000 0.000000000
#> [15,] 0.000000000 0.0000000 0.0001627597 0.0000000 0.000000000 0.000000000
#> [16,] 0.000000000 0.0000000 0.0000000000 0.0291217 0.000000000 0.000000000
#> [17,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.003279037 0.000000000
#> [18,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.001705707
#> [19,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#> [20,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#> [21,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#>             [,19]       [,20] [,21]
#>  [1,] 0.000000000 0.000000000     0
#>  [2,] 0.000000000 0.000000000     0
#>  [3,] 0.000000000 0.000000000     0
#>  [4,] 0.000000000 0.000000000     0
#>  [5,] 0.000000000 0.000000000     0
#>  [6,] 0.000000000 0.000000000     0
#>  [7,] 0.000000000 0.000000000     0
#>  [8,] 0.000000000 0.000000000     0
#>  [9,] 0.000000000 0.000000000     0
#> [10,] 0.000000000 0.000000000     0
#> [11,] 0.000000000 0.000000000     0
#> [12,] 0.000000000 0.000000000     0
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#> [18,] 0.000000000 0.000000000     0
#> [19,] 0.004138784 0.000000000     0
#> [20,] 0.000000000 0.001137875     0
#> [21,] 0.000000000 0.000000000   100
#> 
#> , , 5
#> 
#>              [,1]       [,2]       [,3]        [,4]        [,5]        [,6]
#>  [1,] 0.004159223 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#>  [2,] 0.000000000 0.01158376 0.00000000 0.000000000 0.000000000 0.000000000
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#>  [4,] 0.000000000 0.00000000 0.00000000 0.006306688 0.000000000 0.000000000
#>  [5,] 0.000000000 0.00000000 0.00000000 0.000000000 0.004977897 0.000000000
#>  [6,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.006587671
#>  [7,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#>  [8,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#>  [9,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#> [10,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#> [11,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#> [12,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#> [13,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#> [14,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#> [15,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#> [16,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#> [17,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#> [18,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#> [19,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#> [20,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#> [21,] 0.000000000 0.00000000 0.00000000 0.000000000 0.000000000 0.000000000
#>              [,7]     [,8]     [,9]       [,10]      [,11]     [,12]
#>  [1,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#>  [2,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#>  [3,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#>  [4,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#>  [5,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#>  [6,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#>  [7,] 0.001625875 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#>  [8,] 0.000000000 0.619006 0.000000 0.000000000 0.00000000 0.0000000
#>  [9,] 0.000000000 0.000000 6.223589 0.000000000 0.00000000 0.0000000
#> [10,] 0.000000000 0.000000 0.000000 0.001968034 0.00000000 0.0000000
#> [11,] 0.000000000 0.000000 0.000000 0.000000000 0.02189902 0.0000000
#> [12,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0102052
#> [13,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#> [14,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#> [15,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#> [16,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#> [17,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#> [18,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#> [19,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#> [20,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#> [21,] 0.000000000 0.000000 0.000000 0.000000000 0.00000000 0.0000000
#>             [,13]     [,14]        [,15]     [,16]       [,17]       [,18]
#>  [1,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#>  [2,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#>  [3,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#>  [4,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#>  [5,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#>  [6,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#>  [7,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#>  [8,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#>  [9,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#> [10,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#> [11,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#> [12,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#> [13,] 0.002669859 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#> [14,] 0.000000000 0.1849418 0.0000000000 0.0000000 0.000000000 0.000000000
#> [15,] 0.000000000 0.0000000 0.0001627597 0.0000000 0.000000000 0.000000000
#> [16,] 0.000000000 0.0000000 0.0000000000 0.0291217 0.000000000 0.000000000
#> [17,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.003279037 0.000000000
#> [18,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.001705707
#> [19,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#> [20,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#> [21,] 0.000000000 0.0000000 0.0000000000 0.0000000 0.000000000 0.000000000
#>             [,19]       [,20] [,21]
#>  [1,] 0.000000000 0.000000000     0
#>  [2,] 0.000000000 0.000000000     0
#>  [3,] 0.000000000 0.000000000     0
#>  [4,] 0.000000000 0.000000000     0
#>  [5,] 0.000000000 0.000000000     0
#>  [6,] 0.000000000 0.000000000     0
#>  [7,] 0.000000000 0.000000000     0
#>  [8,] 0.000000000 0.000000000     0
#>  [9,] 0.000000000 0.000000000     0
#> [10,] 0.000000000 0.000000000     0
#> [11,] 0.000000000 0.000000000     0
#> [12,] 0.000000000 0.000000000     0
#> [13,] 0.000000000 0.000000000     0
#> [14,] 0.000000000 0.000000000     0
#> [15,] 0.000000000 0.000000000     0
#> [16,] 0.000000000 0.000000000     0
#> [17,] 0.000000000 0.000000000     0
#> [18,] 0.000000000 0.000000000     0
#> [19,] 0.004138784 0.000000000     0
#> [20,] 0.000000000 0.001137875     0
#> [21,] 0.000000000 0.000000000   100
#> 
#> 
#> $sigma2
#>        [,1] [,2] [,3] [,4] [,5]
#>   [1,]    1    1    1    1    1
#>   [2,]    1    1    1    1    1
#>   [3,]    1    1    1    1    1
#>   [4,]    1    1    1    1    1
#>   [5,]    1    1    1    1    1
#>   [6,]    1    1    1    1    1
#>   [7,]    1    1    1    1    1
#>   [8,]    1    1    1    1    1
#>   [9,]    1    1    1    1    1
#>  [10,]    1    1    1    1    1
#>  [11,]    1    1    1    1    1
#>  [12,]    1    1    1    1    1
#>  [13,]    1    1    1    1    1
#>  [14,]    1    1    1    1    1
#>  [15,]    1    1    1    1    1
#>  [16,]    1    1    1    1    1
#>  [17,]    1    1    1    1    1
#>  [18,]    1    1    1    1    1
#>  [19,]    1    1    1    1    1
#>  [20,]    1    1    1    1    1
#>  [21,]    1    1    1    1    1
#>  [22,]    1    1    1    1    1
#>  [23,]    1    1    1    1    1
#>  [24,]    1    1    1    1    1
#>  [25,]    1    1    1    1    1
#>  [26,]    1    1    1    1    1
#>  [27,]    1    1    1    1    1
#>  [28,]    1    1    1    1    1
#>  [29,]    1    1    1    1    1
#>  [30,]    1    1    1    1    1
#>  [31,]    1    1    1    1    1
#>  [32,]    1    1    1    1    1
#>  [33,]    1    1    1    1    1
#>  [34,]    1    1    1    1    1
#>  [35,]    1    1    1    1    1
#>  [36,]    1    1    1    1    1
#>  [37,]    1    1    1    1    1
#>  [38,]    1    1    1    1    1
#>  [39,]    1    1    1    1    1
#>  [40,]    1    1    1    1    1
#>  [41,]    1    1    1    1    1
#>  [42,]    1    1    1    1    1
#>  [43,]    1    1    1    1    1
#>  [44,]    1    1    1    1    1
#>  [45,]    1    1    1    1    1
#>  [46,]    1    1    1    1    1
#>  [47,]    1    1    1    1    1
#>  [48,]    1    1    1    1    1
#>  [49,]    1    1    1    1    1
#>  [50,]    1    1    1    1    1
#>  [51,]    1    1    1    1    1
#>  [52,]    1    1    1    1    1
#>  [53,]    1    1    1    1    1
#>  [54,]    1    1    1    1    1
#>  [55,]    1    1    1    1    1
#>  [56,]    1    1    1    1    1
#>  [57,]    1    1    1    1    1
#>  [58,]    1    1    1    1    1
#>  [59,]    1    1    1    1    1
#>  [60,]    1    1    1    1    1
#>  [61,]    1    1    1    1    1
#>  [62,]    1    1    1    1    1
#>  [63,]    1    1    1    1    1
#>  [64,]    1    1    1    1    1
#>  [65,]    1    1    1    1    1
#>  [66,]    1    1    1    1    1
#>  [67,]    1    1    1    1    1
#>  [68,]    1    1    1    1    1
#>  [69,]    1    1    1    1    1
#>  [70,]    1    1    1    1    1
#>  [71,]    1    1    1    1    1
#>  [72,]    1    1    1    1    1
#>  [73,]    1    1    1    1    1
#>  [74,]    1    1    1    1    1
#>  [75,]    1    1    1    1    1
#>  [76,]    1    1    1    1    1
#>  [77,]    1    1    1    1    1
#>  [78,]    1    1    1    1    1
#>  [79,]    1    1    1    1    1
#>  [80,]    1    1    1    1    1
#>  [81,]    1    1    1    1    1
#>  [82,]    1    1    1    1    1
#>  [83,]    1    1    1    1    1
#>  [84,]    1    1    1    1    1
#>  [85,]    1    1    1    1    1
#>  [86,]    1    1    1    1    1
#>  [87,]    1    1    1    1    1
#>  [88,]    1    1    1    1    1
#>  [89,]    1    1    1    1    1
#>  [90,]    1    1    1    1    1
#>  [91,]    1    1    1    1    1
#>  [92,]    1    1    1    1    1
#>  [93,]    1    1    1    1    1
#>  [94,]    1    1    1    1    1
#>  [95,]    1    1    1    1    1
#>  [96,]    1    1    1    1    1
#>  [97,]    1    1    1    1    1
#>  [98,]    1    1    1    1    1
#>  [99,]    1    1    1    1    1
#> [100,]    1    1    1    1    1
#> [101,]    1    1    1    1    1
#> [102,]    1    1    1    1    1
#> [103,]    1    1    1    1    1
#> [104,]    1    1    1    1    1
#> [105,]    1    1    1    1    1
#> [106,]    1    1    1    1    1
#> [107,]    1    1    1    1    1
#> [108,]    1    1    1    1    1
#> [109,]    1    1    1    1    1
#> [110,]    1    1    1    1    1
#> [111,]    1    1    1    1    1
#> [112,]    1    1    1    1    1
#> [113,]    1    1    1    1    1
#> [114,]    1    1    1    1    1
#> [115,]    1    1    1    1    1
#> [116,]    1    1    1    1    1
#> [117,]    1    1    1    1    1
#> [118,]    1    1    1    1    1
#> [119,]    1    1    1    1    1
#> [120,]    1    1    1    1    1
#> [121,]    1    1    1    1    1
#> [122,]    1    1    1    1    1
#> [123,]    1    1    1    1    1
#> [124,]    1    1    1    1    1
#> [125,]    1    1    1    1    1
#> [126,]    1    1    1    1    1
#> [127,]    1    1    1    1    1
#> [128,]    1    1    1    1    1
#> [129,]    1    1    1    1    1
#> [130,]    1    1    1    1    1
#> [131,]    1    1    1    1    1
#> [132,]    1    1    1    1    1
#> [133,]    1    1    1    1    1
#> [134,]    1    1    1    1    1
#> [135,]    1    1    1    1    1
#> [136,]    1    1    1    1    1
#> [137,]    1    1    1    1    1
#> [138,]    1    1    1    1    1
#> [139,]    1    1    1    1    1
#> [140,]    1    1    1    1    1
#> [141,]    1    1    1    1    1
#> [142,]    1    1    1    1    1
#> [143,]    1    1    1    1    1
#> [144,]    1    1    1    1    1
#> [145,]    1    1    1    1    1
#> [146,]    1    1    1    1    1
#> [147,]    1    1    1    1    1
#> [148,]    1    1    1    1    1
#> [149,]    1    1    1    1    1
#> [150,]    1    1    1    1    1
#> [151,]    1    1    1    1    1
#> [152,]    1    1    1    1    1
#> [153,]    1    1    1    1    1
#> [154,]    1    1    1    1    1
#> [155,]    1    1    1    1    1
#> [156,]    1    1    1    1    1
#> [157,]    1    1    1    1    1
#> [158,]    1    1    1    1    1
#> [159,]    1    1    1    1    1
#> [160,]    1    1    1    1    1
#> [161,]    1    1    1    1    1
#> [162,]    1    1    1    1    1
#> [163,]    1    1    1    1    1
#> [164,]    1    1    1    1    1
#> [165,]    1    1    1    1    1
#> [166,]    1    1    1    1    1
#> [167,]    1    1    1    1    1
#> [168,]    1    1    1    1    1
#> [169,]    1    1    1    1    1
#> [170,]    1    1    1    1    1
#> [171,]    1    1    1    1    1
#> [172,]    1    1    1    1    1
#> [173,]    1    1    1    1    1
#> [174,]    1    1    1    1    1
#> [175,]    1    1    1    1    1
#> [176,]    1    1    1    1    1
#> [177,]    1    1    1    1    1
#> [178,]    1    1    1    1    1
#> [179,]    1    1    1    1    1
#> [180,]    1    1    1    1    1
#> [181,]    1    1    1    1    1
#> [182,]    1    1    1    1    1
#> [183,]    1    1    1    1    1
#> [184,]    1    1    1    1    1
#> [185,]    1    1    1    1    1
#> [186,]    1    1    1    1    1
#> [187,]    1    1    1    1    1
#> [188,]    1    1    1    1    1
#> [189,]    1    1    1    1    1
#> [190,]    1    1    1    1    1
#> [191,]    1    1    1    1    1
#> [192,]    1    1    1    1    1
#> [193,]    1    1    1    1    1
#> [194,]    1    1    1    1    1
#> [195,]    1    1    1    1    1
#> [196,]    1    1    1    1    1
#> [197,]    1    1    1    1    1
#> [198,]    1    1    1    1    1
#> [199,]    1    1    1    1    1
#> [200,]    1    1    1    1    1
#> [201,]    1    1    1    1    1
#> [202,]    1    1    1    1    1
#> [203,]    1    1    1    1    1
#> [204,]    1    1    1    1    1
#> [205,]    1    1    1    1    1
#> [206,]    1    1    1    1    1
#> [207,]    1    1    1    1    1
#> [208,]    1    1    1    1    1
#> [209,]    1    1    1    1    1
#> [210,]    1    1    1    1    1
#> [211,]    1    1    1    1    1
#> [212,]    1    1    1    1    1
#> [213,]    1    1    1    1    1
#> [214,]    1    1    1    1    1
#> [215,]    1    1    1    1    1
#> [216,]    1    1    1    1    1
#> 
#> $h
#>                 [,1]          [,2]          [,3]          [,4]          [,5]
#>   [1,]  0.0171291746  0.0171291746  0.0171291746  0.0171291746  0.0171291746
#>   [2,]  0.0195415799  0.0195415799  0.0195415799  0.0195415799  0.0195415799
#>   [3,]  0.0114165527  0.0114165527  0.0114165527  0.0114165527  0.0114165527
#>   [4,]  0.0048586453  0.0048586453  0.0048586453  0.0048586453  0.0048586453
#>   [5,] -0.0027810991 -0.0027810991 -0.0027810991 -0.0027810991 -0.0027810991
#>   [6,]  0.0067362771  0.0067362771  0.0067362771  0.0067362771  0.0067362771
#>   [7,] -0.0061372016 -0.0061372016 -0.0061372016 -0.0061372016 -0.0061372016
#>   [8,] -0.0200315586 -0.0200315586 -0.0200315586 -0.0200315586 -0.0200315586
#>   [9,]  0.0121228101  0.0121228101  0.0121228101  0.0121228101  0.0121228101
#>  [10,] -0.0051616994 -0.0051616994 -0.0051616994 -0.0051616994 -0.0051616994
#>  [11,]  0.0072682160  0.0072682160  0.0072682160  0.0072682160  0.0072682160
#>  [12,] -0.0172530303 -0.0172530303 -0.0172530303 -0.0172530303 -0.0172530303
#>  [13,] -0.0346749014 -0.0346749014 -0.0346749014 -0.0346749014 -0.0346749014
#>  [14,] -0.0011336622 -0.0011336622 -0.0011336622 -0.0011336622 -0.0011336622
#>  [15,] -0.0144717195 -0.0144717195 -0.0144717195 -0.0144717195 -0.0144717195
#>  [16,] -0.0036924474 -0.0036924474 -0.0036924474 -0.0036924474 -0.0036924474
#>  [17,]  0.0033956134  0.0033956134  0.0033956134  0.0033956134  0.0033956134
#>  [18,] -0.0053616902 -0.0053616902 -0.0053616902 -0.0053616902 -0.0053616902
#>  [19,]  0.0003022568  0.0003022568  0.0003022568  0.0003022568  0.0003022568
#>  [20,] -0.0072494308 -0.0072494308 -0.0072494308 -0.0072494308 -0.0072494308
#>  [21,] -0.0109723952 -0.0109723952 -0.0109723952 -0.0109723952 -0.0109723952
#>  [22,] -0.0023689726 -0.0023689726 -0.0023689726 -0.0023689726 -0.0023689726
#>  [23,]  0.0101289299  0.0101289299  0.0101289299  0.0101289299  0.0101289299
#>  [24,] -0.0110155883 -0.0110155883 -0.0110155883 -0.0110155883 -0.0110155883
#>  [25,]  0.0087508686  0.0087508686  0.0087508686  0.0087508686  0.0087508686
#>  [26,] -0.0054336129 -0.0054336129 -0.0054336129 -0.0054336129 -0.0054336129
#>  [27,] -0.0132519258 -0.0132519258 -0.0132519258 -0.0132519258 -0.0132519258
#>  [28,]  0.0063493700  0.0063493700  0.0063493700  0.0063493700  0.0063493700
#>  [29,]  0.0073020304  0.0073020304  0.0073020304  0.0073020304  0.0073020304
#>  [30,]  0.0116652154  0.0116652154  0.0116652154  0.0116652154  0.0116652154
#>  [31,]  0.0059273936  0.0059273936  0.0059273936  0.0059273936  0.0059273936
#>  [32,] -0.0004294465 -0.0004294465 -0.0004294465 -0.0004294465 -0.0004294465
#>  [33,]  0.0152101671  0.0152101671  0.0152101671  0.0152101671  0.0152101671
#>  [34,] -0.0043736305 -0.0043736305 -0.0043736305 -0.0043736305 -0.0043736305
#>  [35,] -0.0008521056 -0.0008521056 -0.0008521056 -0.0008521056 -0.0008521056
#>  [36,] -0.0033030135 -0.0033030135 -0.0033030135 -0.0033030135 -0.0033030135
#>  [37,]  0.0074557049  0.0074557049  0.0074557049  0.0074557049  0.0074557049
#>  [38,] -0.0037511898 -0.0037511898 -0.0037511898 -0.0037511898 -0.0037511898
#>  [39,]  0.0065179295  0.0065179295  0.0065179295  0.0065179295  0.0065179295
#>  [40,] -0.0143474421 -0.0143474421 -0.0143474421 -0.0143474421 -0.0143474421
#>  [41,] -0.0077915763 -0.0077915763 -0.0077915763 -0.0077915763 -0.0077915763
#>  [42,]  0.0029340190  0.0029340190  0.0029340190  0.0029340190  0.0029340190
#>  [43,]  0.0019390404  0.0019390404  0.0019390404  0.0019390404  0.0019390404
#>  [44,] -0.0069910170 -0.0069910170 -0.0069910170 -0.0069910170 -0.0069910170
#>  [45,]  0.0139154887  0.0139154887  0.0139154887  0.0139154887  0.0139154887
#>  [46,]  0.0081905863  0.0081905863  0.0081905863  0.0081905863  0.0081905863
#>  [47,]  0.0008619442  0.0008619442  0.0008619442  0.0008619442  0.0008619442
#>  [48,]  0.0029512601  0.0029512601  0.0029512601  0.0029512601  0.0029512601
#>  [49,] -0.0026751435 -0.0026751435 -0.0026751435 -0.0026751435 -0.0026751435
#>  [50,]  0.0121731708  0.0121731708  0.0121731708  0.0121731708  0.0121731708
#>  [51,]  0.0037059370  0.0037059370  0.0037059370  0.0037059370  0.0037059370
#>  [52,] -0.0200072094 -0.0200072094 -0.0200072094 -0.0200072094 -0.0200072094
#>  [53,]  0.0003176394  0.0003176394  0.0003176394  0.0003176394  0.0003176394
#>  [54,] -0.0004958086 -0.0004958086 -0.0004958086 -0.0004958086 -0.0004958086
#>  [55,] -0.0101721428 -0.0101721428 -0.0101721428 -0.0101721428 -0.0101721428
#>  [56,] -0.0036916711 -0.0036916711 -0.0036916711 -0.0036916711 -0.0036916711
#>  [57,]  0.0171596713  0.0171596713  0.0171596713  0.0171596713  0.0171596713
#>  [58,]  0.0253534708  0.0253534708  0.0253534708  0.0253534708  0.0253534708
#>  [59,]  0.0108965841  0.0108965841  0.0108965841  0.0108965841  0.0108965841
#>  [60,] -0.0044451155 -0.0044451155 -0.0044451155 -0.0044451155 -0.0044451155
#>  [61,]  0.0099246485  0.0099246485  0.0099246485  0.0099246485  0.0099246485
#>  [62,]  0.0070082536  0.0070082536  0.0070082536  0.0070082536  0.0070082536
#>  [63,]  0.0175761506  0.0175761506  0.0175761506  0.0175761506  0.0175761506
#>  [64,] -0.0064968619 -0.0064968619 -0.0064968619 -0.0064968619 -0.0064968619
#>  [65,]  0.0088695194  0.0088695194  0.0088695194  0.0088695194  0.0088695194
#>  [66,]  0.0261914187  0.0261914187  0.0261914187  0.0261914187  0.0261914187
#>  [67,] -0.0210174407 -0.0210174407 -0.0210174407 -0.0210174407 -0.0210174407
#>  [68,]  0.0087783061  0.0087783061  0.0087783061  0.0087783061  0.0087783061
#>  [69,]  0.0132203281  0.0132203281  0.0132203281  0.0132203281  0.0132203281
#>  [70,]  0.0048879490  0.0048879490  0.0048879490  0.0048879490  0.0048879490
#>  [71,]  0.0057421454  0.0057421454  0.0057421454  0.0057421454  0.0057421454
#>  [72,] -0.0075446327 -0.0075446327 -0.0075446327 -0.0075446327 -0.0075446327
#>  [73,] -0.0073549884 -0.0073549884 -0.0073549884 -0.0073549884 -0.0073549884
#>  [74,] -0.0102513097 -0.0102513097 -0.0102513097 -0.0102513097 -0.0102513097
#>  [75,] -0.0171926236 -0.0171926236 -0.0171926236 -0.0171926236 -0.0171926236
#>  [76,]  0.0043284058  0.0043284058  0.0043284058  0.0043284058  0.0043284058
#>  [77,]  0.0011080716  0.0011080716  0.0011080716  0.0011080716  0.0011080716
#>  [78,] -0.0002948708 -0.0002948708 -0.0002948708 -0.0002948708 -0.0002948708
#>  [79,]  0.0015706662  0.0015706662  0.0015706662  0.0015706662  0.0015706662
#>  [80,] -0.0041381813 -0.0041381813 -0.0041381813 -0.0041381813 -0.0041381813
#>  [81,]  0.0177002061  0.0177002061  0.0177002061  0.0177002061  0.0177002061
#>  [82,]  0.0035737134  0.0035737134  0.0035737134  0.0035737134  0.0035737134
#>  [83,] -0.0002073843 -0.0002073843 -0.0002073843 -0.0002073843 -0.0002073843
#>  [84,] -0.0105970534 -0.0105970534 -0.0105970534 -0.0105970534 -0.0105970534
#>  [85,] -0.0098190628 -0.0098190628 -0.0098190628 -0.0098190628 -0.0098190628
#>  [86,] -0.0074961409 -0.0074961409 -0.0074961409 -0.0074961409 -0.0074961409
#>  [87,]  0.0046987617  0.0046987617  0.0046987617  0.0046987617  0.0046987617
#>  [88,]  0.0091628700  0.0091628700  0.0091628700  0.0091628700  0.0091628700
#>  [89,] -0.0056595425 -0.0056595425 -0.0056595425 -0.0056595425 -0.0056595425
#>  [90,] -0.0084065535 -0.0084065535 -0.0084065535 -0.0084065535 -0.0084065535
#>  [91,] -0.0073049178 -0.0073049178 -0.0073049178 -0.0073049178 -0.0073049178
#>  [92,] -0.0108412632 -0.0108412632 -0.0108412632 -0.0108412632 -0.0108412632
#>  [93,]  0.0010962926  0.0010962926  0.0010962926  0.0010962926  0.0010962926
#>  [94,]  0.0122445816  0.0122445816  0.0122445816  0.0122445816  0.0122445816
#>  [95,] -0.0260640737 -0.0260640737 -0.0260640737 -0.0260640737 -0.0260640737
#>  [96,] -0.0007903630 -0.0007903630 -0.0007903630 -0.0007903630 -0.0007903630
#>  [97,]  0.0131101143  0.0131101143  0.0131101143  0.0131101143  0.0131101143
#>  [98,] -0.0078848477 -0.0078848477 -0.0078848477 -0.0078848477 -0.0078848477
#>  [99,] -0.0010785451 -0.0010785451 -0.0010785451 -0.0010785451 -0.0010785451
#> [100,]  0.0079452444  0.0079452444  0.0079452444  0.0079452444  0.0079452444
#> [101,]  0.0036547805  0.0036547805  0.0036547805  0.0036547805  0.0036547805
#> [102,]  0.0033025594  0.0033025594  0.0033025594  0.0033025594  0.0033025594
#> [103,] -0.0228682735 -0.0228682735 -0.0228682735 -0.0228682735 -0.0228682735
#> [104,] -0.0041109254 -0.0041109254 -0.0041109254 -0.0041109254 -0.0041109254
#> [105,] -0.0018851688 -0.0018851688 -0.0018851688 -0.0018851688 -0.0018851688
#> [106,]  0.0106045652  0.0106045652  0.0106045652  0.0106045652  0.0106045652
#> [107,]  0.0031869462  0.0031869462  0.0031869462  0.0031869462  0.0031869462
#> [108,]  0.0075794672  0.0075794672  0.0075794672  0.0075794672  0.0075794672
#> [109,]  0.0085464343  0.0085464343  0.0085464343  0.0085464343  0.0085464343
#> [110,] -0.0144947501 -0.0144947501 -0.0144947501 -0.0144947501 -0.0144947501
#> [111,]  0.0054179518  0.0054179518  0.0054179518  0.0054179518  0.0054179518
#> [112,]  0.0050776877  0.0050776877  0.0050776877  0.0050776877  0.0050776877
#> [113,] -0.0128983937 -0.0128983937 -0.0128983937 -0.0128983937 -0.0128983937
#> [114,] -0.0208729404 -0.0208729404 -0.0208729404 -0.0208729404 -0.0208729404
#> [115,]  0.0024418250  0.0024418250  0.0024418250  0.0024418250  0.0024418250
#> [116,]  0.0045700260  0.0045700260  0.0045700260  0.0045700260  0.0045700260
#> [117,] -0.0069177827 -0.0069177827 -0.0069177827 -0.0069177827 -0.0069177827
#> [118,]  0.0102462608  0.0102462608  0.0102462608  0.0102462608  0.0102462608
#> [119,] -0.0136797261 -0.0136797261 -0.0136797261 -0.0136797261 -0.0136797261
#> [120,]  0.0193685825  0.0193685825  0.0193685825  0.0193685825  0.0193685825
#> [121,]  0.0061534671  0.0061534671  0.0061534671  0.0061534671  0.0061534671
#> [122,]  0.0149020579  0.0149020579  0.0149020579  0.0149020579  0.0149020579
#> [123,]  0.0081626909  0.0081626909  0.0081626909  0.0081626909  0.0081626909
#> [124,]  0.0034506569  0.0034506569  0.0034506569  0.0034506569  0.0034506569
#> [125,]  0.0039255473  0.0039255473  0.0039255473  0.0039255473  0.0039255473
#> [126,]  0.0128592362  0.0128592362  0.0128592362  0.0128592362  0.0128592362
#> [127,]  0.0111504094  0.0111504094  0.0111504094  0.0111504094  0.0111504094
#> [128,]  0.0025192586  0.0025192586  0.0025192586  0.0025192586  0.0025192586
#> [129,]  0.0205156536  0.0205156536  0.0205156536  0.0205156536  0.0205156536
#> [130,] -0.0105322915 -0.0105322915 -0.0105322915 -0.0105322915 -0.0105322915
#> [131,] -0.0130335658 -0.0130335658 -0.0130335658 -0.0130335658 -0.0130335658
#> [132,]  0.0245896462  0.0245896462  0.0245896462  0.0245896462  0.0245896462
#> [133,] -0.0079341375 -0.0079341375 -0.0079341375 -0.0079341375 -0.0079341375
#> [134,]  0.0159134944  0.0159134944  0.0159134944  0.0159134944  0.0159134944
#> [135,]  0.0082151820  0.0082151820  0.0082151820  0.0082151820  0.0082151820
#> [136,] -0.0042927490 -0.0042927490 -0.0042927490 -0.0042927490 -0.0042927490
#> [137,]  0.0001429605  0.0001429605  0.0001429605  0.0001429605  0.0001429605
#> [138,] -0.0040243940 -0.0040243940 -0.0040243940 -0.0040243940 -0.0040243940
#> [139,]  0.0009864569  0.0009864569  0.0009864569  0.0009864569  0.0009864569
#> [140,] -0.0049589045 -0.0049589045 -0.0049589045 -0.0049589045 -0.0049589045
#> [141,] -0.0107420526 -0.0107420526 -0.0107420526 -0.0107420526 -0.0107420526
#> [142,]  0.0068772905  0.0068772905  0.0068772905  0.0068772905  0.0068772905
#> [143,] -0.0029394509 -0.0029394509 -0.0029394509 -0.0029394509 -0.0029394509
#> [144,] -0.0018611194 -0.0018611194 -0.0018611194 -0.0018611194 -0.0018611194
#> [145,] -0.0034891648 -0.0034891648 -0.0034891648 -0.0034891648 -0.0034891648
#> [146,]  0.0034674238  0.0034674238  0.0034674238  0.0034674238  0.0034674238
#> [147,] -0.0097984040 -0.0097984040 -0.0097984040 -0.0097984040 -0.0097984040
#> [148,]  0.0033147856  0.0033147856  0.0033147856  0.0033147856  0.0033147856
#> [149,] -0.0051870364 -0.0051870364 -0.0051870364 -0.0051870364 -0.0051870364
#> [150,] -0.0022680487 -0.0022680487 -0.0022680487 -0.0022680487 -0.0022680487
#> [151,] -0.0049365334 -0.0049365334 -0.0049365334 -0.0049365334 -0.0049365334
#> [152,]  0.0005865448  0.0005865448  0.0005865448  0.0005865448  0.0005865448
#> [153,]  0.0044020659  0.0044020659  0.0044020659  0.0044020659  0.0044020659
#> [154,] -0.0086273684 -0.0086273684 -0.0086273684 -0.0086273684 -0.0086273684
#> [155,] -0.0057098990 -0.0057098990 -0.0057098990 -0.0057098990 -0.0057098990
#> [156,] -0.0012904492 -0.0012904492 -0.0012904492 -0.0012904492 -0.0012904492
#> [157,] -0.0159746532 -0.0159746532 -0.0159746532 -0.0159746532 -0.0159746532
#> [158,] -0.0012026765 -0.0012026765 -0.0012026765 -0.0012026765 -0.0012026765
#> [159,]  0.0165209149  0.0165209149  0.0165209149  0.0165209149  0.0165209149
#> [160,] -0.0036201086 -0.0036201086 -0.0036201086 -0.0036201086 -0.0036201086
#> [161,] -0.0003920274 -0.0003920274 -0.0003920274 -0.0003920274 -0.0003920274
#> [162,] -0.0110066277 -0.0110066277 -0.0110066277 -0.0110066277 -0.0110066277
#> [163,] -0.0033294836 -0.0033294836 -0.0033294836 -0.0033294836 -0.0033294836
#> [164,]  0.0051746625  0.0051746625  0.0051746625  0.0051746625  0.0051746625
#> [165,]  0.0078597929  0.0078597929  0.0078597929  0.0078597929  0.0078597929
#> [166,]  0.0015879693  0.0015879693  0.0015879693  0.0015879693  0.0015879693
#> [167,] -0.0023418363 -0.0023418363 -0.0023418363 -0.0023418363 -0.0023418363
#> [168,] -0.0117620696 -0.0117620696 -0.0117620696 -0.0117620696 -0.0117620696
#> [169,] -0.0001333851 -0.0001333851 -0.0001333851 -0.0001333851 -0.0001333851
#> [170,]  0.0030962573  0.0030962573  0.0030962573  0.0030962573  0.0030962573
#> [171,] -0.0037862800 -0.0037862800 -0.0037862800 -0.0037862800 -0.0037862800
#> [172,]  0.0094711714  0.0094711714  0.0094711714  0.0094711714  0.0094711714
#> [173,]  0.0023040939  0.0023040939  0.0023040939  0.0023040939  0.0023040939
#> [174,] -0.0095351739 -0.0095351739 -0.0095351739 -0.0095351739 -0.0095351739
#> [175,] -0.0036508086 -0.0036508086 -0.0036508086 -0.0036508086 -0.0036508086
#> [176,] -0.0063169165 -0.0063169165 -0.0063169165 -0.0063169165 -0.0063169165
#> [177,] -0.0126745832 -0.0126745832 -0.0126745832 -0.0126745832 -0.0126745832
#> [178,] -0.0113283588 -0.0113283588 -0.0113283588 -0.0113283588 -0.0113283588
#> [179,] -0.0035119850 -0.0035119850 -0.0035119850 -0.0035119850 -0.0035119850
#> [180,] -0.0074324993 -0.0074324993 -0.0074324993 -0.0074324993 -0.0074324993
#> [181,]  0.0014872020  0.0014872020  0.0014872020  0.0014872020  0.0014872020
#> [182,] -0.0190948334 -0.0190948334 -0.0190948334 -0.0190948334 -0.0190948334
#> [183,] -0.0136530698 -0.0136530698 -0.0136530698 -0.0136530698 -0.0136530698
#> [184,]  0.0137168519  0.0137168519  0.0137168519  0.0137168519  0.0137168519
#> [185,] -0.0035821975 -0.0035821975 -0.0035821975 -0.0035821975 -0.0035821975
#> [186,]  0.0025830252  0.0025830252  0.0025830252  0.0025830252  0.0025830252
#> [187,]  0.0079970742  0.0079970742  0.0079970742  0.0079970742  0.0079970742
#> [188,] -0.0007198215 -0.0007198215 -0.0007198215 -0.0007198215 -0.0007198215
#> [189,]  0.0122931832  0.0122931832  0.0122931832  0.0122931832  0.0122931832
#> [190,]  0.0081746692  0.0081746692  0.0081746692  0.0081746692  0.0081746692
#> [191,]  0.0204529432  0.0204529432  0.0204529432  0.0204529432  0.0204529432
#> [192,]  0.0089861511  0.0089861511  0.0089861511  0.0089861511  0.0089861511
#> [193,]  0.0193038249  0.0193038249  0.0193038249  0.0193038249  0.0193038249
#> [194,]  0.0003211893  0.0003211893  0.0003211893  0.0003211893  0.0003211893
#> [195,] -0.0115812007 -0.0115812007 -0.0115812007 -0.0115812007 -0.0115812007
#> [196,]  0.0107419520  0.0107419520  0.0107419520  0.0107419520  0.0107419520
#> [197,] -0.0030598327 -0.0030598327 -0.0030598327 -0.0030598327 -0.0030598327
#> [198,]  0.0048228859  0.0048228859  0.0048228859  0.0048228859  0.0048228859
#> [199,]  0.0174348458  0.0174348458  0.0174348458  0.0174348458  0.0174348458
#> [200,]  0.0079918225  0.0079918225  0.0079918225  0.0079918225  0.0079918225
#> [201,] -0.0149844067 -0.0149844067 -0.0149844067 -0.0149844067 -0.0149844067
#> [202,]  0.0150970573  0.0150970573  0.0150970573  0.0150970573  0.0150970573
#> [203,]  0.0073717822  0.0073717822  0.0073717822  0.0073717822  0.0073717822
#> [204,] -0.0010276180 -0.0010276180 -0.0010276180 -0.0010276180 -0.0010276180
#> [205,] -0.0067121198 -0.0067121198 -0.0067121198 -0.0067121198 -0.0067121198
#> [206,] -0.0003776101 -0.0003776101 -0.0003776101 -0.0003776101 -0.0003776101
#> [207,] -0.0129463205 -0.0129463205 -0.0129463205 -0.0129463205 -0.0129463205
#> [208,] -0.0223987706 -0.0223987706 -0.0223987706 -0.0223987706 -0.0223987706
#> [209,] -0.0078046426 -0.0078046426 -0.0078046426 -0.0078046426 -0.0078046426
#> [210,] -0.0003511326 -0.0003511326 -0.0003511326 -0.0003511326 -0.0003511326
#> [211,] -0.0122675156 -0.0122675156 -0.0122675156 -0.0122675156 -0.0122675156
#> [212,] -0.0223599326 -0.0223599326 -0.0223599326 -0.0223599326 -0.0223599326
#> [213,]  0.0058761902  0.0058761902  0.0058761902  0.0058761902  0.0058761902
#> [214,] -0.0078049985 -0.0078049985 -0.0078049985 -0.0078049985 -0.0078049985
#> [215,]  0.0004610509  0.0004610509  0.0004610509  0.0004610509  0.0004610509
#> [216,] -0.0240861082 -0.0240861082 -0.0240861082 -0.0240861082 -0.0240861082
#> 
#> $S
#>        [,1] [,2] [,3] [,4] [,5]
#>   [1,]    1    1    1    1    1
#>   [2,]    1    1    1    1    1
#>   [3,]    1    1    1    1    1
#>   [4,]    1    1    1    1    1
#>   [5,]    1    1    1    1    1
#>   [6,]    1    1    1    1    1
#>   [7,]    1    1    1    1    1
#>   [8,]    1    1    1    1    1
#>   [9,]    1    1    1    1    1
#>  [10,]    1    1    1    1    1
#>  [11,]    1    1    1    1    1
#>  [12,]    1    1    1    1    1
#>  [13,]    1    1    1    1    1
#>  [14,]    1    1    1    1    1
#>  [15,]    1    1    1    1    1
#>  [16,]    1    1    1    1    1
#>  [17,]    1    1    1    1    1
#>  [18,]    1    1    1    1    1
#>  [19,]    1    1    1    1    1
#>  [20,]    1    1    1    1    1
#>  [21,]    1    1    1    1    1
#>  [22,]    1    1    1    1    1
#>  [23,]    1    1    1    1    1
#>  [24,]    1    1    1    1    1
#>  [25,]    1    1    1    1    1
#>  [26,]    1    1    1    1    1
#>  [27,]    1    1    1    1    1
#>  [28,]    1    1    1    1    1
#>  [29,]    1    1    1    1    1
#>  [30,]    1    1    1    1    1
#>  [31,]    1    1    1    1    1
#>  [32,]    1    1    1    1    1
#>  [33,]    1    1    1    1    1
#>  [34,]    1    1    1    1    1
#>  [35,]    1    1    1    1    1
#>  [36,]    1    1    1    1    1
#>  [37,]    1    1    1    1    1
#>  [38,]    1    1    1    1    1
#>  [39,]    1    1    1    1    1
#>  [40,]    1    1    1    1    1
#>  [41,]    1    1    1    1    1
#>  [42,]    1    1    1    1    1
#>  [43,]    1    1    1    1    1
#>  [44,]    1    1    1    1    1
#>  [45,]    1    1    1    1    1
#>  [46,]    1    1    1    1    1
#>  [47,]    1    1    1    1    1
#>  [48,]    1    1    1    1    1
#>  [49,]    1    1    1    1    1
#>  [50,]    1    1    1    1    1
#>  [51,]    1    1    1    1    1
#>  [52,]    1    1    1    1    1
#>  [53,]    1    1    1    1    1
#>  [54,]    1    1    1    1    1
#>  [55,]    1    1    1    1    1
#>  [56,]    1    1    1    1    1
#>  [57,]    1    1    1    1    1
#>  [58,]    1    1    1    1    1
#>  [59,]    1    1    1    1    1
#>  [60,]    1    1    1    1    1
#>  [61,]    1    1    1    1    1
#>  [62,]    1    1    1    1    1
#>  [63,]    1    1    1    1    1
#>  [64,]    1    1    1    1    1
#>  [65,]    1    1    1    1    1
#>  [66,]    1    1    1    1    1
#>  [67,]    1    1    1    1    1
#>  [68,]    1    1    1    1    1
#>  [69,]    1    1    1    1    1
#>  [70,]    1    1    1    1    1
#>  [71,]    1    1    1    1    1
#>  [72,]    1    1    1    1    1
#>  [73,]    1    1    1    1    1
#>  [74,]    1    1    1    1    1
#>  [75,]    1    1    1    1    1
#>  [76,]    1    1    1    1    1
#>  [77,]    1    1    1    1    1
#>  [78,]    1    1    1    1    1
#>  [79,]    1    1    1    1    1
#>  [80,]    1    1    1    1    1
#>  [81,]    1    1    1    1    1
#>  [82,]    1    1    1    1    1
#>  [83,]    1    1    1    1    1
#>  [84,]    1    1    1    1    1
#>  [85,]    1    1    1    1    1
#>  [86,]    1    1    1    1    1
#>  [87,]    1    1    1    1    1
#>  [88,]    1    1    1    1    1
#>  [89,]    1    1    1    1    1
#>  [90,]    1    1    1    1    1
#>  [91,]    1    1    1    1    1
#>  [92,]    1    1    1    1    1
#>  [93,]    1    1    1    1    1
#>  [94,]    1    1    1    1    1
#>  [95,]    1    1    1    1    1
#>  [96,]    1    1    1    1    1
#>  [97,]    1    1    1    1    1
#>  [98,]    1    1    1    1    1
#>  [99,]    1    1    1    1    1
#> [100,]    1    1    1    1    1
#> [101,]    1    1    1    1    1
#> [102,]    1    1    1    1    1
#> [103,]    1    1    1    1    1
#> [104,]    1    1    1    1    1
#> [105,]    1    1    1    1    1
#> [106,]    1    1    1    1    1
#> [107,]    1    1    1    1    1
#> [108,]    1    1    1    1    1
#> [109,]    1    1    1    1    1
#> [110,]    1    1    1    1    1
#> [111,]    1    1    1    1    1
#> [112,]    1    1    1    1    1
#> [113,]    1    1    1    1    1
#> [114,]    1    1    1    1    1
#> [115,]    1    1    1    1    1
#> [116,]    1    1    1    1    1
#> [117,]    1    1    1    1    1
#> [118,]    1    1    1    1    1
#> [119,]    1    1    1    1    1
#> [120,]    1    1    1    1    1
#> [121,]    1    1    1    1    1
#> [122,]    1    1    1    1    1
#> [123,]    1    1    1    1    1
#> [124,]    1    1    1    1    1
#> [125,]    1    1    1    1    1
#> [126,]    1    1    1    1    1
#> [127,]    1    1    1    1    1
#> [128,]    1    1    1    1    1
#> [129,]    1    1    1    1    1
#> [130,]    1    1    1    1    1
#> [131,]    1    1    1    1    1
#> [132,]    1    1    1    1    1
#> [133,]    1    1    1    1    1
#> [134,]    1    1    1    1    1
#> [135,]    1    1    1    1    1
#> [136,]    1    1    1    1    1
#> [137,]    1    1    1    1    1
#> [138,]    1    1    1    1    1
#> [139,]    1    1    1    1    1
#> [140,]    1    1    1    1    1
#> [141,]    1    1    1    1    1
#> [142,]    1    1    1    1    1
#> [143,]    1    1    1    1    1
#> [144,]    1    1    1    1    1
#> [145,]    1    1    1    1    1
#> [146,]    1    1    1    1    1
#> [147,]    1    1    1    1    1
#> [148,]    1    1    1    1    1
#> [149,]    1    1    1    1    1
#> [150,]    1    1    1    1    1
#> [151,]    1    1    1    1    1
#> [152,]    1    1    1    1    1
#> [153,]    1    1    1    1    1
#> [154,]    1    1    1    1    1
#> [155,]    1    1    1    1    1
#> [156,]    1    1    1    1    1
#> [157,]    1    1    1    1    1
#> [158,]    1    1    1    1    1
#> [159,]    1    1    1    1    1
#> [160,]    1    1    1    1    1
#> [161,]    1    1    1    1    1
#> [162,]    1    1    1    1    1
#> [163,]    1    1    1    1    1
#> [164,]    1    1    1    1    1
#> [165,]    1    1    1    1    1
#> [166,]    1    1    1    1    1
#> [167,]    1    1    1    1    1
#> [168,]    1    1    1    1    1
#> [169,]    1    1    1    1    1
#> [170,]    1    1    1    1    1
#> [171,]    1    1    1    1    1
#> [172,]    1    1    1    1    1
#> [173,]    1    1    1    1    1
#> [174,]    1    1    1    1    1
#> [175,]    1    1    1    1    1
#> [176,]    1    1    1    1    1
#> [177,]    1    1    1    1    1
#> [178,]    1    1    1    1    1
#> [179,]    1    1    1    1    1
#> [180,]    1    1    1    1    1
#> [181,]    1    1    1    1    1
#> [182,]    1    1    1    1    1
#> [183,]    1    1    1    1    1
#> [184,]    1    1    1    1    1
#> [185,]    1    1    1    1    1
#> [186,]    1    1    1    1    1
#> [187,]    1    1    1    1    1
#> [188,]    1    1    1    1    1
#> [189,]    1    1    1    1    1
#> [190,]    1    1    1    1    1
#> [191,]    1    1    1    1    1
#> [192,]    1    1    1    1    1
#> [193,]    1    1    1    1    1
#> [194,]    1    1    1    1    1
#> [195,]    1    1    1    1    1
#> [196,]    1    1    1    1    1
#> [197,]    1    1    1    1    1
#> [198,]    1    1    1    1    1
#> [199,]    1    1    1    1    1
#> [200,]    1    1    1    1    1
#> [201,]    1    1    1    1    1
#> [202,]    1    1    1    1    1
#> [203,]    1    1    1    1    1
#> [204,]    1    1    1    1    1
#> [205,]    1    1    1    1    1
#> [206,]    1    1    1    1    1
#> [207,]    1    1    1    1    1
#> [208,]    1    1    1    1    1
#> [209,]    1    1    1    1    1
#> [210,]    1    1    1    1    1
#> [211,]    1    1    1    1    1
#> [212,]    1    1    1    1    1
#> [213,]    1    1    1    1    1
#> [214,]    1    1    1    1    1
#> [215,]    1    1    1    1    1
#> [216,]    1    1    1    1    1
#> 
#> $rho
#>      [,1]
#> [1,]  0.5
#> [2,]  0.5
#> [3,]  0.5
#> [4,]  0.5
#> [5,]  0.5
#> 
#> $omega
#>      [,1]
#> [1,]  0.1
#> [2,]  0.1
#> [3,]  0.1
#> [4,]  0.1
#> [5,]  0.1
#> 
#> $sigma2v
#>      [,1]
#> [1,] 0.01
#> [2,] 0.01
#> [3,] 0.01
#> [4,] 0.01
#> [5,] 0.01
#> 
#> $sigma2_omega
#>      [,1]
#> [1,]    1
#> [2,]    1
#> [3,]    1
#> [4,]    1
#> [5,]    1
#> 
#> $s_
#>      [,1]
#> [1,] 0.05
#> [2,] 0.05
#> [3,] 0.05
#> [4,] 0.05
#> [5,] 0.05
#> 
#> $lambda
#>        [,1] [,2] [,3] [,4] [,5]
#>   [1,]    1    1    1    1    1
#>   [2,]    1    1    1    1    1
#>   [3,]    1    1    1    1    1
#>   [4,]    1    1    1    1    1
#>   [5,]    1    1    1    1    1
#>   [6,]    1    1    1    1    1
#>   [7,]    1    1    1    1    1
#>   [8,]    1    1    1    1    1
#>   [9,]    1    1    1    1    1
#>  [10,]    1    1    1    1    1
#>  [11,]    1    1    1    1    1
#>  [12,]    1    1    1    1    1
#>  [13,]    1    1    1    1    1
#>  [14,]    1    1    1    1    1
#>  [15,]    1    1    1    1    1
#>  [16,]    1    1    1    1    1
#>  [17,]    1    1    1    1    1
#>  [18,]    1    1    1    1    1
#>  [19,]    1    1    1    1    1
#>  [20,]    1    1    1    1    1
#>  [21,]    1    1    1    1    1
#>  [22,]    1    1    1    1    1
#>  [23,]    1    1    1    1    1
#>  [24,]    1    1    1    1    1
#>  [25,]    1    1    1    1    1
#>  [26,]    1    1    1    1    1
#>  [27,]    1    1    1    1    1
#>  [28,]    1    1    1    1    1
#>  [29,]    1    1    1    1    1
#>  [30,]    1    1    1    1    1
#>  [31,]    1    1    1    1    1
#>  [32,]    1    1    1    1    1
#>  [33,]    1    1    1    1    1
#>  [34,]    1    1    1    1    1
#>  [35,]    1    1    1    1    1
#>  [36,]    1    1    1    1    1
#>  [37,]    1    1    1    1    1
#>  [38,]    1    1    1    1    1
#>  [39,]    1    1    1    1    1
#>  [40,]    1    1    1    1    1
#>  [41,]    1    1    1    1    1
#>  [42,]    1    1    1    1    1
#>  [43,]    1    1    1    1    1
#>  [44,]    1    1    1    1    1
#>  [45,]    1    1    1    1    1
#>  [46,]    1    1    1    1    1
#>  [47,]    1    1    1    1    1
#>  [48,]    1    1    1    1    1
#>  [49,]    1    1    1    1    1
#>  [50,]    1    1    1    1    1
#>  [51,]    1    1    1    1    1
#>  [52,]    1    1    1    1    1
#>  [53,]    1    1    1    1    1
#>  [54,]    1    1    1    1    1
#>  [55,]    1    1    1    1    1
#>  [56,]    1    1    1    1    1
#>  [57,]    1    1    1    1    1
#>  [58,]    1    1    1    1    1
#>  [59,]    1    1    1    1    1
#>  [60,]    1    1    1    1    1
#>  [61,]    1    1    1    1    1
#>  [62,]    1    1    1    1    1
#>  [63,]    1    1    1    1    1
#>  [64,]    1    1    1    1    1
#>  [65,]    1    1    1    1    1
#>  [66,]    1    1    1    1    1
#>  [67,]    1    1    1    1    1
#>  [68,]    1    1    1    1    1
#>  [69,]    1    1    1    1    1
#>  [70,]    1    1    1    1    1
#>  [71,]    1    1    1    1    1
#>  [72,]    1    1    1    1    1
#>  [73,]    1    1    1    1    1
#>  [74,]    1    1    1    1    1
#>  [75,]    1    1    1    1    1
#>  [76,]    1    1    1    1    1
#>  [77,]    1    1    1    1    1
#>  [78,]    1    1    1    1    1
#>  [79,]    1    1    1    1    1
#>  [80,]    1    1    1    1    1
#>  [81,]    1    1    1    1    1
#>  [82,]    1    1    1    1    1
#>  [83,]    1    1    1    1    1
#>  [84,]    1    1    1    1    1
#>  [85,]    1    1    1    1    1
#>  [86,]    1    1    1    1    1
#>  [87,]    1    1    1    1    1
#>  [88,]    1    1    1    1    1
#>  [89,]    1    1    1    1    1
#>  [90,]    1    1    1    1    1
#>  [91,]    1    1    1    1    1
#>  [92,]    1    1    1    1    1
#>  [93,]    1    1    1    1    1
#>  [94,]    1    1    1    1    1
#>  [95,]    1    1    1    1    1
#>  [96,]    1    1    1    1    1
#>  [97,]    1    1    1    1    1
#>  [98,]    1    1    1    1    1
#>  [99,]    1    1    1    1    1
#> [100,]    1    1    1    1    1
#> [101,]    1    1    1    1    1
#> [102,]    1    1    1    1    1
#> [103,]    1    1    1    1    1
#> [104,]    1    1    1    1    1
#> [105,]    1    1    1    1    1
#> [106,]    1    1    1    1    1
#> [107,]    1    1    1    1    1
#> [108,]    1    1    1    1    1
#> [109,]    1    1    1    1    1
#> [110,]    1    1    1    1    1
#> [111,]    1    1    1    1    1
#> [112,]    1    1    1    1    1
#> [113,]    1    1    1    1    1
#> [114,]    1    1    1    1    1
#> [115,]    1    1    1    1    1
#> [116,]    1    1    1    1    1
#> [117,]    1    1    1    1    1
#> [118,]    1    1    1    1    1
#> [119,]    1    1    1    1    1
#> [120,]    1    1    1    1    1
#> [121,]    1    1    1    1    1
#> [122,]    1    1    1    1    1
#> [123,]    1    1    1    1    1
#> [124,]    1    1    1    1    1
#> [125,]    1    1    1    1    1
#> [126,]    1    1    1    1    1
#> [127,]    1    1    1    1    1
#> [128,]    1    1    1    1    1
#> [129,]    1    1    1    1    1
#> [130,]    1    1    1    1    1
#> [131,]    1    1    1    1    1
#> [132,]    1    1    1    1    1
#> [133,]    1    1    1    1    1
#> [134,]    1    1    1    1    1
#> [135,]    1    1    1    1    1
#> [136,]    1    1    1    1    1
#> [137,]    1    1    1    1    1
#> [138,]    1    1    1    1    1
#> [139,]    1    1    1    1    1
#> [140,]    1    1    1    1    1
#> [141,]    1    1    1    1    1
#> [142,]    1    1    1    1    1
#> [143,]    1    1    1    1    1
#> [144,]    1    1    1    1    1
#> [145,]    1    1    1    1    1
#> [146,]    1    1    1    1    1
#> [147,]    1    1    1    1    1
#> [148,]    1    1    1    1    1
#> [149,]    1    1    1    1    1
#> [150,]    1    1    1    1    1
#> [151,]    1    1    1    1    1
#> [152,]    1    1    1    1    1
#> [153,]    1    1    1    1    1
#> [154,]    1    1    1    1    1
#> [155,]    1    1    1    1    1
#> [156,]    1    1    1    1    1
#> [157,]    1    1    1    1    1
#> [158,]    1    1    1    1    1
#> [159,]    1    1    1    1    1
#> [160,]    1    1    1    1    1
#> [161,]    1    1    1    1    1
#> [162,]    1    1    1    1    1
#> [163,]    1    1    1    1    1
#> [164,]    1    1    1    1    1
#> [165,]    1    1    1    1    1
#> [166,]    1    1    1    1    1
#> [167,]    1    1    1    1    1
#> [168,]    1    1    1    1    1
#> [169,]    1    1    1    1    1
#> [170,]    1    1    1    1    1
#> [171,]    1    1    1    1    1
#> [172,]    1    1    1    1    1
#> [173,]    1    1    1    1    1
#> [174,]    1    1    1    1    1
#> [175,]    1    1    1    1    1
#> [176,]    1    1    1    1    1
#> [177,]    1    1    1    1    1
#> [178,]    1    1    1    1    1
#> [179,]    1    1    1    1    1
#> [180,]    1    1    1    1    1
#> [181,]    1    1    1    1    1
#> [182,]    1    1    1    1    1
#> [183,]    1    1    1    1    1
#> [184,]    1    1    1    1    1
#> [185,]    1    1    1    1    1
#> [186,]    1    1    1    1    1
#> [187,]    1    1    1    1    1
#> [188,]    1    1    1    1    1
#> [189,]    1    1    1    1    1
#> [190,]    1    1    1    1    1
#> [191,]    1    1    1    1    1
#> [192,]    1    1    1    1    1
#> [193,]    1    1    1    1    1
#> [194,]    1    1    1    1    1
#> [195,]    1    1    1    1    1
#> [196,]    1    1    1    1    1
#> [197,]    1    1    1    1    1
#> [198,]    1    1    1    1    1
#> [199,]    1    1    1    1    1
#> [200,]    1    1    1    1    1
#> [201,]    1    1    1    1    1
#> [202,]    1    1    1    1    1
#> [203,]    1    1    1    1    1
#> [204,]    1    1    1    1    1
#> [205,]    1    1    1    1    1
#> [206,]    1    1    1    1    1
#> [207,]    1    1    1    1    1
#> [208,]    1    1    1    1    1
#> [209,]    1    1    1    1    1
#> [210,]    1    1    1    1    1
#> [211,]    1    1    1    1    1
#> [212,]    1    1    1    1    1
#> [213,]    1    1    1    1    1
#> [214,]    1    1    1    1    1
#> [215,]    1    1    1    1    1
#> [216,]    1    1    1    1    1
#> 
#> $df
#>      [,1]
#> [1,]   30
#> [2,]   30
#> [3,]   30
#> [4,]   30
#> [5,]   30
#> 


## ------------------------------------------------
## Method `specify_posterior_bvar$get_last_draw`
## ------------------------------------------------

spec = specify_bvar$new(us_macro_chan)
burn = estimate(spec, 5)
#> **************************************************|
#> bvars: Forecasting with Large                     |
#>        Bayesian Vector Autoregressions            |
#> **************************************************|
#>  Gibbs sampler for the BVAR model                 |
#> **************************************************|
#>  Progress of the MCMC simulation for 5 draws
#>     Every draw is saved via MCMC thinning
#>  Press Esc to interrupt the computations
#> **************************************************|
post = estimate(burn, 5)
#> **************************************************|
#> bvars: Forecasting with Large                     |
#>        Bayesian Vector Autoregressions            |
#> **************************************************|
#>  Gibbs sampler for the BVAR model                 |
#> **************************************************|
#>  Progress of the MCMC simulation for 5 draws
#>     Every draw is saved via MCMC thinning
#>  Press Esc to interrupt the computations
#> **************************************************|