Given a list structure x, unlist simplifies it to produce a vector which contains all the atomic components (containing rv objects) which occur in x.

unlistrv(x, recursive = TRUE, use.names = TRUE)

Arguments

x

An R object, typically a list or vector (containing rv objects)

recursive

logical. Should unlisting be applied to list components of x?

use.names

logical. Should names be preserved? (now fixed to TRUE)

Details

This is the rv-compatible version of the function unlist.

Since unlist is not a generic function, the whole name unlistrv must be specified when calling the function when x is an 'rv' object.

References

Kerman, J. and Gelman, A. (2007). Manipulating and Summarizing Posterior Simulations Using Random Variable Objects. Statistics and Computing 17:3, 235-244.

See also vignette("rv").

See also

Author

Jouni Kerman jouni@kerman.com

Examples


  x <- list(a=rvnorm(2), b=rvnorm(3))
  print(unlistrv(x))
#> $`a[1]`
#>    [1] -0.8292517237 -0.4126869808 -1.9710448440 -1.3908364687  1.3349860200
#>    [6] -0.0467513232 -0.7145620274 -0.0148465823 -0.1350789229  2.0054584033
#>   [11] -1.2009409651 -1.6273153477  1.5511462158  0.1080034878 -2.2665808468
#>   [16] -1.0361294813  1.0374463834  0.4995873664  0.0687131183 -0.6341316029
#>   [21]  0.7289807574  0.3648160024  1.0586995525 -1.0088914539 -0.1269965994
#>   [26]  0.6788239551 -0.8372522327 -1.5812351252  0.4158377639  1.2666784012
#>   [31] -0.2479572050  0.2328671496  0.0074554577 -0.8334474691 -0.6439964542
#>   [36] -1.9840250275  0.8042968752 -1.1056837822  0.6066658601 -0.4017058570
#>   [41] -1.1462227050  1.2896530062  0.8162067327  0.7456696942 -0.0738846749
#>   [46]  2.6932710461 -0.8647549231  0.6476385506 -0.2129207823  0.4024426108
#>   [51]  2.6668830299  0.0741691449 -0.3494750299  0.7450974895  0.3263725398
#>   [56]  0.4965993204 -1.7833102203 -1.1374374990 -0.3551406241  0.9409742216
#>   [61]  1.6885677664  0.1738171807 -0.0164714099  1.0417037159 -0.4539556058
#>   [66] -2.0761501421  0.1211825461 -1.1123776129 -0.3653997548 -0.3081793790
#>   [71] -1.3432697842 -0.6265444987  1.5657842217  0.0926973828  0.4013319525
#>   [76] -0.1697079163  0.6593315951  1.2973376934  0.2323993750  0.6751272713
#>   [81]  1.0616209817  0.6618118044  0.5556932539  0.0303669487  0.4320330573
#>   [86] -0.4917673828  0.4952004671 -0.7549086770 -0.3680535968 -0.1650659310
#>   [91]  1.0979549873  1.2957320865 -2.7125952252  0.9995046714  1.3279632217
#>   [96] -0.9589370772 -0.5498031588 -1.0956406255  1.0077606571  0.0253001114
#>  [101]  0.1175795082 -1.1956873378  0.2982909968 -0.5245094471 -0.1654016759
#>  [106] -0.5358283176 -0.2285104277  0.7246106047  0.7193352310  0.4312578045
#>  [111] -0.5325420382  0.2674483016  0.1901217004  0.4623055823  1.2316465971
#>  [116] -0.3077135385  0.4647795789 -1.0661256576 -0.0664772050 -0.0080569015
#>  [121]  0.5344576780  0.2936898385  0.7794562602 -0.4447477240 -1.3391043779
#>  [126]  0.5300366361 -0.9144086163  0.1439835561  0.1329021338  1.7792086463
#>  [131] -0.9905754887  0.8337305419  1.0064219625 -2.4960939008  0.4926876095
#>  [136]  1.7949470860  1.1932344493  0.5382801335  0.0010935496  1.3381086117
#>  [141]  1.3236566155  0.1074527613  0.6125761194 -0.7996512829 -1.7156760750
#>  [146]  0.9899978614 -1.2165715869  0.0484392390 -1.4906375462  0.8222065664
#>  [151] -0.6455273591 -0.2884364369  0.4761119473 -0.6269856641  0.1092444710
#>  [156] -1.1432795988  0.6819553159 -0.5489994665  0.8543815340  0.4591280010
#>  [161] -0.3080666847  0.2039649477 -0.2471528944 -0.5887441944 -1.1636271835
#>  [166] -0.1137518499 -0.8429739314 -0.2664866373  1.9924877119 -0.5565491263
#>  [171]  1.1567709310 -0.9939299204  1.8552961068  0.0896970713 -1.6315556934
#>  [176]  0.3234971479  1.2728117999 -1.2886008418  0.3202170050 -1.5218715540
#>  [181] -1.6369987155  0.2950054045  0.3235003370 -0.3009107086  0.9040244387
#>  [186] -0.5689851182  0.5379579354  1.1552245601 -1.7528896581  0.8172836267
#>  [191] -1.1194595651 -0.7862963543  1.4913630650 -0.8327445143  0.7673810912
#>  [196]  1.6339244741 -0.6988706240  0.1245139600 -0.7881385084  1.0383511574
#>  [201]  0.0670636265  1.2452856024 -0.0992190718 -0.0125274986  0.0858547033
#>  [206] -0.2884557001 -1.0245362793  0.8045791095  1.8432218034 -0.5626516059
#>  [211]  0.3954367096  0.3255197806 -1.2102022573  0.0264556481  0.7080892715
#>  [216]  1.0837571808 -0.3746462129 -2.2786526737  0.1762865761 -0.3071514260
#>  [221]  0.4141493951  0.9547720704 -0.2086468777 -0.4935340590 -0.7213174133
#>  [226]  0.4488667296  1.5047027876 -0.6835786308 -1.3547428532  0.1297281108
#>  [231]  0.0131342094 -0.4901933576 -0.1847887213 -1.2573758273  0.3857909085
#>  [236]  0.0157993605 -1.5893363283  1.2819313053 -0.3442462613 -0.4693386074
#>  [241] -1.1569723917  0.4525953235  0.2207482505  1.1684003248 -0.2243884474
#>  [246]  1.3416234502  0.0706231217 -0.6541964118 -0.1735629468  1.6940013129
#>  [251] -0.0050888529  1.3890987771  1.3303418659 -1.4151617240  0.4407281956
#>  [256]  0.2625092107  0.3091825038  0.5807192985 -0.4136093691  0.1061299705
#>  [261] -0.4698497943 -3.2757319769 -0.1728544196 -0.3869084331  0.6756902809
#>  [266]  0.8957860894  0.2457118058  0.4632657067  1.2791004910  0.2358170435
#>  [271]  0.4424683808  2.1637110005 -0.1848132865 -0.2292611410  0.6373658319
#>  [276]  0.8810225085  0.9724730713  0.5821935781 -0.1724848054 -0.2759846115
#>  [281]  0.4639623041  1.0022527641 -1.6818167128 -0.2304847498 -0.8974171042
#>  [286]  0.5339451875  0.6959305354  0.4636489160  0.1350204342 -0.5999061807
#>  [291] -0.2914649829  0.8829885932 -1.0506177718 -0.4609359462 -0.8282567810
#>  [296]  1.8544648048 -1.0426898123  0.0158312617 -0.2714721822  0.9032154967
#>  [301]  0.5996625704  0.1006461994  0.8250703855 -0.3785956693  0.1432310873
#>  [306]  1.2989825129 -0.1595534848  0.3314654969 -1.1295821598 -0.3432943545
#>  [311]  1.5537471271 -0.8549486946  0.2709770637 -0.4051934071  1.1341101989
#>  [316] -0.3019193949  1.4619771531  0.1201234421 -0.4038726606 -0.9004613127
#>  [321] -1.5452784923 -0.9051876476  0.4482529762 -0.4853318138 -0.2671795325
#>  [326]  0.3787203838  0.6368997860  0.5325853811  0.3839230179  0.4909038671
#>  [331] -0.2269614087 -0.2743760876  1.5359433719 -0.6979694430 -0.8884716185
#>  [336]  0.6873487464  0.0315905096  0.2566838285  1.0591353905 -0.0852348509
#>  [341]  0.9576725555  0.0162721730  1.3650654403 -0.6187011973  1.0355675588
#>  [346]  0.5392663601  0.3153478974 -0.3899566132  0.9995365185 -0.4397220891
#>  [351]  2.4932962315 -0.0143754004  1.6691362045  0.7104398441  0.3656919850
#>  [356]  2.4756807914  0.6331579001  0.4973427260 -1.1359376224  0.2948734195
#>  [361] -0.1907249624  0.1490851267  0.4211512069 -0.8175909580 -1.0728818512
#>  [366] -0.9011608730  0.2877825300 -0.4810790909  0.8086180773 -0.6303250643
#>  [371]  0.6589163793 -0.7630673873  0.3605014896 -0.7930064592  0.0812185921
#>  [376] -0.2032680082 -0.0102614012  2.3160385342 -0.1601613095  0.7455359769
#>  [381] -0.0666741166  0.3716878666  1.8294766124 -0.2860917311  0.4281916863
#>  [386]  0.1621119779 -0.8728179670  0.8515390856 -1.3925236131  0.8141404245
#>  [391] -0.4365245793 -0.5420473368 -0.1341088033 -0.6843728996 -1.1621606377
#>  [396]  0.7262050020 -0.0047490959  1.9492509270  0.9841186303  0.5629399200
#>  [401] -0.3420730650  1.7729228757  0.0590455426  0.3267565581 -0.3808713660
#>  [406]  0.1607404082  0.7171764841 -0.3065614857  1.8333228039 -0.0709654708
#>  [411]  2.0518478898 -0.5037487838 -0.9443154650  0.1024340831 -0.8066318172
#>  [416]  0.2490586331 -1.7321319743  1.0332314108 -0.8513420930  1.3755824083
#>  [421] -0.7921137111  0.1073643820 -0.8521170062 -0.7488226318 -0.1372685672
#>  [426]  0.4276499783  0.5688021620 -0.6531316513  1.7251664011  0.2174942222
#>  [431]  0.0572365956  0.2141097273  0.2424320495  3.0321852907 -0.4883406366
#>  [436]  0.7168162657  0.0340079956  1.0222737403 -0.1491033972  0.4117767621
#>  [441] -0.4054649353 -0.9510568932 -0.3233307704 -0.2843319649 -0.4961849977
#>  [446]  0.4037461343  1.1798578033 -0.0763915593 -0.5538187132 -1.5640145191
#>  [451] -1.3923390338  0.3098477130  0.0055432782 -0.5764103453 -0.7030660600
#>  [456] -0.5454313475 -0.0735707923  0.3749216233  0.8809468726  0.3643292755
#>  [461]  0.1740006715  1.4337952659  0.5169734280  0.1010104353 -0.2363121863
#>  [466] -1.5259527327  0.0577026753  1.3023545453 -0.1451024604  0.4865843725
#>  [471]  0.8254219849  0.8234990386 -0.3792927475 -0.0182980069 -0.9934771138
#>  [476] -1.9614864666  1.3781945003 -0.7028744215 -0.4482539993 -1.8844831206
#>  [481]  0.1855252385 -0.3099932455 -0.5977754091 -0.4589822149  0.1518606149
#>  [486]  1.5979226948 -0.7192116729  1.0372741876  0.1263517237  2.0652578983
#>  [491] -0.1756261142 -0.7702198083  1.0879680948  0.2893410204 -0.4422750073
#>  [496]  0.0871863908  0.5242402944 -0.4668877019  0.7233445452  0.5183146191
#>  [501] -1.7201946154 -0.1537831561  0.1497758081 -0.0653906219 -1.7308410016
#>  [506] -0.8242918723  0.0266379356 -0.5690132739  0.1910188551 -0.4791764410
#>  [511] -1.4128771412  1.2510482630 -0.7298160970 -1.0377193072 -0.4169820546
#>  [516]  1.0017491924  0.7989533214 -1.3315399000  0.5697452226  0.2654906926
#>  [521]  0.0624351971 -0.1854746846 -0.5364421392  0.6533212250  1.2939283308
#>  [526] -1.6018325165 -1.3483009218  0.8125689131 -0.6121602551  0.3705250296
#>  [531] -0.5934885267 -1.0822935527  1.1491862474  1.4753386533 -1.4794722158
#>  [536]  0.0623017567 -0.4296552028 -0.2589539188 -0.3324482002  0.1986444402
#>  [541]  1.2631259454  1.4554027710 -1.6630405473 -0.0804906046 -1.4528184473
#>  [546] -1.3364078512 -0.0041079181  0.7262300248  0.9781287699 -0.1630062899
#>  [551]  0.3896165230 -0.8584617003  0.1978247875  1.6024204416 -0.8377347160
#>  [556] -0.5141269807  0.4350933046 -0.7040682000 -0.4292374289  0.9164308010
#>  [561] -1.9872959761 -0.8867957795 -1.3660181331  0.2614929627 -1.8133991605
#>  [566] -1.3342412226 -0.2788653857 -0.9383931231 -0.1125860112 -1.9810179319
#>  [571] -0.3172216859  1.9942905336 -0.9666381400 -1.1012247135  0.4128508778
#>  [576]  0.1881062127 -0.1951656221  0.2576270545  0.6723476790  0.5877295847
#>  [581]  0.5325466788 -0.6706270721 -1.0281004786 -1.2641398117 -1.1258137406
#>  [586] -0.5409474621 -1.1014087124  0.8454468285 -0.4867108626 -0.1724738004
#>  [591]  1.4212203925 -1.5782263002  0.6220553755  0.4036148810 -2.4062159121
#>  [596] -0.2038626271 -0.7814035099 -1.2035907777  1.3003255580  0.3595891652
#>  [601] -0.2929119502 -0.8848411239 -0.1861322108  1.5276206541  1.6014585635
#>  [606] -0.5083310450  0.3002060696 -1.2142088142  0.2041023818  0.0723999544
#>  [611]  0.5231551154  0.5572072511  0.5144565179  0.4816710426 -0.0873386556
#>  [616] -0.1030807596 -0.9869595399 -0.0538952604  1.5359056817 -0.8530353082
#>  [621] -1.1415182198  1.2757347586  0.4704157188  0.9922904833  0.8744946865
#>  [626] -0.1850464455 -1.1518845370 -0.4376444620  0.4856061956 -0.9195083310
#>  [631]  1.3400341770 -0.1398212319 -0.1307528054 -0.8834322499  0.3356100375
#>  [636]  0.8076452162 -0.5343030460  1.6298780452 -1.2783717535  0.1450861193
#>  [641] -0.2612463810  0.3609115583 -0.1594930892 -0.4575964253  1.4506301097
#>  [646] -1.3659631527 -1.2949388469  1.1774213750 -0.2264334215 -0.8524269358
#>  [651] -1.0008047481  0.8918626119 -0.3865162371  0.7308949010  0.7064019781
#>  [656]  0.6677876450  0.8590525565 -0.6941521617 -1.2030416319  1.9886264956
#>  [661] -0.8190596955 -0.1511498122  1.4576322153  1.1216943253  1.2454045248
#>  [666] -0.0885570694 -0.4923706049  1.3198802130 -0.6325343111 -0.0712884312
#>  [671] -2.1660424831  1.1418774454 -0.0087927239 -0.6426117287  1.4004051095
#>  [676]  0.6589959065  0.1612168520 -2.0391584552  0.5018957855 -0.4838235591
#>  [681]  0.0624366753 -0.0039331448 -0.8063586206  0.5574563486 -1.5023380823
#>  [686]  1.2497462664  0.0761943413  0.5325612592  1.6489499193 -0.5481111400
#>  [691] -0.6290671310  0.1320914361  0.0106058890  0.2227356547 -0.1593213949
#>  [696]  0.2671016109 -0.0908723196  0.7606407496  0.4224800133 -1.1475056253
#>  [701] -0.3202348382  0.0280658555 -0.5183323006 -0.1963708923 -0.5602958492
#>  [706] -1.9252797348  0.1327440287  0.2580891356  1.3632662281 -0.5430700728
#>  [711] -2.0951442786  1.0580358605  0.8054054774 -0.2116807488  0.5349090307
#>  [716]  0.4593784240 -1.8942658101  0.2813212398  0.6772924437 -0.3143728214
#>  [721] -1.0920725413  1.0200592052  0.3873760097 -0.4269813953 -1.0223125002
#>  [726]  1.1129343329  0.6314947055  0.5737979959 -0.4335614802 -0.1056495587
#>  [731] -0.0368642982 -2.6663400111  1.1606964917  0.2193970193 -0.5499196138
#>  [736] -0.1410509887 -0.2196728012 -0.5969159425 -1.3194260014  0.3247189271
#>  [741]  0.2138497619 -0.8074664710  2.3162698374 -0.7166185982  0.9843629997
#>  [746] -0.7203079548 -0.5583377405  0.9477655007 -0.6019017711 -0.3925765210
#>  [751]  0.4017009118  0.7624814489  1.3571474661  1.1422747911  0.4774680251
#>  [756] -0.9608422185  1.1071690340 -0.8167767084 -1.4267816304  1.4183996604
#>  [761] -0.4510364804 -0.9267423345 -0.1677551045 -0.9719876746 -0.9872591360
#>  [766]  0.6631877170 -0.4264742213 -0.6109970432 -0.0173266061  0.4034448609
#>  [771]  0.1498246274 -0.7433096742 -0.6941591015 -0.1748931262 -0.5344900124
#>  [776] -0.2818754652 -0.0996937254 -0.8194198817 -0.2879108546 -0.9678448772
#>  [781]  0.6224772453  0.7662518501 -1.0800585638 -0.8186675143  1.2756251065
#>  [786] -0.5846586796 -0.3024384374  1.2276291850  0.1329223401 -0.6639157471
#>  [791]  1.2333419682  0.7672306770  1.3591423658 -1.8472466732 -1.2905346192
#>  [796]  0.7579932177  1.1856165118  0.5680356157 -0.2205973674 -0.6471661068
#>  [801]  0.0455693718  0.0513046940  0.1416408132 -0.0136409361  2.8219602261
#>  [806] -0.6897157350  0.5941414276 -0.4720104632 -0.6608209487  1.0780209959
#>  [811]  0.2825246847  3.6469097789 -0.7245488090  0.8289783057 -0.1267888232
#>  [816] -0.4197913815  0.2215318704  0.9558324902 -1.5349237407 -0.6019304443
#>  [821]  1.0605100041  1.5168383492  0.7682992860  1.4897998562  1.7580736504
#>  [826] -0.0480083773 -1.5472733046  0.4071254039  0.2489086077  0.2892262392
#>  [831]  0.5021128704  1.2855799612  0.0331234164  1.1065586777 -0.7806898208
#>  [836] -2.9260238420 -1.1579230648  0.6427600791  0.2830089296 -0.6417664906
#>  [841]  0.2710002902  1.3458005055  1.0240127073  1.7233897690 -0.1787560672
#>  [846] -0.6507240290 -0.2363213715 -0.2470728766 -0.6278881783 -1.2233775159
#>  [851] -0.9289811000  0.3762005994  0.4608622670 -1.0864874789  0.5670736172
#>  [856]  0.3916242675  0.4291493727 -0.6798474756  0.8216791786 -0.5017587737
#>  [861] -0.2283680182  0.5423528094 -0.9024916793 -0.4643934386  0.5569366501
#>  [866] -0.1311825124 -0.4512790654  0.0675463869 -2.4627909031  0.2859050396
#>  [871]  0.2943481342 -0.0293536726  1.5453642672  1.3130484051  0.8522487923
#>  [876]  1.9888675353  0.6110353578 -0.6657740952  0.5428072189  0.2738381896
#>  [881]  0.6368850829 -0.8925783909  0.0738371762 -1.8472440580  0.3507135301
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#> [1781]  0.7037451678 -0.8462552426 -1.1957999766  0.2003754668 -0.6241881228
#> [1786]  0.3739854069  0.7554903803  1.6776668859  0.1734840718  0.7418899179
#> [1791]  0.9832471992  0.0197651561  1.4223105977  0.6102031848  0.8945936027
#> [1796] -0.0296053617 -0.0686641711 -0.1019976668 -0.4433477525 -0.0515905069
#> [1801] -3.3712967934 -0.9215739066  0.4022901615 -0.1751614879 -1.0426547947
#> [1806] -1.5444094047  0.5194554694  0.2303177437  1.3167168737  0.5208824126
#> [1811]  0.7593166012  0.5565280944  0.0779993850  0.7282857091  2.3431262047
#> [1816] -1.0517452105  0.1510672314  0.1178913907  1.1870454108  0.3124819609
#> [1821]  0.1131363376  1.7493333107 -1.3010420990 -2.1751740505 -0.5647994511
#> [1826] -0.1996751192  1.7973968960  2.4330020829 -0.6012380947 -1.8480273475
#> [1831] -0.5265246062 -0.0191683283  0.7242478121  2.3869519289  0.4147620912
#> [1836]  0.2077637408 -1.0894936717  0.1607589972  0.1867282481 -0.1117549302
#> [1841] -0.0102687158 -1.1762918748  0.2886235083  0.0739243684  0.1498315148
#> [1846]  1.5867285353 -0.1460518378  0.5036815924 -0.2935779360 -0.9351526709
#> [1851] -0.9078845622  0.2134874424  2.5765441093  1.4534289819  1.7142721121
#> [1856]  0.2064150547  1.3421907365 -0.0387589539  0.0744278450 -0.2272338029
#> [1861]  1.5717549569  1.8625100321  0.8642209996 -0.4482876331 -0.8648540269
#> [1866] -1.0100143709  0.6878033255  1.2172098497  0.4664149889 -1.2588701959
#> [1871] -1.0540482793  0.3479967413 -1.2857680142 -0.7449952902 -0.8070119279
#> [1876]  0.0383248274  0.2472005086 -1.7151955405  0.9711535727 -0.5246325055
#> [1881]  0.3607211292 -0.9922253471 -1.2495830792  1.5463822853 -0.2515526390
#> [1886]  0.9699966020  1.3406379887  1.1143257784 -0.1603108798 -0.5383009571
#> [1891]  0.7668132251  2.2802792425 -0.1605135403  1.0785010504 -0.6490580761
#> [1896] -0.3744663540  2.2083583733  0.9315497438 -0.7610119606  0.0926376850
#> [1901]  0.1001271937 -1.4113152944 -0.0932846622  0.7772283993  0.2261294979
#> [1906]  0.8152384558 -0.1735175922  0.3505607056  0.1516928983  1.2162471306
#> [1911]  0.3388833211  0.8992867899  1.1165329719 -0.8550199943  0.7346055549
#> [1916] -0.1652563803  1.7882545104 -0.1734772331  2.6179531033  0.6554706785
#> [1921] -0.3457265882 -0.0400299880 -0.6314863499 -0.0477137838  1.0699045790
#> [1926]  0.4159360207 -1.6734275758 -1.1242388115  0.1331572109 -1.2713687860
#> [1931]  0.0908395734 -0.3535120234 -0.6603763390  1.3139892582 -0.7502271073
#> [1936]  1.3033379457 -0.0899354963 -0.3709321197  0.1350724129  0.4276131342
#> [1941]  0.6035641226 -0.4456910204  1.8880264254 -0.6829556665 -1.0386226038
#> [1946] -0.4544549286  1.7156513993  0.3731212805  1.1940106105  2.6135724872
#> [1951] -0.2500780364  0.0039473221 -0.7239669659  0.1309471809 -0.1155616301
#> [1956]  0.3310237788  0.7048255906 -0.3063883683  0.4603960002  0.5521335192
#> [1961] -0.8765174374  0.5179199114 -0.9656191036 -0.3921095584  1.0425027467
#> [1966] -0.6492563307  0.6984396385  0.4881377568 -2.2134922153 -1.0025026413
#> [1971] -0.5376623251  0.3078179488  1.1337215988  1.7990128085 -1.6348761540
#> [1976] -0.1924286582 -1.4960490548  0.0783678569 -0.1562103321  0.9871592516
#> [1981]  1.4435294017  0.1842022487  0.7201220139  0.4852982914 -0.0198442883
#> [1986] -1.5771284114  0.2333838455 -1.0362233775  0.1862058539 -0.3874295141
#> [1991] -0.0823210850  1.1790703944 -0.7266468264  0.1123712898  0.9642759241
#> [1996]  1.5614801528  0.0820679128 -1.0845061039  0.8881130507 -0.3096349154
#> [2001] -0.3098823440  0.0442999768 -1.4572301856  0.0023370569  0.7783082126
#> [2006]  1.0906299863 -0.8582570965  0.5725538512 -1.3281957191  1.9722598010
#> [2011] -0.6168309893  0.0904151971 -2.0349537544  0.3985593288 -1.7715134552
#> [2016] -1.0045757318  0.4792280757 -1.3567548521 -0.8731647099 -1.6082200473
#> [2021]  0.0472013801 -1.0315036465 -0.7173370688  1.8243945207  0.3983319387
#> [2026]  0.3017900888 -1.5778855215  1.1691663050 -0.5458630937 -0.0657397493
#> [2031] -0.6209466671 -0.1125613441 -0.3382479114  1.1162181845 -0.3155745925
#> [2036]  0.5912541338 -0.8197246696  0.3875634929 -1.5191106977  0.9547183373
#> [2041]  0.3534828051  0.0653893116  0.5554032482  2.6440823235 -0.4349546091
#> [2046] -1.2664137824 -0.1425492674 -0.7226422829 -0.3236736631 -1.0556457927
#> [2051]  0.5931399004 -1.6599497846 -0.6268978665  0.4585559549  2.2578090817
#> [2056] -0.5445910353  0.3709077654  0.6165542938  0.0181029782 -0.1961822780
#> [2061]  0.7147298863  0.4086934573  0.6332547140  1.7825752684  0.6500091740
#> [2066] -0.3765567921  1.3773814884 -0.3219845538 -2.2617963962 -1.0749163037
#> [2071] -0.4993997901 -3.6172546456 -1.6154168191  0.5203907385  1.1867834231
#> [2076]  0.1676107690  0.5541678940  0.7842589119 -0.7916579867 -0.3987826308
#> [2081]  1.8691603240  0.5613924465  0.5644181623  0.3203216168 -0.7839595173
#> [2086]  0.7345047900  0.6473274881 -0.6872689304 -1.1940174456 -1.9860524114
#> [2091] -0.2471380747  1.2158731438 -0.0420820601  0.4229309549  0.7825293675
#> [2096]  1.6357267791  0.2044430739  1.0915632160 -0.8907348703 -0.0503234574
#> [2101] -0.2267099592  0.5799349610 -0.4038679856  0.9834293718 -1.2753585062
#> [2106] -0.3913297437  0.6515823153 -0.3277017580  0.4755069891  1.4976145122
#> [2111]  0.2055019073  0.5970530142  1.0885239271 -2.6468781286 -0.3701090810
#> [2116] -1.1555065511 -1.6060957415 -0.2485009710  0.8381871627  0.5372488346
#> [2121] -0.6497785251  0.8258517934  2.7105596970  0.1746065946  0.1569924685
#> [2126]  0.2393891445  0.1480714626 -0.5506414129  0.0236277564 -0.2221061716
#> [2131]  0.1232663741  0.3635943723 -0.9988248289 -0.0208150718  0.9745637299
#> [2136] -0.1279310526 -2.2289870299  0.4355588674  0.2383438049  0.6677205750
#> [2141] -0.7499739814  0.0711875331  0.2977607213 -1.7040701111 -1.0917335831
#> [2146]  0.5468492622  0.1563931563 -1.0170341736 -2.8217854549 -1.6684153127
#> [2151] -0.2440939586  1.0125305104  1.2895572332  1.3328758140 -1.8750483949
#> [2156] -0.8820197667  0.4863873631 -0.7890506606  1.9357029049  1.1317461344
#> [2161]  0.7805622393  0.3767268399 -0.4707285201 -1.0131073243 -1.6236975722
#> [2166]  1.4254871317  0.6806845490  0.4498942903 -0.1902404797  0.3874146314
#> [2171] -0.2255798555  1.2143466212 -0.7699229240 -1.1444434387 -0.0140817483
#> [2176]  0.2789435461 -0.9286031297 -0.9988854818 -0.5066298190 -0.2289680125
#> [2181]  0.0571919456  1.0811201999  2.7175501962  1.4802379458  1.0295350923
#> [2186] -1.3289292857 -2.0188845580 -1.4128823279  1.7027394827  1.5356361101
#> [2191] -0.5424760982 -0.3561528508 -0.6381238440 -0.5963529781  1.2406702491
#> [2196]  0.2038457196 -1.3635253176  0.2155340523  0.1240774237 -0.2442027508
#> [2201] -1.3086371649 -0.5361391967 -1.4124711816  1.5616770185  0.2281726602
#> [2206] -0.5390730275  0.4490484505  0.3494840523 -0.4822047542  2.9515657729
#> [2211] -0.4598984054 -1.5064717687 -0.9727288502  0.1595912698 -0.3936587742
#> [2216] -0.9154821421  0.3213500349  0.4640915332  0.9085546748  0.4667748505
#> [2221]  0.0571724085 -2.3488097743 -0.8396379376  0.1120595601  1.0652573734
#> [2226]  0.8761427181  0.1086232244 -0.6907760785 -0.9069056105  1.3544998322
#> [2231] -0.1698746904 -0.0225368801  0.6073497103  0.0746946426  0.2989231606
#> [2236]  0.3289257288 -0.8892393254 -0.9158593487  0.4616779549  0.4083223826
#> [2241] -0.1192340402 -1.6322846619 -0.8185900229 -0.4678721327 -0.2490422546
#> [2246]  0.7093246574  0.6461189484 -1.0834918676  0.2652357520  1.2485190940
#> [2251]  0.3070843854 -0.4497464182  1.7665292288 -0.2280827152  0.3085469930
#> [2256] -0.1547311364 -0.0485118620 -2.0304405711 -1.0633858538  0.3309912474
#> [2261] -0.0285228200 -1.3586809591 -0.6227399554 -1.1893332868  0.5547606934
#> [2266]  1.1032534095 -0.5281072187  0.3166837894 -0.5597204439 -0.1006544727
#> [2271] -0.2519739994  0.3101491348  2.1454102079 -1.9692027658  1.1564473584
#> [2276] -0.0130095285 -0.7593058952 -0.6488400324 -1.0891279658 -1.0328536661
#> [2281]  0.3732265798 -0.3352009687  0.9768907012 -0.5142734971  0.8809967706
#> [2286]  0.9135536116 -0.6977517076 -0.2322156231 -0.6378542238 -0.1180692857
#> [2291] -0.7703867939 -0.8695966649  1.0349182988 -0.6922091558  0.0002540715
#> [2296] -0.2288089684 -0.2772778604 -0.5390226624  0.7042452418 -0.4578731859
#> [2301]  1.8477239095 -1.8083266175  0.4119961368 -0.5350814782  0.0620408335
#> [2306] -0.1980635953 -2.0888296843 -0.8388735322 -0.6797557304  0.2233923037
#> [2311] -2.3737723658 -0.9757651507  1.2880714132  1.1639921515  1.1370491138
#> [2316]  0.7641780599  0.8448544926 -0.6108854871  0.2368401265 -0.0325825554
#> [2321] -0.2504308170 -0.5032618361  1.6306397091 -0.3253337724  0.3844963025
#> [2326] -0.7577202766  1.3983039474  0.2866374467  0.3009302382 -1.0189122172
#> [2331] -0.3574496452  0.6199998957 -0.9109207045  0.1367498411 -0.3302706904
#> [2336] -1.3910508037  2.4383933954  0.9058472854 -0.1121825574  3.3929340490
#> [2341]  0.2420853096  0.3602576623 -0.4780950904 -1.6821780003  0.4896768413
#> [2346]  0.5442314727 -0.3919122387  0.8842277052 -1.0426889084 -0.0809193726
#> [2351] -0.9841942611 -0.0732357770 -0.1157414357 -0.1070594307  2.8386566142
#> [2356] -0.1126464029 -0.7682846624 -0.3780786001 -0.3131408946 -0.4360012671
#> [2361] -0.3025195213 -1.8732770257  0.8619112144  0.4710657825 -0.4027836452
#> [2366]  0.5981903045  1.8205522748  0.6840634865  0.4362400922  2.6047447905
#> [2371]  1.5540285479  0.0932243736  1.6271680571  0.5214206607 -0.1875507336
#> [2376]  0.5228176930 -1.9925876136 -0.5292595264 -0.2500529777 -0.7785676532
#> [2381] -0.2776373973 -0.4646288383 -1.3120753809  0.5874019184 -0.5348035158
#> [2386] -2.0706061734  0.7929576494 -0.8219153974 -1.5905928790  0.8416445991
#> [2391] -0.8536517904  0.1009308871 -0.8489373155  1.3999913928  1.1166548878
#> [2396] -0.2719438956 -0.3231491660  1.1828531518  1.4419901665  1.9248173752
#> [2401]  0.7827189693 -0.4344656858  0.0952190946  1.0359698855  0.9761981286
#> [2406] -0.3899659295  1.0949080575 -0.0324964574  1.3571907008 -0.1917306579
#> [2411] -1.1938896093  0.0207654154  0.0953049223  0.8516810128 -0.2212181190
#> [2416] -0.0217912393  0.6801204040  0.7504139409 -0.1201194230  0.6982795605
#> [2421]  0.5899404739  0.5015536067 -1.6643057395 -0.3467150983  0.8725175777
#> [2426]  0.4930805136  1.2861937665 -2.3952054682  1.7954548183 -0.4944646465
#> [2431]  1.5529846850  1.6255046183  0.3431143836 -1.6865111249  1.3941091855
#> [2436]  1.6839130414  1.7016947603  0.2515289570  0.4144401762 -0.4461790006
#> [2441] -0.6897889281 -0.9471445910 -1.1920174145 -0.6242919356 -0.0946670869
#> [2446]  0.4134142633 -0.3593157666 -0.3482855319  0.1182692548 -0.7249530803
#> [2451] -0.3734932327  1.3170034549  0.3461283829 -0.4893881984 -1.5840367570
#> [2456]  2.4195902526 -0.7056047276  1.7590952709  1.7459395058 -0.5123950883
#> [2461] -0.4878964196  0.5158479359  0.2336912855  0.1340148391 -1.4027310972
#> [2466]  0.6804122867  0.5214030256 -1.3078862774 -2.1531173406 -1.4039401633
#> [2471] -1.5781065011 -1.3151011153 -1.6053302486  0.3542178548  0.6344875750
#> [2476] -1.6927394154 -0.5587027076  0.9374241470 -1.1116675634  1.3506974611
#> [2481]  0.8150185997 -0.5821790717  0.2769449517  0.0334059806 -0.8902208106
#> [2486] -1.4291974768 -0.0422880401  0.4538206606 -0.6655468134 -0.4101604126
#> [2491]  0.7816561053 -0.1695106360  0.7570137988  0.2342986497  0.8128976650
#> [2496]  2.2834529856 -0.6889996007  0.1106321065 -0.5234538903  0.8394233031
#> 
#> $`a[2]`
#>    [1]  8.214804e-01 -6.846178e-01 -9.836559e-01  6.241358e-01  5.349842e-01
#>    [6] -1.417949e+00  1.509517e-01 -1.901998e+00 -8.000056e-01 -1.093027e+00
#>   [11]  1.036701e+00  1.865180e+00  1.520435e+00 -1.554653e+00 -9.251778e-01
#>   [16]  1.360895e+00  1.161583e+00 -7.928811e-01 -4.536499e-01 -2.736630e-01
#>   [21] -1.298759e+00  4.250410e-01  2.634210e-01 -1.101637e+00 -3.427287e-01
#>   [26] -8.272795e-01 -6.371440e-01  1.355202e+00 -1.802376e+00 -1.911049e+00
#>   [31] -1.171503e+00 -1.954270e+00 -7.551201e-01 -1.487187e+00  5.659710e-02
#>   [36] -6.332042e-01  9.364310e-01  1.968189e+00 -1.934114e+00 -1.030353e+00
#>   [41]  1.445004e+00  8.027315e-01  5.692105e-01  4.398544e-01  8.293933e-01
#>   [46]  1.886873e+00 -3.068935e-01 -1.331408e-01 -8.499402e-01 -4.899576e-01
#>   [51]  5.432921e-01  2.127293e-01 -7.051550e-01 -6.235190e-02  1.586546e+00
#>   [56] -6.715586e-01 -2.721442e-01 -4.943202e-01 -3.136403e-01 -7.753322e-02
#>   [61]  7.305574e-01 -8.982673e-01 -4.196742e-01  1.684397e-02 -5.478350e-01
#>   [66]  1.762701e-01  2.645564e-01  1.644270e-01  6.120389e-01  3.959751e-01
#>   [71] -4.592096e-01 -5.800777e-01 -1.043055e+00  5.404642e-01 -2.426516e+00
#>   [76]  4.806965e-01 -7.629678e-01  3.730833e-01 -4.234027e-01 -4.753953e-01
#>   [81]  2.125112e+00  1.662248e-01 -2.191299e-01  3.402240e-01  8.673405e-01
#>   [86] -1.341876e+00  1.142006e+00  6.203365e-01  5.266786e-01  2.513086e+00
#>   [91]  2.939380e-01 -2.108762e+00 -1.885054e-01  1.142035e+00  1.681460e+00
#>   [96] -3.505145e-01  1.417997e-01  3.112830e-01 -6.026380e-02  9.157911e-01
#>  [101] -1.352365e+00 -6.913637e-01  8.866560e-01 -7.382143e-01  8.913999e-01
#>  [106] -3.925142e-01 -4.258259e-01 -2.016615e-01 -3.924108e-01  6.895388e-01
#>  [111]  5.428521e-01 -8.919368e-01 -2.202031e-01 -4.728308e-01  1.279333e+00
#>  [116] -5.195606e-02  4.979249e-01  2.294442e-01  8.597806e-01 -3.696499e-01
#>  [121]  4.063586e-01  7.439750e-01  3.699058e-01  4.977881e-01 -7.343060e-01
#>  [126]  4.714304e-01 -3.987758e-02  5.818708e-01 -9.971187e-01 -5.548850e-03
#>  [131] -8.039788e-01  2.715518e-02  1.279074e+00  1.303999e+00  9.270046e-01
#>  [136] -4.622858e-02 -6.362028e-01  4.411016e-01  2.786186e-01 -1.780542e-01
#>  [141] -3.258168e-01 -2.389391e-01 -1.082853e-01  7.198610e-03 -4.196934e-01
#>  [146] -3.783415e-01 -8.748154e-02  1.882145e+00 -1.060122e+00  6.819603e-01
#>  [151]  1.615087e+00 -1.974539e+00  1.840820e-01  5.093046e-01 -1.316073e-01
#>  [156]  1.137343e+00  1.306903e+00 -1.176576e-01  6.553984e-01 -1.210328e-01
#>  [161]  2.228748e-01  1.152984e+00  7.997657e-02  5.218785e-01 -8.085607e-01
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#>  [171] -9.678947e-01  3.561753e-01  1.345111e-01  1.448591e+00 -3.894489e-02
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#> [1741] -2.567810e-01  3.187239e-01 -5.964234e-01 -9.903306e-01 -1.905325e-01
#> [1746] -7.631431e-01 -1.460656e+00 -8.017214e-01 -1.010891e+00  1.738521e+00
#> [1751] -1.471462e-03  2.726960e-01  7.651586e-01  6.884105e-01 -9.157395e-01
#> [1756] -8.218761e-01 -1.069733e+00 -1.260366e+00 -1.443618e+00  9.394191e-02
#> [1761] -1.357315e-01 -5.187942e-01  1.351779e+00  6.776068e-01 -2.326051e-01
#> [1766] -2.052175e+00 -7.590951e-01 -1.537604e+00  1.493804e+00  5.237133e-01
#> [1771] -1.818536e+00  1.477081e+00 -1.780411e+00  1.528541e+00 -2.144962e-01
#> [1776] -1.922142e+00 -1.549520e+00 -8.571411e-01  3.414105e-01 -2.409172e+00
#> [1781]  8.540093e-01 -6.487128e-01  1.393482e-01 -8.123215e-02  1.443392e+00
#> [1786] -9.587802e-01 -5.059673e-01  3.666547e-01  6.934361e-01  3.078122e-02
#> [1791]  1.771328e+00  7.689495e-01  3.559822e-01  1.457664e+00  2.061019e-01
#> [1796]  3.310650e-01  1.531274e+00 -5.924504e-01 -1.323700e+00 -1.508949e+00
#> [1801] -6.006532e-01 -2.367873e-01 -1.276873e+00  1.435907e-01  1.372889e+00
#> [1806]  2.923126e-01 -2.881597e-01  3.766226e-01  6.282209e-01 -1.305153e+00
#> [1811] -3.267350e-01 -6.309669e-01  8.197639e-01  1.599515e+00  1.271986e+00
#> [1816] -1.456821e+00 -1.096420e+00 -1.118154e-01 -1.757203e-02 -1.255335e+00
#> [1821] -3.292063e-01 -7.393246e-01  4.218216e-01 -2.424480e-01 -5.962562e-01
#> [1826]  2.486406e+00 -2.242488e-01 -1.306618e+00  3.676165e-01  3.594326e-01
#> [1831]  1.139040e-01 -1.458663e-01 -1.366191e+00  1.628726e+00 -1.498809e-01
#> [1836] -9.918457e-01  6.208242e-01  9.480279e-01  2.747605e-01  2.278295e+00
#> [1841]  1.531646e+00 -1.081275e+00  1.972052e+00  1.628186e+00  2.025304e-02
#> [1846]  9.900967e-01 -3.410195e+00 -8.482299e-01  6.632642e-01  8.798974e-01
#> [1851]  5.639297e-01  6.400875e-01 -5.149091e-01 -3.237700e+00 -2.576799e+00
#> [1856] -1.475260e-01  8.471100e-01  1.140339e+00 -7.370447e-01 -3.569069e-01
#> [1861]  2.855756e-01  2.879354e-01 -8.438299e-01  4.960463e-01 -7.857905e-01
#> [1866] -1.557204e-01 -4.655365e-01 -4.767577e-01  5.378870e-01  2.033495e-01
#> [1871] -4.652575e-01 -9.346040e-01  4.600347e-01  1.222241e+00 -1.285265e+00
#> [1876] -5.729388e-01 -4.933852e-01  2.115989e+00  8.103110e-01 -2.247007e-01
#> [1881]  2.306972e+00  1.182757e+00  5.899166e-01  3.380344e-01 -3.368945e+00
#> [1886]  3.266935e-01  4.453572e-01  2.179767e+00  3.557644e-02 -9.667583e-01
#> [1891] -7.924077e-02 -4.238500e-01  5.981306e-01 -2.591218e-01 -6.236770e-01
#> [1896]  2.836857e-01 -8.369042e-01  8.659778e-01  1.462539e+00  3.519408e-01
#> [1901]  3.672224e-01 -1.062434e+00 -2.066259e+00 -1.533362e+00  1.270482e+00
#> [1906]  1.532168e+00 -1.046508e-01  1.131039e+00  2.963023e-01 -4.047757e-01
#> [1911]  1.928359e+00 -1.027647e+00  9.988154e-01 -5.219657e-01 -4.399241e-01
#> [1916] -1.582999e+00 -6.117257e-01  2.744648e-01  1.058573e+00  1.967061e+00
#> [1921]  6.098073e-01  5.246508e-01  2.990654e-01 -7.388739e-01  3.452656e-01
#> [1926] -7.581863e-01  1.549433e+00  4.904977e-01 -8.225846e-01 -5.104489e-01
#> [1931] -7.730227e-01  3.207683e-01 -6.971542e-01 -5.577272e-01 -1.042270e+00
#> [1936] -6.598473e-01 -6.179641e-01 -4.455147e-01 -7.900632e-01 -2.051900e+00
#> [1941]  4.135951e-01 -9.032999e-01 -1.057758e+00  9.868745e-01  1.602688e+00
#> [1946]  1.819868e-01 -1.868620e+00 -8.713404e-01  1.183402e-01  9.548062e-01
#> [1951]  2.064724e+00  1.028688e+00  7.325375e-01 -2.586964e-01  6.093950e-01
#> [1956] -1.529148e+00 -6.492534e-01 -9.511916e-02  1.208387e+00 -7.349522e-01
#> [1961] -4.227331e-01  1.923407e-01  1.410119e+00 -1.013268e+00  1.463238e+00
#> [1966] -1.732924e+00 -1.534013e+00 -2.283127e-01  1.164196e+00 -8.941169e-02
#> [1971] -4.130051e-01 -1.403760e+00 -4.195868e-01 -2.363552e-01  2.550928e+00
#> [1976]  1.307723e-01 -1.948490e-01  1.135703e-01  1.241160e+00 -1.247322e+00
#> [1981]  3.873655e-01 -1.528776e+00  1.697323e+00  1.108032e+00  2.105348e+00
#> [1986]  8.832983e-01 -1.196307e+00 -1.991783e-01  7.685938e-01  2.661095e-01
#> [1991] -4.165459e-01 -1.612605e-01  8.456331e-01  1.002742e+00 -8.236059e-01
#> [1996] -3.033420e-01  6.178759e-02  1.353499e+00 -3.463637e-01  1.325792e+00
#> [2001]  1.784534e+00 -2.091476e-01  8.474712e-01 -3.189259e-01  3.275611e-01
#> [2006] -1.516713e+00  8.183592e-01 -1.550139e+00  6.214763e-01 -9.852191e-01
#> [2011] -3.673393e-01  7.499500e-01 -3.563925e-01  2.283161e-01 -1.829485e+00
#> [2016]  1.723822e+00 -2.497350e-01  9.249834e-01  1.084942e+00 -9.572381e-01
#> [2021] -1.423012e+00  1.428073e-01 -3.882307e-01 -9.965019e-01  8.448832e-01
#> [2026] -8.989074e-01 -1.880409e-01 -2.353471e-02 -5.188562e-01 -2.604617e-02
#> [2031] -7.623590e-01  3.062125e-01 -1.701850e-01  1.194575e+00  2.173299e+00
#> [2036]  1.021178e+00  7.092257e-01  1.469567e-01 -8.676382e-01  5.877809e-01
#> [2041] -3.332178e-01  8.735739e-01  1.290324e+00 -1.579783e+00 -2.713409e-01
#> [2046] -2.042804e+00  1.002043e+00  9.384763e-01 -1.029674e+00  9.441404e-01
#> [2051]  6.498121e-01  4.826041e-01  4.039848e-01 -1.305243e+00  1.022612e+00
#> [2056]  7.763789e-01  2.168687e-01 -2.270908e+00 -5.467293e-01  1.248742e-02
#> [2061]  4.820370e-01 -7.570399e-02  1.284750e+00 -6.630999e-01  2.140939e-01
#> [2066]  2.261435e-01  1.036575e-01  8.294484e-01 -2.151577e+00 -5.299418e-01
#> [2071]  1.193041e+00 -1.344389e+00 -5.727773e-01  1.507966e+00 -1.207495e-01
#> [2076] -1.084607e+00 -1.450965e+00  4.083141e-01 -4.600532e-01 -9.449053e-01
#> [2081]  2.191055e+00 -3.836388e-01  1.846715e+00  1.977449e+00 -1.254141e+00
#> [2086]  1.055027e+00  1.303516e+00 -1.003927e+00 -8.152520e-01 -6.193253e-02
#> [2091]  1.335804e-01  2.227128e+00 -6.009692e-01 -3.924821e-01 -3.050668e+00
#> [2096]  6.779324e-01 -6.760286e-01 -1.445470e+00  1.135556e+00  1.626164e+00
#> [2101]  6.328680e-02 -5.994552e-01  7.567094e-01 -1.052639e+00  1.874427e-01
#> [2106]  1.773100e+00  7.493163e-01 -5.458537e-01 -5.642039e-01 -1.755526e+00
#> [2111] -3.721842e-01 -1.863996e+00  8.569265e-01  5.962672e-01  7.731220e-01
#> [2116] -3.708456e-02 -1.696104e-02  5.888390e-01 -3.477814e-01 -6.600550e-01
#> [2121] -1.500511e-01  4.039017e-01  6.747348e-01  2.664292e-01 -5.791251e-01
#> [2126] -1.226311e+00  2.276358e-01 -1.364340e-01 -2.179958e+00  9.289095e-02
#> [2131] -3.854562e-01 -6.661234e-01  7.984406e-01 -1.144154e+00  4.069502e-01
#> [2136] -1.176104e+00  2.334288e-01  8.362877e-01  1.518701e+00 -9.471602e-02
#> [2141] -7.125047e-01 -2.201921e-01  1.642031e+00 -1.463299e+00 -8.608034e-01
#> [2146] -2.876106e-01 -4.946959e-01 -8.380898e-01  4.937574e-01  5.051542e-02
#> [2151] -5.163884e-01  7.591942e-01 -1.249584e+00  3.585842e-01  2.692247e-01
#> [2156]  3.014769e-01 -8.824378e-01 -8.448712e-01 -1.202733e+00  2.415802e-01
#> [2161] -3.484553e-01  1.443287e+00  9.316605e-01  3.259428e-01  1.696761e-01
#> [2166]  7.738417e-01  1.875131e+00 -1.334592e+00  8.034919e-01 -2.081325e-01
#> [2171]  5.433451e-01 -1.238794e+00 -1.137603e+00  7.368073e-02 -8.399489e-01
#> [2176]  2.280715e+00  8.375591e-01 -4.264741e-01 -1.936506e+00  3.299219e-01
#> [2181]  4.429754e-01 -3.296022e-01  7.894539e-01 -1.376265e+00 -5.550198e-01
#> [2186]  1.312278e+00 -4.032648e-01 -5.123947e-01  1.465644e+00  8.428060e-01
#> [2191]  1.274208e+00  2.364106e+00 -1.143466e+00 -1.151231e+00 -6.652106e-02
#> [2196] -2.142474e-03 -2.201303e-01 -4.856228e-01  1.517293e-01  1.488396e+00
#> [2201]  1.290182e-01  7.217957e-02 -5.541479e-01 -1.708800e-01 -1.112915e+00
#> [2206]  8.239472e-02  3.289355e-02  4.584250e-01 -1.831957e+00 -3.193225e-01
#> [2211]  1.505840e+00 -8.955909e-01 -1.268286e-01 -3.133524e-01 -5.796837e-02
#> [2216]  2.191313e-01 -1.252074e+00  7.603755e-01 -1.188528e+00 -2.117679e+00
#> [2221] -5.936302e-02 -1.489544e+00 -1.159953e+00  4.795056e-02  1.155162e+00
#> [2226] -2.792578e-02 -1.390811e+00  4.027970e-01  1.404420e-02  6.565898e-01
#> [2231] -1.049661e+00  1.060758e+00 -1.986456e+00  6.101545e-01 -1.072325e+00
#> [2236]  2.882777e-02 -1.331077e-01 -8.108503e-02  6.070741e-01 -2.333454e-01
#> [2241]  8.548682e-01 -8.770597e-01  1.228883e+00 -1.044008e+00  3.720747e-02
#> [2246]  2.525295e-01  5.139459e-01  4.524234e-01  6.154640e-02  1.441329e+00
#> [2251] -1.184799e-01 -1.651820e+00  2.954646e-01 -3.494863e-01  3.701915e-01
#> [2256]  2.423583e-01 -3.666679e-01 -1.501576e+00 -1.351450e+00  1.867673e+00
#> [2261] -1.073122e-01 -9.461268e-02 -9.025855e-02 -1.818603e+00  8.665479e-01
#> [2266]  8.887898e-02 -8.441342e-01  4.103325e-01  4.923372e-01  1.068633e+00
#> [2271]  9.340431e-02  1.266478e+00  2.224156e-01 -9.509787e-01  4.206410e-01
#> [2276]  6.490335e-01  1.521547e-01  8.004402e-01  1.376195e+00  5.938973e-01
#> [2281] -8.891284e-01 -6.515322e-01  9.666996e-01 -5.430173e-01  1.186888e+00
#> [2286]  6.436304e-01  2.183466e-01  1.054473e+00 -1.103226e+00  7.337816e-02
#> [2291] -2.550504e-01  6.973769e-01 -1.526684e+00 -7.295346e-01 -6.647393e-01
#> [2296]  9.658534e-01 -7.873677e-01 -1.235686e+00  1.188887e-01 -5.791202e-02
#> [2301] -1.028498e+00 -3.671545e-01  1.609040e+00 -3.675332e-01  4.090560e-01
#> [2306] -8.999746e-01  1.532444e+00  2.738102e-01  1.056174e+00  1.615140e-01
#> [2311]  1.572208e+00 -1.239523e+00 -9.733108e-01 -3.182223e-01  2.448187e-02
#> [2316] -2.171317e+00 -2.147000e-01 -1.135185e+00 -8.149981e-01  8.600380e-01
#> [2321] -5.695530e-01  2.355327e-02  5.145891e-01  1.175362e-01  3.727923e-01
#> [2326]  1.227086e+00  2.110166e+00  4.733491e-01  2.292110e+00  2.672389e-01
#> [2331]  7.437385e-01  3.163345e+00 -1.761676e+00  1.492888e-01  1.444508e-01
#> [2336]  2.075348e-04 -2.148716e-01 -5.199439e-01  6.296272e-01 -6.019564e-02
#> [2341]  1.071671e+00 -5.697302e-01  4.568673e-03  1.692430e-01 -2.009823e-01
#> [2346]  5.026360e-01  1.117602e-01  3.140419e-02 -4.076404e-01 -1.506785e+00
#> [2351]  1.387227e+00  1.129235e-01 -6.427851e-01  6.093571e-01  4.214557e-01
#> [2356] -1.533214e+00  2.918752e+00  9.993621e-01 -6.292940e-01 -2.148236e+00
#> [2361] -1.246143e+00 -6.415232e-01 -7.725251e-01  2.448005e+00 -2.954627e-01
#> [2366] -3.457134e-01  7.345964e-01  2.178607e-01  2.741372e-01  2.135056e-01
#> [2371] -1.152507e-01 -1.897929e+00 -8.765337e-01  1.456081e+00 -1.019056e-01
#> [2376] -4.333322e-01 -2.483520e-01  8.596391e-01  1.413045e+00 -1.832818e+00
#> [2381]  6.474580e-01  1.908173e-01  1.221379e-01 -3.411167e-01  4.065851e-01
#> [2386] -2.474929e-01 -3.259415e-02  9.275788e-01  1.012155e+00  4.578007e-01
#> [2391]  1.134989e+00  4.045477e-01 -9.857123e-01 -9.762690e-01  7.611099e-01
#> [2396]  1.211229e+00 -5.906458e-01 -3.756720e-01  1.300507e-01  3.315755e-01
#> [2401] -3.479635e-01  3.587460e-02  3.934924e-01 -1.636715e+00 -2.268638e-01
#> [2406] -9.928719e-02  2.315002e-01  8.337343e-01  2.528407e-01 -9.044370e-01
#> [2411]  1.112289e+00  1.335224e+00  3.016785e-01  2.330986e-01 -1.243047e+00
#> [2416] -3.276597e-01 -4.654478e-01  1.711844e+00 -1.986466e+00 -1.087847e+00
#> [2421] -6.542688e-01 -8.283557e-01  5.385963e-01 -5.266951e-01 -3.874661e-01
#> [2426]  7.114461e-01 -1.288048e+00  1.149487e+00  4.686299e-01 -5.419570e-01
#> [2431]  2.780314e-03  1.463006e+00 -3.109754e-01  5.755554e-01  8.400940e-01
#> [2436] -1.182629e+00  9.017674e-01  6.402018e-01 -7.642805e-01 -1.011315e+00
#> [2441]  8.169908e-01  7.869137e-01  4.471353e-02 -1.397639e+00 -8.054753e-01
#> [2446]  9.669436e-01  1.946603e+00  1.418444e-01 -1.397412e+00 -1.080045e+00
#> [2451] -2.188964e+00 -3.876939e-01  1.663413e+00 -2.874403e-01 -2.126095e-01
#> [2456] -8.232009e-01 -2.558944e-01 -2.533131e-01  1.410010e+00 -1.948293e+00
#> [2461]  2.440961e+00  1.267519e+00  4.417605e-01 -6.272080e-01  1.281168e-02
#> [2466]  4.903151e-01  5.337547e-01 -4.572691e-01  9.717442e-01 -1.305718e+00
#> [2471] -3.122046e-01  8.207240e-01 -1.206314e+00  6.977112e-01  5.056232e-01
#> [2476] -5.649845e-01 -1.359922e+00 -7.248044e-01 -1.026540e+00 -1.515989e-02
#> [2481] -1.108882e-01 -2.926535e-01  6.452714e-02  1.538641e+00 -4.829792e-01
#> [2486] -1.481201e-01  1.342911e+00  1.298800e-02 -1.443300e-01 -6.906900e-01
#> [2491] -1.458433e+00 -6.042644e-01 -3.748479e-01 -9.881278e-01  5.448532e-01
#> [2496] -8.547256e-01  2.019136e-01 -2.970188e-01  1.303366e+00 -7.231271e-02
#> 
#> $`b[1]`
#>    [1] -0.1940336959  1.1314464522 -0.8777527471 -0.9443324651  0.5862251507
#>    [6] -0.5168450949 -0.2233889042  1.0552347967  0.7799688491  0.1057542909
#>   [11] -0.0493664698  0.4844464077 -2.0646089892  0.3552864225  0.2385162214
#>   [16] -0.2831141266  0.1801046499  1.1043887260 -0.3413403267 -0.2877563423
#>   [21]  0.5337653349 -0.1097602413 -0.7125310441 -0.6814387228  0.0232486891
#>   [26] -0.4406211392 -0.7794536635 -0.5193313520  0.8624553207  0.7391627252
#>   [31]  1.9825594371 -1.4996334075 -1.3224592072  0.8033994492 -1.5152940667
#>   [36]  2.3033215743 -0.6390805366 -0.5949322487  0.3570107455 -0.5511985488
#>   [41] -0.8426173457  0.8030457720 -1.2224961007 -1.7202221989  1.0440199635
#>   [46]  0.6810981911  0.7646704762 -1.1346531653 -0.2512301833  0.2813166563
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#>  [211]  0.6350933594 -0.2625310241 -1.4701149016  0.1292216249 -0.3190543313
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#>  [231]  0.7447635670  0.0308201548 -0.4732511323  1.2711203284  1.2127070866
#>  [236]  1.2551414816  0.2770605503  0.7234799020  0.3664140793 -1.6665434797
#>  [241]  1.0602490212 -0.9068860145  0.0415600086  0.6913412324 -1.0156597009
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#>  [251]  0.1101384666 -1.5743294450  0.5281205986 -1.4731950603  2.4473993570
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#>  [266]  1.0083078016  0.2427200076  0.2866264841  0.2943408817  1.6912610158
#>  [271]  0.0928665874  1.5597547302 -1.0722567014  0.5970173371  0.3413977182
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#>  [286]  0.2078843497  0.0202001936  0.1772077408 -0.9835091463 -1.4315321588
#>  [291] -0.3991743820 -0.0897550966  0.2764674640 -0.3177057658 -0.9377518002
#>  [296]  2.2084089111  0.3456160214  0.2194585197  0.5894775005 -0.6109106243
#>  [301]  1.2922616476  0.6508491903  0.5665742064  2.0828579247  1.4499808184
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#>  [331]  1.6871278245  0.6761240612 -1.7591783567 -0.2023716042  0.0631014688
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#>  [391]  0.9402267458  1.2957149030  0.1497399208  0.4287843705  1.8030704665
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#>  [481]  1.4336322952  0.3311262852  1.7711964619  0.2630473772  0.4189521581
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#>  [496]  2.1634710915  0.7624695488  0.9404310580 -0.4625124193  0.1654149733
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#>  [711]  0.0871317819  1.4213973891 -0.7253983478  2.5360934077  2.0560320555
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#>  [731]  0.0543879120  0.2702344783 -0.6911823552  0.9553056364  0.2300299061
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#>  [741] -2.0227027198 -0.7942040988  0.0309549236  0.4179839494  0.1742816626
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#>  [751]  0.3138469159 -1.5479553523  0.7675351059 -0.1824105313  0.0958025080
#>  [756]  0.2578623882 -0.4368060084 -0.0518585988  0.9455521283 -0.6674559003
#>  [761]  1.0865089597  0.4342943291  1.3121803384 -0.4114441259 -0.1078068873
#>  [766] -1.3504535955  2.1196555210  1.0098412621  0.7432425282  1.3028234719
#>  [771] -0.1547290192  1.2811842841  0.0973358183 -0.5508925224  0.8839977165
#>  [776]  0.4244781698  0.2366106007 -1.4173190657 -0.1098210551 -0.7803048673
#>  [781] -2.4994530236  0.4466109370 -0.5988558863 -0.4161236117 -0.5788138020
#>  [786] -0.7783992786 -0.7880396237  0.7681372024  0.8605347653 -0.7838153586
#>  [791] -0.4883267560 -0.2677163676 -1.1729030855 -0.4538494477 -0.5477356009
#>  [796] -1.2259788825  0.9123248499 -0.0096797040 -1.0755732273 -0.3358700083
#>  [801]  0.1247338365  1.4703972206 -0.8312405656  0.4816507357  0.2416514007
#>  [806]  0.4222214349 -0.1819740231 -0.4560114255  0.2037202447 -0.0200810092
#>  [811] -1.2762353569 -0.1273280404  0.8912682449 -0.0489969438  0.0511331390
#>  [816]  0.4661648668 -0.5592242516  2.7061820551 -0.1001317820  0.1046959627
#>  [821] -0.7994627112  2.0677633503 -0.9707935108  0.4037429970  0.3070505644
#>  [826]  3.3739711892  2.3764900151 -2.0712334206  2.1696866734  0.5448329934
#>  [831]  0.7127899211  0.2792208767  0.6208458703  0.2851412097 -0.8996796169
#>  [836]  2.1679570423 -0.5171638248 -1.2705644352 -1.5902714218 -0.4847570651
#>  [841] -0.6267416301 -1.0845517871  0.2216348861 -0.1279233195  0.0473631052
#>  [846]  0.9499351567 -0.4132161520  1.5367334492  0.8086773338 -0.6258787512
#>  [851] -0.2236028107 -1.4804017803  1.8431396672 -0.3481454708  0.3522091060
#>  [856] -1.1403725387 -0.7358340367 -1.2473989240  2.1431710002 -2.0852225564
#>  [861]  0.3377856731 -0.3533338800 -1.5993179726  1.2802402973 -0.0905851751
#>  [866]  1.1830174584 -0.7221538201  1.8085988331 -0.6798495964  1.2529124719
#>  [871] -0.7695053230 -0.8028837784  1.0474906293 -0.3709155466  0.7244929209
#>  [876]  0.3744070701 -0.0573648384  0.8128585015 -0.1314259133  0.0685301560
#>  [881] -1.7199134172  0.4283558824  0.3697846942  1.4896602917  1.3363709343
#>  [886] -0.5318961941  0.1020551636  0.8221998698 -0.3803815207  1.3790203860
#>  [891]  0.2724135402  0.0194709827  0.6600964211  0.0308959835  1.4049656573
#>  [896] -0.7346488211  0.6629894998 -0.0176370303 -1.0048484839  0.6621888046
#>  [901] -0.3588839835 -0.3570093643 -0.2329670104 -0.6249199528  0.6752217122
#>  [906]  0.3322664902 -0.8235852154 -0.4680383329  0.0409375705 -1.5005018242
#>  [911] -0.5277917763 -1.3024526812  0.6012063960 -0.4365379842 -0.9948212592
#>  [916]  0.0655274803 -0.5719058129 -0.7720890435  0.5443884394 -1.3390457252
#>  [921]  1.2591622781 -0.4461317506 -0.9939964624 -0.3372359338  0.0814557916
#>  [926]  1.0383592506 -0.1299829047 -0.8114182776 -0.3379333717 -0.9548583727
#>  [931]  0.2478684190  1.1137535672 -1.0735564240 -0.5385437525  0.5474547990
#>  [936] -1.1400221212 -1.1646061589  0.2029867284  0.3842490054  1.4953777722
#>  [941] -0.0466285366  1.6887516622 -0.7246943776 -0.8669200945 -1.5835168290
#>  [946] -1.1578073162  1.1762078844  1.0307740712  0.7643984270  0.1147005149
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#> [1861] -0.3442785059 -2.3845165873  0.7443562542  1.7105638245 -0.1104935309
#> [1866] -2.3773126168 -0.5848480662 -0.8878803567 -0.6184593644 -0.4188756280
#> [1871] -0.4216554333  1.6107137153 -0.4449648291 -0.0864964363 -0.7657485172
#> [1876]  0.1740928976  0.3661866534  2.3817658011 -0.5851302548  0.8218679017
#> [1881] -0.4361316127  0.2852229028  0.6794729757  0.2469075452  1.3083646682
#> [1886] -0.9417272537 -1.6827884035  1.2460128208  0.9587314459  0.7694359058
#> [1891] -0.2567598887 -0.5147542979  0.7226826473  0.3685053666  1.2400779582
#> [1896]  0.0261124721  1.1031450880  1.0442194246  0.0527196587  2.1829113519
#> [1901]  0.4040870641  3.0163538296  0.8351261797  0.6405627594 -0.2199736287
#> [1906] -1.1483448310 -1.9988636703 -0.6555329721 -0.9426292037  1.2324554809
#> [1911] -0.9413653667  0.1839430857 -0.5081638243 -1.2548878702 -0.4895940648
#> [1916] -0.8157874833 -2.2000513041 -1.2215993244 -0.8687107663 -0.4569853285
#> [1921] -0.4421134695  0.8670318838  0.5562482847 -0.5715730106 -0.7616542551
#> [1926]  2.6257151473 -0.0682812534  1.0623622928 -1.6921596855 -1.7150557826
#> [1931]  0.7902548881  0.2910025991  2.0136721380 -0.9465809465  0.0904326670
#> [1936] -0.2046369887  0.6699460449  0.0242130981  0.3293530736  0.1886242065
#> [1941] -0.8845835175  1.7417499044 -0.3335857321 -1.5910189586  1.1480631365
#> [1946]  0.5845917663  0.9675815973 -1.1918411686  1.2567805310 -0.5623195284
#> [1951]  1.0499390456 -0.3777174871 -0.4592090547 -0.1517141755  0.1190056949
#> [1956] -1.8601197546 -2.6410893233 -1.0523192236  0.4908008953  0.4056477883
#> [1961]  0.8695247634  0.0827491584 -0.9555323474  0.6405308403 -0.2990999587
#> [1966]  0.7241948191 -0.0336813706 -0.5371102683  1.2222361584 -1.7110928043
#> [1971] -0.3324780780  0.4058535321  0.7110293972  1.0230669074  1.3689706013
#> [1976] -1.6928439650 -0.3867333107 -0.6146866954 -0.5897339578 -0.6153285771
#> [1981]  0.5314840870  0.7239655640 -1.4826126212  1.0530046049 -2.1837285806
#> [1986] -0.0784392144 -1.0678748759 -0.2169548772  2.1877449300 -0.8701112273
#> [1991]  0.8860610131 -0.2160455180  0.9640463132  0.4625683110  2.1399507657
#> [1996]  1.0988763050 -0.9885798490 -0.0340590704  0.3022059827 -0.6863274619
#> [2001]  0.8005239605  0.1092937978  1.0722474722  1.8343174845  0.2015072053
#> [2006] -0.5673176733  0.2596807564 -0.8504021769  0.2875972951 -0.7161367228
#> [2011]  0.5038299720 -0.7125785292  2.0246694784  0.8454156734  0.3707984119
#> [2016]  0.6027270647 -1.0061085035 -1.1170297048  0.6686226603  1.1042237020
#> [2021]  1.5385624489  0.6627777896 -0.3493066740 -0.4848686958 -1.0836116067
#> [2026]  0.6522600202  0.7546227207 -0.2156052905  0.4818563576  0.9979429401
#> [2031] -1.4204801573  0.5498564331  0.7604588573  0.5738336480  0.1175383165
#> [2036]  1.3960336501 -1.5531491998 -0.7696637389 -0.5813228457  0.6875771777
#> [2041]  1.6641845176  0.1486130006 -0.7400846263 -2.2368268912  0.0167868460
#> [2046] -0.2303604365 -0.0144422911  1.2747966353 -0.3547686821  0.2672248509
#> [2051]  0.8283733845  0.2920679135 -0.3077625052  2.8071397493 -3.0598207468
#> [2056] -0.4415056252  0.9843079284  0.8160744291 -1.6180724789  0.9086909433
#> [2061] -1.4622476016 -0.6815989914  0.4260093242 -0.0246099897 -0.7361377781
#> [2066]  0.5565648667  1.4512673177 -0.9279919259 -0.0694871865  1.9915810819
#> [2071] -0.4422291342 -0.3505887962 -0.0418343408  0.0021648276  0.7053826036
#> [2076] -0.7679491696 -0.6352540370 -0.1316572765 -0.2433841765  0.0347142951
#> [2081] -1.5123349991 -0.7330057884  0.3715091332  0.1769658092 -0.3642241206
#> [2086] -0.6107302006  0.0035231334  0.5989957051  0.2502584015 -0.7592258775
#> [2091]  0.5364595922  0.1559381832  0.8685548867 -0.4355158497  0.4372559333
#> [2096] -0.1135377613  0.7256449154  0.2680438703 -0.4198358039  2.3929157430
#> [2101] -0.0563427978 -0.1847860475 -0.7410250004  0.9353656090  1.6845640341
#> [2106]  0.7477175783  0.7023091147  0.0771216026 -2.3892150996  0.7473408942
#> [2111] -0.1745911512 -0.1763451766 -1.4571962746  2.1794051233  1.3630951743
#> [2116] -0.0089552040  0.2471099008 -0.7573769602  0.3409063959  0.1773640360
#> [2121] -1.2171900761 -1.4836139912  1.5125885478  0.2567422245 -0.5147975205
#> [2126] -0.9716633429  0.5278538701 -1.7651348821 -0.9012673176 -1.6717429395
#> [2131] -0.1435118389 -0.6650548552 -0.8083679241  1.5352158017 -0.5041387404
#> [2136]  1.0065286602  0.4469252177  0.3376241757 -0.2761169930 -0.8121999828
#> [2141] -1.1307895250  1.2603178529 -0.0046501166  2.0587160640  0.1693872769
#> [2146] -0.3307272268  1.5036666632 -0.2875813996 -0.1163151151 -0.4945992498
#> [2151]  1.3625003623 -0.4533687249 -0.0650462925  0.3090949981 -1.0036242663
#> [2156]  0.6510159577  0.5531925128  0.7493308950 -0.3404759820 -0.6652531222
#> [2161] -0.4484952795  0.3715426389  1.8394591054  0.0299983094 -0.1752601907
#> [2166] -0.5939405847 -1.0776915022  1.6133775613 -0.0405227553  0.7503051330
#> [2171]  2.1626002018 -1.2582062574  0.2616950595  1.5946562717  1.0218379974
#> [2176] -0.5107942199  0.2203032322 -0.4629542490  0.7912632117  1.0014972939
#> [2181]  1.6264257913  0.5452064245  0.2120647433 -1.3303378628  0.3762191641
#> [2186]  0.2837361786  0.9065950854 -0.6936326363  1.1368110450  0.0469955100
#> [2191]  0.9607659416  1.2273704740  0.3960521678  0.4560619685  0.1374256302
#> [2196] -1.2470781289 -1.9979972600 -1.1235359740 -1.8497798912 -1.0184428894
#> [2201] -1.2509072921  1.4837663426  1.2765541759  0.4263634286  0.4598228737
#> [2206] -0.7116086985  0.6321371001 -1.0364024938 -1.2832873029  0.5969071195
#> [2211] -0.9342666689 -0.4324313500 -0.1650255177 -0.6543512454  0.7545456474
#> [2216] -0.1393950574 -1.5004278185 -0.0752853509 -0.0287235310 -1.1327695177
#> [2221]  0.7868613344  0.4717821812 -0.9210483457  0.5887231348 -1.6021085511
#> [2226] -0.8812072092  0.6649557634 -0.5627359900 -2.8827824549 -0.5429602539
#> [2231] -0.8359680770  0.7346358220 -0.5512778713  0.4007916334 -0.4847623914
#> [2236]  1.2140840336  0.8405256251  0.6306485965 -1.0412453631 -0.7254093166
#> [2241]  0.0661403992 -0.5030489033 -0.2733479467 -0.7394819407  0.1726220830
#> [2246] -0.0942447925  0.7773800279 -0.6453050814 -0.1103923427  0.2329404740
#> [2251] -0.7751637641 -0.6781397789  0.7554026581 -0.2313100050 -0.3200085593
#> [2256]  0.5315351259  0.2747305388  0.6831546023 -0.0666195402  0.1683307990
#> [2261] -0.2438790232 -0.2556487501 -0.6594174404  0.8000615360 -2.0265078594
#> [2266] -0.0453958108 -0.0854557926  1.2973506554  0.6315224570 -0.2135250929
#> [2271] -0.2195709096 -1.1353364374  1.1737880297  0.3679910980  0.1118500256
#> [2276] -0.0446989204  1.1422363164 -0.1138877352 -1.3725137813  0.6041229354
#> [2281]  0.0932504606 -1.3059152260 -0.2378082662 -1.0125495074  0.1021713529
#> [2286]  0.7736843314 -0.8658594030 -1.7460846622 -0.4628954231 -0.2783130684
#> [2291] -1.0378170840 -0.9281529057  0.0026440656  0.8435207511 -1.5913509336
#> [2296] -0.6359897119  1.3527101578 -1.1973732414 -2.4331017880  0.8019869517
#> [2301] -0.8426956641 -0.1522537926 -0.2264010482 -0.3468256077  0.1560959857
#> [2306]  0.8060907131 -0.8429511844  0.6390681247  2.2980679411  0.0092435849
#> [2311]  2.2141467038  1.3143378157  0.2815813610 -0.3339824591 -1.6044102680
#> [2316]  0.1864361658  0.7964820452  0.0450839794 -0.4598697139 -1.4606074086
#> [2321] -0.4684375427 -1.3377459137  1.2961682527  0.8530184580 -0.9599422792
#> [2326]  1.5252731029  0.0840040884  1.0019263831  1.4017683314 -0.6890519337
#> [2331] -0.1525594517 -1.6942788676 -0.7768726884 -0.3173991123  0.6427332340
#> [2336]  0.0262185241 -0.9767505041  0.3777800096  0.6556757188  0.4568480945
#> [2341] -0.5026715419  0.6585993578  1.0100074959  0.3801328803  1.1765968929
#> [2346]  1.1535250223  0.9819124847 -2.3059247536 -0.5878745464 -1.0558246815
#> [2351] -0.7653323770 -1.0382664882  2.0210617829  1.9188857583 -0.0631227845
#> [2356] -0.7434909001 -0.9391049576  1.0009572538  1.8683630906  1.9547744994
#> [2361] -0.8241469026 -1.1322239510 -1.4030455755 -0.4672327409 -0.7952175090
#> [2366]  1.0441962127 -0.2581733882  1.8057443630  0.1148825503 -0.3220763872
#> [2371]  0.2112831806  1.1835200313  0.0132360930  0.2825939969  0.5558961367
#> [2376] -1.5529850792  1.3596261203 -0.0899086518 -1.0383900754  0.1395118945
#> [2381] -0.6640084780  1.2598503028 -1.1585504982  1.1332194943 -0.1743538899
#> [2386] -2.7696351747  0.3566231729  0.1310389399 -0.4548258338 -0.7954034664
#> [2391] -0.4923821797 -0.0008903619  1.0004794244  0.9495818458  1.4420187201
#> [2396]  0.5152668127 -0.5179260619 -0.8557842501 -1.1875368199 -1.5554635041
#> [2401] -1.1917737818  0.1538011036  0.6629883464  0.8129641524 -0.9285456086
#> [2406]  0.2329203080 -1.9548613454  0.4983399920 -0.0167829990  0.6606615545
#> [2411] -0.8004696092 -2.2391103853  1.0060337929  0.9619972582  0.8708240741
#> [2416] -1.1084082117 -0.0102903744  1.4212273879 -0.1173382063  1.7158159451
#> [2421]  0.6893118523 -0.1718566076  0.4782661254  1.9376139368 -0.8107520760
#> [2426] -1.5109816196  0.8878568967 -0.8056561674  0.9325455211 -0.7175596741
#> [2431] -1.4466165591  0.6694422587 -0.2533096244  0.2921686991  1.3015415995
#> [2436]  0.1682875465 -2.2069116015 -0.0829695581 -0.6638887000  1.3745485798
#> [2441] -0.3449779477 -2.3241176339  1.4709915793 -1.5275863229 -1.2289393879
#> [2446]  0.1542248248  1.7595747701 -1.9950902720  0.8073519229 -0.1397343809
#> [2451]  0.1911590219 -1.4032480169 -0.9521191533  0.8178057769 -0.3778603964
#> [2456]  1.4202147598 -0.0634893486 -2.0833718783  0.5229957127 -1.2964733029
#> [2461] -0.7063454025 -0.9490119139 -0.2897012715  0.2859888226 -0.3390197976
#> [2466] -0.4994396428 -0.1626128681  1.2746340501 -0.9361064480 -0.1024476316
#> [2471] -1.5507591164  1.2401678188 -0.0379595424 -0.0378072649  1.1522581854
#> [2476]  1.1210642119 -0.3189325445 -0.1546543422  0.4431996777  0.8095675078
#> [2481] -1.5052724528  0.1016964430  0.2386790386  0.0764257033  1.5197501973
#> [2486] -1.8321228119  0.2657742362 -0.5156826703 -0.7088185779 -0.7417736159
#> [2491]  1.5558622647  1.0589315157 -1.1406718228  1.1108489740  0.9415340576
#> [2496]  1.1998025662 -0.4318189681 -0.2483783266  0.0986871723 -1.4626720370
#> 
#> $`b[2]`
#>    [1]  1.4147234168  0.5614961545  1.5829197670 -0.5085032977  0.1950519518
#>    [6] -0.8169991595  0.7193257979  0.9302585051  1.2518204136 -1.4387175399
#>   [11] -0.9434456812 -0.3097076950 -0.0296374875  0.2851892813  0.7429061706
#>   [16]  0.7985523566 -1.1494250507 -0.9927118398 -0.7957398318 -0.7667163295
#>   [21]  0.8345997919 -0.9502573950 -0.8585496251 -0.0021122133  2.4704323001
#>   [26]  0.1262738378 -1.2465383744 -0.9230745773 -1.8467721822  0.1249226745
#>   [31]  0.8396014980 -0.5490965803  2.0074095727 -1.1353092568 -1.7138695287
#>   [36] -0.8583348701 -1.6411859752 -0.1419023383 -1.5639215287  0.8341944926
#>   [41] -0.5746444074 -0.1546088828 -0.3066633792  2.0683796208  1.1953981875
#>   [46] -1.3792092218  0.5864329252  0.3645310374  2.1593831003  1.5368848457
#>   [51]  0.3551745980  0.4121489835  0.6825253355  1.4209067857  0.6343784836
#>   [56]  0.2533214033  0.4186770251 -1.2751537245  0.3720462623 -0.5842605262
#>   [61] -0.4821755435  0.1687807321  2.4074223969  0.1177873626 -0.2305268362
#>   [66]  1.5061528468 -0.1628701339  0.2992132463  2.6333242781  0.2883375559
#>   [71]  0.3018419596 -0.5931398938 -0.4623397233 -1.2044904276  0.6292081152
#>   [76] -1.9986442710  0.3480382162 -0.1812443011 -0.3868925801 -0.6738753095
#>   [81]  0.0170760530  1.0044122621  0.1285805323  1.2723474236  1.2560058899
#>   [86] -1.3397969846 -0.2762455037 -1.5643526091  1.2581554537  0.2729525950
#>   [91] -0.8104709399  1.0469111851  1.0292883654  0.3550993464 -0.3727893538
#>   [96] -0.0159669345  0.1338424628  0.1692102977 -0.9749499603 -0.0303495077
#>  [101]  0.7119665857 -0.9064354155 -1.8545244424 -0.0557398401  0.2640762495
#>  [106] -0.0076138868 -0.2024398919 -0.4687259531 -0.4951789275 -1.4632020676
#>  [111]  2.2415903071 -1.1515334569 -1.2352855595 -1.2812722072  0.0117672397
#>  [116]  0.2398790015 -0.8006793591 -0.6329963867 -1.6707778688  0.4478265884
#>  [121] -1.2140511402 -1.7945539581  0.5489110533 -0.4589944041  1.2852535320
#>  [126]  0.0335888012 -0.7916854238 -0.9129218218 -0.2341685559  1.2694125469
#>  [131]  0.8696976100  0.6140190222  0.5944302725 -0.7991004164 -0.9822481419
#>  [136]  0.7248048621 -1.3476439185  1.4241431122 -1.0949870368  0.1379513121
#>  [141]  0.0078634364  0.7181404221  1.1032456373 -1.5420366032 -0.2185438551
#>  [146]  0.3231391044 -1.1539431619  1.4765482997 -1.0838091402  0.8680585542
#>  [151] -0.4803584865 -0.2637069755 -0.1621533319 -0.2492412172 -0.8983558007
#>  [156] -0.1179513145  0.9526917953 -1.1393393299 -0.4241735014 -0.4285924356
#>  [161] -0.4649676604 -1.7987967778  0.4241286667 -1.3204706954  1.4843261326
#>  [166]  0.2531504025  0.1421181829  0.1759799238  0.8228259057 -1.5096832513
#>  [171]  0.0287023927  0.3492032734  0.9987013949 -0.1969248469  2.0611670664
#>  [176]  1.1819745482  0.5369776483  1.5337339160 -0.8851521847  1.5185873731
#>  [181]  0.9223902371  0.0290342541 -0.4270004932  0.9614274366 -1.3219163419
#>  [186]  2.0611704655 -0.9394930569 -0.4000304113  0.7562899708  0.0666716958
#>  [191]  0.0232065112  1.3499188390 -1.9929754372  0.0555729863  1.0957718188
#>  [196] -0.5005880289  0.4637512740  0.5311650269 -0.4048306868 -0.0198065865
#>  [201] -1.4101071449  0.6404996457  0.0838588111  1.4794931799  0.4547608907
#>  [206] -1.0588118124 -1.9580368069 -1.3534485964  0.1762918603 -0.3062121802
#>  [211] -0.8394558977 -0.7598508133 -1.1279949411 -0.1356103937 -0.6182867582
#>  [216]  0.3450648917  0.3582909558  0.3276573642  0.0163125173 -0.8270478293
#>  [221] -0.9532230961  0.4271423168  0.8225089796  0.7455161439 -0.1183262933
#>  [226]  0.1084637548 -0.0976754860 -1.3874129671  1.6449963594 -0.2342115309
#>  [231]  0.0052112211 -0.4029917578 -0.1365729228  0.8384997378  0.4726855793
#>  [236] -0.3213955906  1.5980658167  1.2446870440  1.4907613145 -1.6673057493
#>  [241]  0.4578433563 -0.6943320698  0.1268505562  0.7812760954 -0.7669828061
#>  [246] -1.4499964865  1.4267349913  0.3379179045  0.6876079159 -0.7413189375
#>  [251]  1.3400319046  0.4230326481 -0.5099727084  0.7421161478  0.5738452065
#>  [256]  0.9260113670 -2.3352531753 -1.1438941059  0.5721143376  1.0080049831
#>  [261] -2.5263524070  0.0219719418  0.6251879752 -0.1138324504 -0.4078558172
#>  [266]  0.7222672831  0.0987044381 -1.8415940936  0.5242596322 -0.7276991014
#>  [271]  0.9801627621  2.5191145401 -0.1083515191  1.9204155658 -1.3906940909
#>  [276] -0.8130854467  1.1299056440  0.5011934461  0.4637444165 -2.9813777769
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#> [1121] -0.6105866105  0.8966337392 -0.0053152531 -1.7382023501 -0.7594126228
#> [1126] -3.0019365347  1.1142851548  0.3600153624 -1.2269203244 -0.6856720684
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#> [1141]  0.0321193664  0.3787626431  0.9511683034 -0.5385188682 -0.6084951539
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#> [1161] -1.3120487325  0.2134789365 -1.4322965206  0.5373119222 -1.0776589913
#> [1166] -0.3609102317 -0.7353730105  0.8672742846  0.4151029037  1.5697230554
#> [1171] -1.9439215633  1.5720982238 -0.1846681978  0.0799775792  0.7139787708
#> [1176]  0.8451033489  3.1113958457 -0.1113778456 -0.9069861049 -0.1629804197
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#> [1751]  0.5893813924  0.0794239716  1.4638148106  1.2134350808 -0.2572589429
#> [1756]  1.7615154525  3.2703095622 -0.3601086785  0.8340741061  0.3953989740
#> [1761] -1.2573307514  0.9535572618  1.3838921975  0.6682272993  2.9393838113
#> [1766] -0.7754275438  2.6670612736 -0.3475813111  1.6498557845  1.0326765398
#> [1771]  0.4433190736 -1.0625031345  0.3726220050  0.9186426286 -0.5991595913
#> [1776] -0.7940790464  0.5327755430  0.4450117829  0.9412603565  0.3357423571
#> [1781] -1.4851117945  0.5357765584  1.8923004129 -1.6123798388  1.0224370816
#> [1786] -0.6793778192  0.4686546748 -0.1149484310 -1.4869486496  0.1711636828
#> [1791]  0.4222244901 -0.0991820407  0.2074998297 -0.4640319579 -0.3301492684
#> [1796]  0.7241245823 -1.3964003713 -0.9941999887 -1.6210742819 -1.3149163881
#> [1801] -1.3916490919  0.7634857001 -1.2517257026  0.1395073233 -1.0482254951
#> [1806] -2.8675364830  0.4914357956 -0.3751667872  1.2518089315  0.5910729053
#> [1811]  0.6574831982 -1.1681701844  3.5052270857  0.1140137614 -0.5938966013
#> [1816]  2.6241640072  0.6129213237  0.7055071738  1.2240688079  0.5770086473
#> [1821]  0.0471777061 -0.1241708389  1.4528148126  1.3556817255 -0.3261749677
#> [1826]  1.4663637249 -0.2831450915 -0.1075730549  0.0718940568 -0.0603032517
#> [1831]  0.9718303085  0.2178738666 -0.6731011315  0.4183928344 -1.0538447647
#> [1836] -0.2934478709 -0.1047488251 -0.1718709958  0.0502990833 -0.0705251384
#> [1841] -0.0638656719 -0.7051225950 -0.5628889619  1.9621637363 -0.1219088822
#> [1846] -1.1623118198  0.6998494051 -1.3145343553 -0.9063301053  1.8973640481
#> [1851]  0.5814450615  1.8828411143  0.9785641740 -0.6824195545  0.5759393856
#> [1856]  0.3223553265 -1.7309165998 -1.7257030255  0.4343922339 -1.5489579148
#> [1861]  1.0945037806 -0.4841055357  0.2733222143  0.3453601326 -0.7702558935
#> [1866]  0.2052940465 -0.9341467667 -0.4237265474 -1.0493032378 -2.0042327588
#> [1871]  0.1909199413  1.0917958605 -0.4234674227  1.2010444963 -0.0692413037
#> [1876]  0.6734105698 -0.0901288406  1.1476571694 -0.2494803424  1.3739962312
#> [1881]  0.6193589078 -1.0211526631 -0.0277001241 -1.0308987004  1.5584259125
#> [1886] -0.4974120357 -0.4862032666 -0.3849702501 -0.1285913837 -1.2807140844
#> [1891] -0.3686298529  1.6811627968  0.1475530313  0.5290096322  1.0989202113
#> [1896]  0.6040580754  1.0784515747  2.3262431626 -1.6022482968  0.1436727136
#> [1901]  0.5758974142 -1.2291114624  1.2629023070  0.4528446603  0.4381490079
#> [1906] -1.2941417246 -0.7733083182  0.1658131099 -0.4296841500  0.7391234374
#> [1911] -0.3413350599  1.4535263831  0.7365378175  0.3587208541  0.7486369373
#> [1916]  0.6857831213 -0.1028849175 -0.0006136108  0.3604168268  0.2762763642
#> [1921] -0.3697126034  1.5166774489  0.6262430322  1.6710709350  0.2156646628
#> [1926] -0.5398778852 -0.2466169011 -0.3958764190 -0.6209137471 -0.2902453092
#> [1931]  1.3810826782  0.3847908168  0.9410942290 -0.5516193807 -0.8837456685
#> [1936]  1.8229335449 -1.2610831627 -0.0996971673 -2.1129687369  0.1780796502
#> [1941]  0.0339789089 -0.5977502471 -0.8652636108  0.7091991625 -2.3277329736
#> [1946] -0.5179284534  1.4180652848 -0.6255394439 -0.4675688138  0.3182387847
#> [1951] -0.7573286622 -0.6041072201 -0.1142132683 -0.0225140318  0.1415365140
#> [1956]  1.4587280077 -1.8016330581 -0.9708956847 -0.9776671363  2.3386653468
#> [1961] -0.2432862352  0.1773255467  0.2136284043 -0.2331340107  0.3727365181
#> [1966]  1.8328353590 -1.2432593345  0.7629100012 -0.0200449572 -0.7120727052
#> [1971] -0.9104305331  0.7665022756 -0.6393774118 -0.2703495396  1.0996412568
#> [1976]  0.6284023240 -0.8835015257  1.1219354409  0.9460088501  1.4586117111
#> [1981] -0.9225744579 -0.1027503440  1.0729833376  1.7194625988  1.6312019128
#> [1986] -0.0574215081  0.5958747781 -0.1086834436  0.2600012783 -0.7181108456
#> [1991] -2.4616836437  0.5394503608 -0.4129260512  0.5425042881  2.3802053175
#> [1996]  0.3477347258 -1.4527873873 -0.8784804907 -1.4880549817  0.1316474342
#> [2001] -1.4205201596  1.6060875487 -1.0657729047 -0.2332973960  0.0400924738
#> [2006]  0.8008602528 -0.9046657087 -0.3537984674 -1.2509203022  0.1291541707
#> [2011]  0.5504603664  0.0213024152  1.7102577414  0.3455034644  0.8004840267
#> [2016]  1.4351719307  0.5351802427 -1.1595581570  0.4489087339  0.3720146980
#> [2021]  0.6820269396 -0.0190608802 -0.5020904684 -0.2809284079 -0.4286720251
#> [2026] -1.7232978073  0.0246262699 -1.3078252777 -0.0447521523  2.9803178720
#> [2031] -0.9606269536 -0.2250781511 -0.9896941385  0.0560087177  0.1803997678
#> [2036] -1.1219494943  0.9048581728  2.4512514022 -0.3608512752  0.6710101856
#> [2041]  0.1201333091 -0.9589877820 -0.3421247347  0.4284927461  0.7700496313
#> [2046]  0.3902418097 -0.8444364215  0.5562373287 -1.9472369953 -0.8754280246
#> [2051] -0.8716016645 -0.3017771103 -0.0975389182 -1.4991236587 -1.6735132710
#> [2056]  0.3870786549 -0.2723832001  0.0229611800 -0.1848670626  0.6591101942
#> [2061]  0.1578184627 -0.2855038720  0.7288065512  0.5539959558 -1.4814624604
#> [2066]  0.2482621159  0.1619691570 -0.5501675355  0.3633166831  0.1895137828
#> [2071] -0.0046689679  0.8034817616  1.1768958494 -0.7092331527  1.0556194450
#> [2076] -0.9629123661  0.3461495303  0.3116522705 -0.9045235601 -1.0237576511
#> [2081] -0.8277558500  0.7624133260  0.2220049553  0.7303123922 -2.0658633488
#> [2086]  1.3141091692  1.3349825849  0.8244366025 -0.7739369380  0.0753165006
#> [2091] -0.3199517207 -1.0636133060  0.5843042946 -1.3781083000  1.6639784091
#> [2096] -0.4317232823 -1.2420677987 -1.7501672923 -0.5676432945  0.9773368550
#> [2101] -0.4166555775  0.6458789552 -0.0116348585  0.4611552543 -0.1682193680
#> [2106]  1.2496778319  0.7180268185 -1.2805580596 -0.2504952667  1.1978287513
#> [2111]  0.0469871967  1.7248353913  0.5078010346 -0.0122224253 -0.5494396788
#> [2116]  0.5721416208  0.7264110298 -0.9447962802 -0.4759616378  1.0859384880
#> [2121] -1.2037288425  1.0230771202 -2.1475255355 -0.6078160253  0.1306797106
#> [2126] -0.0466864313  2.4098473645  0.4064433521  0.6326363323  0.0273290560
#> [2131]  1.1033349150 -1.6833208427  1.1042473271 -2.7596991718 -0.8879286090
#> [2136]  0.2606158253  0.4378210689 -1.3572401434 -1.3576061672 -0.3057999885
#> [2141] -0.4235684671 -0.1145929948  2.6613184164 -0.4093337841 -0.3766086476
#> [2146] -0.2689784751  0.2830993310  0.0059213498  0.0434375839  0.5984882761
#> [2151] -0.8417768633 -1.6180129667  1.6243425002 -0.7243382196 -1.1387820298
#> [2156]  1.2556881914 -0.1098640313 -0.1570902581  1.8294707086  1.3755159550
#> [2161] -0.8108225737  2.4712632576  0.1243302654  0.6635314790 -1.2421626966
#> [2166] -0.5702306837 -0.5374531280 -0.1339081083 -0.0186551820  1.6698167966
#> [2171]  0.2269937493 -0.2065362298  0.1735755554  0.6838545847 -0.6235284625
#> [2176] -1.4579097882 -0.0373926604  1.0926622507 -0.0655514806 -0.4832742808
#> [2181] -0.5695576228 -1.0669933491 -2.5708578110  1.3989193914 -0.2563916060
#> [2186] -0.2561118222  0.9931879452 -0.9320645413  0.8165349219 -0.8287438498
#> [2191]  1.2877870982 -0.0435202194  0.9450128940 -1.0614667833 -1.6607763266
#> [2196] -0.8059408990 -0.7360484230  1.0570084514 -0.6846406993 -0.8729547365
#> [2201] -1.1709037430 -1.0581282825  0.9413062790 -1.0940223465 -0.5698525890
#> [2206] -1.7906026185 -0.2572794144 -1.4073393186 -1.3484864401  1.0650944437
#> [2211] -1.3650349601  1.1134231616  3.3515972692  2.3328514309 -0.4346195365
#> [2216]  0.6633745689 -0.4851564025 -0.7394888341 -0.4131278407  0.1652768059
#> [2221]  0.0940831453 -0.6463579230 -1.6586959581 -1.7981291641 -1.0023904979
#> [2226] -0.4276000471  0.9186846586 -0.0330919348 -0.6134044253 -0.0409492757
#> [2231] -0.3912572628  0.0366378302  0.7016495558 -1.7165331377  0.7788006335
#> [2236]  1.1101589067  0.7602015065 -0.5676763154  0.1395535106 -1.0785193046
#> [2241] -1.1327106501 -0.9399460277 -1.6764534689  0.5330511837 -0.8107297271
#> [2246]  1.1058725463 -0.0301082635 -0.4245349625  0.7853958873  0.8931193154
#> [2251] -0.2179682297 -0.2704899987  1.4536775609 -1.6697880143 -0.1379362733
#> [2256]  0.2218389341 -0.7365399846  0.0437702064 -0.1469502523 -0.1458054806
#> [2261] -0.4159268296  0.7278317189  0.1712043393 -0.6987716249 -0.7754902531
#> [2266] -1.1814374987 -0.3003806634 -0.4581039047  0.3147414672 -0.8217655129
#> [2271]  1.5071523312 -1.1897199072 -0.8837160928 -0.3774686843 -0.4369815736
#> [2276] -2.0702205963 -0.3062775880 -1.1567718212 -1.3143868556 -0.0158878286
#> [2281]  2.4164384940  1.5335510362 -1.4655139429 -0.9145356690  0.5038080014
#> [2286] -2.3856216653  1.0251266120  1.9505659310 -1.3422105843  0.6512931919
#> [2291]  1.5166707912 -0.4422481544 -1.3255774436  0.8872958155 -0.7473899818
#> [2296] -0.2906180869  1.1898046459 -0.9005548329 -0.3095524965  0.2251531881
#> [2301]  0.5037060741  0.1333970284 -1.0517196650 -1.2544793433 -0.6948925458
#> [2306]  0.6742237064  0.1453538654  0.7019278635 -2.5183396962 -1.0440097002
#> [2311] -0.1452520742  0.0912152256 -0.5787395163 -1.7803812970  0.1563651405
#> [2316]  0.0237598123 -1.3052422852  0.9806427895  0.9084239059 -0.3774062650
#> [2321] -0.1606626181 -0.9914295810  0.1876471308 -0.9168760687  0.4767914779
#> [2326] -2.7207060858  1.9736690616 -0.8935441294  0.4689148288 -1.0907695787
#> [2331]  0.2903863511 -2.5783737330  1.1528040127  0.5582623191  0.9959093060
#> [2336]  0.1771965909  1.2880227613 -1.1923331433  0.3781917311  0.3117551420
#> [2341]  0.4168601299 -0.1655453249  0.4499342514  0.8684345292 -1.4351093944
#> [2346] -0.8057658958  1.4425160003 -1.2084260160  0.4030467507  1.2780006668
#> [2351] -0.6249838229  0.1614143130  2.1576247328 -0.5258414625 -0.2356058029
#> [2356] -2.4868812983 -0.1598866929 -0.2283597940 -0.3845514266 -1.7319757171
#> [2361] -0.0262744259  1.2898164721  0.3735932961  0.7631839721  0.4299815724
#> [2366] -0.5767382436 -0.3075504804  0.0810800098 -1.0276961788  0.2186823402
#> [2371]  0.8516941965  0.3451606287 -0.4192827925  0.0261455774 -1.4015066922
#> [2376]  1.1912847978  0.6253917294 -0.6375822542  1.1528299726  0.6911878420
#> [2381]  0.3165487728  0.3402882223  0.4419889587 -0.3719234821  0.3157304740
#> [2386] -0.4037514075  0.4438687278  0.4547548507 -1.2303769598  0.1039060967
#> [2391] -1.2225576089 -1.1282415175 -1.0797384714 -1.5673050856  0.7682154069
#> [2396]  1.0127771670  0.0484617199 -0.1230809298  0.5437638279 -1.2890366894
#> [2401]  0.8481285854  0.0192136057 -1.4049455887 -0.3531360858  0.2370405498
#> [2406] -0.3014105656 -1.2718755633  2.2475013972  1.6064038616  0.4383682108
#> [2411]  0.2521459542 -0.4002884109  1.1511918044  0.0359833722  0.1841376718
#> [2416]  0.4297341200  0.0803197164 -0.0927125729  0.8141054517 -0.6124588903
#> [2421]  0.1584456040 -1.9909860427  0.2560998119  1.2437532553  1.1449975458
#> [2426] -2.2836284388  1.0185890138 -0.8285827776 -1.0582374383  1.0327332238
#> [2431] -0.0734634177 -1.6244546714 -0.4626027215  1.3863675143 -0.6061285336
#> [2436] -1.9615869027  1.0350587367 -0.3106925486  0.1312869406  0.0247727157
#> [2441] -0.6421822415  1.2076929250  0.1790999415  0.0594988810 -1.8203729060
#> [2446]  0.1196313723 -1.2888348557  1.2227876417 -1.1157894704  1.4779325681
#> [2451] -1.0244725281  1.3432403003 -0.5355054162  0.6601213109 -1.1127260254
#> [2456] -0.8070849467 -1.3518248960 -0.0249385599 -0.7502482585 -0.4957023571
#> [2461] -0.3026960314 -1.0501434294 -1.3887035125 -0.9460839507  2.1104406806
#> [2466] -0.5737206732 -0.9094030785 -1.2173640958  0.1124377300  0.8091387822
#> [2471]  0.0275926712  0.8949933804 -0.4697887190 -0.1776888823  0.3084548671
#> [2476]  0.0498872345  0.4549842902  0.7120624114  0.2888272210  0.0451859565
#> [2481] -0.1819764753  1.1804124403  0.2603159369  1.9814943636 -1.9546977501
#> [2486] -0.4383456683 -1.2341457544  0.1433157863  0.4609625122 -0.3166745123
#> [2491] -0.5473648764 -0.2169455297  0.5518418896  1.3753466154 -0.4055839565
#> [2496] -0.8779120855  0.4092339024  0.5721956748  1.3027582591 -0.5363043617
#> 
#> $`b[3]`
#>    [1]  1.9254045724  0.5144663179  0.4304798608  0.4613017068 -0.5055146383
#>    [6] -0.1610902324 -0.1482664797 -2.0968704654 -0.8368850726  0.0381992449
#>   [11]  0.1178114105  0.2724723996  0.2941173738 -0.4577289393 -0.7318599697
#>   [16]  0.8019621453 -0.0744498737  0.0430927033 -0.5373863197  0.3346253876
#>   [21] -0.0073035178  0.0321615639 -0.5301409548  0.5631966653  1.4844044685
#>   [26] -1.2373315317 -1.3915478771  3.0771905263 -0.2508455636  0.8353728544
#>   [31] -0.6454473809 -0.5651763213  1.5135985013  2.2216424001  1.0364283082
#>   [36] -0.0090084084  0.8268652321 -0.3013014148  0.2855547637  1.9593978393
#>   [41]  1.8552616584  0.1074360413 -0.2101786427  0.3756580698  0.3210576891
#>   [46] -1.7299846862  0.9613951808 -1.2112970713 -0.0582968177 -1.6040173287
#>   [51]  0.4759001630  1.0740513905 -0.6633395266 -0.3142025772  0.0806810810
#>   [56]  0.4709070803 -1.4283584317  1.0647710369  1.6318476057  0.0991131485
#>   [61] -0.3584117341 -0.5112560880 -1.2981830457  2.1846490684  0.4888494741
#>   [66] -0.0318805297 -2.0143743157  0.2977961892 -0.9641223076 -0.3259123439
#>   [71] -0.6180925789  0.3324730213  1.0530319096 -0.1134645507  1.3638845532
#>   [76]  2.0285421250 -0.5479069831 -1.4425005686  0.2305477190 -0.4655406370
#>   [81] -0.9721879268 -0.6200544515  1.2499527595  0.8271855348  0.6043956218
#>   [86] -0.2303710632 -0.3117819941 -0.4670604961 -0.1594600005 -1.3503453371
#>   [91]  0.2353192790  1.0690285191  1.1859159217 -1.3266805316 -1.0433603047
#>   [96]  0.6318836385 -0.0786719078 -0.3804565770  1.7124728315 -1.0580536964
#>  [101] -1.9117687453  0.8452817177 -1.7801702493  1.0634027013 -1.0141654453
#>  [106]  0.9081501216  0.2707234011  0.4128647212  1.4270499154  1.2375352283
#>  [111]  1.3418617182  1.5967546192 -0.2852095692 -0.0313781235  2.2307085757
#>  [116]  1.6820644288  0.7783433990  0.5145271928  1.0697441866  0.1957143501
#>  [121] -0.5106488932 -0.2379371736  1.0290085040  1.3054107406  0.1984032750
#>  [126] -0.0423072588  0.1913991388 -0.0633879083  0.0986782834 -0.5828631389
#>  [131]  0.0375585472  0.6735201131  0.1423603955  0.5223448618  0.5045924681
#>  [136] -0.9958066491  1.1103791839 -0.8026808295  1.6860283128 -1.0351372128
#>  [141] -1.4477678806  0.2732566458 -0.4375088929  0.1114568783  0.4647745178
#>  [146] -0.2655946628  1.0851666884  1.0654855093  0.8392712457 -0.9040670839
#>  [151] -0.6747691767 -0.1157118873  0.1484139614 -0.6076963487  1.2644388962
#>  [156]  0.0124361831 -0.1717058952 -1.9150093348 -1.4393873054  0.9801746495
#>  [161]  1.4209973289  0.9867711928  1.3480787657 -0.3597339357  1.9566290171
#>  [166] -0.3538974217 -1.2837677447  1.7033866560  1.2660947621  0.0037224054
#>  [171] -0.5549350254 -0.1351752984  0.6654482819  1.3587099892 -0.6294451480
#>  [176]  0.5185434402  0.6130037222 -0.5386202425  1.0144682741 -0.0562420926
#>  [181]  0.9020742105 -2.1543231109  0.5734861014 -2.6802388504  0.9181315827
#>  [186]  0.5310958965  0.5969514702  0.1065789748 -0.2896814987 -1.3398236684
#>  [191]  1.9065438224  0.5992794528 -0.2496113766 -0.8462662324 -2.0020523300
#>  [196]  0.5600325500 -0.2115248486  0.9930105051 -0.3729869177  0.7169683346
#>  [201]  0.7685746949 -0.3565521179 -0.2406700678  0.1948690989  0.4405138646
#>  [206] -0.8736867340 -1.3543042875 -0.5937397078  0.1977461896  1.2336882709
#>  [211] -0.9364306146 -0.2749725981  2.5442526816 -0.5899954325  2.3361823397
#>  [216]  1.2213773712  0.2402555545  0.9227204040 -0.4304391789 -0.6785589508
#>  [221]  0.3395195859 -0.4566932827  0.5666865564 -0.2080254947  0.3968780485
#>  [226]  1.3620498649 -1.4253871241  1.7605621963 -1.3939292462  1.6595927436
#>  [231] -1.8493162429 -0.9851332025 -0.4452803649 -1.0263752840 -0.2533977258
#>  [236] -1.1044390468 -0.7272722272 -0.1594317453 -0.9384111988 -0.5638219064
#>  [241] -1.1453483825  0.6474034525  1.0516642604 -0.1669510132  0.0531440979
#>  [246]  0.9576634103 -0.8780228049  1.8874958751  1.7322680575  0.2060291838
#>  [251] -1.0724895116 -1.8997059291  0.4899557452 -0.2158147940 -0.0654387104
#>  [256] -0.3577117321  0.7859663542  1.6130194336 -0.8062866901 -0.3340290136
#>  [261] -0.8188545125  0.0506044991  0.3688420911 -0.1421932899 -0.4566138939
#>  [266] -2.1162301348 -1.6395573248 -0.8225116704  0.5926670566  0.9723789724
#>  [271]  2.1843629802  0.2552926982 -0.7999924796  1.6207609923 -0.0801110761
#>  [276]  0.4812482401 -0.8599887305 -0.2192128990  0.6346985974  0.7353101958
#>  [281]  1.3119301738 -1.3761296043  1.4152748249 -0.4271009015  0.8528937627
#>  [286] -0.2592031682  1.3641366245  0.4333105548  0.3616894591 -0.3082010422
#>  [291]  0.6637269280  0.6129228984  0.6090317033 -0.0605159408 -0.6957853847
#>  [296]  1.2691759048 -0.8224842223  0.5801004942 -0.7729052133 -2.3977383667
#>  [301] -0.3693312946  0.5197275186 -0.4156861146 -0.3068991395  0.0148276192
#>  [306] -0.2549895932 -0.3605073744  1.4524657960 -2.6681699872 -0.0709592918
#>  [311] -1.6059141158 -2.2427303741  0.2089141123  0.5301212612 -0.9511553572
#>  [316] -2.8911822032 -0.9889564056  0.7709719291  0.8989232734 -1.3198018957
#>  [321]  1.4911562104 -1.1532321646  0.3965536736  1.1524012689 -0.2467873238
#>  [326] -0.2277091566 -0.7326032467  0.9230229557 -0.2117840439 -0.1503808464
#>  [331]  1.4358997301  2.0643219781  0.1759404244  1.3375052861  0.2433199396
#>  [336] -0.7598965668 -0.1309422475  0.6562537031 -1.8923625966 -2.3713409765
#>  [341]  0.9945445490 -0.4594701928  1.3386865824  0.0056479241 -0.3835619244
#>  [346] -1.0895445081  1.1710486215 -1.4308243858  0.9228209201 -0.2525875714
#>  [351] -1.1456008176  1.2120332263 -1.4439042754  0.6728058717  0.6416837778
#>  [356] -0.9750961204 -0.6019095234  0.0756695902 -0.5885356041  0.5561574025
#>  [361] -1.2197809169 -0.3540148907 -0.0440946247  0.0534515933  1.3303996890
#>  [366] -0.1002292771 -0.4542982581 -0.9730233408  0.3575649506 -0.1163349667
#>  [371] -0.8074092793  0.4898015709  0.3350065609  0.7314903834 -0.4513344417
#>  [376]  0.3811167769  1.3015161031 -1.2805271515  0.0849256142  0.4863442373
#>  [381]  0.1948819831 -0.4798975861 -0.2817265253  0.1129199628 -0.4295911261
#>  [386] -0.1072297544  0.3262449990 -0.7100826787 -0.8527429133 -0.2533578861
#>  [391] -0.5760108310 -1.2217520910  0.1181535010 -1.8672623920 -1.0945365616
#>  [396] -0.2365697242 -1.5438404699 -1.5844187908 -0.3021301813 -0.0296503239
#>  [401]  0.6485095861 -0.0291754373 -0.3138833216 -0.5185166133  1.4236301089
#>  [406]  0.4252509785  0.6708576149  0.0859099646 -0.7494487437  0.7078216271
#>  [411]  0.3643321609 -0.0292145901 -0.3992009281 -0.3683622520 -0.3641921810
#>  [416]  0.2082822703 -0.9101425092  0.0223395800 -0.2905638729  0.4478430553
#>  [421]  0.2175055084  0.3783133273  0.2018090765 -0.2416510372 -0.9235755069
#>  [426]  0.6679700671  0.3395262399  1.3279463276 -1.1661013361  0.2483084615
#>  [431] -0.4232983768  1.0855890208 -0.5221393981  1.6376927967  0.9653104961
#>  [436] -0.6191184216  1.4312631230 -0.2303021012  0.0817230399  1.5094036440
#>  [441] -0.0801751267 -0.0574801360 -1.1935062167  0.2786946246 -0.1131409588
#>  [446]  1.7368615106  0.4599185171  0.1170442665 -0.1459808827  1.1066676028
#>  [451]  0.5591354864  1.5090097755 -1.1030095110 -1.0801217398  1.5490954553
#>  [456]  0.3494567719 -1.0789974325 -0.6212377351  1.4958196052  1.2356361808
#>  [461]  0.9878832354  1.8611044243 -1.1757827475 -0.7058031926  0.9245538773
#>  [466] -2.3512658455 -0.0134775540  1.4867731163  3.2539036218 -0.1051618089
#>  [471]  0.1895863218  0.7181297735 -0.6996906093  0.7348730055 -1.2087801942
#>  [476] -0.7889773271  0.4638286298 -0.4507308548  0.3084483263 -0.7123235414
#>  [481]  1.1384517040  0.8833229438 -1.4095448172  0.4403256390 -0.1963450654
#>  [486] -0.4372529558 -0.8786333542  0.2543300689  0.0112174790  0.1443961321
#>  [491]  0.4149846176  0.3701945538 -0.5479463351 -0.3593899369  0.5677946294
#>  [496] -0.1167665398 -0.6317947384  0.3768302272 -0.6139124327  0.2544801279
#>  [501] -2.3273307955  0.3988250225  1.6110282265  0.4963079928  0.8509232985
#>  [506] -2.1685268426 -1.2887530204  1.3086728890 -0.7111626812  0.9685273429
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#> [1251]  1.1537501314  0.9862074899  0.6371056037  0.8409454648 -0.3557712207
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#> [1281]  1.6026078369  0.2874734849  0.6294753830 -0.6722779858 -1.1869202415
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#> [1316]  1.6812297763  1.0523972562  0.5180434657 -0.5326955786 -1.5738437894
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#> [1331] -1.7488611936 -1.1489298017  0.2674774055 -0.2847483698 -0.4778785550
#> [1336]  0.3314852891  1.8485335083 -0.8592790001  0.6577166437  0.0782853903
#> [1341]  0.5639470908 -0.8294322264 -1.4375721543 -0.8665578102  0.3119778690
#> [1346]  2.3125967603  0.6291364485 -0.5841838427 -1.5326250168 -1.1244461386
#> [1351] -0.7690036357  1.0681666969 -1.4246052284  0.7661472467  0.1972276616
#> [1356]  0.6035512510  1.5539402674  0.4376738738  0.0261402245 -0.9976976853
#> [1361] -0.3677433113  0.6834962851  0.4397818664 -0.1303162361 -0.5119391040
#> [1366]  1.7622082648 -0.1876377653  0.6364095772  0.3032779383 -0.9458446027
#> [1371] -0.6995146547 -0.3063060340 -0.0801441242  0.6629619140  1.3875783447
#> [1376]  1.0009052532  1.6490298033  1.0328513044  1.0476305498 -2.0549103761
#> [1381] -0.1153206222 -0.2041903676  0.2570618723 -0.9507589683  0.9162698999
#> [1386] -0.5362938574 -0.2964119043  1.3413904390 -0.1881931592 -0.3642661907
#> [1391]  1.1133671346 -0.1953404676  1.0342585712 -2.2732047301  1.0300756857
#> [1396]  1.0131027555  0.2320330015 -0.0129660855  0.1260825126 -1.0233217117
#> [1401] -1.0554127332  1.2980363538  0.2017262890 -2.5562254288 -1.2171316527
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#> [1806] -1.5820572419  0.4140426650 -0.5060231164  1.0949715102  0.3993611153
#> [1811]  1.1052590940  1.1996864991 -0.8411279465 -0.2662300903  0.2433892549
#> [1816] -0.4990684778  0.2486891777 -0.9950072856  1.9307635788  0.3769138791
#> [1821] -0.2844774532 -0.3035786105 -0.0683099662  1.4854865006  1.1336365376
#> [1826]  1.4641981281  0.7285287662  0.5231428889  1.2422867915  0.0928549450
#> [1831]  1.0936420807  1.4422785404  0.4430643723 -1.0501901042 -0.0803250111
#> [1836]  0.0450214390 -0.4603370327 -1.0915204744  0.6309894120 -0.6524213024
#> [1841] -0.7534059655  0.0860352122  0.2599766058 -0.7783059295 -0.6807070872
#> [1846]  0.8264512551  1.8110409497  0.0219008205 -1.7878227703  0.4642828597
#> [1851] -0.0434955123  1.5137878270  0.1567850308 -0.3472127139  2.4167565710
#> [1856] -0.5540271903  0.8100586642  0.8947043184  0.1589765015  0.3827368003
#> [1861]  0.1751399401  0.3872950806  1.2247241730 -0.5070534567  0.3473195566
#> [1866]  0.7989982114 -1.1005822844 -1.3506868028  0.7764934605 -0.9416826574
#> [1871]  1.1246316841  0.1341279186 -0.1628518212 -0.8489798871 -0.7149896215
#> [1876]  2.2282874943 -0.3823309344  0.8330954211  1.3230223659 -0.0242232547
#> [1881] -1.9903520620 -0.6727011496  0.3433625108 -0.1258016310  0.2545364411
#> [1886] -1.2422057826  1.8350994317  1.1084514905 -1.0657192120 -1.6387022078
#> [1891] -0.2697314990  1.1482878200 -0.2217498831  0.2200712639  0.5353286782
#> [1896] -1.2284590031 -0.9404474659 -0.8179459683 -0.5492052903 -0.0469390418
#> [1901]  0.3231742062  0.7946469310 -1.6691855520 -0.4004766959  0.1415467785
#> [1906] -1.2576335989 -0.6070233686  1.2035972694 -0.6539009923 -0.6697391836
#> [1911] -0.4577172028 -0.0476863590  0.6784663026  1.0453718579 -0.1143285320
#> [1916] -0.4281330141  1.5839303996 -0.8239919365 -1.0683798469 -0.7941735721
#> [1921]  0.0722313204 -1.4975954246 -0.1822466822 -1.2924506508 -0.4418641038
#> [1926] -1.0542446566 -0.7316963354 -0.5951995846 -0.5915137733  1.5297957501
#> [1931]  0.2953996877  0.9328053680  0.2470973561  0.5541827416  1.1164653315
#> [1936] -1.5759558938  0.2770640113  1.0894364301  0.0873641509  1.1566900501
#> [1941] -0.3507069959 -1.0349889517  0.6958365817 -0.7084229984  0.6654874027
#> [1946] -0.9474755801 -1.1413713759  0.3214581484  0.4432322617 -1.2354493370
#> [1951] -0.9741118486 -2.6132990187  0.1627462184  1.9237904485 -2.0552365692
#> [1956] -1.4994307499  1.5579475568 -2.2215972631 -0.7855295194  0.5463322398
#> [1961] -0.8868434780  0.2669504027 -0.4294621234  0.1190906125 -0.2556147243
#> [1966]  1.7097303520 -2.1415845022  0.9608362149  0.8921372235 -0.5764944604
#> [1971] -0.3330206073  0.5690048695 -1.1677765421 -0.8687649420  0.2557760677
#> [1976]  0.7888196312  1.3640208747  0.5601177220  0.2793845706 -0.9170312926
#> [1981]  1.4608030206  1.4258525686  0.4516310723  0.6518601912  0.0712507480
#> [1986]  0.2202245935 -0.5348023812 -0.0066934633 -0.4917689342  0.0841570790
#> [1991]  1.9223988558  0.2632586695  0.7681967435  0.3941460560  2.0547041086
#> [1996] -1.4649441723 -1.5050951627 -0.3004563609  0.3225918771 -0.1097247477
#> [2001]  0.4563274388 -0.8090786498  0.9548979644  0.4907178617 -1.6065791778
#> [2006] -0.1067324336  0.0286991017 -0.6525108675 -0.1071523386  1.3388311722
#> [2011]  0.5961380850 -0.4155274540 -0.3973370733  1.7218201671 -0.6868751021
#> [2016]  0.5415330662  0.9544409773  0.4569450522 -0.6144142615 -0.5786083800
#> [2021] -0.2369202385  0.1602933643 -0.1253525018  1.4382581254  1.6713537427
#> [2026] -1.1308053459  0.5772448166  0.1642393728  0.6176614994  0.6874339183
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#> [2131] -0.7855853335 -0.3147928908 -1.5887094013  0.1035574653  0.1005419826
#> [2136] -0.9205983074 -0.7076618106 -0.0952319390  1.4137749823  0.3078468741
#> [2141]  1.6319557422 -1.2630498699 -0.0020557623  0.7099083624 -0.7109487993
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#> [2261] -1.4390850540  3.2018341342  1.3030126300  0.2748695103 -0.4510713237
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#> [2291]  0.1969799452 -0.7775089574 -0.5585595637 -0.4548882098  1.4970972713
#> [2296]  0.1145954054  0.6931583834  1.2462139315  0.7281175888  0.6628689260
#> [2301]  1.5724792198 -0.6457923176  0.9174749442  0.7370622700  1.0664571461
#> [2306]  1.9621520260  1.6337077611 -1.6271819012 -0.0386927223 -0.7136790965
#> [2311]  0.6929274774 -0.8814568647  0.8357044442 -1.6334186640 -0.8116077801
#> [2316]  0.6856549208  1.8222393776 -0.4694355325 -1.7331348409  0.7605323026
#> [2321]  0.1925462262  0.1456570748  1.1526449604 -0.1942294113 -0.0661397189
#> [2326] -0.7499827521  1.8376610186 -0.1919367717  0.3621843015  0.8773107056
#> [2331] -0.5413019868 -1.1231340553  0.8164033188 -0.9358360712  1.3748228405
#> [2336] -0.6513703082  0.6383352158  0.4272041785  0.9414353129 -1.6687397679
#> [2341] -0.8801888958  1.0057421176 -0.1451170048  1.1893289221 -0.6629744520
#> [2346]  0.4276237291 -0.6220741042 -0.5493995718 -0.7253618720 -0.2473400803
#> [2351]  0.5169003695  0.5550901923  0.3066731751 -0.0248654909 -0.0315614367
#> [2356]  0.5122505861  0.4077576390  0.4111437185 -2.1010190479  1.1252015823
#> [2361] -0.5488099836 -0.4206121082  0.3275117448 -0.6451210389 -0.3478082029
#> [2366] -1.4554977263 -1.7624091048  0.8090150227 -0.5688996947 -0.8757037378
#> [2371] -0.4448449808  1.7526269590  1.1410401829  2.0895189771  0.9701667226
#> [2376] -0.9488691444  1.6564181777 -0.9845098699  0.3212259274 -0.0526020362
#> [2381]  0.7617028353  0.8616230267 -0.9083251522  1.1645393362 -1.0183501746
#> [2386]  1.5300891362 -0.5517370147  1.8714559177  0.1275814287 -1.0102266424
#> [2391]  0.5011485496  0.6842241822  0.0199429690 -0.4145524802  0.4406111931
#> [2396] -0.6371659270  0.9455422923  0.0538877652  1.6928916390 -0.2867139816
#> [2401]  0.1172498150 -0.0461880337  0.3451450581  0.3270893693 -0.0303106887
#> [2406]  1.1806013931 -0.3257291426  0.1061045976  0.0522352279 -0.3783984116
#> [2411] -0.3416109238 -0.0151820185 -0.3374083751  0.8322353820  0.6256152228
#> [2416] -0.6385213216 -0.7975398439  0.2203204485  0.4766038707  0.2684589694
#> [2421]  0.5092070294 -0.9920848211 -0.6319868073 -1.1834312438  0.1708539718
#> [2426]  1.0902019559  0.9257173965  0.9495640868 -0.4725414294 -0.9360368531
#> [2431]  0.5501875133  0.7913118084  0.0804810171 -0.9184850375 -0.9456289878
#> [2436] -0.2776715840 -0.5962370330  0.7408098616 -0.3025498680  0.8152170598
#> [2441]  1.0698943455  0.4464618346 -1.1625472633  1.7874562177 -1.1073813779
#> [2446] -0.6827190374 -0.7742537912 -0.8200258150  0.1522067869  0.9370637037
#> [2451]  0.1682057754  0.0916822344  0.2121039896 -0.1462598246  0.4147309715
#> [2456]  0.6890119164 -1.4361345404 -1.2264298653  0.1039361050  0.3686194217
#> [2461]  0.0527427663  0.4321547435 -0.1200453600 -0.6861678843  1.4906431741
#> [2466]  0.3323609453 -0.1219116944  0.6001559160  1.0247094774 -0.5356069749
#> [2471] -0.0540219642  0.2422894020 -0.1882564128  0.1326654864  0.1386972308
#> [2476] -0.6025350273 -1.2532871300  0.2142926429 -1.1973526867 -0.2538336385
#> [2481]  1.6880368219 -0.4873824627 -1.1524453538 -1.6976555259  1.0158896407
#> [2486]  1.1183531666 -0.7520744969 -1.0277591846 -0.6919250449  0.1469557870
#> [2491] -0.0543130988  0.8938994965  1.1735808536 -2.5446704489  0.7352399486
#> [2496]  0.1998074906  0.6685976910  0.3899294028 -0.3931050541 -1.0941592340
#>