Fitted values for a dynamitefit object, i.e.,
\(E(y_t | newdata, \theta)\) where \(\theta\) contains all the
model parameters. See also
predict.dynamitefit() for multi-step predictions.
Usage
# S3 method for dynamitefit
fitted(
object,
newdata = NULL,
n_draws = NULL,
thin = 1,
expand = TRUE,
df = TRUE,
...
)Arguments
- object
[
dynamitefit]
The model fit object.- newdata
[
data.frame]
Data used in predictions. IfNULL(default), the data used in model estimation is used for predictions as well. There should be no new time points that were not present in the data that were used to fit the model, and no new group levels can be included.- n_draws
[
integer(1)]
Number of posterior samples to use, default isNULLwhich uses all samples without permuting (with chains concatenated). Ifn_drawsis smaller thanndraws(object), a random subset ofn_drawsposterior samples are used.- thin
[
integer(1)]
Use only everythinposterior sample. This can be beneficial with when the model object contains large number of samples. Default is1meaning that all samples are used.- expand
[
logical(1)]
IfTRUE(the default), the output is a singledata.framecontaining the originalnewdataand the predicted values. Otherwise, alistis returned with two components,simulatedandobserved, where the first contains only the predicted values, and the second contains the originalnewdata. SettingexpandtoFALSEcan help conserve memory becausenewdatais not replicatedn_drawstimes in the output. This argument is ignored iffunsare provided.- df
[
logical(1)]
IfTRUE(default) the output consists ofdata.frameobjects, anddata.tableobjects otherwise.- ...
Ignored.
See also
Obtaining predictions
predict.dynamitefit()
Examples
data.table::setDTthreads(1) # For CRAN
fitted(gaussian_example_fit, n_draws = 2L)
#> y_fitted id time .draw x z y
#> 1 NA 1 1 1 -0.5753469626 0 0.404690656
#> 2 1.824046192 1 2 1 1.0527114656 1 1.366561787
#> 3 0.128558253 1 3 1 0.1192452364 0 0.104795746
#> 4 0.516781440 1 4 1 -0.5211173176 0 0.929566554
#> 5 1.055191096 1 5 1 1.3011759922 1 0.860590438
#> 6 2.529136158 1 6 1 -0.2052992575 1 2.116082005
#> 7 2.107358891 1 7 1 0.4922285701 1 2.297089650
#> 8 -0.002202432 1 8 1 0.8719649541 0 -0.139421359
#> 9 2.393703127 1 9 1 -0.0973692675 1 2.317530179
#> 10 1.992218666 1 10 1 -0.8338435805 0 1.937360674
#> 11 1.646959737 1 11 1 -0.3970305203 0 1.657080795
#> 12 0.024069550 1 12 1 0.8636484342 0 0.218155954
#> 13 -1.017791932 1 13 1 1.0610952533 0 -0.944676028
#> 14 1.179201492 1 14 1 0.5397906055 1 1.386499245
#> 15 6.464033354 1 15 1 -2.5079178022 1 6.593880944
#> 16 3.732969632 1 16 1 0.9112096768 1 3.852378758
#> 17 0.174081803 1 17 1 2.5754497637 1 0.322540139
#> 18 1.294150195 1 18 1 0.7841708791 1 1.529191330
#> 19 -2.875650295 1 19 1 2.7973911470 0 -3.053726414
#> 20 -0.861219924 1 20 1 1.4819340159 1 -0.916626670
#> 21 2.716591941 1 21 1 -0.6249283875 1 2.478956305
#> 22 2.146478031 1 22 1 0.5102732511 1 2.471760969
#> 23 2.321368257 1 23 1 0.2018374723 1 2.483551899
#> 24 1.615127984 1 24 1 0.7412773772 1 1.558667362
#> 25 0.841957507 1 25 1 1.3426239200 1 0.603979578
#> 26 -1.643357189 1 26 1 1.9001363349 0 -1.670883500
#> 27 1.622586754 1 27 1 0.0650680195 1 1.583935930
#> 28 2.581659139 1 28 1 -0.8682240473 1 2.719419770
#> 29 2.189518220 1 29 1 -0.2382486959 1 1.834727911
#> 30 2.897871366 1 30 1 -0.6860240001 1 2.840950465
#> 31 NA 2 1 1 0.6079643222 1 0.799914607
#> 32 2.235243320 2 2 1 -1.0491770067 1 2.149899777
#> 33 2.167377446 2 3 1 0.2436874296 1 2.040891783
#> 34 2.819917063 2 4 1 -0.4898704531 1 2.954428636
#> 35 1.915255857 2 5 1 0.7567747638 1 2.145966376
#> 36 1.890228596 2 6 1 0.6511932816 1 1.911350810
#> 37 2.355216870 2 7 1 0.2678350153 1 2.347386937
#> 38 3.253895707 2 8 1 -0.3484724490 1 2.997893465
#> 39 3.026341425 2 9 1 0.2161525418 1 2.973068796
#> 40 2.837021824 2 10 1 0.5787223746 1 2.749272526
#> 41 4.999666475 2 11 1 -1.2175999878 1 5.134904795
#> 42 1.199546155 2 12 1 1.3805145283 0 1.299656939
#> 43 1.469117183 2 13 1 -0.2128482786 0 1.431866443
#> 44 0.277861259 2 14 1 0.6164557164 0 0.139077598
#> 45 4.646757142 2 15 1 -1.5652817650 1 4.307466136
#> 46 1.951454569 2 16 1 0.1424584320 0 1.645318818
#> 47 2.721252135 2 17 1 -1.1852888106 0 2.739822928
#> 48 0.222223168 2 18 1 2.2996193612 1 0.400544920
#> 49 -3.325511988 2 19 1 2.8322260239 0 -3.232121868
#> 50 -0.086344890 2 20 1 -0.6129877549 0 -0.096106520
#> 51 0.973900506 2 21 1 0.9571642742 1 0.808179646
#> 52 0.837342480 2 22 1 -0.3331209012 0 0.806465525
#> 53 2.740166675 2 23 1 -0.4271963863 1 2.966742075
#> 54 1.756369469 2 24 1 0.7532950478 1 1.682595750
#> 55 0.927967178 2 25 1 -0.5035252869 0 0.841259557
#> 56 0.066320178 2 26 1 0.1100091234 0 0.401112094
#> 57 -0.387959903 2 27 1 0.5785892916 0 -0.596732278
#> 58 -0.480807717 2 28 1 0.7295603610 0 -0.103846778
#> 59 3.080053279 2 29 1 -1.5578549039 1 3.318138732
#> 60 2.609353541 2 30 1 0.9934799821 1 2.385513284
#> 61 NA 3 1 1 -1.6178827083 0 1.589469150
#> 62 0.525766685 3 2 1 -1.2601552448 0 0.617471337
#> 63 1.200662501 3 3 1 1.2324758785 1 0.933796334
#> 64 2.350739201 3 4 1 0.0471544328 1 2.464414121
#> 65 2.339187093 3 5 1 -1.7267303991 0 2.393225576
#> 66 0.527464356 3 6 1 0.2737664910 0 0.443974132
#> 67 1.785883006 3 7 1 0.6532576795 1 2.049700719
#> 68 2.468764073 3 8 1 0.5185037659 1 2.358937157
#> 69 2.380430666 3 9 1 0.8824651644 1 2.186053658
#> 70 4.367620714 3 10 1 -1.0875807141 1 4.528401569
#> 71 2.583883218 3 11 1 1.6875894829 1 2.426948131
#> 72 -0.875162024 3 12 1 1.9662480155 0 -1.006076800
#> 73 2.217744668 3 13 1 -0.0936367939 1 2.184646963
#> 74 2.764039584 3 14 1 0.6165678175 1 2.457425439
#> 75 1.755699916 3 15 1 -0.0776732006 0 1.814345957
#> 76 5.211058123 3 16 1 -1.3894835240 1 5.341931014
#> 77 2.560609181 3 17 1 0.1009198590 0 2.612250999
#> 78 3.298975424 3 18 1 0.1567029874 1 3.492895037
#> 79 5.454396281 3 19 1 -1.2187118163 1 5.591424183
#> 80 3.031843382 3 20 1 1.1161366155 1 2.959620779
#> 81 0.221254036 3 21 1 2.4244891412 1 0.323614017
#> 82 2.492854297 3 22 1 -0.0659609464 1 2.617828575
#> 83 0.513339256 3 23 1 0.2681028700 0 0.358802880
#> 84 2.511194648 3 24 1 -0.2626705034 1 2.476196111
#> 85 1.924977929 3 25 1 0.7166833209 1 2.114982126
#> 86 1.509702359 3 26 1 1.1403868251 1 1.189201279
#> 87 3.135078270 3 27 1 -1.1692066215 1 3.239107424
#> 88 0.064032400 3 28 1 0.5002658724 0 -0.008853710
#> 89 -0.072425704 3 29 1 0.7613098954 0 -0.360347074
#> 90 2.776584305 3 30 1 0.0385235991 1 2.857669749
#> 91 NA 4 1 1 -0.0555619655 1 -0.509070404
#> 92 1.601006727 4 2 1 3.2410399349 1 1.662914737
#> 93 2.898060013 4 3 1 -0.5160638309 1 2.713559641
#> 94 -0.372959549 4 4 1 1.3001986777 0 -0.654154140
#> 95 2.776297408 4 5 1 -0.6015067080 1 2.880026657
#> 96 -0.188454594 4 6 1 1.0246732348 0 -0.512214487
#> 97 2.433727177 4 7 1 -0.1227086610 1 2.357019808
#> 98 1.487638131 4 8 1 -0.3906849786 0 1.333609316
#> 99 2.722522426 4 9 1 0.2055975045 1 2.563418561
#> 100 -0.027673496 4 10 1 1.4840309316 0 -0.153086411
#> 101 0.421039560 4 11 1 -0.0160025272 0 0.516660645
#> 102 2.808669402 4 12 1 -0.0283950547 1 2.768632032
#> 103 4.170855449 4 13 1 -0.0867141350 1 4.435263347
#> 104 7.210314273 4 14 1 -1.6921015209 1 7.245585692
#> 105 5.385362915 4 15 1 0.2062940448 1 5.307947840
#> 106 3.941990479 4 16 1 -0.8660377447 0 3.940906546
#> 107 6.634495864 4 17 1 -1.7799772880 1 6.330504622
#> 108 4.957228931 4 18 1 0.0467335275 1 5.208499829
#> 109 3.866498189 4 19 1 0.4690319560 1 3.772663633
#> 110 2.456486044 4 20 1 1.0365480099 1 2.449861713
#> 111 4.383373309 4 21 1 -0.9159792437 1 4.337403489
#> 112 3.648271812 4 22 1 -0.1152217094 1 3.491070826
#> 113 4.533954952 4 23 1 -1.2304309254 1 4.648292859
#> 114 1.588238243 4 24 1 -0.3125438690 0 1.476969981
#> 115 1.300830883 4 25 1 -0.7496685841 0 1.071210218
#> 116 1.637155370 4 26 1 0.7680813047 1 1.339660702
#> 117 -0.269051813 4 27 1 0.8061848554 0 -0.236030426
#> 118 1.723013892 4 28 1 0.6342502537 1 1.998996179
#> 119 -0.349727189 4 29 1 1.1291443956 0 -0.516310824
#> 120 2.633787630 4 30 1 0.5361489758 1 2.477371860
#> 121 NA 5 1 1 0.5194072039 1 -1.015564748
#> 122 0.037979449 5 2 1 -0.4168575882 0 -0.358001992
#> 123 0.850532494 5 3 1 -0.9925071504 0 0.995924635
#> 124 0.340116453 5 4 1 2.2930789738 1 0.435371740
#> 125 2.569927705 5 5 1 -0.3520464566 1 2.686379055
#> 126 1.820938455 5 6 1 0.8176594464 1 1.914369287
#> 127 3.118254710 5 7 1 -0.4136765136 1 2.890286451
#> 128 2.179685456 5 8 1 -1.0927872091 0 2.177077263
#> 129 3.591326790 5 9 1 -0.6164358429 1 3.387878492
#> 130 2.795528020 5 10 1 -1.1862065853 0 3.071519967
#> 131 2.473126250 5 11 1 1.0749450773 1 2.484300724
#> 132 6.751559862 5 12 1 -2.2490510903 1 6.432870397
#> 133 1.720053741 5 13 1 1.4414617561 0 1.555910025
#> 134 0.712381026 5 14 1 0.3687420580 0 0.642576596
#> 135 2.292675850 5 15 1 0.2768724589 1 2.794626863
#> 136 1.771320135 5 16 1 -0.1632849322 0 1.975275125
#> 137 2.298573014 5 17 1 0.5898359230 1 2.377354020
#> 138 1.172185129 5 18 1 0.0965858341 0 1.423748628
#> 139 1.170492055 5 19 1 -0.2112469186 0 1.104385321
#> 140 2.906487971 5 20 1 -0.1624831319 1 2.927595835
#> 141 1.835657805 5 21 1 1.0576641709 1 1.804799350
#> 142 3.492246130 5 22 1 -0.6505126188 1 3.468711050
#> 143 3.035516872 5 23 1 -0.1361368722 1 2.773317033
#> 144 0.558380983 5 24 1 0.0735986090 0 0.090839406
#> 145 2.521773676 5 25 1 -0.4785282105 1 2.581973374
#> 146 1.574798545 5 26 1 -1.1680916221 0 1.427473427
#> 147 1.934103116 5 27 1 0.3073900762 1 2.249363143
#> 148 1.868368621 5 28 1 0.4236450456 1 1.653165083
#> 149 0.343667469 5 29 1 -0.2951078307 0 0.109843919
#> 150 2.801910564 5 30 1 -0.5236266979 1 3.098508130
#> 151 NA 6 1 1 0.3011533622 0 0.100858666
#> 152 0.111712151 6 2 1 0.2982275915 0 -0.077473924
#> 153 0.645985143 6 3 1 1.6756969324 1 0.688756122
#> 154 -0.954744124 6 4 1 1.5475810590 0 -1.018973558
#> 155 1.467477914 6 5 1 0.7035239028 1 1.760778549
#> 156 2.847687219 6 6 1 -0.2097931712 1 3.171997074
#> 157 5.933562990 6 7 1 -2.6431489520 1 6.241876948
#> 158 0.732337161 6 8 1 1.2100105104 0 0.821080598
#> 159 1.454864985 6 9 1 -0.7347992519 0 1.595493535
#> 160 2.917153808 6 10 1 0.1010791514 1 2.785827430
#> 161 6.754158763 6 11 1 -2.6016996703 1 6.873161645
#> 162 4.081767977 6 12 1 0.0315260046 0 4.057492642
#> 163 1.047924958 6 13 1 1.1250718923 0 0.965979753
#> 164 1.620966772 6 14 1 0.9678592099 1 1.992564997
#> 165 2.212058312 6 15 1 0.8215067804 1 1.748782349
#> 166 -0.425131353 6 16 1 2.5530261135 1 -0.398741205
#> 167 -1.265612424 6 17 1 1.0966084717 0 -1.243935377
#> 168 -0.162678680 6 18 1 0.0697662309 0 0.090187707
#> 169 0.209137401 6 19 1 0.1870511466 0 0.304185792
#> 170 1.816998188 6 20 1 -0.9759266928 0 2.119589527
#> 171 1.976047589 6 21 1 0.8251497278 1 2.270608134
#> 172 5.457239382 6 22 1 -2.0186886591 1 5.462765820
#> 173 2.429341524 6 23 1 0.8257908317 1 3.031629934
#> 174 -0.446272006 6 24 1 1.0630177893 0 -0.290063217
#> 175 -0.413886230 6 25 1 0.4387217506 0 -0.255384632
#> 176 2.186498482 6 26 1 -0.1711126523 1 2.058993810
#> 177 2.154913977 6 27 1 0.2638060136 1 2.451878672
#> 178 0.408106406 6 28 1 -0.2018380447 0 0.355040854
#> 179 1.966060775 6 29 1 0.5362428184 1 1.722045860
#> 180 3.166240817 6 30 1 -1.1512213349 1 3.055582569
#> 181 NA 7 1 1 0.1056761941 1 3.022104185
#> 182 2.310169272 7 2 1 0.6365696740 1 2.055910950
#> 183 2.916657787 7 3 1 -0.4411632169 1 2.967003529
#> 184 2.845259297 7 4 1 -0.1331509643 1 2.800330659
#> 185 0.895694923 7 5 1 -0.1056713340 0 0.788323885
#> 186 2.112995179 7 6 1 0.3781677722 1 2.396762471
#> 187 3.023550384 7 7 1 -0.0929410185 1 3.098144938
#> 188 2.497278846 7 8 1 0.7409000113 1 2.668812770
#> 189 3.431176602 7 9 1 -0.1318027930 1 3.393338137
#> 190 1.241754548 7 10 1 0.5329892868 0 1.093863440
#> 191 3.498597485 7 11 1 -0.4531978300 1 3.421389098
#> 192 2.073650429 7 12 1 0.2055612084 0 2.053310858
#> 193 2.454194303 7 13 1 0.8344015678 1 2.108926160
#> 194 1.771048572 7 14 1 1.2765786815 1 1.739126254
#> 195 1.618017581 7 15 1 -0.1941524093 0 1.851509719
#> 196 5.899528471 7 16 1 -1.8602275742 1 5.822541133
#> 197 0.844862801 7 17 1 1.4456622411 0 0.465610117
#> 198 3.245741512 7 18 1 -1.8484727753 0 3.539276284
#> 199 3.544021281 7 19 1 0.2275427286 1 3.881829904
#> 200 5.316111626 7 20 1 -1.0891451909 1 5.067313416
#> 201 4.149012128 7 21 1 -0.0701942243 1 3.807179482
#> 202 2.928998754 7 22 1 0.3488349702 1 2.635644332
#> 203 5.507628999 7 23 1 -2.1741246492 1 5.332999549
#> 204 2.858229161 7 24 1 0.4260204867 1 2.915745587
#> 205 1.564210168 7 25 1 -0.6791122705 0 1.211932662
#> 206 1.193605481 7 26 1 1.3052615363 1 1.365926521
#> 207 1.934916766 7 27 1 0.5084847916 1 1.974232311
#> 208 0.356599921 7 28 1 -0.0768658984 0 -0.001635648
#> 209 2.504050245 7 29 1 -0.2758904748 1 2.352680629
#> 210 2.737313150 7 30 1 0.9147522410 1 2.680799332
#> 211 NA 8 1 1 -0.6407060083 1 -0.428615845
#> 212 2.041059782 8 2 1 -0.4837806257 1 2.011674191
#> 213 1.010422446 8 3 1 -0.7230659699 0 1.096189866
#> 214 1.746837590 8 4 1 -1.7565273956 0 1.519444885
#> 215 3.557702193 8 5 1 -1.2586486281 1 3.745340843
#> 216 3.851178881 8 6 1 -0.9454088311 1 3.345610826
#> 217 0.502566378 8 7 1 0.4302846964 0 0.684066387
#> 218 0.762821640 8 8 1 1.7242622392 1 0.750975243
#> 219 2.297814076 8 9 1 0.3100169866 1 2.394660844
#> 220 2.608061103 8 10 1 0.5867353391 1 2.481019325
#> 221 4.230865178 8 11 1 -0.6754822916 1 4.208841294
#> 222 4.773980519 8 12 1 -0.1553453471 1 4.703960196
#> 223 5.314090304 8 13 1 -0.2873407998 1 5.417760935
#> 224 3.402972921 8 14 1 -0.2249612710 0 3.637277813
#> 225 2.250345803 8 15 1 1.2145887945 1 2.413492795
#> 226 -0.231796256 8 16 1 1.1310546518 0 -0.581707387
#> 227 4.824085495 8 17 1 -1.9251452518 1 4.797526268
#> 228 4.584223033 8 18 1 -1.6711270586 0 4.538173643
#> 229 3.791680718 8 19 1 -1.2619004629 0 3.527386042
#> 230 2.966689752 8 20 1 0.4577869579 1 2.623029058
#> 231 3.677414008 8 21 1 -0.4536463741 1 3.713207248
#> 232 2.201832293 8 22 1 0.7616395076 1 2.227958566
#> 233 4.384970954 8 23 1 -1.4879261874 1 4.253492117
#> 234 1.246124251 8 24 1 1.4330075108 1 1.243802590
#> 235 4.075016149 8 25 1 -1.7029648351 1 4.268532761
#> 236 2.000327273 8 26 1 0.8760961096 1 2.172244960
#> 237 0.363558266 8 27 1 -0.1163584399 0 0.424825880
#> 238 1.568637130 8 28 1 0.6873641133 1 1.653377917
#> 239 -0.243004663 8 29 1 0.6823152451 0 -0.204850369
#> 240 2.567501966 8 30 1 0.2380714916 1 2.112486402
#> 241 NA 9 1 1 -0.8497043460 1 1.145681218
#> 242 1.999130305 9 2 1 0.5168620443 1 2.060451984
#> 243 3.426093330 9 3 1 -1.2362731189 1 3.611234909
#> 244 2.981762667 9 4 1 -0.3887798641 1 3.104076490
#> 245 1.064791090 9 5 1 1.6844357081 1 0.940592347
#> 246 1.450001326 9 6 1 0.8569230109 1 1.580796088
#> 247 0.012919810 9 7 1 0.5353988409 0 -0.002035771
#> 248 2.275384475 9 8 1 0.0651539326 1 2.594268388
#> 249 4.081612229 9 9 1 -1.0396803527 1 4.121756260
#> 250 4.126228239 9 10 1 -0.3017466639 1 3.899953027
#> 251 5.531436245 9 11 1 -1.2229261794 1 5.915908246
#> 252 4.679814242 9 12 1 0.5682886208 1 4.433565492
#> 253 4.193303876 9 13 1 0.3732414342 1 4.147687449
#> 254 4.899991390 9 14 1 -0.3218925862 1 4.969679632
#> 255 5.816963623 9 15 1 -0.9215160429 1 6.092338705
#> 256 3.619952292 9 16 1 -0.5272342572 0 3.489168459
#> 257 3.147299330 9 17 1 0.4127694972 1 3.195334402
#> 258 3.686735723 9 18 1 -0.0775389668 1 3.835236782
#> 259 3.400645285 9 19 1 0.2855895802 1 3.322878015
#> 260 3.583117031 9 20 1 -0.0711267337 1 3.614633925
#> 261 -0.605085551 9 21 1 1.5753077068 0 -0.320646125
#> 262 3.695141943 9 22 1 -1.2887162354 1 3.634863633
#> 263 4.316297845 9 23 1 -1.1619375576 1 4.398863271
#> 264 2.970213594 9 24 1 -0.0076368704 1 2.877896868
#> 265 -0.712996002 9 25 1 1.2651684352 0 -0.642107011
#> 266 1.410723953 9 26 1 0.4637961416 1 1.542273722
#> 267 1.470003264 9 27 1 0.9255460985 1 1.349542380
#> 268 -0.021355448 9 28 1 0.1716315069 0 0.070331551
#> 269 2.227210975 9 29 1 -0.1172907147 1 2.294627288
#> 270 2.844766455 9 30 1 -0.2390677595 1 2.631366744
#> 271 NA 10 1 1 -1.0241287906 1 -0.243098210
#> 272 1.883180802 10 2 1 0.3689645274 1 1.845338526
#> 273 3.400082096 10 3 1 -1.2847157223 1 3.415391240
#> 274 2.520409430 10 4 1 0.0892072231 1 2.671626886
#> 275 -0.281169818 10 5 1 0.9113912918 0 -0.186934534
#> 276 0.651750369 10 6 1 -0.4610383389 0 0.529066321
#> 277 0.962364495 10 7 1 -0.5552783513 0 0.655498983
#> 278 1.326223681 10 8 1 1.1250027458 1 1.248016943
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#> 287 0.290644889 10 17 1 1.5933699514 1 0.277424068
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#> 291 4.927936414 10 21 1 -2.0054578182 1 4.868335599
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#> 296 1.827914906 10 26 1 0.4771142454 1 1.800642044
#> 297 1.679555032 10 27 1 0.6482297737 1 1.564769319
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#> 301 NA 11 1 1 0.1176465971 1 -0.478543238
#> 302 2.183561222 11 2 1 -0.2153805076 1 1.845366106
#> 303 3.007367380 11 3 1 -0.5739734793 1 2.727937010
#> 304 0.035993303 11 4 1 0.8450130041 0 0.198378009
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#> 306 0.218966813 11 6 1 2.4167733538 1 0.351792428
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#> 311 3.081399579 11 11 1 -1.4152819198 0 3.582249207
#> 312 5.128911453 11 12 1 -0.5179824302 1 5.366516935
#> 313 4.995351699 11 13 1 -1.0416732943 0 5.263842597
#> 314 5.630832887 11 14 1 -1.6679280458 0 5.711074986
#> 315 4.796995910 11 15 1 -1.2289861776 0 4.771647033
#> 316 6.099380070 11 16 1 -1.1392006400 1 6.050091377
#> 317 3.608266463 11 17 1 -0.4140158630 0 3.461478853
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#> 319 4.204074975 11 19 1 -0.1640900041 1 3.962837714
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#> 321 3.618742267 11 21 1 -0.6431947916 1 3.662140687
#> 322 0.888900612 11 22 1 0.3851548237 0 1.171066353
#> 323 1.964988365 11 23 1 0.4195830393 1 1.870576721
#> 324 1.532695986 11 24 1 0.8830023110 1 1.178325128
#> 325 3.048803775 11 25 1 -0.5836394406 1 2.937608154
#> 326 3.167527587 11 26 1 -0.4914053002 1 3.062103470
#> 327 0.702223626 11 27 1 -0.1502093742 0 0.419404059
#> 328 2.371716143 11 28 1 -0.2901591198 1 2.432464613
#> 329 2.220962281 11 29 1 0.1116204982 1 2.227757210
#> 330 2.636509618 11 30 1 1.3259083426 1 2.885934394
#> 331 NA 12 1 1 -0.9474746142 1 -0.710417122
#> 332 2.008911481 12 2 1 0.0652930335 1 1.877130021
#> 333 1.864829521 12 3 1 0.6179858172 1 1.759789006
#> 334 1.633228354 12 4 1 0.9625279685 1 2.007909574
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#> 336 4.297029368 12 6 1 -1.6510488957 1 4.501533363
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#> 352 -0.076394527 12 22 1 1.3416402950 0 -0.242383956
#> 353 1.289969207 12 23 1 -0.9929283498 0 1.219076741
#> 354 1.589656825 12 24 1 0.6120834609 1 1.624147700
#> 355 4.550840122 12 25 1 -1.9940787873 1 4.294265260
#> 356 4.069558485 12 26 1 -1.3193853133 1 3.937380702
#> 357 -0.162633273 12 27 1 1.0403770193 0 -0.142081642
#> 358 2.871457028 12 28 1 -1.3191257242 1 2.749138011
#> 359 2.329278702 12 29 1 -0.2834053150 1 2.349048730
#> 360 3.048565857 12 30 1 -0.6981666346 1 2.931330481
#> 361 NA 13 1 1 -0.4905574437 1 -0.211244628
#> 362 2.145672398 13 2 1 -0.0340672537 1 1.964347649
#> 363 -0.432309653 13 3 1 1.1098481389 0 -0.384748019
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#> 366 3.479627845 13 6 1 -0.4639872430 1 3.771304119
#> 367 3.051607305 13 7 1 0.1263158585 1 2.855508307
#> 368 4.510126128 13 8 1 -1.3229511128 1 4.239562380
#> 369 4.388978392 13 9 1 -0.6984206676 1 4.270753061
#> 370 4.824549168 13 10 1 -0.7817397115 1 4.642428416
#> 371 3.615469566 13 11 1 0.8464362856 1 3.587746197
#> 372 1.880244211 13 12 1 0.3978422088 0 1.745698465
#> 373 2.559877320 13 13 1 0.6418300277 1 2.870533862
#> 374 3.315241408 13 14 1 0.4574620794 1 3.593126593
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#> 377 3.757881779 13 17 1 -0.0365372222 1 3.634684524
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#> 379 2.082282457 13 19 1 1.3985720063 1 1.932605725
#> 380 4.491575317 13 20 1 -1.0255422485 1 3.935054380
#> 381 1.863434431 13 21 1 1.3953134389 1 1.816196897
#> 382 4.024164329 13 22 1 -0.9571704712 1 4.029602296
#> 383 5.814006988 13 23 1 -2.1645470853 1 5.733825052
#> 384 2.946266198 13 24 1 0.4147007068 1 2.711618747
#> 385 -1.268917280 13 25 1 1.9022097714 0 -1.352296430
#> 386 0.684836736 13 26 1 1.2954257908 1 0.571076697
#> 387 1.964768032 13 27 1 0.2925586849 1 2.114426736
#> 388 2.872981100 13 28 1 -0.9670319027 1 2.896752984
#> 389 0.618690260 13 29 1 -0.5910171645 0 0.545245811
#> 390 3.026986146 13 30 1 -0.7494084445 1 2.930446699
#> 391 NA 14 1 1 -0.2560921922 1 1.641784471
#> 392 1.782205836 14 2 1 2.1284518990 1 1.766273151
#> 393 1.686222154 14 3 1 0.7075883538 1 1.666752499
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#> 396 1.703924093 14 6 1 0.8253798628 1 1.472755020
#> 397 1.148177508 14 7 1 1.2722667795 1 0.982327760
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#> 399 2.913982117 14 9 1 -0.2759451684 1 3.110890711
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#> 401 2.520431916 14 11 1 0.1781901884 1 2.170241162
#> 402 4.233154579 14 12 1 -0.5502237415 1 4.453769005
#> 403 7.011836223 14 13 1 -1.5293105312 1 6.712950111
#> 404 6.055667783 14 14 1 -1.6177737654 0 6.145593274
#> 405 3.925959634 14 15 1 0.7898179218 1 4.232926926
#> 406 2.802762910 14 16 1 0.9035164264 1 2.572192862
#> 407 2.841323265 14 17 1 0.3650187514 1 3.194480550
#> 408 3.140078927 14 18 1 -1.1014834389 0 3.199120265
#> 409 0.363314670 14 19 1 0.8983962407 0 0.286807054
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#> 411 0.948761120 14 21 1 -0.1907034326 0 1.126239265
#> 412 0.279080782 14 22 1 0.1667812884 0 0.417321336
#> 413 2.895357772 14 23 1 -0.6375687651 1 3.323694884
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#> 415 -0.912275580 14 25 1 3.3903708213 1 -0.849651674
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#> 419 2.349330169 14 29 1 -0.3159369312 1 2.342796362
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#> 421 NA 15 1 1 1.8438620052 0 0.301846721
#> 422 0.092225224 15 2 1 -0.7413360963 0 0.495252865
#> 423 0.351665062 15 3 1 -0.3636572971 0 0.081746629
#> 424 1.291823722 15 4 1 0.8496430456 1 1.067041408
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#> 427 1.454671583 15 7 1 -0.7184662213 0 1.438761680
#> 428 0.851552052 15 8 1 -0.2140412400 0 0.674679057
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#> 430 2.467422361 15 10 1 -0.4447819783 1 2.742100485
#> 431 4.506267553 15 11 1 -0.8752554775 1 4.499200885
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#> 433 3.800869690 15 13 1 0.0016836885 1 4.103435953
#> 434 1.956552155 15 14 1 0.2796278624 0 1.630500930
#> 435 3.382118617 15 15 1 -0.2677064216 1 3.589473495
#> 436 1.641061012 15 16 1 1.4837794887 1 1.791492550
#> 437 2.014355655 15 17 1 0.6651598757 1 1.941862547
#> 438 1.628483428 15 18 1 0.9860582211 1 1.804358312
#> 439 5.112146918 15 19 1 -1.6484948184 1 5.111800381
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#> 441 3.975127847 15 21 1 -0.5246711995 1 3.904585504
#> 442 3.267033127 15 22 1 -0.1000139589 1 3.362658354
#> 443 3.222940436 15 23 1 -0.3906352515 1 2.975793986
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#> 445 2.243251432 15 25 1 0.2074804074 1 2.791354140
#> 446 3.273391621 15 26 1 -0.9388959197 1 3.524172544
#> 447 2.789163949 15 27 1 -0.5941776416 1 3.144103270
#> 448 1.252482342 15 28 1 -1.7981325564 0 1.403434919
#> 449 0.083387428 15 29 1 -0.0081521523 0 0.220362779
#> 450 2.978331413 15 30 1 -1.5849912682 1 2.852695037
#> 451 NA 16 1 1 -0.6519499017 1 0.487329123
#> 452 2.477941372 16 2 1 -1.0959962671 1 2.357684577
#> 453 2.623415513 16 3 1 0.0597499374 1 2.646066711
#> 454 3.143298133 16 4 1 -0.4465572164 1 2.999906565
#> 455 2.249765600 16 5 1 0.6837455219 1 2.376575775
#> 456 3.503189867 16 6 1 -0.5894810385 1 3.598665235
#> 457 3.757279215 16 7 1 -0.4503386239 1 4.047490557
#> 458 3.404035544 16 8 1 0.1516805045 1 3.552219136
#> 459 3.128094030 16 9 1 0.5500439612 1 3.337472839
#> 460 2.442969509 16 10 1 1.3700039940 1 2.901271922
#> 461 0.831117169 16 11 1 0.9411658067 0 0.893628678
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#> 463 3.311635419 16 13 1 0.2502478213 0 3.339448062
#> 464 1.567467039 16 14 1 1.8778640211 1 1.521178197
#> 465 2.171498871 16 15 1 -0.5918921022 0 2.375538626
#> 466 -1.136723050 16 16 1 1.9507210064 0 -1.095355089
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#> 469 2.738652918 16 19 1 0.2285569733 1 2.716720231
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#> 475 -0.236293644 16 25 1 0.8498066475 0 -0.014859892
#> 476 1.655977575 16 26 1 0.6289649925 1 1.565840376
#> 477 1.264050011 16 27 1 1.5804318370 1 1.405650328
#> 478 3.389373938 16 28 1 -1.6885424746 1 3.335212109
#> 479 0.250549594 16 29 1 0.2074951407 0 -0.007513032
#> 480 0.732707837 16 30 1 0.8196281375 0 0.764720098
#> 481 NA 17 1 1 0.2353865723 0 0.838735792
#> 482 0.222667333 17 2 1 0.0377883992 0 0.191608243
#> 483 2.774326872 17 3 1 -0.7045964637 1 2.836624491
#> 484 0.555174403 17 4 1 0.1748027002 0 0.653172813
#> 485 0.478657166 17 5 1 -0.0608219547 0 0.306873124
#> 486 1.472527569 17 6 1 -0.9967807422 0 1.705717923
#> 487 -1.871770059 17 7 1 2.3974524800 0 -2.193663792
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#> 489 1.380369212 17 9 1 1.2366758001 1 1.596277213
#> 490 0.392315602 17 10 1 0.6732538634 0 0.180485342
#> 491 0.327616922 17 11 1 0.1705880818 0 0.353068387
#> 492 4.187843873 17 12 1 -1.1198997214 1 3.984045736
#> 493 3.814926957 17 13 1 0.5638673903 1 3.722570306
#> 494 4.369368009 17 14 1 -0.0040606534 1 4.025459778
#> 495 4.770480362 17 15 1 -0.3683525751 1 4.721923734
#> 496 3.289227112 17 16 1 0.7976006576 1 3.231237734
#> 497 3.905204473 17 17 1 -0.0954875904 1 3.857280417
#> 498 5.092991192 17 18 1 -0.7995139536 1 5.463013161
#> 499 2.349668970 17 19 1 1.6535472347 1 2.514261858
#> 500 2.648386757 17 20 1 0.5142301202 1 2.888844778
#> 501 3.371781442 17 21 1 -0.0500372679 1 3.463829304
#> 502 3.963441807 17 22 1 -0.5758595679 1 3.676885378
#> 503 4.391889429 17 23 1 -1.1037521360 1 4.640561008
#> 504 3.096767875 17 24 1 0.0488888907 1 3.102241922
#> 505 1.484678569 17 25 1 1.2245603121 1 1.294413427
#> 506 3.487064407 17 26 1 -1.2621945494 1 3.525196361
#> 507 2.568165958 17 27 1 -0.0039889443 1 2.516307109
#> 508 1.570376664 17 28 1 1.1025651994 1 1.379699687
#> 509 -0.596085431 17 29 1 1.5324236216 0 -0.575068235
#> 510 0.720806025 17 30 1 0.1923696467 0 0.978592497
#> 511 NA 18 1 1 0.0779608496 1 2.071741513
#> 512 1.922727560 18 2 1 0.3104807494 1 1.857768347
#> 513 2.757110347 18 3 1 -0.7172181616 1 2.728081877
#> 514 2.267725689 18 4 1 0.0745511772 1 2.138159274
#> 515 -0.256403934 18 5 1 0.6329607130 0 0.089484971
#> 516 -0.092604504 18 6 1 0.1444757047 0 -0.102025046
#> 517 2.022244428 18 7 1 0.0111291872 1 2.008031701
#> 518 0.991093062 18 8 1 -0.3261438925 0 0.976781721
#> 519 2.334627798 18 9 1 0.1390978572 1 2.489165776
#> 520 1.001814273 18 10 1 0.0721667524 0 0.985810670
#> 521 3.799209610 18 11 1 -1.0634979064 1 3.961389858
#> 522 6.062559008 18 12 1 -1.3277554756 1 6.212309452
#> 523 5.210208465 18 13 1 0.1894262375 1 5.260302609
#> 524 5.184849765 18 14 1 -0.2784540250 1 4.837006811
#> 525 6.883730358 18 15 1 -1.8526168242 1 6.980944689
#> 526 2.426876196 18 16 1 1.8432662546 1 2.432770913
#> 527 0.874835915 18 17 1 0.1962780455 0 1.045285564
#> 528 2.412333999 18 18 1 0.0798738187 1 2.431079292
#> 529 1.148704013 18 19 1 1.4152763499 1 1.137069591
#> 530 2.937657661 18 20 1 -0.3343380522 1 2.921649866
#> 531 3.573669658 18 21 1 -0.4437493119 1 3.720244429
#> 532 2.995913445 18 22 1 -0.0100976720 1 3.137863821
#> 533 1.146607233 18 23 1 1.1612892557 1 1.044611601
#> 534 0.894065142 18 24 1 0.9432244684 1 0.549582742
#> 535 2.656974501 18 25 1 -0.7018044335 1 2.493005577
#> 536 2.758576857 18 26 1 -0.5518704133 1 2.322867854
#> 537 1.454110152 18 27 1 0.8478427689 1 1.430312510
#> 538 2.237851398 18 28 1 -0.5766189242 1 2.290170663
#> 539 2.700059304 18 29 1 -1.3579978310 1 2.710422679
#> 540 0.609400283 18 30 1 0.2071719742 0 0.686783445
#> 541 NA 19 1 1 -0.9618566341 1 0.775618842
#> 542 0.068022317 19 2 1 0.4365234789 0 -0.135926899
#> 543 -0.717170537 19 3 1 0.8846504990 0 -0.678071348
#> 544 1.645091433 19 4 1 0.4281667650 1 1.786451002
#> 545 1.237515848 19 5 1 1.3355176151 1 1.448957290
#> 546 0.545658394 19 6 1 -0.0143074132 0 0.856978333
#> 547 0.671584066 19 7 1 1.6335684214 1 0.728988578
#> 548 2.185809362 19 8 1 0.3730046558 1 2.148104617
#> 549 2.643017818 19 9 1 0.4102750965 1 2.720378428
#> 550 2.895167814 19 10 1 -1.5077573175 0 2.998676399
#> 551 3.388753668 19 11 1 -1.3880490476 0 3.403829026
#> 552 3.384873110 19 12 1 -0.8536236967 0 3.068515873
#> 553 3.197594441 19 13 1 -0.7328538063 0 3.437243572
#> 554 3.446404437 19 14 1 0.4749117140 1 3.559906566
#> 555 5.607635646 19 15 1 -1.1696152604 1 5.864572177
#> 556 3.041715082 19 16 1 1.2464239087 1 3.030252780
#> 557 -1.921994948 19 17 1 2.4879978772 0 -1.562994549
#> 558 0.176592169 19 18 1 -0.3227463618 0 0.289248540
#> 559 1.867651643 19 19 1 0.4199516038 1 1.752528650
#> 560 3.097647541 19 20 1 -0.1055599088 1 3.337717122
#> 561 2.977396098 19 21 1 0.2998652501 1 3.237240592
#> 562 5.342572059 19 22 1 -1.7786591487 1 4.768469828
#> 563 2.715006578 19 23 1 0.3983627156 1 2.830445800
#> 564 2.779122766 19 24 1 -0.1093171232 1 2.662006792
#> 565 1.023857586 19 25 1 -0.3511962296 0 1.168046018
#> 566 3.304719077 19 26 1 -1.1827995068 1 3.402614460
#> 567 0.569552300 19 27 1 -0.1001165259 0 0.665776861
#> 568 3.224586393 19 28 1 -1.8516917296 1 3.256093902
#> 569 2.234126972 19 29 1 -0.1996190506 1 2.274342063
#> 570 2.844988622 19 30 1 -0.0433473543 1 3.005001569
#> 571 NA 20 1 1 -0.0713080861 1 -1.427111353
#> 572 2.089852154 20 2 1 -0.4583653327 1 2.078818744
#> 573 3.374135816 20 3 1 -1.0155925786 1 3.540753332
#> 574 2.762154666 20 4 1 0.0246749828 1 2.425098742
#> 575 2.653456048 20 5 1 0.0072900903 1 2.526145178
#> 576 2.698100936 20 6 1 -1.7902812373 0 2.584246143
#> 577 4.496616740 20 7 1 -1.4385066449 1 4.694977468
#> 578 3.802909699 20 8 1 -0.2276840649 1 3.502254970
#> 579 4.021353167 20 9 1 -0.5584569123 1 3.741714412
#> 580 3.795831239 20 10 1 0.0261002253 1 4.207689549
#> 581 1.928569847 20 11 1 2.0867174345 1 1.392179171
#> 582 4.152344238 20 12 1 -0.6933045279 1 3.839355500
#> 583 3.115776954 20 13 1 0.9863658599 1 3.364322556
#> 584 4.600481582 20 14 1 -0.2790721708 1 4.593655939
#> 585 4.555254332 20 15 1 -1.4420346464 0 4.606931184
#> 586 4.552373825 20 16 1 -0.1318749118 1 4.425437545
#> 587 3.641984987 20 17 1 0.4310989281 1 4.043984795
#> 588 3.858412656 20 18 1 0.1464171787 1 4.011484064
#> 589 1.057187130 20 19 1 0.7212208071 0 0.687971627
#> 590 1.646348634 20 20 1 -0.7305096728 0 1.520897801
#> 591 4.897803381 20 21 1 -1.5684246208 1 5.021885784
#> 592 4.645587756 20 22 1 -0.7776214429 1 4.661008193
#> 593 2.818891105 20 23 1 0.3623521576 1 3.145323555
#> 594 2.891336600 20 24 1 -0.0703769216 1 2.918932641
#> 595 2.643187269 20 25 1 -1.7271210366 0 2.895925331
#> 596 2.095169321 20 26 1 0.6206635577 1 1.798757799
#> 597 0.562721710 20 27 1 -0.2796299070 0 0.423089873
#> 598 0.236188979 20 28 1 -0.1128632394 0 0.074750868
#> 599 -0.036579187 20 29 1 0.6315231278 0 -0.045826471
#> 600 2.899698949 20 30 1 -0.5101604414 1 2.575135379
#> 601 NA 21 1 1 1.4445508584 1 -1.033511335
#> 602 2.014179784 21 2 1 -1.0633261340 1 1.839926355
#> 603 0.545400642 21 3 1 1.9552939655 1 0.697085271
#> 604 3.501001860 21 4 1 -1.6674750976 1 3.464059881
#> 605 1.672250207 21 5 1 1.0175586370 1 1.900393453
#> 606 2.420778409 21 6 1 0.0345510671 1 2.391162601
#> 607 2.880240326 21 7 1 -0.1905168020 1 2.834442444
#> 608 2.914975641 21 8 1 0.0204507085 1 3.281776717
#> 609 2.660767513 21 9 1 0.6053706689 1 2.613047265
#> 610 3.516618899 21 10 1 -0.3164158682 1 3.064417782
#> 611 2.468865739 21 11 1 -0.6785031454 0 2.280400552
#> 612 2.944486644 21 12 1 0.3823051425 1 3.108845356
#> 613 1.421788142 21 13 1 1.7386337669 1 1.161799968
#> 614 -0.218497061 21 14 1 0.8134003741 0 -0.412397737
#> 615 -1.312003276 21 15 1 1.0543222720 0 -1.092725731
#> 616 1.138203015 21 16 1 0.4770372383 1 1.038553694
#> 617 2.395372528 21 17 1 0.1887531093 1 2.668876836
#> 618 0.106516109 21 18 1 2.3050619820 1 0.228653878
#> 619 1.925769889 21 19 1 -1.1969352122 0 1.601446992
#> 620 0.271282127 21 20 1 1.9050435849 1 0.267503222
#> 621 1.617942469 21 21 1 0.4903026427 1 1.739358429
#> 622 2.397578925 21 22 1 0.1250338837 1 2.719464033
#> 623 3.647036877 21 23 1 -0.8525256703 1 3.308128541
#> 624 1.246545970 21 24 1 -0.4843190876 0 1.614715702
#> 625 3.049681496 21 25 1 -0.7365782323 1 2.822076034
#> 626 2.035124163 21 26 1 0.4463130166 1 2.277056586
#> 627 1.609854548 21 27 1 0.7844382453 1 1.626236349
#> 628 1.173551650 21 28 1 1.3210692672 1 0.972270670
#> 629 1.044969469 21 29 1 1.7620209034 1 0.982384827
#> 630 2.842415015 21 30 1 -0.8234186138 1 2.823185238
#> 631 NA 22 1 1 0.4515040531 1 -1.589455114
#> 632 1.693311929 22 2 1 1.2631851761 1 2.169889755
#> 633 0.510805165 22 3 1 -0.0903195940 0 0.364448913
#> 634 1.536862354 22 4 1 0.7364959648 1 1.518702329
#> 635 1.549118385 22 5 1 -1.1884340351 0 1.543213354
#> 636 2.288931944 22 6 1 0.1902303157 1 2.330951514
#> 637 0.370682646 22 7 1 0.3784239036 0 0.214545310
#> 638 2.102572853 22 8 1 0.3140576635 1 2.336179797
#> 639 3.535502891 22 9 1 -0.5063335422 1 3.613208396
#> 640 3.768028542 22 10 1 -0.1023465135 1 3.669688308
#> 641 6.194525249 22 11 1 -1.8555716539 1 6.243507144
#> 642 4.314325405 22 12 1 0.9821130025 1 3.997678131
#> 643 3.245206501 22 13 1 0.8811788089 1 3.968787218
#> 644 3.048291991 22 14 1 0.9044354644 1 2.849453739
#> 645 4.475029452 22 15 1 -0.5973300914 1 4.664853728
#> 646 5.653059466 22 16 1 -0.9719942115 1 5.832991891
#> 647 6.645810682 22 17 1 -1.3422431253 1 6.717373992
#> 648 6.597304838 22 18 1 -1.1246036713 1 6.751046025
#> 649 4.564386028 22 19 1 0.3001315669 1 4.200470556
#> 650 3.404367658 22 20 1 0.3326217315 1 3.170713453
#> 651 1.447762456 22 21 1 -0.0961632011 0 1.228321206
#> 652 3.408235211 22 22 1 -0.7063214924 1 3.659235998
#> 653 -1.461480601 22 23 1 1.9536678799 0 -1.615113922
#> 654 -0.202588653 22 24 1 -0.1383363285 0 -0.324142940
#> 655 1.250152723 22 25 1 0.6224097829 1 1.062395747
#> 656 1.809322634 22 26 1 0.4218846933 1 2.077425782
#> 657 3.419506252 22 27 1 -1.5846166446 1 3.267022396
#> 658 1.785044283 22 28 1 0.6622542969 1 1.684616706
#> 659 1.893957180 22 29 1 0.4260143626 1 1.723119524
#> 660 2.558380036 22 30 1 0.8518564033 1 2.627716754
#> 661 NA 23 1 1 0.0412329220 0 -2.848546770
#> 662 1.763997997 23 2 1 -0.3496503880 1 1.752247321
#> 663 0.084175376 23 3 1 0.2145388266 0 0.030778331
#> 664 1.685580953 23 4 1 0.3860265683 1 1.569217149
#> 665 3.001494694 23 5 1 -0.7216044404 1 3.155400971
#> 666 2.497471707 23 6 1 0.1747263970 1 2.334110005
#> 667 2.335349182 23 7 1 0.3000385452 1 2.286853436
#> 668 1.471357525 23 8 1 1.3282146960 1 1.609885731
#> 669 2.136313029 23 9 1 -1.4205655047 0 2.292098354
#> 670 4.266672518 23 10 1 -1.1815592271 1 4.042707627
#> 671 1.511125197 23 11 1 0.5332593628 0 1.626751603
#> 672 4.126365209 23 12 1 -0.7273835291 1 3.907422263
#> 673 5.309533717 23 13 1 -1.9436509013 0 5.690122802
#> 674 5.100447460 23 14 1 0.0026916612 1 5.064607780
#> 675 3.397591292 23 15 1 0.7894598528 1 3.521373659
#> 676 3.982856418 23 16 1 -0.1852021694 1 3.822115703
#> 677 1.843422233 23 17 1 0.0028560476 0 2.239998415
#> 678 3.553857157 23 18 1 -0.3054696399 1 3.494428782
#> 679 4.867132011 23 19 1 -0.9544489352 1 4.772802607
#> 680 3.662620937 23 20 1 0.2306336405 1 3.755576775
#> 681 2.782479900 23 21 1 0.4685251225 1 2.858249268
#> 682 2.924524825 23 22 1 -0.0435694858 1 2.429124269
#> 683 2.734068013 23 23 1 -0.1642708321 1 2.516964763
#> 684 2.547521640 23 24 1 -0.0687656423 1 2.744999957
#> 685 0.866194098 23 25 1 -0.2907159892 0 1.172511965
#> 686 1.723658225 23 26 1 0.4424647721 1 1.322015459
#> 687 1.708050549 23 27 1 0.4783661478 1 1.596271245
#> 688 -0.235450437 23 28 1 0.4413831984 0 -0.235353355
#> 689 2.115967672 23 29 1 -0.0137534165 1 1.903526389
#> 690 3.061976329 23 30 1 -1.4261846729 1 2.818656165
#> 691 NA 24 1 1 -0.4224968323 0 1.290733928
#> 692 2.205492154 24 2 1 -0.8655128627 1 2.288057725
#> 693 3.006782899 24 3 1 -0.7385277047 1 2.728620081
#> 694 2.707396174 24 4 1 -0.2656516253 1 2.309790411
#> 695 1.069821659 24 5 1 1.5192177114 1 1.154582069
#> 696 1.518200734 24 6 1 -1.0550170426 0 1.497020300
#> 697 3.630457425 24 7 1 -1.0056362595 1 3.515922684
#> 698 3.012191611 24 8 1 0.1213183775 1 3.038357804
#> 699 3.081780718 24 9 1 0.1279929657 1 3.003768684
#> 700 2.889236743 24 10 1 0.4986580438 1 2.845931149
#> 701 3.213204106 24 11 1 0.3102302561 1 3.398532306
#> 702 3.500745528 24 12 1 -0.9968389824 0 3.456560799
#> 703 2.143662517 24 13 1 1.3995761854 1 2.097335116
#> 704 5.147012605 24 14 1 -1.1766921577 1 4.761824719
#> 705 2.280728826 24 15 1 1.5164906017 1 2.507725624
#> 706 -0.351439418 24 16 1 1.2209637083 0 -0.464594392
#> 707 2.405180764 24 17 1 -0.2213261532 1 2.491027635
#> 708 3.982357544 24 18 1 -0.5167594497 1 4.025599212
#> 709 4.446156565 24 19 1 -0.4580180681 1 4.285798855
#> 710 4.085627489 24 20 1 -1.6918624149 0 4.434420533
#> 711 4.918228184 24 21 1 -0.9823706359 1 4.909855924
#> 712 4.058752692 24 22 1 -0.4679259739 1 4.262650618
#> 713 5.259736144 24 23 1 -1.8248975842 1 5.456776809
#> 714 5.903094415 24 24 1 -2.3137357739 1 5.733950647
#> 715 1.491110813 24 25 1 -0.2142115342 0 1.798772857
#> 716 1.775706683 24 26 1 0.5572457464 1 1.988073597
#> 717 1.897357899 24 27 1 0.3935663730 1 1.767085810
#> 718 -0.657272476 24 28 1 1.1837459123 0 -0.904679485
#> 719 2.339493574 24 29 1 -0.3075569096 1 2.496395032
#> 720 2.658421488 24 30 1 0.4402989420 1 2.655353903
#> 721 NA 25 1 1 -2.0532472215 0 -0.493723874
#> 722 1.982368486 25 2 1 -0.2362795689 1 1.972207329
#> 723 2.826556446 25 3 1 -0.5743886898 1 2.683492245
#> 724 2.397679866 25 4 1 0.1181445110 1 2.424548819
#> 725 2.164696218 25 5 1 0.3773879730 1 2.246276361
#> 726 2.071778548 25 6 1 0.4761332783 1 2.314355110
#> 727 0.725305252 25 7 1 0.0192592746 0 0.935924813
#> 728 1.830428910 25 8 1 0.7128423200 1 1.994553941
#> 729 1.094975799 25 9 1 1.9458512177 1 0.955075416
#> 730 3.682002939 25 10 1 -1.0389564403 1 3.627609079
#> 731 5.549150136 25 11 1 -1.3538343357 1 5.562391321
#> 732 6.691193696 25 12 1 -1.0416888590 1 6.681169923
#> 733 5.990514300 25 13 1 -0.0560559462 1 6.019693915
#> 734 7.242425705 25 14 1 -1.3182207275 1 7.407475906
#> 735 5.837424515 25 15 1 -0.1917748091 1 5.894224875
#> 736 3.988717552 25 16 1 0.5412841435 1 3.833058431
#> 737 1.919335536 25 17 1 -0.0110458298 0 1.855671286
#> 738 0.931699751 25 18 1 1.5123954268 1 0.992149868
#> 739 1.395190996 25 19 1 0.9356036838 1 1.215189372
#> 740 1.828867856 25 20 1 0.6597918995 1 2.172369343
#> 741 2.289712638 25 21 1 -1.0229838421 0 2.267650415
#> 742 1.988538747 25 22 1 0.6069301362 1 1.943605073
#> 743 2.717437214 25 23 1 -0.2038564714 1 2.542782506
#> 744 4.130810891 25 24 1 -1.3648316972 1 4.517056230
#> 745 3.092016058 25 25 1 -0.1125595515 1 3.098932042
#> 746 1.972569071 25 26 1 0.6393564920 1 1.866720611
#> 747 2.203739353 25 27 1 -2.6953293691 0 2.404285404
#> 748 2.594798370 25 28 1 -0.7715014411 1 2.648557046
#> 749 1.835887256 25 29 1 0.4143081641 1 1.396355236
#> 750 2.919390498 25 30 1 -0.7926116508 1 3.237294967
#> 751 NA 26 1 1 1.1313372134 0 0.394970678
#> 752 1.956771133 26 2 1 -0.1971758943 1 2.328691773
#> 753 1.479243954 26 3 1 -1.3170161323 0 1.863774569
#> 754 0.193890206 26 4 1 0.1340386454 0 0.222564336
#> 755 3.991699526 26 5 1 -2.0522228204 1 3.927624317
#> 756 -0.646073242 26 6 1 1.3785701370 0 -0.387357308
#> 757 1.278152849 26 7 1 -1.0774206531 0 0.886974749
#> 758 -0.303186328 26 8 1 0.7788600298 0 -0.205542322
#> 759 -0.502965612 26 9 1 0.8009143396 0 -0.026344046
#> 760 2.420296483 26 10 1 -0.2262219814 1 2.249833490
#> 761 3.540579355 26 11 1 -1.9429564136 0 3.541122353
#> 762 2.706632706 26 12 1 -0.4145887264 0 2.326316097
#> 763 0.806302260 26 13 1 0.5249142793 0 0.605709146
#> 764 3.509969397 26 14 1 -0.5929973657 1 3.508110587
#> 765 3.397129436 26 15 1 0.2838789064 1 3.669138763
#> 766 3.099833348 26 16 1 0.4573573316 1 2.957322624
#> 767 4.243840794 26 17 1 -0.5754176413 1 4.308346790
#> 768 4.999877413 26 18 1 -0.7694849229 1 4.775235103
#> 769 3.614955836 26 19 1 -1.1368931117 0 3.989694594
#> 770 4.989206851 26 20 1 -1.0236235889 1 4.810012868
#> 771 4.593633321 26 21 1 -0.6934146633 1 4.829779633
#> 772 1.887867636 26 22 1 1.1684883087 1 2.009580953
#> 773 4.780377266 26 23 1 -1.9344440707 1 4.862253692
#> 774 3.055911234 26 24 1 -0.0724869100 1 3.048628984
#> 775 4.550786836 26 25 1 -1.8636669825 1 4.230837194
#> 776 4.463665730 26 26 1 -1.9686615567 1 4.382825491
#> 777 2.179235799 26 27 1 0.3683773285 1 2.214127125
#> 778 1.550776407 26 28 1 0.7296891914 1 1.855691607
#> 779 1.436498734 26 29 1 0.9890579202 1 1.355149532
#> 780 2.553688215 26 30 1 0.2823102145 1 2.325596505
#> 781 NA 27 1 1 -1.4606400709 0 1.181617853
#> 782 0.062780147 27 2 1 1.1099202897 0 0.166619837
#> 783 2.301042353 27 3 1 -0.1829253884 1 2.630112311
#> 784 2.433649966 27 4 1 0.2210194686 1 2.453704199
#> 785 3.915606613 27 5 1 -1.3640374521 1 3.717866245
#> 786 0.513245676 27 6 1 0.4562364032 0 0.744338903
#> 787 1.731541253 27 7 1 0.7127033252 1 1.643316516
#> 788 1.921608399 27 8 1 0.9147732709 1 2.264268032
#> 789 2.035989374 27 9 1 1.1652533899 1 2.150408103
#> 790 2.838947775 27 10 1 0.3814258295 1 3.215109686
#> 791 4.034639512 27 11 1 -0.1163025172 1 4.046031707
#> 792 4.919119731 27 12 1 -0.2390290682 1 5.059313685
#> 793 4.274852607 27 13 1 0.6220332359 1 4.315941736
#> 794 3.464120040 27 14 1 0.7973805005 1 3.229275631
#> 795 4.384895254 27 15 1 -1.7510675194 0 4.300545102
#> 796 3.723319457 27 16 1 -1.0381310397 0 3.728188422
#> 797 4.939024664 27 17 1 -0.6868156524 1 4.676878493
#> 798 4.417483819 27 18 1 -0.0820869038 1 4.368678078
#> 799 3.758957800 27 19 1 0.2669182509 1 4.135424989
#> 800 3.122368207 27 20 1 -0.8915215744 0 3.278090164
#> 801 2.447602217 27 21 1 -0.7679895731 0 2.520318962
#> 802 4.003021653 27 22 1 -0.8225014128 1 3.560276081
#> 803 3.369373314 27 23 1 -0.3105101158 1 3.297006722
#> 804 3.141101965 27 24 1 -0.2652837749 1 3.006166813
#> 805 1.862894659 27 25 1 0.8376299342 1 1.717286038
#> 806 0.580605580 27 26 1 -0.1488163614 0 0.756732447
#> 807 3.757866106 27 27 1 -2.1684177473 1 3.674816865
#> 808 2.688913244 27 28 1 -0.5870856158 1 2.821315186
#> 809 0.341902581 27 29 1 -0.1838583105 0 0.392670333
#> 810 2.971996857 27 30 1 -0.7406905222 1 3.047715983
#> 811 NA 28 1 1 0.7399475109 1 -0.511832695
#> 812 1.997129178 28 2 1 0.0847372922 1 1.948308650
#> 813 0.059763876 28 3 1 0.4189824049 0 -0.056381200
#> 814 0.744065414 28 4 1 1.6408461660 1 0.631243908
#> 815 2.493211989 28 5 1 -0.2007810156 1 2.193350462
#> 816 3.835874599 28 6 1 -1.1355884704 1 3.865102067
#> 817 -0.055229186 28 7 1 1.0847750899 0 -0.353033224
#> 818 0.933121831 28 8 1 -0.5743945522 0 1.134002163
#> 819 2.413346360 28 9 1 0.3588557231 1 2.249697583
#> 820 2.007173675 28 10 1 -0.7835157890 0 2.037355664
#> 821 1.947355970 28 11 1 1.1393962917 1 1.944446168
#> 822 0.787238177 28 12 1 0.4836175338 0 0.550520573
#> 823 2.919638117 28 13 1 -0.0966860732 1 2.992064284
#> 824 6.802785860 28 14 1 -1.9582051747 1 6.597224703
#> 825 4.468245624 28 15 1 -0.8186697775 0 4.684353192
#> 826 5.173328096 28 16 1 -0.6045132303 1 5.164484542
#> 827 5.513866023 28 17 1 -0.7207736318 1 5.119595773
#> 828 1.364485486 28 18 1 0.7871336143 0 1.219254080
#> 829 2.232380978 28 19 1 0.4283320395 1 2.810342695
#> 830 0.180547037 28 20 1 0.9183411710 0 0.018980898
#> 831 0.614058089 28 21 1 1.2990499667 1 0.594912616
#> 832 2.758509564 28 22 1 -0.3070365586 1 2.774142724
#> 833 3.254762795 28 23 1 -0.4222270032 1 3.255420001
#> 834 2.203611253 28 24 1 -1.2008693282 0 2.299501428
#> 835 4.087991982 28 25 1 -1.4434928889 1 4.343949626
#> 836 2.759506175 28 26 1 0.1124638126 1 2.896172065
#> 837 1.913761061 28 27 1 0.6598043769 1 1.656336311
#> 838 2.130491071 28 28 1 0.0007641864 1 2.022090205
#> 839 0.100522028 28 29 1 0.1637614068 0 -0.171835105
#> 840 2.817229174 28 30 1 -0.5233416827 1 2.587321687
#> 841 NA 29 1 1 1.9091035692 1 -0.134967649
#> 842 1.880917446 29 2 1 0.7540537852 1 1.542097396
#> 843 0.032383565 29 3 1 0.3243043442 0 -0.255160874
#> 844 2.223363309 29 4 1 -0.2190503789 1 2.330109561
#> 845 1.725848525 29 5 1 0.8657794043 1 1.541033414
#> 846 2.942835667 29 6 1 -0.4356454697 1 2.991987081
#> 847 5.330406180 29 7 1 -2.2249876965 1 5.060665189
#> 848 1.896133760 29 8 1 1.6268812142 1 1.734716060
#> 849 3.454136907 29 9 1 -0.6085571783 1 3.549257547
#> 850 3.053371119 29 10 1 0.5829914057 1 3.447564928
#> 851 1.192465935 29 11 1 0.6361240352 0 1.390822100
#> 852 1.559007344 29 12 1 -0.3213248422 0 1.413953137
#> 853 3.299787101 29 13 1 -0.0752631976 1 3.173296245
#> 854 4.779005861 29 14 1 -1.8863251587 0 4.791948406
#> 855 4.388903991 29 15 1 0.0562148494 1 4.071681318
#> 856 5.107645897 29 16 1 -0.7646060138 1 4.976238885
#> 857 4.674317084 29 17 1 -0.2145045154 1 4.930982124
#> 858 5.771401837 29 18 1 -1.0585905359 1 5.825409140
#> 859 4.518255434 29 19 1 0.0549119698 1 4.585682912
#> 860 4.575056625 29 20 1 -0.4527006465 1 4.638737044
#> 861 -0.258049924 29 21 1 1.5791455618 0 -0.353685999
#> 862 0.242425210 29 22 1 1.4397612584 1 0.009730542
#> 863 1.186809488 29 23 1 0.6818296904 1 1.223436608
#> 864 2.626461165 29 24 1 -1.9915381760 0 2.403580910
#> 865 2.747871394 29 25 1 -0.2085701624 1 3.076412482
#> 866 1.919832122 29 26 1 0.7246762026 1 1.684265838
#> 867 0.558492569 29 27 1 -0.4539137334 0 0.516022025
#> 868 0.629941052 29 28 1 2.2144653193 1 0.565471688
#> 869 2.039450326 29 29 1 0.2169363441 1 1.979448586
#> 870 2.333003641 29 30 1 1.7693659170 1 2.375152709
#> 871 NA 30 1 1 -1.4438931610 0 0.350256180
#> 872 0.308574092 30 2 1 -0.4992920172 0 0.101164906
#> 873 2.863755873 30 3 1 -0.7815364871 1 2.639033037
#> 874 2.532856381 30 4 1 0.1680653839 1 2.729897074
#> 875 2.840458585 30 5 1 -0.1018832557 1 2.986038287
#> 876 2.522295118 30 6 1 0.3461036196 1 2.575374668
#> 877 -0.374003689 30 7 1 1.2356934623 0 -0.407634197
#> 878 2.807640884 30 8 1 -0.3809567393 1 2.819425320
#> 879 1.566384991 30 9 1 -0.2022408551 0 1.523513479
#> 880 4.352780873 30 10 1 -1.3165104017 1 4.525451388
#> 881 5.143033590 30 11 1 -0.4929374242 1 5.054046684
#> 882 8.027585083 30 12 1 -2.0784892689 1 8.056385538
#> 883 3.340004459 30 13 1 1.0191570693 0 3.474502479
#> 884 5.240308111 30 14 1 -0.6537798248 1 5.190767282
#> 885 4.375687223 30 15 1 0.2990869033 1 4.532267589
#> 886 3.816798164 30 16 1 0.3952958700 1 3.813537991
#> 887 0.124204143 30 17 1 1.3681326480 0 0.012395472
#> 888 0.168593138 30 18 1 1.6551758157 1 0.274649495
#> 889 0.107220356 30 19 1 1.8221888218 1 0.124594295
#> 890 4.785329161 30 20 1 -1.7483722800 1 4.884735753
#> 891 2.228842425 30 21 1 -0.1568919530 0 2.344152065
#> 892 5.755846350 30 22 1 -2.1989232542 1 5.764130141
#> 893 2.324886645 30 23 1 1.0094961857 1 2.450743560
#> 894 3.104132602 30 24 1 -0.3543692199 1 3.119743190
#> 895 3.311187892 30 25 1 -0.4385634621 1 3.293552022
#> 896 3.847470714 30 26 1 -1.1874860760 1 3.902174195
#> 897 3.167393869 30 27 1 -0.6949368252 1 3.042991243
#> 898 1.725254543 30 28 1 0.9694343957 1 1.665469149
#> 899 -0.100424383 30 29 1 0.7292776342 0 0.023791802
#> 900 2.642774706 30 30 1 0.6682826189 1 2.474355151
#> 901 NA 31 1 1 0.7017843354 1 0.225879222
#> 902 2.072319056 31 2 1 0.2144453096 1 1.916633719
#> 903 1.142402141 31 3 1 -0.7886219709 0 1.547678151
#> 904 1.440364255 31 4 1 1.1683838731 1 0.935070364
#> 905 1.812398082 31 5 1 0.6241874720 1 1.768719524
#> 906 3.282913801 31 6 1 -0.6470456313 1 3.107977733
#> 907 2.382807038 31 7 1 -1.2410444968 0 2.800663597
#> 908 3.198461804 31 8 1 -0.1057841676 1 3.119752318
#> 909 1.639233093 31 9 1 -0.2732481068 0 1.739744951
#> 910 5.842105423 31 10 1 -2.8097746790 1 5.604058189
#> 911 4.003067161 31 11 1 -0.8341882316 0 4.001727980
#> 912 2.702067966 31 12 1 -0.0914342756 0 2.826840780
#> 913 0.986785301 31 13 1 0.7116019225 0 1.251233498
#> 914 2.567391174 31 14 1 0.3943948480 1 2.531244927
#> 915 2.667280804 31 15 1 -0.7593981173 0 2.408047260
#> 916 4.816556294 31 16 1 -0.9905076305 1 4.609879820
#> 917 2.794672290 31 17 1 1.0490866266 1 2.707329037
#> 918 2.542149693 31 18 1 0.6757624155 1 2.591388145
#> 919 4.757575601 31 19 1 -1.0223473286 1 4.606799621
#> 920 1.727645033 31 20 1 1.7699041099 1 1.584354972
#> 921 1.343441256 31 21 1 -0.3589365606 0 1.066099209
#> 922 2.941756795 31 22 1 -0.3198377917 1 2.849215866
#> 923 3.685960307 31 23 1 -0.7261049649 1 3.321132455
#> 924 0.073766800 31 24 1 0.6534957657 0 0.031310836
#> 925 2.301056789 31 25 1 -0.2185938169 1 2.160794106
#> 926 2.925737224 31 26 1 -0.4996001898 1 2.837995016
#> 927 2.433960351 31 27 1 -0.0068463032 1 2.439678643
#> 928 1.735501750 31 28 1 0.7680077137 1 1.897904115
#> 929 1.559061116 31 29 1 1.1113804070 1 1.212107658
#> 930 3.357647132 31 30 1 -2.1448970243 1 3.327707419
#> 931 NA 32 1 1 -0.2621974894 1 -0.774315250
#> 932 1.958317449 32 2 1 -0.3246859115 1 2.250990083
#> 933 2.796351649 32 3 1 -0.5021987183 1 2.862537957
#> 934 1.630569880 32 4 1 1.0541810234 1 1.866054448
#> 935 1.523040230 32 5 1 0.9590053778 1 1.320106432
#> 936 4.681842836 32 6 1 -2.1576463350 1 4.936616098
#> 937 2.744080089 32 7 1 0.4547692690 1 3.183445013
#> 938 1.639005086 32 8 1 1.4040502677 1 1.597487187
#> 939 3.238876643 32 9 1 -0.4686997798 1 3.290852338
#> 940 3.030473318 32 10 1 0.4649679908 1 2.924764727
#> 941 3.297598154 32 11 1 0.2710667568 1 3.375022340
#> 942 2.462324376 32 12 1 1.1871868107 1 2.489455264
#> 943 2.244372312 32 13 1 0.9902622460 1 1.863077810
#> 944 4.651759894 32 14 1 -0.9135660482 1 4.706770173
#> 945 -1.346859761 32 15 1 2.6848589992 0 -1.369731216
#> 946 -1.020327089 32 16 1 0.5620413901 0 -0.895462912
#> 947 2.428137998 32 17 1 -0.3599751179 1 2.428332091
#> 948 4.730402883 32 18 1 -1.0742066095 1 4.638538394
#> 949 3.264620494 32 19 1 0.6061302614 1 3.094502473
#> 950 6.516092579 32 20 1 -2.3774069254 1 6.860650772
#> 951 4.858111963 32 21 1 -0.3290388304 1 4.935762399
#> 952 -1.114247071 32 22 1 2.0647042841 0 -1.124670209
#> 953 0.714920482 32 23 1 0.8061088684 1 0.572483135
#> 954 -2.000892478 32 24 1 1.7732386319 0 -1.844184207
#> 955 -0.043851467 32 25 1 1.4599659447 1 0.013236477
#> 956 2.904789856 32 26 1 -1.0736429908 1 3.227923177
#> 957 -0.614476133 32 27 1 1.3730520450 0 -0.572091424
#> 958 0.637883751 32 28 1 -1.1083279118 0 0.719179910
#> 959 1.953923339 32 29 1 0.2791608169 1 1.844656499
#> 960 0.731654743 32 30 1 0.1264124161 0 0.457236522
#> 961 NA 33 1 1 -1.5721441591 1 0.730815610
#> 962 2.193853803 33 2 1 0.0945835282 1 2.156409382
#> 963 -0.739824488 33 3 1 1.4960606698 0 -1.012958192
#> 964 1.100324010 33 4 1 1.1452631104 1 0.718494812
#> 965 0.870417947 33 5 1 1.6710548289 1 1.267905783
#> 966 -0.328508655 33 6 1 0.8842508200 0 -0.546925839
#> 967 -0.408652899 33 7 1 0.6599026381 0 -0.580678594
#> 968 1.057408861 33 8 1 1.2940839061 1 1.013614954
#> 969 2.155214702 33 9 1 0.7041672839 1 2.138866090
#> 970 0.448598289 33 10 1 0.8405398270 0 0.443547806
#> 971 0.488636785 33 11 1 0.1573533472 0 0.165443273
#> 972 0.942428406 33 12 1 1.1916012685 1 0.861850353
#> 973 -0.474320098 33 13 1 2.3829266952 1 -0.539679518
#> 974 1.055412944 33 14 1 0.8867490371 1 1.096938549
#> 975 3.654617884 33 15 1 -0.4583901391 1 3.335845992
#> 976 5.439694789 33 16 1 -1.1164164119 1 5.657237959
#> 977 7.196205836 33 17 1 -1.6859164545 1 7.142639539
#> 978 4.714619621 33 18 1 0.4545778091 1 4.691056849
#> 979 2.434842579 33 19 1 -0.0889305675 0 2.297103969
#> 980 2.513037659 33 20 1 0.5728115299 1 2.631797739
#> 981 3.156263456 33 21 1 0.0692364779 1 3.475345465
#> 982 -1.493272992 33 22 1 2.1935900691 0 -1.349316782
#> 983 0.082070069 33 23 1 1.4243231097 1 0.116477028
#> 984 2.177300456 33 24 1 -0.0384567937 1 2.018936783
#> 985 1.235035696 33 25 1 -0.5820599179 0 1.203603480
#> 986 1.393302833 33 26 1 1.0572402127 1 1.094781129
#> 987 2.715219801 33 27 1 -0.6353230772 1 2.893716628
#> 988 2.802895683 33 28 1 -0.7862359200 1 2.575455719
#> 989 0.324295984 33 29 1 -0.0761706715 0 0.657281106
#> 990 0.986853031 33 30 1 -0.4518129363 0 0.900299606
#> 991 NA 34 1 1 -1.5146676538 1 0.545635528
#> 992 2.318500646 34 2 1 -0.8953633580 1 2.217106953
#> 993 3.507924086 34 3 1 -1.1373036207 1 3.751334774
#> 994 3.302692277 34 4 1 -0.5774680011 1 3.216412005
#> 995 2.733591346 34 5 1 0.0560167333 1 2.872600028
#> 996 3.711618929 34 6 1 -0.8294776116 1 3.590957875
#> 997 1.381988090 34 7 1 -0.1998898281 0 1.297682778
#> 998 3.887032825 34 8 1 -1.0899918724 1 4.181710220
#> 999 2.851403686 34 9 1 -1.1973635024 0 2.781511015
#> 1000 3.755581070 34 10 1 -0.2858454236 1 3.641232016
#> 1001 3.377053180 34 11 1 0.6297117467 1 3.200852695
#> 1002 5.244249140 34 12 1 -0.7889632181 1 5.601350542
#> 1003 4.513608752 34 13 1 0.6644158637 1 4.601050949
#> 1004 4.297685446 34 14 1 0.3333699702 1 4.596488105
#> 1005 4.413417369 34 15 1 0.0642435566 1 4.386887499
#> 1006 -0.266336286 34 16 1 1.8285304581 0 -0.561405287
#> 1007 3.423032564 34 17 1 -0.8445834285 1 3.675179663
#> 1008 2.244079051 34 18 1 -0.2133071432 0 1.906693552
#> 1009 1.543224899 34 19 1 -0.2608322438 0 1.822836411
#> 1010 1.731674633 34 20 1 1.0172492491 1 1.749611420
#> 1011 0.849133174 34 21 1 0.0969042337 0 0.931491498
#> 1012 0.377212802 34 22 1 0.1565953234 0 0.421396065
#> 1013 1.249482393 34 23 1 -0.7841440048 0 1.549654212
#> 1014 0.685941181 34 24 1 1.4931848406 1 0.537902230
#> 1015 1.097936390 34 25 1 -0.7830975957 0 0.883821973
#> 1016 1.111046672 34 26 1 1.2790725832 1 1.313973884
#> 1017 1.848860832 34 27 1 0.5581032939 1 1.917680299
#> 1018 0.793981831 34 28 1 2.2841164803 1 0.599186770
#> 1019 -0.490399483 34 29 1 1.3946631322 0 -0.643667236
#> 1020 3.024558436 34 30 1 -1.1366261878 1 3.245585421
#> 1021 NA 35 1 1 -1.6015361736 0 -0.288449296
#> 1022 0.355345604 35 2 1 -1.3108015333 0 0.520033920
#> 1023 2.380115228 35 3 1 -0.1790515944 1 2.161148748
#> 1024 0.891655362 35 4 1 2.0024827303 1 0.614558671
#> 1025 2.436229696 35 5 1 -0.0519819062 1 2.841911547
#> 1026 3.437606331 35 6 1 -0.5735602708 1 3.652983216
#> 1027 3.853119006 35 7 1 -0.6451139569 1 3.853690025
#> 1028 4.265501191 35 8 1 -0.8730710004 1 3.813704935
#> 1029 0.808086189 35 9 1 0.8663661321 0 0.817677292
#> 1030 0.278505687 35 10 1 0.5041262546 0 0.298513138
#> 1031 3.019126804 35 11 1 -0.3957979503 1 3.064489834
#> 1032 6.214451441 35 12 1 -1.5477765436 1 6.319469444
#> 1033 5.564489705 35 13 1 0.2073811574 1 5.449623847
#> 1034 5.442198385 35 14 1 -0.1706396182 1 5.648709096
#> 1035 4.048522150 35 15 1 0.6497918672 1 3.986807522
#> 1036 3.466698487 35 16 1 0.4605913495 1 3.223453374
#> 1037 4.425213212 35 17 1 -0.4577605332 1 4.397525786
#> 1038 1.810811623 35 18 1 0.3132287720 0 1.194643495
#> 1039 2.258373850 35 19 1 0.4640912339 1 2.439691715
#> 1040 2.170533974 35 20 1 -0.6309678667 0 2.280141749
#> 1041 2.738914253 35 21 1 0.2900343878 1 2.541684790
#> 1042 4.081722383 35 22 1 -0.8636089506 1 4.070171355
#> 1043 3.934982401 35 23 1 -0.6524043665 1 3.760827239
#> 1044 2.858836814 35 24 1 0.0830221576 1 2.873171188
#> 1045 4.382553720 35 25 1 -1.5196539949 1 4.506676320
#> 1046 2.263978016 35 26 1 0.7876767254 1 2.529181897
#> 1047 2.180480605 35 27 1 0.3411578684 1 2.182555233
#> 1048 2.934288242 35 28 1 -1.0933007640 1 3.029357525
#> 1049 2.120871187 35 29 1 0.1645341176 1 1.951911036
#> 1050 2.850989702 35 30 1 0.2097858904 1 2.765903278
#> 1051 NA 36 1 1 -0.5309065222 1 -1.222380911
#> 1052 1.730051247 36 2 1 1.9972133847 1 1.874842110
#> 1053 0.817995386 36 3 1 1.9023618217 1 0.812395979
#> 1054 2.294524974 36 4 1 0.0667008709 1 2.131324661
#> 1055 4.258997448 36 5 1 -1.7532373591 1 4.519136843
#> 1056 1.542015102 36 6 1 1.5039006090 1 1.343902608
#> 1057 0.524300125 36 7 1 0.1653210212 0 0.642541171
#> 1058 2.052474917 36 8 1 -1.3580790594 0 1.907708844
#> 1059 2.250634180 36 9 1 0.8641524862 1 2.095975625
#> 1060 2.416216232 36 10 1 -1.1559165251 0 2.502540252
#> 1061 2.541365744 36 11 1 0.8993540532 1 2.583314051
#> 1062 -1.486507995 36 12 1 2.4580604919 0 -1.464995728
#> 1063 5.080686285 36 13 1 -2.2106331106 1 5.025094898
#> 1064 3.802699553 36 14 1 0.8188281365 1 3.586100090
#> 1065 4.117022114 36 15 1 -0.0260186348 1 4.280175845
#> 1066 5.237434690 36 16 1 -0.7010036123 1 5.737613138
#> 1067 2.699159284 36 17 1 0.1036380042 0 2.594629069
#> 1068 3.613508956 36 18 1 -0.0899751970 1 4.006316299
#> 1069 5.372106730 36 19 1 -1.0204005907 1 5.556206448
#> 1070 3.885146704 36 20 1 0.4442870514 1 3.912480485
#> 1071 2.657201806 36 21 1 -0.7466789410 0 2.396564974
#> 1072 0.780335784 36 22 1 0.1654574195 0 0.843642042
#> 1073 1.559652416 36 23 1 0.6507783632 1 1.450357663
#> 1074 2.298125200 36 24 1 0.1155321043 1 2.422866868
#> 1075 1.560005309 36 25 1 -0.8056980816 0 1.767702010
#> 1076 3.559841004 36 26 1 -1.2224033826 1 3.010094280
#> 1077 3.377299507 36 27 1 -1.1795186291 1 3.794109016
#> 1078 2.224634229 36 28 1 0.2144793753 1 1.967209418
#> 1079 1.343397312 36 29 1 1.5778519788 1 1.156057823
#> 1080 2.831136990 36 30 1 0.1299655160 1 2.758905998
#> 1081 NA 37 1 1 -1.4617555850 1 0.633333596
#> 1082 0.106435725 37 2 1 0.6007088237 0 -0.087915593
#> 1083 2.190516348 37 3 1 -0.1009748853 1 2.474779879
#> 1084 -0.925294789 37 4 1 1.8668518447 0 -0.762443949
#> 1085 2.068835906 37 5 1 0.0993275941 1 1.960334136
#> 1086 3.481007189 37 6 1 -0.7741449296 1 3.518772176
#> 1087 2.617450754 37 7 1 0.4388187007 1 2.135799466
#> 1088 0.816549557 37 8 1 0.1818471926 0 0.754335049
#> 1089 3.840089837 37 9 1 -1.1986223591 1 3.691357537
#> 1090 3.920449157 37 10 1 -0.1271486068 1 3.987861425
#> 1091 5.239708612 37 11 1 -0.8308115273 1 5.509128450
#> 1092 3.627197146 37 12 1 -0.1624219425 0 3.704828831
#> 1093 -1.445329054 37 13 1 2.6917140032 0 -1.462506300
#> 1094 1.312273962 37 14 1 0.3883651628 1 1.105741290
#> 1095 3.885730257 37 15 1 -0.6435673870 1 3.807217138
#> 1096 1.720562788 37 16 1 0.2410459325 0 1.772105333
#> 1097 2.140800303 37 17 1 -0.6626072757 0 2.344694487
#> 1098 -0.088047005 37 18 1 1.0705160368 0 0.098012469
#> 1099 4.190365411 37 19 1 -1.3134509165 1 4.235317398
#> 1100 3.375612617 37 20 1 0.4391303884 1 3.400692615
#> 1101 4.561200735 37 21 1 -0.8468963888 1 4.390518775
#> 1102 2.338463726 37 22 1 -0.6527743959 0 2.257076572
#> 1103 0.484906327 37 23 1 0.1830479699 0 0.422624726
#> 1104 -0.178439304 37 24 1 0.3248253133 0 0.109231909
#> 1105 3.365427281 37 25 1 -1.1661847074 1 3.362323618
#> 1106 2.329242526 37 26 1 0.4519521167 1 2.443479443
#> 1107 3.684539992 37 27 1 -1.7410220173 1 3.848532346
#> 1108 1.775539394 37 28 1 0.8925710596 1 1.859483164
#> 1109 0.304289601 37 29 1 -0.0619226576 0 0.192816404
#> 1110 2.859317944 37 30 1 -0.3285065726 1 3.099190213
#> 1111 NA 38 1 1 0.6879167730 0 1.427519656
#> 1112 2.448534837 38 2 1 -1.2512713616 1 2.343075945
#> 1113 3.727283743 38 3 1 -1.3598407038 1 3.624226792
#> 1114 3.930440840 38 4 1 -1.3509026860 1 3.935902780
#> 1115 3.430553188 38 5 1 -0.5718500579 1 3.256981237
#> 1116 2.009395699 38 6 1 0.8457315402 1 1.722707963
#> 1117 1.770526907 38 7 1 0.8833028199 1 1.725735521
#> 1118 2.721547051 38 8 1 0.1648408679 1 2.388517372
#> 1119 2.587994815 38 9 1 0.6394919979 1 2.443151403
#> 1120 5.284164841 38 10 1 -1.9415183760 1 5.171667724
#> 1121 5.223441491 38 11 1 -0.3305447001 1 5.086590319
#> 1122 5.297924811 38 12 1 -0.0974512501 1 5.345038539
#> 1123 6.075503251 38 13 1 -0.4826768218 1 5.885653007
#> 1124 4.088389676 38 14 1 -0.4459350272 0 4.077612990
#> 1125 2.816850748 38 15 1 1.0453056640 1 2.621016136
#> 1126 4.051667855 38 16 1 -0.3524531992 1 4.052029829
#> 1127 1.244397010 38 17 1 2.0066806908 1 1.180873823
#> 1128 2.809318219 38 18 1 -1.3511003857 0 2.853951436
#> 1129 4.201559349 38 19 1 -0.4944808755 1 3.839955982
#> 1130 0.486314133 38 20 1 1.0406231529 0 0.327073473
#> 1131 0.931406886 38 21 1 1.1970776637 1 0.898537031
#> 1132 0.692655512 38 22 1 1.4528172823 1 0.854768081
#> 1133 1.678763455 38 23 1 0.5487749604 1 1.403692741
#> 1134 3.438749984 38 24 1 -0.8705772453 1 3.671210634
#> 1135 2.495947703 38 25 1 0.4079461962 1 2.481221082
#> 1136 1.542595721 38 26 1 1.1504491864 1 1.392567185
#> 1137 3.739722391 38 27 1 -1.9925857712 1 3.648409794
#> 1138 -0.265471810 38 28 1 1.0187579723 0 -0.368474474
#> 1139 1.960337544 38 29 1 0.6139229642 1 1.912354251
#> 1140 2.400861500 38 30 1 1.9727035673 1 2.776344637
#> 1141 NA 39 1 1 2.1001089405 0 1.380517493
#> 1142 2.271310597 39 2 1 -0.6111659167 1 2.346319824
#> 1143 1.085992881 39 3 1 -0.6647694353 0 1.293337231
#> 1144 0.365024725 39 4 1 0.0209835864 0 0.371027524
#> 1145 3.184906737 39 5 1 -0.9740095828 1 2.893168807
#> 1146 4.104275326 39 6 1 -1.2606828788 1 4.178210587
#> 1147 5.441141846 39 7 1 -2.0523369839 1 5.514768911
#> 1148 1.365636444 39 8 1 0.3641146874 0 1.586385000
#> 1149 -1.360333861 39 9 1 2.4302266523 0 -1.393243236
#> 1150 -1.282712376 39 10 1 1.1811808914 0 -1.515913492
#> 1151 -1.198976185 39 11 1 0.7408145237 0 -1.034470519
#> 1152 1.277939587 39 12 1 0.4205741887 1 1.460849259
#> 1153 -0.236250239 39 13 1 2.3747347151 1 0.012746452
#> 1154 0.225622289 39 14 1 0.2311149344 0 0.039725700
#> 1155 -1.764214350 39 15 1 1.6155453232 0 -1.650288932
#> 1156 1.197384278 39 16 1 0.3711479598 1 1.204184675
#> 1157 3.262140054 39 17 1 -0.2722675344 1 3.187901385
#> 1158 4.373297028 39 18 1 -0.5226166972 1 3.897117840
#> 1159 1.533858277 39 19 1 1.7517571498 1 1.542327781
#> 1160 2.263678112 39 20 1 0.4840993880 1 2.390514277
#> 1161 1.826783768 39 21 1 -0.5486273611 0 1.842765790
#> 1162 3.748394059 39 22 1 -0.8064826557 1 3.586070669
#> 1163 1.209612657 39 23 1 1.4046842945 1 0.919980183
#> 1164 0.325656356 39 24 1 -0.0517182129 0 0.412340709
#> 1165 3.054395269 39 25 1 -0.8630042460 1 3.057769749
#> 1166 0.506500904 39 26 1 0.1679409807 0 0.448043839
#> 1167 1.665546314 39 27 1 0.5512742115 1 1.570782797
#> 1168 1.455670291 39 28 1 1.0891120109 1 1.628775145
#> 1169 1.117336264 39 29 1 -1.5460885942 0 0.930108458
#> 1170 1.375800039 39 30 1 -2.2486900668 0 1.642069053
#> 1171 NA 40 1 1 -1.2870304760 1 0.872634567
#> 1172 2.322161159 40 2 1 -1.1854800846 1 2.331187363
#> 1173 2.048208930 40 3 1 0.4854599789 1 2.063639466
#> 1174 1.432443192 40 4 1 1.2499145710 1 0.925175719
#> 1175 2.532029112 40 5 1 -0.1799062310 1 2.647081654
#> 1176 1.134969145 40 6 1 -0.3545424031 0 1.208479446
#> 1177 4.362254135 40 7 1 -1.6363792681 1 4.304276450
#> 1178 2.858498939 40 8 1 0.5521577142 1 2.743789709
#> 1179 3.741834896 40 9 1 -0.5572154819 1 3.595297694
#> 1180 1.849716508 40 10 1 1.8599108615 1 1.522332726
#> 1181 1.894834180 40 11 1 0.9899716086 1 1.641533685
#> 1182 5.481742610 40 12 1 -1.6140394566 1 5.439898522
#> 1183 2.822004213 40 13 1 0.3746435680 0 2.937967363
#> 1184 1.010050831 40 14 1 0.6475133580 0 0.506534756
#> 1185 2.710583101 40 15 1 -0.0296939710 1 3.010010078
#> 1186 1.332906253 40 16 1 0.2435327188 0 1.403429430
#> 1187 4.688659037 40 17 1 -1.2139444702 1 4.688749168
#> 1188 2.637457673 40 18 1 -0.2491906778 0 2.674241815
#> 1189 1.354549562 40 19 1 0.0557647746 0 1.261053301
#> 1190 3.119858117 40 20 1 -0.2448837791 1 3.243653924
#> 1191 2.963468707 40 21 1 0.3030456952 1 2.817195774
#> 1192 2.516666120 40 22 1 0.3729115952 1 2.382680719
#> 1193 0.208133443 40 23 1 0.3870831196 0 0.494371248
#> 1194 -0.904130530 40 24 1 0.9084476988 0 -1.435579812
#> 1195 1.385014688 40 25 1 0.3040420350 1 1.398374609
#> 1196 0.846026344 40 26 1 -0.5661093329 0 0.715861050
#> 1197 2.132845701 40 27 1 -0.0347420615 1 2.384552409
#> 1198 2.291986920 40 28 1 -0.1631289899 1 2.468122409
#> 1199 2.227030645 40 29 1 -0.1123919613 1 2.241482886
#> 1200 0.672599334 40 30 1 0.8382193873 0 0.498171021
#> 1201 NA 41 1 1 0.7877388475 1 -0.483135069
#> 1202 1.600055546 41 2 1 2.1988103489 1 1.582592880
#> 1203 2.592101863 41 3 1 -0.3756028717 1 2.442034531
#> 1204 3.059279553 41 4 1 -0.7152421872 1 3.078937533
#> 1205 -0.286132996 41 5 1 1.0149431727 0 -0.032066114
#> 1206 0.297163121 41 6 1 -0.0735560191 0 0.392418736
#> 1207 0.744630375 41 7 1 1.4304023412 1 0.284759931
#> 1208 3.014837610 41 8 1 -0.6018928460 1 2.826765154
#> 1209 2.371859379 41 9 1 0.8449042414 1 2.404949212
#> 1210 2.118861134 41 10 1 1.0740122603 1 2.162816485
#> 1211 5.556621369 41 11 1 -1.9385047015 1 5.304530240
#> 1212 6.131575035 41 12 1 -0.7282191112 1 6.209159068
#> 1213 3.399150141 41 13 1 1.5384301989 1 3.470670905
#> 1214 3.582573813 41 14 1 0.3562833449 1 3.442138805
#> 1215 3.073760003 41 15 1 0.5622673454 1 3.338063660
#> 1216 5.134573860 41 16 1 -1.0141141727 1 5.232285747
#> 1217 4.652362497 41 17 1 -0.1412617573 1 4.439237368
#> 1218 5.462171562 41 18 1 -0.9957987249 1 5.529304524
#> 1219 4.008149948 41 19 1 0.3314343982 1 3.926001949
#> 1220 2.502608351 41 20 1 0.9159920579 1 2.607792261
#> 1221 3.150474215 41 21 1 -0.0569705338 1 3.076005813
#> 1222 2.199955134 41 22 1 0.6198500746 1 2.451503201
#> 1223 -0.669712861 41 23 1 1.0517012702 0 -0.413077367
#> 1224 2.730614314 41 24 1 -0.7497257869 1 2.899979825
#> 1225 2.770678824 41 25 1 -0.1464274878 1 2.688992106
#> 1226 1.494014373 41 26 1 -1.0861182406 0 1.579737781
#> 1227 0.792882099 41 27 1 1.8505717036 1 0.718656001
#> 1228 0.560746753 41 28 1 -0.8209866971 0 0.272285908
#> 1229 0.197712893 41 29 1 -0.0217945400 0 0.310082380
#> 1230 0.761261865 41 30 1 -0.2890232705 0 0.479430513
#> 1231 NA 42 1 1 0.7690422410 1 -0.531346919
#> 1232 -0.147255793 42 2 1 1.3124129764 0 0.062147889
#> 1233 2.569239623 42 3 1 -0.5618763635 1 2.672862760
#> 1234 3.209476511 42 4 1 -0.7526889682 1 3.282183717
#> 1235 4.583194567 42 5 1 -1.9927484887 1 4.397119647
#> 1236 4.274387308 42 6 1 -1.1686514244 1 4.126102345
#> 1237 2.027438488 42 7 1 1.0466288471 1 1.959526462
#> 1238 3.882315712 42 8 1 -0.9936985911 1 3.698923196
#> 1239 2.263183963 42 9 1 -0.7822018456 0 1.919052614
#> 1240 3.117684111 42 10 1 -0.0273469664 1 3.252351104
#> 1241 1.780422730 42 11 1 0.1071904070 0 1.332755917
#> 1242 3.258051574 42 12 1 -1.5404424053 0 3.594173670
#> 1243 4.546619677 42 13 1 -0.1097103212 1 4.411262364
#> 1244 5.596562405 42 14 1 -0.6580102079 1 5.760868987
#> 1245 5.081444475 42 15 1 -0.0974124985 1 4.866657153
#> 1246 3.565659069 42 16 1 -0.7913138788 0 3.460061332
#> 1247 5.241244722 42 17 1 -1.0053775816 1 5.225477887
#> 1248 5.923951235 42 18 1 -1.0399550438 1 5.818535967
#> 1249 4.902095312 42 19 1 -0.1898466377 1 5.289613510
#> 1250 1.275065357 42 20 1 0.8006223565 0 1.379254247
#> 1251 4.002105463 42 21 1 -0.9578493922 1 4.146011232
#> 1252 2.356173029 42 22 1 -0.7575101607 0 2.549584097
#> 1253 1.930454209 42 23 1 0.6229054623 1 1.615322031
#> 1254 2.775966841 42 24 1 -0.3216060699 1 2.874733392
#> 1255 4.226793084 42 25 1 -1.4335621799 1 4.430548364
#> 1256 3.499974066 42 26 1 -0.6653027956 1 3.619720266
#> 1257 2.098158446 42 27 1 0.5736751083 1 2.070565519
#> 1258 2.369772832 42 28 1 -0.3072572330 1 2.546915862
#> 1259 0.639800815 42 29 1 -0.7583454174 0 0.663052448
#> 1260 2.590314422 42 30 1 0.6565134106 1 2.695490298
#> 1261 NA 43 1 1 0.3322025790 1 -0.587684757
#> 1262 1.996867187 43 2 1 -0.2651450567 1 1.905737844
#> 1263 0.665471763 43 3 1 -0.3439172341 0 0.401646703
#> 1264 2.919927237 43 4 1 -0.9385387036 1 3.024391310
#> 1265 3.020775965 43 5 1 -0.4272792872 1 2.709158525
#> 1266 3.345308856 43 6 1 -0.6347482649 1 3.595197334
#> 1267 2.518774863 43 7 1 0.4352889489 1 2.157294483
#> 1268 1.814823971 43 8 1 1.0267850561 1 1.907173144
#> 1269 1.873425849 43 9 1 1.1107114182 1 1.506278500
#> 1270 0.934602008 43 10 1 -0.0333303423 0 0.798629948
#> 1271 1.940319720 43 11 1 0.6087790117 1 2.062074785
#> 1272 4.378513993 43 12 1 -0.6930946140 1 4.204229348
#> 1273 1.912236436 43 13 1 0.5114707547 0 1.528279658
#> 1274 1.936790901 43 14 1 0.8552022051 1 1.877740137
#> 1275 -0.194530907 43 15 1 1.0164552177 0 -0.042726144
#> 1276 1.897163272 43 16 1 0.2995936847 1 1.814778887
#> 1277 2.835837035 43 17 1 0.1561557073 1 2.650653581
#> 1278 3.391525517 43 18 1 -0.0179802406 1 3.523583218
#> 1279 3.038210067 43 19 1 0.4704927320 1 3.150593822
#> 1280 4.669627366 43 20 1 -0.9365690341 1 4.771100577
#> 1281 3.021246511 43 21 1 0.5910619094 1 2.934039629
#> 1282 1.877698878 43 22 1 0.8515246815 1 1.991874639
#> 1283 1.959454482 43 23 1 0.4336203898 1 1.499335888
#> 1284 1.685276585 43 24 1 -1.1477707505 0 1.454364446
#> 1285 3.146928328 43 25 1 -0.7906077857 1 3.109193190
#> 1286 1.923527459 43 26 1 0.7148483559 1 1.968798561
#> 1287 1.594161583 43 27 1 0.8496958911 1 1.760729567
#> 1288 0.687569191 43 28 1 -0.9020980085 0 0.718964812
#> 1289 2.749717012 43 29 1 -1.0358928844 1 2.847289954
#> 1290 0.977608825 43 30 1 -0.4539977006 0 0.858035852
#> 1291 NA 44 1 1 -1.0083766083 1 -0.411697869
#> 1292 0.180929502 44 2 1 0.5431940592 0 0.063826419
#> 1293 0.231604065 44 3 1 0.0904966471 0 0.089140543
#> 1294 1.263046364 44 4 1 -1.0525132793 0 1.048845685
#> 1295 2.478435126 44 5 1 0.1166372836 1 2.666394564
#> 1296 2.962498002 44 6 1 -0.0288415529 1 3.305391576
#> 1297 2.416292198 44 7 1 0.7151784071 1 2.439196228
#> 1298 2.425260427 44 8 1 0.7510613026 1 2.797224072
#> 1299 1.233792511 44 9 1 0.2498247199 0 1.553537517
#> 1300 4.661751823 44 10 1 -1.5160676232 1 4.814416950
#> 1301 4.534897355 44 11 1 -1.4508243135 0 4.646040962
#> 1302 4.898626193 44 12 1 0.1188494330 1 5.174614139
#> 1303 3.123165056 44 13 1 0.2139579796 0 2.971407060
#> 1304 2.455144423 44 14 1 1.1529362256 1 2.202240715
#> 1305 5.225721666 44 15 1 -1.1561673943 1 5.072433184
#> 1306 2.384242572 44 16 1 1.6390519088 1 2.306544278
#> 1307 3.192755385 44 17 1 0.2336336141 1 3.529838909
#> 1308 4.173048897 44 18 1 -0.1321751329 1 4.416696339
#> 1309 5.563383405 44 19 1 -0.9516795430 1 5.543852793
#> 1310 6.435326027 44 20 1 -1.4007874340 1 6.493606177
#> 1311 4.387178406 44 21 1 0.1731048735 1 4.470957138
#> 1312 4.594962807 44 22 1 -0.7479299709 1 4.698091051
#> 1313 2.936429819 44 23 1 0.3860844382 1 2.945911776
#> 1314 2.483173975 44 24 1 0.3543521964 1 2.345839108
#> 1315 1.815843571 44 25 1 0.8851124551 1 1.659672519
#> 1316 2.944186465 44 26 1 -0.4316611004 1 2.931362477
#> 1317 1.638117618 44 27 1 1.3343835853 1 1.625903072
#> 1318 -0.015534775 44 28 1 0.6270687431 0 -0.052418644
#> 1319 1.887732801 44 29 1 0.9481593026 1 1.734149194
#> 1320 3.173675434 44 30 1 -0.5938645624 1 3.353354914
#> 1321 NA 45 1 1 -0.1194526066 1 0.709185621
#> 1322 2.305500859 45 2 1 -0.4143399479 1 2.420382191
#> 1323 1.215434005 45 3 1 1.5985087711 1 1.239399029
#> 1324 0.856547216 45 4 1 -0.4371595332 0 0.992231284
#> 1325 3.323788619 45 5 1 -0.8932075701 1 3.042495897
#> 1326 2.204621976 45 6 1 0.6706959687 1 2.275330495
#> 1327 1.895998996 45 7 1 0.9171749176 1 1.706442200
#> 1328 4.457347503 45 8 1 -1.5091665373 1 4.468813255
#> 1329 2.268745310 45 9 1 1.6519153916 1 2.294499256
#> 1330 0.587999941 45 10 1 0.7903853439 0 0.973971034
#> 1331 0.389302393 45 11 1 0.4806255999 0 0.300797979
#> 1332 4.550129193 45 12 1 -1.3647094580 1 4.421176290
#> 1333 3.237162506 45 13 1 -0.1861206994 0 3.695244995
#> 1334 4.000404187 45 14 1 0.2762745565 1 4.054363622
#> 1335 1.064673435 45 15 1 2.3208602240 1 1.041456702
#> 1336 1.420054748 45 16 1 1.0846170087 1 1.387692417
#> 1337 0.592159181 45 17 1 0.3555876116 0 0.135683868
#> 1338 4.091005091 45 18 1 -2.5493427748 0 4.056679063
#> 1339 2.511163798 45 19 1 1.1579104666 1 2.114063642
#> 1340 3.021267038 45 20 1 0.1602775400 1 2.797470006
#> 1341 1.515881012 45 21 1 1.3997833562 1 1.571537170
#> 1342 1.968533721 45 22 1 0.6302398297 1 2.269564081
#> 1343 1.150577745 45 23 1 1.2913233045 1 1.222520760
#> 1344 1.919264402 45 24 1 0.4247997824 1 1.591447879
#> 1345 -0.422624241 45 25 1 0.9030760860 0 -0.396824485
#> 1346 1.863861617 45 26 1 0.2276149399 1 1.803232154
#> 1347 2.747159560 45 27 1 -0.5007190980 1 2.685043250
#> 1348 -0.342191956 45 28 1 1.1203550284 0 -0.351281758
#> 1349 1.833100570 45 29 1 0.9141587339 1 1.800882387
#> 1350 3.379485963 45 30 1 -1.7103796664 1 3.255519366
#> 1351 NA 46 1 1 -0.2803953352 0 0.256396754
#> 1352 2.209414280 46 2 1 -0.4762468946 1 2.047497882
#> 1353 2.546957408 46 3 1 -0.0885651121 1 2.249153828
#> 1354 2.278199012 46 4 1 0.3311791730 1 1.797767873
#> 1355 0.272175159 46 5 1 0.3339029425 0 0.446798989
#> 1356 4.139023766 46 6 1 -1.6505465434 1 4.116120145
#> 1357 4.179242389 46 7 1 -2.6609227985 0 4.215483498
#> 1358 3.541596422 46 8 1 -0.0951474508 1 3.385208749
#> 1359 4.820168824 46 9 1 -1.4589707285 1 4.516460399
#> 1360 4.302621995 46 10 1 -0.2107341807 1 4.513575996
#> 1361 3.510147870 46 11 1 -0.8281742704 0 3.302043529
#> 1362 3.388240426 46 12 1 0.5899826794 1 3.551906019
#> 1363 4.582598022 46 13 1 -0.1203938246 1 4.370095995
#> 1364 4.445248007 46 14 1 0.1441046625 1 4.275243031
#> 1365 5.192202442 46 15 1 -0.6035312478 1 5.277280957
#> 1366 3.542150619 46 16 1 -0.6245674736 0 3.252238054
#> 1367 6.079381123 46 17 1 -1.6218582591 1 5.987073571
#> 1368 3.394719671 46 18 1 1.0405734557 1 3.598926743
#> 1369 3.027483919 46 19 1 0.5847052602 1 2.807353151
#> 1370 3.780741677 46 20 1 -0.2739623748 1 3.538139850
#> 1371 1.382431321 46 21 1 0.1174595846 0 1.164951666
#> 1372 -0.771658654 46 22 1 1.0966616331 0 -1.187506310
#> 1373 1.111546625 46 23 1 -1.0022598737 0 0.791772540
#> 1374 -0.480104525 46 24 1 0.6483473512 0 -0.744777131
#> 1375 -2.201998097 46 25 1 2.0055732743 0 -2.295669263
#> 1376 0.457642774 46 26 1 1.2949457957 1 0.322335573
#> 1377 -0.240053277 46 27 1 0.5100979282 0 -0.262585395
#> 1378 -1.229334727 46 28 1 2.1272135525 0 -1.176755781
#> 1379 3.069432126 46 29 1 -1.2987319948 1 3.044671789
#> 1380 3.006787381 46 30 1 -0.2094484283 1 2.776714424
#> 1381 NA 47 1 1 0.5629895332 0 -1.856360586
#> 1382 0.020174473 47 2 1 -0.7886028379 0 0.106389520
#> 1383 -0.882556959 47 3 1 1.0807994962 0 -0.970242529
#> 1384 1.629905269 47 4 1 -2.0142104979 0 1.985484775
#> 1385 0.122099683 47 5 1 0.4114299206 0 0.202382509
#> 1386 2.612812874 47 6 1 -0.3497542392 1 2.684726554
#> 1387 1.591700383 47 7 1 1.1102770966 1 1.682642290
#> 1388 3.654224112 47 8 1 -0.8959478228 1 3.505353231
#> 1389 3.422517320 47 9 1 -0.0512978861 1 3.330785688
#> 1390 4.201884016 47 10 1 -0.6567429254 1 4.106334483
#> 1391 3.010047788 47 11 1 1.0202530122 1 3.324366474
#> 1392 3.705187053 47 12 1 0.2893440288 1 3.578136447
#> 1393 2.817953830 47 13 1 1.0128343358 1 3.033948896
#> 1394 4.022660193 47 14 1 -0.0756250808 1 4.149563590
#> 1395 6.230861894 47 15 1 -1.4588494144 1 6.333550168
#> 1396 1.824928063 47 16 1 0.8259229016 0 2.018787467
#> 1397 0.866460811 47 17 1 0.2207112910 0 0.805122756
#> 1398 2.275863401 47 18 1 0.2497257360 1 2.574730250
#> 1399 4.378894755 47 19 1 -0.8064528227 1 4.631404501
#> 1400 5.288808573 47 20 1 -0.9855391126 1 5.185188659
#> 1401 2.391329963 47 21 1 -0.3315457582 0 2.284616499
#> 1402 4.041376134 47 22 1 -0.9884429224 1 4.238215633
#> 1403 2.439631364 47 23 1 -1.1051827292 0 2.692308332
#> 1404 4.017365744 47 24 1 -1.2198100315 1 4.070911338
#> 1405 0.931070520 47 25 1 -0.0035803084 0 0.848498226
#> 1406 1.611876242 47 26 1 0.5783349405 1 1.596951129
#> 1407 1.533623759 47 27 1 0.8687932702 1 1.647806247
#> 1408 1.855654586 47 28 1 0.3661143829 1 2.040229704
#> 1409 1.870406817 47 29 1 0.4243787949 1 1.905038368
#> 1410 2.141351102 47 30 1 2.4787458014 1 2.536588814
#> 1411 NA 48 1 1 -0.3724387561 1 -1.860587630
#> 1412 2.012571329 48 2 1 -0.5946172675 1 1.891144083
#> 1413 1.844574881 48 3 1 0.6307541157 1 1.927477400
#> 1414 2.275063957 48 4 1 0.2119804334 1 2.033588129
#> 1415 2.565685979 48 5 1 -0.0330361593 1 2.168190726
#> 1416 1.841781090 48 6 1 0.7564064385 1 1.834719214
#> 1417 1.259974082 48 7 1 -0.4849875966 0 1.146260405
#> 1418 4.774812665 48 8 1 -2.0707510705 1 5.043243077
#> 1419 4.360769154 48 9 1 -0.5269251761 1 4.389257562
#> 1420 3.436848124 48 10 1 -1.4120257927 0 3.460117575
#> 1421 1.364285267 48 11 1 0.5384820321 0 1.514635101
#> 1422 4.441216033 48 12 1 -0.9042150256 1 4.225870266
#> 1423 3.037955991 48 13 1 -0.2014581470 0 2.887106935
#> 1424 0.736026783 48 14 1 2.1614158463 1 1.180290752
#> 1425 3.451811910 48 15 1 -0.3509178272 1 3.404101115
#> 1426 1.907203213 48 16 1 -0.0485683528 0 1.896778204
#> 1427 2.711909585 48 17 1 0.3104500805 1 3.120412371
#> 1428 0.274558035 48 18 1 2.4162073731 1 0.559301148
#> 1429 2.484505982 48 19 1 0.0545532458 1 2.565488407
#> 1430 3.169434694 48 20 1 0.0839306795 1 3.059357337
#> 1431 2.935526321 48 21 1 0.2782949133 1 2.808165232
#> 1432 1.580592392 48 22 1 1.1079950410 1 1.922539667
#> 1433 1.810268742 48 23 1 0.5919460034 1 1.692281599
#> 1434 2.281658137 48 24 1 0.1072350348 1 1.845048822
#> 1435 4.054453978 48 25 1 -1.4958268140 1 3.469631999
#> 1436 1.468814788 48 26 1 1.3646727815 1 1.455974773
#> 1437 -0.763078224 48 27 1 1.3693516880 0 -0.801217467
#> 1438 2.539535933 48 28 1 -0.8747813772 1 2.220614293
#> 1439 0.847349609 48 29 1 -1.1125453200 0 0.828384272
#> 1440 2.508838067 48 30 1 0.9897022081 1 2.512201874
#> 1441 NA 49 1 1 0.9769733867 1 -0.022834094
#> 1442 1.781241466 49 2 1 1.6509074673 1 1.890837374
#> 1443 2.475528670 49 3 1 -0.1136398955 1 2.291823876
#> 1444 -0.501911979 49 4 1 1.2366750464 0 -0.343103513
#> 1445 4.441663778 49 5 1 -2.4658981938 1 4.676090144
#> 1446 1.666482719 49 6 1 -0.5388091600 0 1.865438510
#> 1447 2.429257757 49 7 1 0.2306168306 1 2.344137305
#> 1448 2.791587761 49 8 1 0.1501201312 1 3.027341641
#> 1449 3.466327181 49 9 1 -0.1972648691 1 3.472271901
#> 1450 3.939584394 49 10 1 -0.2997624966 1 3.877525779
#> 1451 3.238919125 49 11 1 0.7690522950 1 3.118880658
#> 1452 1.757676150 49 12 1 0.2263249424 0 2.013905806
#> 1453 4.575803896 49 13 1 -2.0376824944 0 4.584207497
#> 1454 2.321707114 49 14 1 0.2763155321 0 2.114715566
#> 1455 1.174573079 49 15 1 0.1467084841 0 1.290089002
#> 1456 2.491311595 49 16 1 0.3013136517 1 2.487496598
#> 1457 5.412836604 49 17 1 -1.4211084475 1 5.475378564
#> 1458 3.612941401 49 18 1 0.6851982381 1 3.624085039
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#> 1460 5.144126183 49 20 1 -1.3199965265 1 5.212145772
#> 1461 5.515333007 49 21 1 -1.1855916490 1 5.459743360
#> 1462 2.352027764 49 22 1 -0.4895328712 0 2.515928090
#> 1463 2.815397323 49 23 1 -0.1196896641 1 2.672165305
#> 1464 1.762918656 49 24 1 -0.9440576916 0 1.515098647
#> 1465 1.217119304 49 25 1 -0.7684170270 0 1.583654432
#> 1466 3.859058246 49 26 1 -1.7015798027 1 3.771079259
#> 1467 1.956746490 49 27 1 0.7626511463 1 2.023128339
#> 1468 1.506684821 49 28 1 1.0244748630 1 1.937714972
#> 1469 2.769858827 49 29 1 -1.0510732262 1 2.891431822
#> 1470 2.450731571 49 30 1 1.6755721558 1 2.689318569
#> 1471 NA 50 1 1 -0.3745808578 1 0.149938747
#> 1472 2.086192742 50 2 1 -0.0540281251 1 1.755086924
#> 1473 3.704589389 50 3 1 -1.5329020029 1 4.049610391
#> 1474 1.104855374 50 4 1 2.0375740182 1 1.076061989
#> 1475 0.004043849 50 5 1 2.5714581459 1 -0.044604420
#> 1476 2.018788439 50 6 1 0.2272919217 1 2.044199171
#> 1477 1.097142082 50 7 1 -0.2951578009 0 0.988926553
#> 1478 0.759945417 50 8 1 -0.0792117093 0 0.264026161
#> 1479 1.146885913 50 9 1 -0.6295787427 0 1.136211392
#> 1480 3.642154075 50 10 1 -0.8490611350 1 3.751728788
#> 1481 3.959390917 50 11 1 0.1207193293 1 3.677867529
#> 1482 3.323080564 50 12 1 0.7480811625 1 3.489499606
#> 1483 2.647790578 50 13 1 -0.1958892488 0 2.544599144
#> 1484 2.003667929 50 14 1 -0.1582940287 0 1.816004877
#> 1485 0.958499928 50 15 1 1.6236212077 1 1.004184589
#> 1486 2.449661328 50 16 1 0.2603614907 1 2.617673160
#> 1487 2.088123374 50 17 1 0.9553656397 1 2.219318416
#> 1488 1.909074241 50 18 1 -0.4469593090 0 1.868055357
#> 1489 0.364532267 50 19 1 0.5577309821 0 0.554567864
#> 1490 2.324021433 50 20 1 0.1612263513 1 2.272492856
#> 1491 2.161885132 50 21 1 -0.8358940534 0 2.206942818
#> 1492 2.451190842 50 22 1 0.2943533884 1 2.551791148
#> 1493 0.637207144 50 23 1 0.0740052117 0 0.892844219
#> 1494 2.225949454 50 24 1 -0.0003846487 1 2.208617975
#> 1495 0.129254264 50 25 1 0.4084885048 0 -0.121140002
#> 1496 2.259750602 50 26 1 -0.2806762797 1 2.381388225
#> 1497 0.065913689 50 27 1 0.4211471730 0 0.104957356
#> 1498 -0.485754884 50 28 1 0.9047588937 0 -0.711684545
#> 1499 1.951173826 50 29 1 0.5254124483 1 1.969896757
#> 1500 0.637387013 50 30 1 0.9149653183 0 0.677013200
#> 1501 NA 1 1 2 -0.5753469626 0 0.404690656
#> 1502 1.802656329 1 2 2 1.0527114656 1 1.366561787
#> 1503 0.128897040 1 3 2 0.1192452364 0 0.104795746
#> 1504 0.588214418 1 4 2 -0.5211173176 0 0.929566554
#> 1505 1.175054765 1 5 2 1.3011759922 1 0.860590438
#> 1506 2.572284025 1 6 2 -0.2052992575 1 2.116082005
#> 1507 2.121389595 1 7 2 0.4922285701 1 2.297089650
#> 1508 0.079502014 1 8 2 0.8719649541 0 -0.139421359
#> 1509 2.495795620 1 9 2 -0.0973692675 1 2.317530179
#> 1510 2.042193028 1 10 2 -0.8338435805 0 1.937360674
#> 1511 1.707190801 1 11 2 -0.3970305203 0 1.657080795
#> 1512 0.080689461 1 12 2 0.8636484342 0 0.218155954
#> 1513 -0.985249896 1 13 2 1.0610952533 0 -0.944676028
#> 1514 1.165036029 1 14 2 0.5397906055 1 1.386499245
#> 1515 6.500479203 1 15 2 -2.5079178022 1 6.593880944
#> 1516 3.756448544 1 16 2 0.9112096768 1 3.852378758
#> 1517 0.218033653 1 17 2 2.5754497637 1 0.322540139
#> 1518 1.509025192 1 18 2 0.7841708791 1 1.529191330
#> 1519 -2.678498763 1 19 2 2.7973911470 0 -3.053726414
#> 1520 -0.678944266 1 20 2 1.4819340159 1 -0.916626670
#> 1521 2.792878467 1 21 2 -0.6249283875 1 2.478956305
#> 1522 2.241604308 1 22 2 0.5102732511 1 2.471760969
#> 1523 2.324948788 1 23 2 0.2018374723 1 2.483551899
#> 1524 1.552516636 1 24 2 0.7412773772 1 1.558667362
#> 1525 0.844044928 1 25 2 1.3426239200 1 0.603979578
#> 1526 -1.637208432 1 26 2 1.9001363349 0 -1.670883500
#> 1527 1.606992738 1 27 2 0.0650680195 1 1.583935930
#> 1528 2.607225052 1 28 2 -0.8682240473 1 2.719419770
#> 1529 2.176333419 1 29 2 -0.2382486959 1 1.834727911
#> 1530 2.922761566 1 30 2 -0.6860240001 1 2.840950465
#> 1531 NA 2 1 2 0.6079643222 1 0.799914607
#> 1532 2.121330525 2 2 2 -1.0491770067 1 2.149899777
#> 1533 2.052014860 2 3 2 0.2436874296 1 2.040891783
#> 1534 2.764388551 2 4 2 -0.4898704531 1 2.954428636
#> 1535 1.912178781 2 5 2 0.7567747638 1 2.145966376
#> 1536 1.849978211 2 6 2 0.6511932816 1 1.911350810
#> 1537 2.235958043 2 7 2 0.2678350153 1 2.347386937
#> 1538 3.169725932 2 8 2 -0.3484724490 1 2.997893465
#> 1539 2.968013486 2 9 2 0.2161525418 1 2.973068796
#> 1540 2.715206603 2 10 2 0.5787223746 1 2.749272526
#> 1541 4.956919940 2 11 2 -1.2175999878 1 5.134904795
#> 1542 1.108867302 2 12 2 1.3805145283 0 1.299656939
#> 1543 1.338324737 2 13 2 -0.2128482786 0 1.431866443
#> 1544 0.167635472 2 14 2 0.6164557164 0 0.139077598
#> 1545 4.545419003 2 15 2 -1.5652817650 1 4.307466136
#> 1546 1.864742448 2 16 2 0.1424584320 0 1.645318818
#> 1547 2.683369822 2 17 2 -1.1852888106 0 2.739822928
#> 1548 0.310379492 2 18 2 2.2996193612 1 0.400544920
#> 1549 -3.225972555 2 19 2 2.8322260239 0 -3.232121868
#> 1550 0.004260660 2 20 2 -0.6129877549 0 -0.096106520
#> 1551 0.967365022 2 21 2 0.9571642742 1 0.808179646
#> 1552 0.731451837 2 22 2 -0.3331209012 0 0.806465525
#> 1553 2.628331539 2 23 2 -0.4271963863 1 2.966742075
#> 1554 1.556225613 2 24 2 0.7532950478 1 1.682595750
#> 1555 0.834118300 2 25 2 -0.5035252869 0 0.841259557
#> 1556 -0.030731580 2 26 2 0.1100091234 0 0.401112094
#> 1557 -0.494786693 2 27 2 0.5785892916 0 -0.596732278
#> 1558 -0.540440132 2 28 2 0.7295603610 0 -0.103846778
#> 1559 3.160281733 2 29 2 -1.5578549039 1 3.318138732
#> 1560 2.510064744 2 30 2 0.9934799821 1 2.385513284
#> 1561 NA 3 1 2 -1.6178827083 0 1.589469150
#> 1562 0.466878173 3 2 2 -1.2601552448 0 0.617471337
#> 1563 1.079520609 3 3 2 1.2324758785 1 0.933796334
#> 1564 2.329813215 3 4 2 0.0471544328 1 2.464414121
#> 1565 2.345482978 3 5 2 -1.7267303991 0 2.393225576
#> 1566 0.551210772 3 6 2 0.2737664910 0 0.443974132
#> 1567 1.687861821 3 7 2 0.6532576795 1 2.049700719
#> 1568 2.484429799 3 8 2 0.5185037659 1 2.358937157
#> 1569 2.434824301 3 9 2 0.8824651644 1 2.186053658
#> 1570 4.374172487 3 10 2 -1.0875807141 1 4.528401569
#> 1571 2.466851519 3 11 2 1.6875894829 1 2.426948131
#> 1572 -0.882832157 3 12 2 1.9662480155 0 -1.006076800
#> 1573 2.144924064 3 13 2 -0.0936367939 1 2.184646963
#> 1574 2.747868322 3 14 2 0.6165678175 1 2.457425439
#> 1575 1.750364273 3 15 2 -0.0776732006 0 1.814345957
#> 1576 5.251103387 3 16 2 -1.3894835240 1 5.341931014
#> 1577 2.511123611 3 17 2 0.1009198590 0 2.612250999
#> 1578 3.365196971 3 18 2 0.1567029874 1 3.492895037
#> 1579 5.434359010 3 19 2 -1.2187118163 1 5.591424183
#> 1580 2.895114110 3 20 2 1.1161366155 1 2.959620779
#> 1581 0.301108180 3 21 2 2.4244891412 1 0.323614017
#> 1582 2.483216942 3 22 2 -0.0659609464 1 2.617828575
#> 1583 0.445866198 3 23 2 0.2681028700 0 0.358802880
#> 1584 2.477655469 3 24 2 -0.2626705034 1 2.476196111
#> 1585 1.873294104 3 25 2 0.7166833209 1 2.114982126
#> 1586 1.500895342 3 26 2 1.1403868251 1 1.189201279
#> 1587 3.122193098 3 27 2 -1.1692066215 1 3.239107424
#> 1588 0.024042776 3 28 2 0.5002658724 0 -0.008853710
#> 1589 -0.177047866 3 29 2 0.7613098954 0 -0.360347074
#> 1590 2.850826605 3 30 2 0.0385235991 1 2.857669749
#> 1591 NA 4 1 2 -0.0555619655 1 -0.509070404
#> 1592 1.426785751 4 2 2 3.2410399349 1 1.662914737
#> 1593 2.824503254 4 3 2 -0.5160638309 1 2.713559641
#> 1594 -0.549612972 4 4 2 1.3001986777 0 -0.654154140
#> 1595 2.722825736 4 5 2 -0.6015067080 1 2.880026657
#> 1596 -0.197528545 4 6 2 1.0246732348 0 -0.512214487
#> 1597 2.268172421 4 7 2 -0.1227086610 1 2.357019808
#> 1598 1.407012759 4 8 2 -0.3906849786 0 1.333609316
#> 1599 2.699693138 4 9 2 0.2055975045 1 2.563418561
#> 1600 -0.159274060 4 10 2 1.4840309316 0 -0.153086411
#> 1601 0.378013048 4 11 2 -0.0160025272 0 0.516660645
#> 1602 2.759398764 4 12 2 -0.0283950547 1 2.768632032
#> 1603 4.083134117 4 13 2 -0.0867141350 1 4.435263347
#> 1604 7.095234026 4 14 2 -1.6921015209 1 7.245585692
#> 1605 5.376668474 4 15 2 0.2062940448 1 5.307947840
#> 1606 3.878940012 4 16 2 -0.8660377447 0 3.940906546
#> 1607 6.570839916 4 17 2 -1.7799772880 1 6.330504622
#> 1608 4.863120311 4 18 2 0.0467335275 1 5.208499829
#> 1609 3.779910932 4 19 2 0.4690319560 1 3.772663633
#> 1610 2.318655077 4 20 2 1.0365480099 1 2.449861713
#> 1611 4.281882528 4 21 2 -0.9159792437 1 4.337403489
#> 1612 3.589634525 4 22 2 -0.1152217094 1 3.491070826
#> 1613 4.475031780 4 23 2 -1.2304309254 1 4.648292859
#> 1614 1.456737781 4 24 2 -0.3125438690 0 1.476969981
#> 1615 1.228554926 4 25 2 -0.7496685841 0 1.071210218
#> 1616 1.556617205 4 26 2 0.7680813047 1 1.339660702
#> 1617 -0.339856542 4 27 2 0.8061848554 0 -0.236030426
#> 1618 1.678966615 4 28 2 0.6342502537 1 1.998996179
#> 1619 -0.613532001 4 29 2 1.1291443956 0 -0.516310824
#> 1620 2.674163121 4 30 2 0.5361489758 1 2.477371860
#> 1621 NA 5 1 2 0.5194072039 1 -1.015564748
#> 1622 0.014620929 5 2 2 -0.4168575882 0 -0.358001992
#> 1623 0.822971292 5 3 2 -0.9925071504 0 0.995924635
#> 1624 0.171495109 5 4 2 2.2930789738 1 0.435371740
#> 1625 2.601552419 5 5 2 -0.3520464566 1 2.686379055
#> 1626 1.880588297 5 6 2 0.8176594464 1 1.914369287
#> 1627 3.097666394 5 7 2 -0.4136765136 1 2.890286451
#> 1628 2.147661117 5 8 2 -1.0927872091 0 2.177077263
#> 1629 3.586696802 5 9 2 -0.6164358429 1 3.387878492
#> 1630 2.783613703 5 10 2 -1.1862065853 0 3.071519967
#> 1631 2.413710043 5 11 2 1.0749450773 1 2.484300724
#> 1632 6.764169314 5 12 2 -2.2490510903 1 6.432870397
#> 1633 1.786869893 5 13 2 1.4414617561 0 1.555910025
#> 1634 0.678156667 5 14 2 0.3687420580 0 0.642576596
#> 1635 2.291578875 5 15 2 0.2768724589 1 2.794626863
#> 1636 1.783966444 5 16 2 -0.1632849322 0 1.975275125
#> 1637 2.338858322 5 17 2 0.5898359230 1 2.377354020
#> 1638 1.243604523 5 18 2 0.0965858341 0 1.423748628
#> 1639 1.241531304 5 19 2 -0.2112469186 0 1.104385321
#> 1640 2.945031062 5 20 2 -0.1624831319 1 2.927595835
#> 1641 1.873162924 5 21 2 1.0576641709 1 1.804799350
#> 1642 3.459962392 5 22 2 -0.6505126188 1 3.468711050
#> 1643 3.004873383 5 23 2 -0.1361368722 1 2.773317033
#> 1644 0.482968680 5 24 2 0.0735986090 0 0.090839406
#> 1645 2.533564370 5 25 2 -0.4785282105 1 2.581973374
#> 1646 1.608796268 5 26 2 -1.1680916221 0 1.427473427
#> 1647 1.941385231 5 27 2 0.3073900762 1 2.249363143
#> 1648 1.858235199 5 28 2 0.4236450456 1 1.653165083
#> 1649 0.310319135 5 29 2 -0.2951078307 0 0.109843919
#> 1650 2.847307306 5 30 2 -0.5236266979 1 3.098508130
#> 1651 NA 6 1 2 0.3011533622 0 0.100858666
#> 1652 0.175266666 6 2 2 0.2982275915 0 -0.077473924
#> 1653 0.621834406 6 3 2 1.6756969324 1 0.688756122
#> 1654 -0.957537480 6 4 2 1.5475810590 0 -1.018973558
#> 1655 1.627002140 6 5 2 0.7035239028 1 1.760778549
#> 1656 2.986599666 6 6 2 -0.2097931712 1 3.171997074
#> 1657 6.123440992 6 7 2 -2.6431489520 1 6.241876948
#> 1658 0.924177724 6 8 2 1.2100105104 0 0.821080598
#> 1659 1.576324286 6 9 2 -0.7347992519 0 1.595493535
#> 1660 3.037450558 6 10 2 0.1010791514 1 2.785827430
#> 1661 6.971908860 6 11 2 -2.6016996703 1 6.873161645
#> 1662 4.188708300 6 12 2 0.0315260046 0 4.057492642
#> 1663 1.198389467 6 13 2 1.1250718923 0 0.965979753
#> 1664 1.727296838 6 14 2 0.9678592099 1 1.992564997
#> 1665 2.349280352 6 15 2 0.8215067804 1 1.748782349
#> 1666 -0.322491135 6 16 2 2.5530261135 1 -0.398741205
#> 1667 -1.062422300 6 17 2 1.0966084717 0 -1.243935377
#> 1668 0.123371692 6 18 2 0.0697662309 0 0.090187707
#> 1669 0.452893229 6 19 2 0.1870511466 0 0.304185792
#> 1670 2.010610464 6 20 2 -0.9759266928 0 2.119589527
#> 1671 2.137601275 6 21 2 0.8251497278 1 2.270608134
#> 1672 5.460001166 6 22 2 -2.0186886591 1 5.462765820
#> 1673 2.491918122 6 23 2 0.8257908317 1 3.031629934
#> 1674 -0.473628916 6 24 2 1.0630177893 0 -0.290063217
#> 1675 -0.308191389 6 25 2 0.4387217506 0 -0.255384632
#> 1676 2.286889052 6 26 2 -0.1711126523 1 2.058993810
#> 1677 2.298637667 6 27 2 0.2638060136 1 2.451878672
#> 1678 0.497572625 6 28 2 -0.2018380447 0 0.355040854
#> 1679 2.014652564 6 29 2 0.5362428184 1 1.722045860
#> 1680 3.248967730 6 30 2 -1.1512213349 1 3.055582569
#> 1681 NA 7 1 2 0.1056761941 1 3.022104185
#> 1682 2.077107963 7 2 2 0.6365696740 1 2.055910950
#> 1683 2.789550309 7 3 2 -0.4411632169 1 2.967003529
#> 1684 2.720553784 7 4 2 -0.1331509643 1 2.800330659
#> 1685 0.821587247 7 5 2 -0.1056713340 0 0.788323885
#> 1686 1.987384664 7 6 2 0.3781677722 1 2.396762471
#> 1687 2.882779901 7 7 2 -0.0929410185 1 3.098144938
#> 1688 2.411777455 7 8 2 0.7409000113 1 2.668812770
#> 1689 3.316776589 7 9 2 -0.1318027930 1 3.393338137
#> 1690 1.060783893 7 10 2 0.5329892868 0 1.093863440
#> 1691 3.405751354 7 11 2 -0.4531978300 1 3.421389098
#> 1692 1.946625349 7 12 2 0.2055612084 0 2.053310858
#> 1693 2.332063064 7 13 2 0.8344015678 1 2.108926160
#> 1694 1.660504168 7 14 2 1.2765786815 1 1.739126254
#> 1695 1.489105052 7 15 2 -0.1941524093 0 1.851509719
#> 1696 5.831634464 7 16 2 -1.8602275742 1 5.822541133
#> 1697 0.664774058 7 17 2 1.4456622411 0 0.465610117
#> 1698 3.152140996 7 18 2 -1.8484727753 0 3.539276284
#> 1699 3.444509208 7 19 2 0.2275427286 1 3.881829904
#> 1700 5.162389995 7 20 2 -1.0891451909 1 5.067313416
#> 1701 3.986508125 7 21 2 -0.0701942243 1 3.807179482
#> 1702 2.841317376 7 22 2 0.3488349702 1 2.635644332
#> 1703 5.423429546 7 23 2 -2.1741246492 1 5.332999549
#> 1704 2.618944205 7 24 2 0.4260204867 1 2.915745587
#> 1705 1.418970235 7 25 2 -0.6791122705 0 1.211932662
#> 1706 1.050633876 7 26 2 1.3052615363 1 1.365926521
#> 1707 1.815049947 7 27 2 0.5084847916 1 1.974232311
#> 1708 0.206248288 7 28 2 -0.0768658984 0 -0.001635648
#> 1709 2.401498165 7 29 2 -0.2758904748 1 2.352680629
#> 1710 2.627330884 7 30 2 0.9147522410 1 2.680799332
#> 1711 NA 8 1 2 -0.6407060083 1 -0.428615845
#> 1712 1.949461131 8 2 2 -0.4837806257 1 2.011674191
#> 1713 0.946019869 8 3 2 -0.7230659699 0 1.096189866
#> 1714 1.786306189 8 4 2 -1.7565273956 0 1.519444885
#> 1715 3.514131282 8 5 2 -1.2586486281 1 3.745340843
#> 1716 3.841476366 8 6 2 -0.9454088311 1 3.345610826
#> 1717 0.425953434 8 7 2 0.4302846964 0 0.684066387
#> 1718 0.752502093 8 8 2 1.7242622392 1 0.750975243
#> 1719 2.288676510 8 9 2 0.3100169866 1 2.394660844
#> 1720 2.511146029 8 10 2 0.5867353391 1 2.481019325
#> 1721 4.184083499 8 11 2 -0.6754822916 1 4.208841294
#> 1722 4.710363854 8 12 2 -0.1553453471 1 4.703960196
#> 1723 5.242722795 8 13 2 -0.2873407998 1 5.417760935
#> 1724 3.348894715 8 14 2 -0.2249612710 0 3.637277813
#> 1725 2.215752400 8 15 2 1.2145887945 1 2.413492795
#> 1726 -0.307476197 8 16 2 1.1310546518 0 -0.581707387
#> 1727 4.859146825 8 17 2 -1.9251452518 1 4.797526268
#> 1728 4.444190186 8 18 2 -1.6711270586 0 4.538173643
#> 1729 3.672347313 8 19 2 -1.2619004629 0 3.527386042
#> 1730 2.849358226 8 20 2 0.4577869579 1 2.623029058
#> 1731 3.592228576 8 21 2 -0.4536463741 1 3.713207248
#> 1732 2.198507293 8 22 2 0.7616395076 1 2.227958566
#> 1733 4.331836031 8 23 2 -1.4879261874 1 4.253492117
#> 1734 1.000597350 8 24 2 1.4330075108 1 1.243802590
#> 1735 4.038239380 8 25 2 -1.7029648351 1 4.268532761
#> 1736 1.975007112 8 26 2 0.8760961096 1 2.172244960
#> 1737 0.310330903 8 27 2 -0.1163584399 0 0.424825880
#> 1738 1.517973485 8 28 2 0.6873641133 1 1.653377917
#> 1739 -0.448132596 8 29 2 0.6823152451 0 -0.204850369
#> 1740 2.585571339 8 30 2 0.2380714916 1 2.112486402
#> 1741 NA 9 1 2 -0.8497043460 1 1.145681218
#> 1742 1.943988459 9 2 2 0.5168620443 1 2.060451984
#> 1743 3.481934086 9 3 2 -1.2362731189 1 3.611234909
#> 1744 3.018383761 9 4 2 -0.3887798641 1 3.104076490
#> 1745 1.181263608 9 5 2 1.6844357081 1 0.940592347
#> 1746 1.480118125 9 6 2 0.8569230109 1 1.580796088
#> 1747 -0.030940151 9 7 2 0.5353988409 0 -0.002035771
#> 1748 2.288859001 9 8 2 0.0651539326 1 2.594268388
#> 1749 4.068239220 9 9 2 -1.0396803527 1 4.121756260
#> 1750 4.104132243 9 10 2 -0.3017466639 1 3.899953027
#> 1751 5.571010090 9 11 2 -1.2229261794 1 5.915908246
#> 1752 4.694331539 9 12 2 0.5682886208 1 4.433565492
#> 1753 4.226583044 9 13 2 0.3732414342 1 4.147687449
#> 1754 4.913724530 9 14 2 -0.3218925862 1 4.969679632
#> 1755 5.865122883 9 15 2 -0.9215160429 1 6.092338705
#> 1756 3.631140906 9 16 2 -0.5272342572 0 3.489168459
#> 1757 3.172704623 9 17 2 0.4127694972 1 3.195334402
#> 1758 3.754645746 9 18 2 -0.0775389668 1 3.835236782
#> 1759 3.437161042 9 19 2 0.2855895802 1 3.322878015
#> 1760 3.568662826 9 20 2 -0.0711267337 1 3.614633925
#> 1761 -0.548342976 9 21 2 1.5753077068 0 -0.320646125
#> 1762 3.632052113 9 22 2 -1.2887162354 1 3.634863633
#> 1763 4.341572725 9 23 2 -1.1619375576 1 4.398863271
#> 1764 2.913310364 9 24 2 -0.0076368704 1 2.877896868
#> 1765 -0.763360623 9 25 2 1.2651684352 0 -0.642107011
#> 1766 1.390736603 9 26 2 0.4637961416 1 1.542273722
#> 1767 1.498971415 9 27 2 0.9255460985 1 1.349542380
#> 1768 -0.015898164 9 28 2 0.1716315069 0 0.070331551
#> 1769 2.249148400 9 29 2 -0.1172907147 1 2.294627288
#> 1770 2.836323595 9 30 2 -0.2390677595 1 2.631366744
#> 1771 NA 10 1 2 -1.0241287906 1 -0.243098210
#> 1772 1.853894317 10 2 2 0.3689645274 1 1.845338526
#> 1773 3.453307182 10 3 2 -1.2847157223 1 3.415391240
#> 1774 2.522503741 10 4 2 0.0892072231 1 2.671626886
#> 1775 -0.193861850 10 5 2 0.9113912918 0 -0.186934534
#> 1776 0.619542259 10 6 2 -0.4610383389 0 0.529066321
#> 1777 0.913516015 10 7 2 -0.5552783513 0 0.655498983
#> 1778 1.379643092 10 8 2 1.1250027458 1 1.248016943
#> 1779 2.911908188 10 9 2 -0.1843088688 1 3.226234221
#> 1780 3.369271425 10 10 2 0.0795019953 1 3.622796787
#> 1781 2.050557808 10 11 2 1.5466091542 1 1.914785204
#> 1782 -0.019155758 10 12 2 1.0106779645 0 0.150112460
#> 1783 1.867631963 10 13 2 0.4032903312 1 1.829617664
#> 1784 -0.825090852 10 14 2 1.4878378319 0 -0.887358328
#> 1785 1.675175787 10 15 2 -1.2084427204 0 1.765303631
#> 1786 0.689178965 10 16 2 1.6659909000 1 0.713818111
#> 1787 0.371207752 10 17 2 1.5933699514 1 0.277424068
#> 1788 3.286905385 10 18 2 -0.5810673806 1 3.547790179
#> 1789 1.377802656 10 19 2 1.7492473631 1 1.052654357
#> 1790 0.285558711 10 20 2 1.7791026669 1 0.380044556
#> 1791 4.898347858 10 21 2 -2.0054578182 1 4.868335599
#> 1792 1.698385937 10 22 2 1.4824027185 1 1.899864315
#> 1793 4.428699131 10 23 2 -1.5890896941 1 4.186120484
#> 1794 -0.556596955 10 24 2 1.1256676052 0 -0.423094959
#> 1795 1.461902585 10 25 2 0.3603572379 1 1.716701519
#> 1796 1.848086528 10 26 2 0.4771142454 1 1.800642044
#> 1797 1.712813018 10 27 2 0.6482297737 1 1.564769319
#> 1798 2.549473030 10 28 2 -0.8301085743 1 2.341021040
#> 1799 0.263553945 10 29 2 -0.3446758639 0 0.205609773
#> 1800 2.681717492 10 30 2 0.0692353265 1 2.473965339
#> 1801 NA 11 1 2 0.1176465971 1 -0.478543238
#> 1802 2.126039321 11 2 2 -0.2153805076 1 1.845366106
#> 1803 2.980124059 11 3 2 -0.5739734793 1 2.727937010
#> 1804 -0.068648555 11 4 2 0.8450130041 0 0.198378009
#> 1805 2.167756043 11 5 2 0.2374302725 1 2.233113146
#> 1806 0.264349636 11 6 2 2.4167733538 1 0.351792428
#> 1807 0.402876583 11 7 2 1.7795029098 1 0.465082022
#> 1808 -1.291575940 11 8 2 1.9754190540 0 -1.104607879
#> 1809 1.432799108 11 9 2 0.9672672602 1 1.298585289
#> 1810 1.972911600 11 10 2 0.9612641518 1 1.966557917
#> 1811 3.103608412 11 11 2 -1.4152819198 0 3.582249207
#> 1812 5.107250156 11 12 2 -0.5179824302 1 5.366516935
#> 1813 4.936926838 11 13 2 -1.0416732943 0 5.263842597
#> 1814 5.562961726 11 14 2 -1.6679280458 0 5.711074986
#> 1815 4.795240602 11 15 2 -1.2289861776 0 4.771647033
#> 1816 6.093716728 11 16 2 -1.1392006400 1 6.050091377
#> 1817 3.526390320 11 17 2 -0.4140158630 0 3.461478853
#> 1818 3.827387071 11 18 2 0.0547365251 1 3.850571492
#> 1819 4.182101843 11 19 2 -0.1640900041 1 3.962837714
#> 1820 1.147605997 11 20 2 0.5351379605 0 1.097999232
#> 1821 3.586744889 11 21 2 -0.6431947916 1 3.662140687
#> 1822 0.891903495 11 22 2 0.3851548237 0 1.171066353
#> 1823 1.876379316 11 23 2 0.4195830393 1 1.870576721
#> 1824 1.385324030 11 24 2 0.8830023110 1 1.178325128
#> 1825 3.023690078 11 25 2 -0.5836394406 1 2.937608154
#> 1826 3.177562949 11 26 2 -0.4914053002 1 3.062103470
#> 1827 0.708961525 11 27 2 -0.1502093742 0 0.419404059
#> 1828 2.342889373 11 28 2 -0.2901591198 1 2.432464613
#> 1829 2.100102308 11 29 2 0.1116204982 1 2.227757210
#> 1830 2.644200159 11 30 2 1.3259083426 1 2.885934394
#> 1831 NA 12 1 2 -0.9474746142 1 -0.710417122
#> 1832 1.944592968 12 2 2 0.0652930335 1 1.877130021
#> 1833 1.774711784 12 3 2 0.6179858172 1 1.759789006
#> 1834 1.524540650 12 4 2 0.9625279685 1 2.007909574
#> 1835 1.457747472 12 5 2 1.2181086103 1 1.569199613
#> 1836 4.251083625 12 6 2 -1.6510488957 1 4.501533363
#> 1837 0.974519456 12 7 2 0.2864244196 0 0.781702796
#> 1838 2.848196613 12 8 2 -0.2814821150 1 3.055072341
#> 1839 3.392643940 12 9 2 -0.1082800912 1 2.966020532
#> 1840 2.936038690 12 10 2 -1.4564659171 0 2.671380225
#> 1841 3.175808164 12 11 2 0.3183902604 1 3.092213141
#> 1842 4.427004457 12 12 2 -0.2940953272 1 4.284924656
#> 1843 7.208432107 12 13 2 -1.7283045153 1 7.095562643
#> 1844 6.569129561 12 14 2 -0.4368299769 1 6.566440836
#> 1845 2.305211689 12 15 2 0.7422970242 0 2.598539978
#> 1846 3.265265912 12 16 2 0.1436232347 1 3.476017315
#> 1847 4.095383503 12 17 2 -0.2121505321 1 3.779509451
#> 1848 6.733514318 12 18 2 -2.1112083733 1 6.937739948
#> 1849 5.193528533 12 19 2 -0.1629267107 1 5.242251503
#> 1850 2.682341923 12 20 2 -0.3719448752 0 2.698440156
#> 1851 4.965417686 12 21 2 -1.4368434437 1 4.979191840
#> 1852 -0.011916461 12 22 2 1.3416402950 0 -0.242383956
#> 1853 1.235854472 12 23 2 -0.9929283498 0 1.219076741
#> 1854 1.462675505 12 24 2 0.6120834609 1 1.624147700
#> 1855 4.552494248 12 25 2 -1.9940787873 1 4.294265260
#> 1856 4.110661158 12 26 2 -1.3193853133 1 3.937380702
#> 1857 -0.136380190 12 27 2 1.0403770193 0 -0.142081642
#> 1858 2.826884906 12 28 2 -1.3191257242 1 2.749138011
#> 1859 2.236107535 12 29 2 -0.2834053150 1 2.349048730
#> 1860 2.969848484 12 30 2 -0.6981666346 1 2.931330481
#> 1861 NA 13 1 2 -0.4905574437 1 -0.211244628
#> 1862 2.040162371 13 2 2 -0.0340672537 1 1.964347649
#> 1863 -0.588555271 13 3 2 1.1098481389 0 -0.384748019
#> 1864 1.469814342 13 4 2 0.6843094294 1 1.386224740
#> 1865 3.724380036 13 5 2 -1.3387742872 1 3.621573592
#> 1866 3.474528035 13 6 2 -0.4639872430 1 3.771304119
#> 1867 3.002587332 13 7 2 0.1263158585 1 2.855508307
#> 1868 4.409975139 13 8 2 -1.3229511128 1 4.239562380
#> 1869 4.283944318 13 9 2 -0.6984206676 1 4.270753061
#> 1870 4.725904484 13 10 2 -0.7817397115 1 4.642428416
#> 1871 3.473097704 13 11 2 0.8464362856 1 3.587746197
#> 1872 1.810304873 13 12 2 0.3978422088 0 1.745698465
#> 1873 2.485536495 13 13 2 0.6418300277 1 2.870533862
#> 1874 3.247637206 13 14 2 0.4574620794 1 3.593126593
#> 1875 2.191854165 13 15 2 -0.0829199423 0 2.048333565
#> 1876 2.890069294 13 16 2 -1.0995509417 0 3.010070006
#> 1877 3.709389026 13 17 2 -0.0365372222 1 3.634684524
#> 1878 3.929933176 13 18 2 -1.4986982545 0 3.855345251
#> 1879 2.061748450 13 19 2 1.3985720063 1 1.932605725
#> 1880 4.454349864 13 20 2 -1.0255422485 1 3.935054380
#> 1881 1.831523148 13 21 2 1.3953134389 1 1.816196897
#> 1882 3.903696734 13 22 2 -0.9571704712 1 4.029602296
#> 1883 5.792326970 13 23 2 -2.1645470853 1 5.733825052
#> 1884 2.762439578 13 24 2 0.4147007068 1 2.711618747
#> 1885 -1.419361036 13 25 2 1.9022097714 0 -1.352296430
#> 1886 0.554958976 13 26 2 1.2954257908 1 0.571076697
#> 1887 1.883510586 13 27 2 0.2925586849 1 2.114426736
#> 1888 2.771267598 13 28 2 -0.9670319027 1 2.896752984
#> 1889 0.510158218 13 29 2 -0.5910171645 0 0.545245811
#> 1890 2.978978918 13 30 2 -0.7494084445 1 2.930446699
#> 1891 NA 14 1 2 -0.2560921922 1 1.641784471
#> 1892 1.770081816 14 2 2 2.1284518990 1 1.766273151
#> 1893 1.727665835 14 3 2 0.7075883538 1 1.666752499
#> 1894 3.697761431 14 4 2 -1.3952743498 1 3.769974415
#> 1895 2.309285165 14 5 2 0.6608202978 1 2.196038201
#> 1896 1.855005250 14 6 2 0.8253798628 1 1.472755020
#> 1897 1.179629122 14 7 2 1.2722667795 1 0.982327760
#> 1898 0.937199066 14 8 2 -0.2393515671 0 0.993337541
#> 1899 3.046359493 14 9 2 -0.2759451684 1 3.110890711
#> 1900 1.228947484 14 10 2 0.3204023143 0 0.973104533
#> 1901 2.634391394 14 11 2 0.1781901884 1 2.170241162
#> 1902 4.350950675 14 12 2 -0.5502237415 1 4.453769005
#> 1903 7.068488580 14 13 2 -1.5293105312 1 6.712950111
#> 1904 6.149109157 14 14 2 -1.6177737654 0 6.145593274
#> 1905 4.084740825 14 15 2 0.7898179218 1 4.232926926
#> 1906 2.898590933 14 16 2 0.9035164264 1 2.572192862
#> 1907 2.974061231 14 17 2 0.3650187514 1 3.194480550
#> 1908 3.240442479 14 18 2 -1.1014834389 0 3.199120265
#> 1909 0.514180556 14 19 2 0.8983962407 0 0.286807054
#> 1910 1.336170219 14 20 2 -0.5824016746 0 1.332989954
#> 1911 1.056236998 14 21 2 -0.1907034326 0 1.126239265
#> 1912 0.393477466 14 22 2 0.1667812884 0 0.417321336
#> 1913 2.976962077 14 23 2 -0.6375687651 1 3.323694884
#> 1914 3.103266140 14 24 2 -0.2798823971 1 3.376918940
#> 1915 -0.925135753 14 25 2 3.3903708213 1 -0.849651674
#> 1916 1.192644910 14 26 2 -1.4202194917 0 1.265949757
#> 1917 -0.243339345 14 27 2 0.6687513994 0 -0.046682017
#> 1918 0.196863897 14 28 2 -0.1446110701 0 -0.101025883
#> 1919 2.484968765 14 29 2 -0.3159369312 1 2.342796362
#> 1920 1.034697763 14 30 2 -0.6196150527 0 0.980781509
#> 1921 NA 15 1 2 1.8438620052 0 0.301846721
#> 1922 0.138575032 15 2 2 -0.7413360963 0 0.495252865
#> 1923 0.393835003 15 3 2 -0.3636572971 0 0.081746629
#> 1924 1.309682051 15 4 2 0.8496430456 1 1.067041408
#> 1925 2.843804587 15 5 2 -0.5229123763 1 2.712106652
#> 1926 2.189630192 15 6 2 0.5101325469 1 2.243000103
#> 1927 1.526964215 15 7 2 -0.7184662213 0 1.438761680
#> 1928 0.924457354 15 8 2 -0.2140412400 0 0.674679057
#> 1929 -0.353215703 15 9 2 1.1146485454 0 -0.547628510
#> 1930 2.604789322 15 10 2 -0.4447819783 1 2.742100485
#> 1931 4.616732686 15 11 2 -0.8752554775 1 4.499200885
#> 1932 2.621780379 15 12 2 0.0912673835 0 2.775975748
#> 1933 3.870003556 15 13 2 0.0016836885 1 4.103435953
#> 1934 2.049551462 15 14 2 0.2796278624 0 1.630500930
#> 1935 3.471167915 15 15 2 -0.2677064216 1 3.589473495
#> 1936 1.711633309 15 16 2 1.4837794887 1 1.791492550
#> 1937 2.143119955 15 17 2 0.6651598757 1 1.941862547
#> 1938 1.844844134 15 18 2 0.9860582211 1 1.804358312
#> 1939 5.227133572 15 19 2 -1.6484948184 1 5.111800381
#> 1940 3.613984890 15 20 2 0.3428883929 1 3.508261291
#> 1941 4.027819891 15 21 2 -0.5246711995 1 3.904585504
#> 1942 3.361766974 15 22 2 -0.1000139589 1 3.362658354
#> 1943 3.286127490 15 23 2 -0.3906352515 1 2.975793986
#> 1944 2.714692725 15 24 2 -0.1090375092 1 2.571090473
#> 1945 2.298515193 15 25 2 0.2074804074 1 2.791354140
#> 1946 3.401008711 15 26 2 -0.9388959197 1 3.524172544
#> 1947 2.927666562 15 27 2 -0.5941776416 1 3.144103270
#> 1948 1.267677788 15 28 2 -1.7981325564 0 1.403434919
#> 1949 0.112049839 15 29 2 -0.0081521523 0 0.220362779
#> 1950 3.063747455 15 30 2 -1.5849912682 1 2.852695037
#> 1951 NA 16 1 2 -0.6519499017 1 0.487329123
#> 1952 2.464188985 16 2 2 -1.0959962671 1 2.357684577
#> 1953 2.614910342 16 3 2 0.0597499374 1 2.646066711
#> 1954 3.178413655 16 4 2 -0.4465572164 1 2.999906565
#> 1955 2.339527224 16 5 2 0.6837455219 1 2.376575775
#> 1956 3.542023945 16 6 2 -0.5894810385 1 3.598665235
#> 1957 3.796888977 16 7 2 -0.4503386239 1 4.047490557
#> 1958 3.442548442 16 8 2 0.1516805045 1 3.552219136
#> 1959 3.172045198 16 9 2 0.5500439612 1 3.337472839
#> 1960 2.388449115 16 10 2 1.3700039940 1 2.901271922
#> 1961 0.782744047 16 11 2 0.9411658067 0 0.893628678
#> 1962 5.793392713 16 12 2 -1.9617075989 1 5.642701283
#> 1963 3.340490634 16 13 2 0.2502478213 0 3.339448062
#> 1964 1.637589096 16 14 2 1.8778640211 1 1.521178197
#> 1965 2.175418992 16 15 2 -0.5918921022 0 2.375538626
#> 1966 -1.146990615 16 16 2 1.9507210064 0 -1.095355089
#> 1967 -1.613993453 16 17 2 1.3178208837 0 -1.853402656
#> 1968 1.492234252 16 18 2 -1.0984900071 0 1.282890679
#> 1969 2.845375373 16 19 2 0.2285569733 1 2.716720231
#> 1970 4.138211762 16 20 2 -0.4509346471 1 4.217960493
#> 1971 -0.144306578 16 21 2 3.1840444741 1 -0.392473088
#> 1972 1.399679458 16 22 2 0.7685074319 1 1.344661764
#> 1973 1.480979838 16 23 2 0.8567854738 1 1.463797299
#> 1974 2.229471003 16 24 2 0.2293954957 1 1.806331832
#> 1975 -0.271608814 16 25 2 0.8498066475 0 -0.014859892
#> 1976 1.638842566 16 26 2 0.6289649925 1 1.565840376
#> 1977 1.289696103 16 27 2 1.5804318370 1 1.405650328
#> 1978 3.363571559 16 28 2 -1.6885424746 1 3.335212109
#> 1979 0.123880650 16 29 2 0.2074951407 0 -0.007513032
#> 1980 0.836834183 16 30 2 0.8196281375 0 0.764720098
#> 1981 NA 17 1 2 0.2353865723 0 0.838735792
#> 1982 0.076533004 17 2 2 0.0377883992 0 0.191608243
#> 1983 2.670107145 17 3 2 -0.7045964637 1 2.836624491
#> 1984 0.445438594 17 4 2 0.1748027002 0 0.653172813
#> 1985 0.428591382 17 5 2 -0.0608219547 0 0.306873124
#> 1986 1.347174117 17 6 2 -0.9967807422 0 1.705717923
#> 1987 -2.054698466 17 7 2 2.3974524800 0 -2.193663792
#> 1988 0.192590894 17 8 2 1.7123049773 1 0.121438359
#> 1989 1.411183523 17 9 2 1.2366758001 1 1.596277213
#> 1990 0.286924809 17 10 2 0.6732538634 0 0.180485342
#> 1991 0.259641585 17 11 2 0.1705880818 0 0.353068387
#> 1992 4.127496675 17 12 2 -1.1198997214 1 3.984045736
#> 1993 3.751018734 17 13 2 0.5638673903 1 3.722570306
#> 1994 4.288134103 17 14 2 -0.0040606534 1 4.025459778
#> 1995 4.715284859 17 15 2 -0.3683525751 1 4.721923734
#> 1996 3.197360816 17 16 2 0.7976006576 1 3.231237734
#> 1997 3.839335383 17 17 2 -0.0954875904 1 3.857280417
#> 1998 5.012464698 17 18 2 -0.7995139536 1 5.463013161
#> 1999 2.274223243 17 19 2 1.6535472347 1 2.514261858
#> 2000 2.548064101 17 20 2 0.5142301202 1 2.888844778
#> 2001 3.285573039 17 21 2 -0.0500372679 1 3.463829304
#> 2002 3.860075910 17 22 2 -0.5758595679 1 3.676885378
#> 2003 4.316719353 17 23 2 -1.1037521360 1 4.640561008
#> 2004 2.935400184 17 24 2 0.0488888907 1 3.102241922
#> 2005 1.343187630 17 25 2 1.2245603121 1 1.294413427
#> 2006 3.427073050 17 26 2 -1.2621945494 1 3.525196361
#> 2007 2.542420497 17 27 2 -0.0039889443 1 2.516307109
#> 2008 1.487763575 17 28 2 1.1025651994 1 1.379699687
#> 2009 -0.895846041 17 29 2 1.5324236216 0 -0.575068235
#> 2010 0.729572741 17 30 2 0.1923696467 0 0.978592497
#> 2011 NA 18 1 2 0.0779608496 1 2.071741513
#> 2012 1.874114576 18 2 2 0.3104807494 1 1.857768347
#> 2013 2.801010398 18 3 2 -0.7172181616 1 2.728081877
#> 2014 2.289544824 18 4 2 0.0745511772 1 2.138159274
#> 2015 -0.161523650 18 5 2 0.6329607130 0 0.089484971
#> 2016 -0.088517482 18 6 2 0.1444757047 0 -0.102025046
#> 2017 1.968998333 18 7 2 0.0111291872 1 2.008031701
#> 2018 1.014098036 18 8 2 -0.3261438925 0 0.976781721
#> 2019 2.417279748 18 9 2 0.1390978572 1 2.489165776
#> 2020 1.010467355 18 10 2 0.0721667524 0 0.985810670
#> 2021 3.894159027 18 11 2 -1.0634979064 1 3.961389858
#> 2022 6.103496934 18 12 2 -1.3277554756 1 6.212309452
#> 2023 5.275418786 18 13 2 0.1894262375 1 5.260302609
#> 2024 5.237590431 18 14 2 -0.2784540250 1 4.837006811
#> 2025 6.941610834 18 15 2 -1.8526168242 1 6.980944689
#> 2026 2.415273563 18 16 2 1.8432662546 1 2.432770913
#> 2027 0.932828962 18 17 2 0.1962780455 0 1.045285564
#> 2028 2.560838006 18 18 2 0.0798738187 1 2.431079292
#> 2029 1.275077135 18 19 2 1.4152763499 1 1.137069591
#> 2030 3.013597671 18 20 2 -0.3343380522 1 2.921649866
#> 2031 3.587737302 18 21 2 -0.4437493119 1 3.720244429
#> 2032 3.045884304 18 22 2 -0.0100976720 1 3.137863821
#> 2033 1.101338815 18 23 2 1.1612892557 1 1.044611601
#> 2034 0.812766079 18 24 2 0.9432244684 1 0.549582742
#> 2035 2.704737334 18 25 2 -0.7018044335 1 2.493005577
#> 2036 2.825502820 18 26 2 -0.5518704133 1 2.322867854
#> 2037 1.518719792 18 27 2 0.8478427689 1 1.430312510
#> 2038 2.254971192 18 28 2 -0.5766189242 1 2.290170663
#> 2039 2.803014537 18 29 2 -1.3579978310 1 2.710422679
#> 2040 0.611568284 18 30 2 0.2071719742 0 0.686783445
#> 2041 NA 19 1 2 -0.9618566341 1 0.775618842
#> 2042 -0.031722277 19 2 2 0.4365234789 0 -0.135926899
#> 2043 -0.860499875 19 3 2 0.8846504990 0 -0.678071348
#> 2044 1.580998832 19 4 2 0.4281667650 1 1.786451002
#> 2045 1.289415308 19 5 2 1.3355176151 1 1.448957290
#> 2046 0.522168758 19 6 2 -0.0143074132 0 0.856978333
#> 2047 0.545322908 19 7 2 1.6335684214 1 0.728988578
#> 2048 2.170672420 19 8 2 0.3730046558 1 2.148104617
#> 2049 2.660939562 19 9 2 0.4102750965 1 2.720378428
#> 2050 2.876853942 19 10 2 -1.5077573175 0 2.998676399
#> 2051 3.396162325 19 11 2 -1.3880490476 0 3.403829026
#> 2052 3.357651745 19 12 2 -0.8536236967 0 3.068515873
#> 2053 3.125073484 19 13 2 -0.7328538063 0 3.437243572
#> 2054 3.430981017 19 14 2 0.4749117140 1 3.559906566
#> 2055 5.596601769 19 15 2 -1.1696152604 1 5.864572177
#> 2056 2.987411152 19 16 2 1.2464239087 1 3.030252780
#> 2057 -1.945889230 19 17 2 2.4879978772 0 -1.562994549
#> 2058 0.304303836 19 18 2 -0.3227463618 0 0.289248540
#> 2059 1.971139668 19 19 2 0.4199516038 1 1.752528650
#> 2060 3.088038262 19 20 2 -0.1055599088 1 3.337717122
#> 2061 2.952729666 19 21 2 0.2998652501 1 3.237240592
#> 2062 5.215135523 19 22 2 -1.7786591487 1 4.768469828
#> 2063 2.642175153 19 23 2 0.3983627156 1 2.830445800
#> 2064 2.697946504 19 24 2 -0.1093171232 1 2.662006792
#> 2065 0.972097113 19 25 2 -0.3511962296 0 1.168046018
#> 2066 3.295616371 19 26 2 -1.1827995068 1 3.402614460
#> 2067 0.586430140 19 27 2 -0.1001165259 0 0.665776861
#> 2068 3.166782126 19 28 2 -1.8516917296 1 3.256093902
#> 2069 2.123030552 19 29 2 -0.1996190506 1 2.274342063
#> 2070 2.800586854 19 30 2 -0.0433473543 1 3.005001569
#> 2071 NA 20 1 2 -0.0713080861 1 -1.427111353
#> 2072 2.072803617 20 2 2 -0.4583653327 1 2.078818744
#> 2073 3.392162406 20 3 2 -1.0155925786 1 3.540753332
#> 2074 2.742478092 20 4 2 0.0246749828 1 2.425098742
#> 2075 2.702474906 20 5 2 0.0072900903 1 2.526145178
#> 2076 2.690764196 20 6 2 -1.7902812373 0 2.584246143
#> 2077 4.509367935 20 7 2 -1.4385066449 1 4.694977468
#> 2078 3.811405898 20 8 2 -0.2276840649 1 3.502254970
#> 2079 3.991449699 20 9 2 -0.5584569123 1 3.741714412
#> 2080 3.745558173 20 10 2 0.0261002253 1 4.207689549
#> 2081 1.800266804 20 11 2 2.0867174345 1 1.392179171
#> 2082 4.158748152 20 12 2 -0.6933045279 1 3.839355500
#> 2083 3.135671537 20 13 2 0.9863658599 1 3.364322556
#> 2084 4.574459200 20 14 2 -0.2790721708 1 4.593655939
#> 2085 4.560494366 20 15 2 -1.4420346464 0 4.606931184
#> 2086 4.549079630 20 16 2 -0.1318749118 1 4.425437545
#> 2087 3.619917238 20 17 2 0.4310989281 1 4.043984795
#> 2088 3.887221312 20 18 2 0.1464171787 1 4.011484064
#> 2089 1.064092678 20 19 2 0.7212208071 0 0.687971627
#> 2090 1.691166880 20 20 2 -0.7305096728 0 1.520897801
#> 2091 4.842954777 20 21 2 -1.5684246208 1 5.021885784
#> 2092 4.605426998 20 22 2 -0.7776214429 1 4.661008193
#> 2093 2.763982000 20 23 2 0.3623521576 1 3.145323555
#> 2094 2.821788455 20 24 2 -0.0703769216 1 2.918932641
#> 2095 2.640574778 20 25 2 -1.7271210366 0 2.895925331
#> 2096 2.107666015 20 26 2 0.6206635577 1 1.798757799
#> 2097 0.558493151 20 27 2 -0.2796299070 0 0.423089873
#> 2098 0.221019087 20 28 2 -0.1128632394 0 0.074750868
#> 2099 -0.129770212 20 29 2 0.6315231278 0 -0.045826471
#> 2100 2.941410051 20 30 2 -0.5101604414 1 2.575135379
#> 2101 NA 21 1 2 1.4445508584 1 -1.033511335
#> 2102 2.076884846 21 2 2 -1.0633261340 1 1.839926355
#> 2103 0.484701407 21 3 2 1.9552939655 1 0.697085271
#> 2104 3.673870830 21 4 2 -1.6674750976 1 3.464059881
#> 2105 1.824823203 21 5 2 1.0175586370 1 1.900393453
#> 2106 2.508697799 21 6 2 0.0345510671 1 2.391162601
#> 2107 2.930782544 21 7 2 -0.1905168020 1 2.834442444
#> 2108 2.992091258 21 8 2 0.0204507085 1 3.281776717
#> 2109 2.762493762 21 9 2 0.6053706689 1 2.613047265
#> 2110 3.569101553 21 10 2 -0.3164158682 1 3.064417782
#> 2111 2.535996997 21 11 2 -0.6785031454 0 2.280400552
#> 2112 3.019687380 21 12 2 0.3823051425 1 3.108845356
#> 2113 1.531557462 21 13 2 1.7386337669 1 1.161799968
#> 2114 -0.181419266 21 14 2 0.8134003741 0 -0.412397737
#> 2115 -1.263057172 21 15 2 1.0543222720 0 -1.092725731
#> 2116 1.240406029 21 16 2 0.4770372383 1 1.038553694
#> 2117 2.519974367 21 17 2 0.1887531093 1 2.668876836
#> 2118 0.342036795 21 18 2 2.3050619820 1 0.228653878
#> 2119 2.070092556 21 19 2 -1.1969352122 0 1.601446992
#> 2120 0.313881940 21 20 2 1.9050435849 1 0.267503222
#> 2121 1.733467134 21 21 2 0.4903026427 1 1.739358429
#> 2122 2.477963041 21 22 2 0.1250338837 1 2.719464033
#> 2123 3.703179199 21 23 2 -0.8525256703 1 3.308128541
#> 2124 1.270116427 21 24 2 -0.4843190876 0 1.614715702
#> 2125 3.116090150 21 25 2 -0.7365782323 1 2.822076034
#> 2126 2.121705019 21 26 2 0.4463130166 1 2.277056586
#> 2127 1.701282859 21 27 2 0.7844382453 1 1.626236349
#> 2128 1.250170253 21 28 2 1.3210692672 1 0.972270670
#> 2129 0.885924491 21 29 2 1.7620209034 1 0.982384827
#> 2130 2.906492921 21 30 2 -0.8234186138 1 2.823185238
#> 2131 NA 22 1 2 0.4515040531 1 -1.589455114
#> 2132 1.692398274 22 2 2 1.2631851761 1 2.169889755
#> 2133 0.528125121 22 3 2 -0.0903195940 0 0.364448913
#> 2134 1.519670865 22 4 2 0.7364959648 1 1.518702329
#> 2135 1.608545027 22 5 2 -1.1884340351 0 1.543213354
#> 2136 2.348736804 22 6 2 0.1902303157 1 2.330951514
#> 2137 0.376501840 22 7 2 0.3784239036 0 0.214545310
#> 2138 2.150692702 22 8 2 0.3140576635 1 2.336179797
#> 2139 3.575792057 22 9 2 -0.5063335422 1 3.613208396
#> 2140 3.775220990 22 10 2 -0.1023465135 1 3.669688308
#> 2141 6.288205006 22 11 2 -1.8555716539 1 6.243507144
#> 2142 4.351935552 22 12 2 0.9821130025 1 3.997678131
#> 2143 3.315223309 22 13 2 0.8811788089 1 3.968787218
#> 2144 3.126158546 22 14 2 0.9044354644 1 2.849453739
#> 2145 4.530221605 22 15 2 -0.5973300914 1 4.664853728
#> 2146 5.716080797 22 16 2 -0.9719942115 1 5.832991891
#> 2147 6.650830204 22 17 2 -1.3422431253 1 6.717373992
#> 2148 6.550758175 22 18 2 -1.1246036713 1 6.751046025
#> 2149 4.537376283 22 19 2 0.3001315669 1 4.200470556
#> 2150 3.379023749 22 20 2 0.3326217315 1 3.170713453
#> 2151 1.470413900 22 21 2 -0.0961632011 0 1.228321206
#> 2152 3.412305421 22 22 2 -0.7063214924 1 3.659235998
#> 2153 -1.535750493 22 23 2 1.9536678799 0 -1.615113922
#> 2154 -0.185678345 22 24 2 -0.1383363285 0 -0.324142940
#> 2155 1.280032949 22 25 2 0.6224097829 1 1.062395747
#> 2156 1.844387748 22 26 2 0.4218846933 1 2.077425782
#> 2157 3.478300412 22 27 2 -1.5846166446 1 3.267022396
#> 2158 1.808143760 22 28 2 0.6622542969 1 1.684616706
#> 2159 1.833538869 22 29 2 0.4260143626 1 1.723119524
#> 2160 2.637700963 22 30 2 0.8518564033 1 2.627716754
#> 2161 NA 23 1 2 0.0412329220 0 -2.848546770
#> 2162 1.773684222 23 2 2 -0.3496503880 1 1.752247321
#> 2163 0.031772137 23 3 2 0.2145388266 0 0.030778331
#> 2164 1.646374636 23 4 2 0.3860265683 1 1.569217149
#> 2165 3.032420685 23 5 2 -0.7216044404 1 3.155400971
#> 2166 2.554042089 23 6 2 0.1747263970 1 2.334110005
#> 2167 2.304835183 23 7 2 0.3000385452 1 2.286853436
#> 2168 1.521797405 23 8 2 1.3282146960 1 1.609885731
#> 2169 2.087499758 23 9 2 -1.4205655047 0 2.292098354
#> 2170 4.278903483 23 10 2 -1.1815592271 1 4.042707627
#> 2171 1.445801507 23 11 2 0.5332593628 0 1.626751603
#> 2172 4.136927648 23 12 2 -0.7273835291 1 3.907422263
#> 2173 5.227878568 23 13 2 -1.9436509013 0 5.690122802
#> 2174 5.130955694 23 14 2 0.0026916612 1 5.064607780
#> 2175 3.436689092 23 15 2 0.7894598528 1 3.521373659
#> 2176 3.993883396 23 16 2 -0.1852021694 1 3.822115703
#> 2177 1.832360003 23 17 2 0.0028560476 0 2.239998415
#> 2178 3.614100616 23 18 2 -0.3054696399 1 3.494428782
#> 2179 4.859335267 23 19 2 -0.9544489352 1 4.772802607
#> 2180 3.575071995 23 20 2 0.2306336405 1 3.755576775
#> 2181 2.780600682 23 21 2 0.4685251225 1 2.858249268
#> 2182 2.929846063 23 22 2 -0.0435694858 1 2.429124269
#> 2183 2.695793079 23 23 2 -0.1642708321 1 2.516964763
#> 2184 2.487999880 23 24 2 -0.0687656423 1 2.744999957
#> 2185 0.834186355 23 25 2 -0.2907159892 0 1.172511965
#> 2186 1.713620241 23 26 2 0.4424647721 1 1.322015459
#> 2187 1.708432350 23 27 2 0.4783661478 1 1.596271245
#> 2188 -0.250413025 23 28 2 0.4413831984 0 -0.235353355
#> 2189 2.114174605 23 29 2 -0.0137534165 1 1.903526389
#> 2190 3.000671832 23 30 2 -1.4261846729 1 2.818656165
#> 2191 NA 24 1 2 -0.4224968323 0 1.290733928
#> 2192 2.118216771 24 2 2 -0.8655128627 1 2.288057725
#> 2193 2.981714282 24 3 2 -0.7385277047 1 2.728620081
#> 2194 2.674991838 24 4 2 -0.2656516253 1 2.309790411
#> 2195 1.114350575 24 5 2 1.5192177114 1 1.154582069
#> 2196 1.452747741 24 6 2 -1.0550170426 0 1.497020300
#> 2197 3.568679003 24 7 2 -1.0056362595 1 3.515922684
#> 2198 2.991228709 24 8 2 0.1213183775 1 3.038357804
#> 2199 3.057727747 24 9 2 0.1279929657 1 3.003768684
#> 2200 2.807874010 24 10 2 0.4986580438 1 2.845931149
#> 2201 3.145269772 24 11 2 0.3102302561 1 3.398532306
#> 2202 3.457250159 24 12 2 -0.9968389824 0 3.456560799
#> 2203 2.139766981 24 13 2 1.3995761854 1 2.097335116
#> 2204 5.033727590 24 14 2 -1.1766921577 1 4.761824719
#> 2205 2.283723836 24 15 2 1.5164906017 1 2.507725624
#> 2206 -0.404540086 24 16 2 1.2209637083 0 -0.464594392
#> 2207 2.457247467 24 17 2 -0.2213261532 1 2.491027635
#> 2208 3.988043320 24 18 2 -0.5167594497 1 4.025599212
#> 2209 4.396822980 24 19 2 -0.4580180681 1 4.285798855
#> 2210 4.006631626 24 20 2 -1.6918624149 0 4.434420533
#> 2211 4.812077640 24 21 2 -0.9823706359 1 4.909855924
#> 2212 4.004876462 24 22 2 -0.4679259739 1 4.262650618
#> 2213 5.251351981 24 23 2 -1.8248975842 1 5.456776809
#> 2214 5.944166881 24 24 2 -2.3137357739 1 5.733950647
#> 2215 1.389818626 24 25 2 -0.2142115342 0 1.798772857
#> 2216 1.736567267 24 26 2 0.5572457464 1 1.988073597
#> 2217 1.874652744 24 27 2 0.3935663730 1 1.767085810
#> 2218 -0.699566280 24 28 2 1.1837459123 0 -0.904679485
#> 2219 2.350875500 24 29 2 -0.3075569096 1 2.496395032
#> 2220 2.607834526 24 30 2 0.4402989420 1 2.655353903
#> 2221 NA 25 1 2 -2.0532472215 0 -0.493723874
#> 2222 1.976207016 25 2 2 -0.2362795689 1 1.972207329
#> 2223 2.852366105 25 3 2 -0.5743886898 1 2.683492245
#> 2224 2.403263553 25 4 2 0.1181445110 1 2.424548819
#> 2225 2.252700877 25 5 2 0.3773879730 1 2.246276361
#> 2226 2.135306827 25 6 2 0.4761332783 1 2.314355110
#> 2227 0.718973360 25 7 2 0.0192592746 0 0.935924813
#> 2228 1.876994258 25 8 2 0.7128423200 1 1.994553941
#> 2229 1.237135683 25 9 2 1.9458512177 1 0.955075416
#> 2230 3.742531309 25 10 2 -1.0389564403 1 3.627609079
#> 2231 5.602656200 25 11 2 -1.3538343357 1 5.562391321
#> 2232 6.712253221 25 12 2 -1.0416888590 1 6.681169923
#> 2233 6.039668958 25 13 2 -0.0560559462 1 6.019693915
#> 2234 7.259350763 25 14 2 -1.3182207275 1 7.407475906
#> 2235 5.918052674 25 15 2 -0.1917748091 1 5.894224875
#> 2236 3.995318023 25 16 2 0.5412841435 1 3.833058431
#> 2237 1.934617595 25 17 2 -0.0110458298 0 1.855671286
#> 2238 1.111069339 25 18 2 1.5123954268 1 0.992149868
#> 2239 1.539484305 25 19 2 0.9356036838 1 1.215189372
#> 2240 1.868303992 25 20 2 0.6597918995 1 2.172369343
#> 2241 2.270126845 25 21 2 -1.0229838421 0 2.267650415
#> 2242 2.060446584 25 22 2 0.6069301362 1 1.943605073
#> 2243 2.705419649 25 23 2 -0.2038564714 1 2.542782506
#> 2244 4.191483100 25 24 2 -1.3648316972 1 4.517056230
#> 2245 3.073365321 25 25 2 -0.1125595515 1 3.098932042
#> 2246 2.019998990 25 26 2 0.6393564920 1 1.866720611
#> 2247 2.225703999 25 27 2 -2.6953293691 0 2.404285404
#> 2248 2.582971224 25 28 2 -0.7715014411 1 2.648557046
#> 2249 1.726990540 25 29 2 0.4143081641 1 1.396355236
#> 2250 2.927869396 25 30 2 -0.7926116508 1 3.237294967
#> 2251 NA 26 1 2 1.1313372134 0 0.394970678
#> 2252 1.884083279 26 2 2 -0.1971758943 1 2.328691773
#> 2253 1.489491983 26 3 2 -1.3170161323 0 1.863774569
#> 2254 0.139468963 26 4 2 0.1340386454 0 0.222564336
#> 2255 3.958396184 26 5 2 -2.0522228204 1 3.927624317
#> 2256 -0.580694209 26 6 2 1.3785701370 0 -0.387357308
#> 2257 1.170373994 26 7 2 -1.0774206531 0 0.886974749
#> 2258 -0.313760546 26 8 2 0.7788600298 0 -0.205542322
#> 2259 -0.444797931 26 9 2 0.8009143396 0 -0.026344046
#> 2260 2.428615694 26 10 2 -0.2262219814 1 2.249833490
#> 2261 3.580179161 26 11 2 -1.9429564136 0 3.541122353
#> 2262 2.676664853 26 12 2 -0.4145887264 0 2.326316097
#> 2263 0.765701788 26 13 2 0.5249142793 0 0.605709146
#> 2264 3.404692612 26 14 2 -0.5929973657 1 3.508110587
#> 2265 3.393953894 26 15 2 0.2838789064 1 3.669138763
#> 2266 3.074254585 26 16 2 0.4573573316 1 2.957322624
#> 2267 4.237618675 26 17 2 -0.5754176413 1 4.308346790
#> 2268 4.961230344 26 18 2 -0.7694849229 1 4.775235103
#> 2269 3.530956561 26 19 2 -1.1368931117 0 3.989694594
#> 2270 4.928074876 26 20 2 -1.0236235889 1 4.810012868
#> 2271 4.507811960 26 21 2 -0.6934146633 1 4.829779633
#> 2272 1.953627244 26 22 2 1.1684883087 1 2.009580953
#> 2273 4.782301150 26 23 2 -1.9344440707 1 4.862253692
#> 2274 2.953789422 26 24 2 -0.0724869100 1 3.048628984
#> 2275 4.539846046 26 25 2 -1.8636669825 1 4.230837194
#> 2276 4.517357198 26 26 2 -1.9686615567 1 4.382825491
#> 2277 2.226889331 26 27 2 0.3683773285 1 2.214127125
#> 2278 1.517547495 26 28 2 0.7296891914 1 1.855691607
#> 2279 1.240396661 26 29 2 0.9890579202 1 1.355149532
#> 2280 2.554208755 26 30 2 0.2823102145 1 2.325596505
#> 2281 NA 27 1 2 -1.4606400709 0 1.181617853
#> 2282 0.026175382 27 2 2 1.1099202897 0 0.166619837
#> 2283 2.309801893 27 3 2 -0.1829253884 1 2.630112311
#> 2284 2.468448313 27 4 2 0.2210194686 1 2.453704199
#> 2285 4.005777404 27 5 2 -1.3640374521 1 3.717866245
#> 2286 0.644369912 27 6 2 0.4562364032 0 0.744338903
#> 2287 1.708982958 27 7 2 0.7127033252 1 1.643316516
#> 2288 2.016407747 27 8 2 0.9147732709 1 2.264268032
#> 2289 2.173540602 27 9 2 1.1652533899 1 2.150408103
#> 2290 2.878051840 27 10 2 0.3814258295 1 3.215109686
#> 2291 4.080021215 27 11 2 -0.1163025172 1 4.046031707
#> 2292 4.982510252 27 12 2 -0.2390290682 1 5.059313685
#> 2293 4.364616245 27 13 2 0.6220332359 1 4.315941736
#> 2294 3.560703775 27 14 2 0.7973805005 1 3.229275631
#> 2295 4.443221996 27 15 2 -1.7510675194 0 4.300545102
#> 2296 3.798069542 27 16 2 -1.0381310397 0 3.728188422
#> 2297 5.003588142 27 17 2 -0.6868156524 1 4.676878493
#> 2298 4.487551513 27 18 2 -0.0820869038 1 4.368678078
#> 2299 3.819638629 27 19 2 0.2669182509 1 4.135424989
#> 2300 3.132567763 27 20 2 -0.8915215744 0 3.278090164
#> 2301 2.458898523 27 21 2 -0.7679895731 0 2.520318962
#> 2302 4.019995222 27 22 2 -0.8225014128 1 3.560276081
#> 2303 3.403585831 27 23 2 -0.3105101158 1 3.297006722
#> 2304 3.152536930 27 24 2 -0.2652837749 1 3.006166813
#> 2305 1.871364563 27 25 2 0.8376299342 1 1.717286038
#> 2306 0.643026596 27 26 2 -0.1488163614 0 0.756732447
#> 2307 3.800270327 27 27 2 -2.1684177473 1 3.674816865
#> 2308 2.700790238 27 28 2 -0.5870856158 1 2.821315186
#> 2309 0.319048758 27 29 2 -0.1838583105 0 0.392670333
#> 2310 3.056532963 27 30 2 -0.7406905222 1 3.047715983
#> 2311 NA 28 1 2 0.7399475109 1 -0.511832695
#> 2312 1.906504159 28 2 2 0.0847372922 1 1.948308650
#> 2313 -0.050121994 28 3 2 0.4189824049 0 -0.056381200
#> 2314 0.565559760 28 4 2 1.6408461660 1 0.631243908
#> 2315 2.473846153 28 5 2 -0.2007810156 1 2.193350462
#> 2316 3.793086498 28 6 2 -1.1355884704 1 3.865102067
#> 2317 -0.120329224 28 7 2 1.0847750899 0 -0.353033224
#> 2318 0.840590144 28 8 2 -0.5743945522 0 1.134002163
#> 2319 2.413607222 28 9 2 0.3588557231 1 2.249697583
#> 2320 1.950812589 28 10 2 -0.7835157890 0 2.037355664
#> 2321 1.845033863 28 11 2 1.1393962917 1 1.944446168
#> 2322 0.736467250 28 12 2 0.4836175338 0 0.550520573
#> 2323 2.818990542 28 13 2 -0.0966860732 1 2.992064284
#> 2324 6.665655538 28 14 2 -1.9582051747 1 6.597224703
#> 2325 4.450759586 28 15 2 -0.8186697775 0 4.684353192
#> 2326 5.131878322 28 16 2 -0.6045132303 1 5.164484542
#> 2327 5.433538910 28 17 2 -0.7207736318 1 5.119595773
#> 2328 1.340059089 28 18 2 0.7871336143 0 1.219254080
#> 2329 2.278872341 28 19 2 0.4283320395 1 2.810342695
#> 2330 0.079399891 28 20 2 0.9183411710 0 0.018980898
#> 2331 0.645610734 28 21 2 1.2990499667 1 0.594912616
#> 2332 2.688490118 28 22 2 -0.3070365586 1 2.774142724
#> 2333 3.176256350 28 23 2 -0.4222270032 1 3.255420001
#> 2334 2.160644515 28 24 2 -1.2008693282 0 2.299501428
#> 2335 4.046729355 28 25 2 -1.4434928889 1 4.343949626
#> 2336 2.758622627 28 26 2 0.1124638126 1 2.896172065
#> 2337 1.900468705 28 27 2 0.6598043769 1 1.656336311
#> 2338 2.064294276 28 28 2 0.0007641864 1 2.022090205
#> 2339 -0.048711680 28 29 2 0.1637614068 0 -0.171835105
#> 2340 2.817206761 28 30 2 -0.5233416827 1 2.587321687
#> 2341 NA 29 1 2 1.9091035692 1 -0.134967649
#> 2342 1.768155594 29 2 2 0.7540537852 1 1.542097396
#> 2343 -0.081293098 29 3 2 0.3243043442 0 -0.255160874
#> 2344 2.174909134 29 4 2 -0.2190503789 1 2.330109561
#> 2345 1.744179900 29 5 2 0.8657794043 1 1.541033414
#> 2346 2.893379996 29 6 2 -0.4356454697 1 2.991987081
#> 2347 5.326660157 29 7 2 -2.2249876965 1 5.060665189
#> 2348 1.924032894 29 8 2 1.6268812142 1 1.734716060
#> 2349 3.399098837 29 9 2 -0.6085571783 1 3.549257547
#> 2350 2.946160777 29 10 2 0.5829914057 1 3.447564928
#> 2351 1.080102080 29 11 2 0.6361240352 0 1.390822100
#> 2352 1.510043938 29 12 2 -0.3213248422 0 1.413953137
#> 2353 3.209032454 29 13 2 -0.0752631976 1 3.173296245
#> 2354 4.638359630 29 14 2 -1.8863251587 0 4.791948406
#> 2355 4.368358658 29 15 2 0.0562148494 1 4.071681318
#> 2356 5.072896377 29 16 2 -0.7646060138 1 4.976238885
#> 2357 4.595647717 29 17 2 -0.2145045154 1 4.930982124
#> 2358 5.675651608 29 18 2 -1.0585905359 1 5.825409140
#> 2359 4.414305925 29 19 2 0.0549119698 1 4.585682912
#> 2360 4.455777491 29 20 2 -0.4527006465 1 4.638737044
#> 2361 -0.289470169 29 21 2 1.5791455618 0 -0.353685999
#> 2362 0.281198674 29 22 2 1.4397612584 1 0.009730542
#> 2363 1.056499186 29 23 2 0.6818296904 1 1.223436608
#> 2364 2.656232414 29 24 2 -1.9915381760 0 2.403580910
#> 2365 2.673684603 29 25 2 -0.2085701624 1 3.076412482
#> 2366 1.887250357 29 26 2 0.7246762026 1 1.684265838
#> 2367 0.504314408 29 27 2 -0.4539137334 0 0.516022025
#> 2368 0.616861573 29 28 2 2.2144653193 1 0.565471688
#> 2369 1.936835675 29 29 2 0.2169363441 1 1.979448586
#> 2370 2.339195806 29 30 2 1.7693659170 1 2.375152709
#> 2371 NA 30 1 2 -1.4438931610 0 0.350256180
#> 2372 0.282455889 30 2 2 -0.4992920172 0 0.101164906
#> 2373 2.861388920 30 3 2 -0.7815364871 1 2.639033037
#> 2374 2.531844793 30 4 2 0.1680653839 1 2.729897074
#> 2375 2.918970075 30 5 2 -0.1018832557 1 2.986038287
#> 2376 2.600611019 30 6 2 0.3461036196 1 2.575374668
#> 2377 -0.404871125 30 7 2 1.2356934623 0 -0.407634197
#> 2378 2.804332440 30 8 2 -0.3809567393 1 2.819425320
#> 2379 1.582916230 30 9 2 -0.2022408551 0 1.523513479
#> 2380 4.406346182 30 10 2 -1.3165104017 1 4.525451388
#> 2381 5.144420181 30 11 2 -0.4929374242 1 5.054046684
#> 2382 8.048076378 30 12 2 -2.0784892689 1 8.056385538
#> 2383 3.429823721 30 13 2 1.0191570693 0 3.474502479
#> 2384 5.231753894 30 14 2 -0.6537798248 1 5.190767282
#> 2385 4.435921823 30 15 2 0.2990869033 1 4.532267589
#> 2386 3.833267110 30 16 2 0.3952958700 1 3.813537991
#> 2387 0.132472098 30 17 2 1.3681326480 0 0.012395472
#> 2388 0.399238596 30 18 2 1.6551758157 1 0.274649495
#> 2389 0.293462604 30 19 2 1.8221888218 1 0.124594295
#> 2390 4.905910448 30 20 2 -1.7483722800 1 4.884735753
#> 2391 2.201875714 30 21 2 -0.1568919530 0 2.344152065
#> 2392 5.643952747 30 22 2 -2.1989232542 1 5.764130141
#> 2393 2.278453699 30 23 2 1.0094961857 1 2.450743560
#> 2394 3.089268044 30 24 2 -0.3543692199 1 3.119743190
#> 2395 3.311176575 30 25 2 -0.4385634621 1 3.293552022
#> 2396 3.921171238 30 26 2 -1.1874860760 1 3.902174195
#> 2397 3.248212146 30 27 2 -0.6949368252 1 3.042991243
#> 2398 1.733370479 30 28 2 0.9694343957 1 1.665469149
#> 2399 -0.224125687 30 29 2 0.7292776342 0 0.023791802
#> 2400 2.755494840 30 30 2 0.6682826189 1 2.474355151
#> 2401 NA 31 1 2 0.7017843354 1 0.225879222
#> 2402 2.001640423 31 2 2 0.2144453096 1 1.916633719
#> 2403 1.127045191 31 3 2 -0.7886219709 0 1.547678151
#> 2404 1.330062026 31 4 2 1.1683838731 1 0.935070364
#> 2405 1.847837112 31 5 2 0.6241874720 1 1.768719524
#> 2406 3.272196068 31 6 2 -0.6470456313 1 3.107977733
#> 2407 2.386690559 31 7 2 -1.2410444968 0 2.800663597
#> 2408 3.187487353 31 8 2 -0.1057841676 1 3.119752318
#> 2409 1.609105802 31 9 2 -0.2732481068 0 1.739744951
#> 2410 5.889456033 31 10 2 -2.8097746790 1 5.604058189
#> 2411 3.954431567 31 11 2 -0.8341882316 0 4.001727980
#> 2412 2.678414467 31 12 2 -0.0914342756 0 2.826840780
#> 2413 0.966618007 31 13 2 0.7116019225 0 1.251233498
#> 2414 2.516402459 31 14 2 0.3943948480 1 2.531244927
#> 2415 2.647407484 31 15 2 -0.7593981173 0 2.408047260
#> 2416 4.834619973 31 16 2 -0.9905076305 1 4.609879820
#> 2417 2.756058150 31 17 2 1.0490866266 1 2.707329037
#> 2418 2.619108555 31 18 2 0.6757624155 1 2.591388145
#> 2419 4.759679136 31 19 2 -1.0223473286 1 4.606799621
#> 2420 1.597078376 31 20 2 1.7699041099 1 1.584354972
#> 2421 1.315594474 31 21 2 -0.3589365606 0 1.066099209
#> 2422 2.907757417 31 22 2 -0.3198377917 1 2.849215866
#> 2423 3.654346603 31 23 2 -0.7261049649 1 3.321132455
#> 2424 -0.068695795 31 24 2 0.6534957657 0 0.031310836
#> 2425 2.286212154 31 25 2 -0.2185938169 1 2.160794106
#> 2426 2.930654727 31 26 2 -0.4996001898 1 2.837995016
#> 2427 2.452690838 31 27 2 -0.0068463032 1 2.439678643
#> 2428 1.708455038 31 28 2 0.7680077137 1 1.897904115
#> 2429 1.357054932 31 29 2 1.1113804070 1 1.212107658
#> 2430 3.279047016 31 30 2 -2.1448970243 1 3.327707419
#> 2431 NA 32 1 2 -0.2621974894 1 -0.774315250
#> 2432 2.000701308 32 2 2 -0.3246859115 1 2.250990083
#> 2433 2.865674032 32 3 2 -0.5021987183 1 2.862537957
#> 2434 1.612100488 32 4 2 1.0541810234 1 1.866054448
#> 2435 1.658715110 32 5 2 0.9590053778 1 1.320106432
#> 2436 4.717468801 32 6 2 -2.1576463350 1 4.936616098
#> 2437 2.852289200 32 7 2 0.4547692690 1 3.183445013
#> 2438 1.766572441 32 8 2 1.4040502677 1 1.597487187
#> 2439 3.312628222 32 9 2 -0.4686997798 1 3.290852338
#> 2440 3.051308049 32 10 2 0.4649679908 1 2.924764727
#> 2441 3.336867095 32 11 2 0.2710667568 1 3.375022340
#> 2442 2.533254427 32 12 2 1.1871868107 1 2.489455264
#> 2443 2.322268587 32 13 2 0.9902622460 1 1.863077810
#> 2444 4.650244212 32 14 2 -0.9135660482 1 4.706770173
#> 2445 -1.237730010 32 15 2 2.6848589992 0 -1.369731216
#> 2446 -0.925412311 32 16 2 0.5620413901 0 -0.895462912
#> 2447 2.596722564 32 17 2 -0.3599751179 1 2.428332091
#> 2448 4.819179867 32 18 2 -1.0742066095 1 4.638538394
#> 2449 3.331391639 32 19 2 0.6061302614 1 3.094502473
#> 2450 6.603432922 32 20 2 -2.3774069254 1 6.860650772
#> 2451 4.850206232 32 21 2 -0.3290388304 1 4.935762399
#> 2452 -0.906368409 32 22 2 2.0647042841 0 -1.124670209
#> 2453 0.696128937 32 23 2 0.8061088684 1 0.572483135
#> 2454 -2.118333020 32 24 2 1.7732386319 0 -1.844184207
#> 2455 0.001256546 32 25 2 1.4599659447 1 0.013236477
#> 2456 2.964354631 32 26 2 -1.0736429908 1 3.227923177
#> 2457 -0.506956270 32 27 2 1.3730520450 0 -0.572091424
#> 2458 0.690954805 32 28 2 -1.1083279118 0 0.719179910
#> 2459 1.960239072 32 29 2 0.2791608169 1 1.844656499
#> 2460 0.791838534 32 30 2 0.1264124161 0 0.457236522
#> 2461 NA 33 1 2 -1.5721441591 1 0.730815610
#> 2462 2.071514222 33 2 2 0.0945835282 1 2.156409382
#> 2463 -0.909579790 33 3 2 1.4960606698 0 -1.012958192
#> 2464 0.946421749 33 4 2 1.1452631104 1 0.718494812
#> 2465 0.878635915 33 5 2 1.6710548289 1 1.267905783
#> 2466 -0.381151348 33 6 2 0.8842508200 0 -0.546925839
#> 2467 -0.599649744 33 7 2 0.6599026381 0 -0.580678594
#> 2468 1.025428042 33 8 2 1.2940839061 1 1.013614954
#> 2469 2.163183229 33 9 2 0.7041672839 1 2.138866090
#> 2470 0.343571300 33 10 2 0.8405398270 0 0.443547806
#> 2471 0.431984717 33 11 2 0.1573533472 0 0.165443273
#> 2472 0.896659747 33 12 2 1.1916012685 1 0.861850353
#> 2473 -0.498063450 33 13 2 2.3829266952 1 -0.539679518
#> 2474 0.943744215 33 14 2 0.8867490371 1 1.096938549
#> 2475 3.586094901 33 15 2 -0.4583901391 1 3.335845992
#> 2476 5.407134215 33 16 2 -1.1164164119 1 5.657237959
#> 2477 7.097829910 33 17 2 -1.6859164545 1 7.142639539
#> 2478 4.620520585 33 18 2 0.4545778091 1 4.691056849
#> 2479 2.343443005 33 19 2 -0.0889305675 0 2.297103969
#> 2480 2.432946608 33 20 2 0.5728115299 1 2.631797739
#> 2481 3.093062453 33 21 2 0.0692364779 1 3.475345465
#> 2482 -1.411669538 33 22 2 2.1935900691 0 -1.349316782
#> 2483 -0.090392249 33 23 2 1.4243231097 1 0.116477028
#> 2484 2.073291790 33 24 2 -0.0384567937 1 2.018936783
#> 2485 1.155866085 33 25 2 -0.5820599179 0 1.203603480
#> 2486 1.313547076 33 26 2 1.0572402127 1 1.094781129
#> 2487 2.645507116 33 27 2 -0.6353230772 1 2.893716628
#> 2488 2.696567651 33 28 2 -0.7862359200 1 2.575455719
#> 2489 0.173063715 33 29 2 -0.0761706715 0 0.657281106
#> 2490 0.939558233 33 30 2 -0.4518129363 0 0.900299606
#> 2491 NA 34 1 2 -1.5146676538 1 0.545635528
#> 2492 2.306891363 34 2 2 -0.8953633580 1 2.217106953
#> 2493 3.563651796 34 3 2 -1.1373036207 1 3.751334774
#> 2494 3.354382397 34 4 2 -0.5774680011 1 3.216412005
#> 2495 2.820712318 34 5 2 0.0560167333 1 2.872600028
#> 2496 3.767468369 34 6 2 -0.8294776116 1 3.590957875
#> 2497 1.414591699 34 7 2 -0.1998898281 0 1.297682778
#> 2498 3.871630963 34 8 2 -1.0899918724 1 4.181710220
#> 2499 2.802275711 34 9 2 -1.1973635024 0 2.781511015
#> 2500 3.760279790 34 10 2 -0.2858454236 1 3.641232016
#> 2501 3.346284702 34 11 2 0.6297117467 1 3.200852695
#> 2502 5.272323616 34 12 2 -0.7889632181 1 5.601350542
#> 2503 4.572046038 34 13 2 0.6644158637 1 4.601050949
#> 2504 4.344184599 34 14 2 0.3333699702 1 4.596488105
#> 2505 4.466918671 34 15 2 0.0642435566 1 4.386887499
#> 2506 -0.282140124 34 16 2 1.8285304581 0 -0.561405287
#> 2507 3.541537480 34 17 2 -0.8445834285 1 3.675179663
#> 2508 2.286728315 34 18 2 -0.2133071432 0 1.906693552
#> 2509 1.617326312 34 19 2 -0.2608322438 0 1.822836411
#> 2510 1.742306750 34 20 2 1.0172492491 1 1.749611420
#> 2511 0.876366060 34 21 2 0.0969042337 0 0.931491498
#> 2512 0.404738170 34 22 2 0.1565953234 0 0.421396065
#> 2513 1.242505960 34 23 2 -0.7841440048 0 1.549654212
#> 2514 0.545004185 34 24 2 1.4931848406 1 0.537902230
#> 2515 1.123643258 34 25 2 -0.7830975957 0 0.883821973
#> 2516 1.108021165 34 26 2 1.2790725832 1 1.313973884
#> 2517 1.873240964 34 27 2 0.5581032939 1 1.917680299
#> 2518 0.840286918 34 28 2 2.2841164803 1 0.599186770
#> 2519 -0.651408134 34 29 2 1.3946631322 0 -0.643667236
#> 2520 3.093788883 34 30 2 -1.1366261878 1 3.245585421
#> 2521 NA 35 1 2 -1.6015361736 0 -0.288449296
#> 2522 0.326259755 35 2 2 -1.3108015333 0 0.520033920
#> 2523 2.323920114 35 3 2 -0.1790515944 1 2.161148748
#> 2524 0.729821985 35 4 2 2.0024827303 1 0.614558671
#> 2525 2.462246382 35 5 2 -0.0519819062 1 2.841911547
#> 2526 3.464537064 35 6 2 -0.5735602708 1 3.652983216
#> 2527 3.874090757 35 7 2 -0.6451139569 1 3.853690025
#> 2528 4.242706346 35 8 2 -0.8730710004 1 3.813704935
#> 2529 0.830370118 35 9 2 0.8663661321 0 0.817677292
#> 2530 0.259889792 35 10 2 0.5041262546 0 0.298513138
#> 2531 3.048924158 35 11 2 -0.3957979503 1 3.064489834
#> 2532 6.210988607 35 12 2 -1.5477765436 1 6.319469444
#> 2533 5.583365805 35 13 2 0.2073811574 1 5.449623847
#> 2534 5.453902814 35 14 2 -0.1706396182 1 5.648709096
#> 2535 4.083641650 35 15 2 0.6497918672 1 3.986807522
#> 2536 3.454256706 35 16 2 0.4605913495 1 3.223453374
#> 2537 4.428497597 35 17 2 -0.4577605332 1 4.397525786
#> 2538 1.826206006 35 18 2 0.3132287720 0 1.194643495
#> 2539 2.349149406 35 19 2 0.4640912339 1 2.439691715
#> 2540 2.155995801 35 20 2 -0.6309678667 0 2.280141749
#> 2541 2.742268038 35 21 2 0.2900343878 1 2.541684790
#> 2542 4.024675541 35 22 2 -0.8636089506 1 4.070171355
#> 2543 3.912301306 35 23 2 -0.6524043665 1 3.760827239
#> 2544 2.769891857 35 24 2 0.0830221576 1 2.873171188
#> 2545 4.380257706 35 25 2 -1.5196539949 1 4.506676320
#> 2546 2.298948566 35 26 2 0.7876767254 1 2.529181897
#> 2547 2.200265045 35 27 2 0.3411578684 1 2.182555233
#> 2548 2.884511020 35 28 2 -1.0933007640 1 3.029357525
#> 2549 1.991767388 35 29 2 0.1645341176 1 1.951911036
#> 2550 2.841974558 35 30 2 0.2097858904 1 2.765903278
#> 2551 NA 36 1 2 -0.5309065222 1 -1.222380911
#> 2552 1.693062374 36 2 2 1.9972133847 1 1.874842110
#> 2553 0.726058580 36 3 2 1.9023618217 1 0.812395979
#> 2554 2.310878637 36 4 2 0.0667008709 1 2.131324661
#> 2555 4.308452105 36 5 2 -1.7532373591 1 4.519136843
#> 2556 1.691379423 36 6 2 1.5039006090 1 1.343902608
#> 2557 0.493631607 36 7 2 0.1653210212 0 0.642541171
#> 2558 2.024230424 36 8 2 -1.3580790594 0 1.907708844
#> 2559 2.348911715 36 9 2 0.8641524862 1 2.095975625
#> 2560 2.456340188 36 10 2 -1.1559165251 0 2.502540252
#> 2561 2.526163336 36 11 2 0.8993540532 1 2.583314051
#> 2562 -1.456400374 36 12 2 2.4580604919 0 -1.464995728
#> 2563 4.969669706 36 13 2 -2.2106331106 1 5.025094898
#> 2564 3.883015526 36 14 2 0.8188281365 1 3.586100090
#> 2565 4.169723594 36 15 2 -0.0260186348 1 4.280175845
#> 2566 5.285111033 36 16 2 -0.7010036123 1 5.737613138
#> 2567 2.679763456 36 17 2 0.1036380042 0 2.594629069
#> 2568 3.707606400 36 18 2 -0.0899751970 1 4.006316299
#> 2569 5.380313058 36 19 2 -1.0204005907 1 5.556206448
#> 2570 3.802267248 36 20 2 0.4442870514 1 3.912480485
#> 2571 2.630755172 36 21 2 -0.7466789410 0 2.396564974
#> 2572 0.822469216 36 22 2 0.1654574195 0 0.843642042
#> 2573 1.518644632 36 23 2 0.6507783632 1 1.450357663
#> 2574 2.267076516 36 24 2 0.1155321043 1 2.422866868
#> 2575 1.577361803 36 25 2 -0.8056980816 0 1.767702010
#> 2576 3.617153281 36 26 2 -1.2224033826 1 3.010094280
#> 2577 3.445648171 36 27 2 -1.1795186291 1 3.794109016
#> 2578 2.219621723 36 28 2 0.2144793753 1 1.967209418
#> 2579 1.138873779 36 29 2 1.5778519788 1 1.156057823
#> 2580 2.890646516 36 30 2 0.1299655160 1 2.758905998
#> 2581 NA 37 1 2 -1.4617555850 1 0.633333596
#> 2582 -0.023282174 37 2 2 0.6007088237 0 -0.087915593
#> 2583 2.076642525 37 3 2 -0.1009748853 1 2.474779879
#> 2584 -1.128443168 37 4 2 1.8668518447 0 -0.762443949
#> 2585 2.041479207 37 5 2 0.0993275941 1 1.960334136
#> 2586 3.438280678 37 6 2 -0.7741449296 1 3.518772176
#> 2587 2.566552178 37 7 2 0.4388187007 1 2.135799466
#> 2588 0.767359064 37 8 2 0.1818471926 0 0.754335049
#> 2589 3.771196652 37 9 2 -1.1986223591 1 3.691357537
#> 2590 3.829246819 37 10 2 -0.1271486068 1 3.987861425
#> 2591 5.188918710 37 11 2 -0.8308115273 1 5.509128450
#> 2592 3.562320321 37 12 2 -0.1624219425 0 3.704828831
#> 2593 -1.423514870 37 13 2 2.6917140032 0 -1.462506300
#> 2594 1.177468936 37 14 2 0.3883651628 1 1.105741290
#> 2595 3.826706524 37 15 2 -0.6435673870 1 3.807217138
#> 2596 1.662599982 37 16 2 0.2410459325 0 1.772105333
#> 2597 2.125229389 37 17 2 -0.6626072757 0 2.344694487
#> 2598 -0.027244757 37 18 2 1.0705160368 0 0.098012469
#> 2599 4.225468126 37 19 2 -1.3134509165 1 4.235317398
#> 2600 3.249423513 37 20 2 0.4391303884 1 3.400692615
#> 2601 4.462406461 37 21 2 -0.8468963888 1 4.390518775
#> 2602 2.250181546 37 22 2 -0.6527743959 0 2.257076572
#> 2603 0.373854937 37 23 2 0.1830479699 0 0.422624726
#> 2604 -0.308932220 37 24 2 0.3248253133 0 0.109231909
#> 2605 3.338641383 37 25 2 -1.1661847074 1 3.362323618
#> 2606 2.306617659 37 26 2 0.4519521167 1 2.443479443
#> 2607 3.653917900 37 27 2 -1.7410220173 1 3.848532346
#> 2608 1.697885145 37 28 2 0.8925710596 1 1.859483164
#> 2609 0.184205701 37 29 2 -0.0619226576 0 0.192816404
#> 2610 2.853343658 37 30 2 -0.3285065726 1 3.099190213
#> 2611 NA 38 1 2 0.6879167730 0 1.427519656
#> 2612 2.318821391 38 2 2 -1.2512713616 1 2.343075945
#> 2613 3.685279736 38 3 2 -1.3598407038 1 3.624226792
#> 2614 3.925427202 38 4 2 -1.3509026860 1 3.935902780
#> 2615 3.401419348 38 5 2 -0.5718500579 1 3.256981237
#> 2616 1.992905051 38 6 2 0.8457315402 1 1.722707963
#> 2617 1.621601643 38 7 2 0.8833028199 1 1.725735521
#> 2618 2.641024276 38 8 2 0.1648408679 1 2.388517372
#> 2619 2.548528303 38 9 2 0.6394919979 1 2.443151403
#> 2620 5.225218126 38 10 2 -1.9415183760 1 5.171667724
#> 2621 5.097706670 38 11 2 -0.3305447001 1 5.086590319
#> 2622 5.206828557 38 12 2 -0.0974512501 1 5.345038539
#> 2623 5.981094733 38 13 2 -0.4826768218 1 5.885653007
#> 2624 4.011135426 38 14 2 -0.4459350272 0 4.077612990
#> 2625 2.761334645 38 15 2 1.0453056640 1 2.621016136
#> 2626 3.985342954 38 16 2 -0.3524531992 1 4.052029829
#> 2627 1.143350795 38 17 2 2.0066806908 1 1.180873823
#> 2628 2.753927063 38 18 2 -1.3511003857 0 2.853951436
#> 2629 4.138097925 38 19 2 -0.4944808755 1 3.839955982
#> 2630 0.314794528 38 20 2 1.0406231529 0 0.327073473
#> 2631 0.918577661 38 21 2 1.1970776637 1 0.898537031
#> 2632 0.700994878 38 22 2 1.4528172823 1 0.854768081
#> 2633 1.521136510 38 23 2 0.5487749604 1 1.403692741
#> 2634 3.359041605 38 24 2 -0.8705772453 1 3.671210634
#> 2635 2.358655847 38 25 2 0.4079461962 1 2.481221082
#> 2636 1.458235432 38 26 2 1.1504491864 1 1.392567185
#> 2637 3.647375956 38 27 2 -1.9925857712 1 3.648409794
#> 2638 -0.383186869 38 28 2 1.0187579723 0 -0.368474474
#> 2639 1.808969049 38 29 2 0.6139229642 1 1.912354251
#> 2640 2.382038066 38 30 2 1.9727035673 1 2.776344637
#> 2641 NA 39 1 2 2.1001089405 0 1.380517493
#> 2642 2.194820530 39 2 2 -0.6111659167 1 2.346319824
#> 2643 1.067903693 39 3 2 -0.6647694353 0 1.293337231
#> 2644 0.322309490 39 4 2 0.0209835864 0 0.371027524
#> 2645 3.178150025 39 5 2 -0.9740095828 1 2.893168807
#> 2646 4.108981418 39 6 2 -1.2606828788 1 4.178210587
#> 2647 5.498464657 39 7 2 -2.0523369839 1 5.514768911
#> 2648 1.376285337 39 8 2 0.3641146874 0 1.586385000
#> 2649 -1.244870924 39 9 2 2.4302266523 0 -1.393243236
#> 2650 -1.288278180 39 10 2 1.1811808914 0 -1.515913492
#> 2651 -1.208708372 39 11 2 0.7408145237 0 -1.034470519
#> 2652 1.278504655 39 12 2 0.4205741887 1 1.460849259
#> 2653 -0.212271487 39 13 2 2.3747347151 1 0.012746452
#> 2654 0.133619188 39 14 2 0.2311149344 0 0.039725700
#> 2655 -1.795274970 39 15 2 1.6155453232 0 -1.650288932
#> 2656 1.217471946 39 16 2 0.3711479598 1 1.204184675
#> 2657 3.296382078 39 17 2 -0.2722675344 1 3.187901385
#> 2658 4.378601182 39 18 2 -0.5226166972 1 3.897117840
#> 2659 1.564387837 39 19 2 1.7517571498 1 1.542327781
#> 2660 2.249759256 39 20 2 0.4840993880 1 2.390514277
#> 2661 1.775584435 39 21 2 -0.5486273611 0 1.842765790
#> 2662 3.680795642 39 22 2 -0.8064826557 1 3.586070669
#> 2663 1.096749907 39 23 2 1.4046842945 1 0.919980183
#> 2664 0.248792448 39 24 2 -0.0517182129 0 0.412340709
#> 2665 3.047382711 39 25 2 -0.8630042460 1 3.057769749
#> 2666 0.504467735 39 26 2 0.1679409807 0 0.448043839
#> 2667 1.625227836 39 27 2 0.5512742115 1 1.570782797
#> 2668 1.440604964 39 28 2 1.0891120109 1 1.628775145
#> 2669 1.191843700 39 29 2 -1.5460885942 0 0.930108458
#> 2670 1.290633311 39 30 2 -2.2486900668 0 1.642069053
#> 2671 NA 40 1 2 -1.2870304760 1 0.872634567
#> 2672 2.248216180 40 2 2 -1.1854800846 1 2.331187363
#> 2673 1.962451804 40 3 2 0.4854599789 1 2.063639466
#> 2674 1.292697030 40 4 2 1.2499145710 1 0.925175719
#> 2675 2.527809557 40 5 2 -0.1799062310 1 2.647081654
#> 2676 1.120996996 40 6 2 -0.3545424031 0 1.208479446
#> 2677 4.306342090 40 7 2 -1.6363792681 1 4.304276450
#> 2678 2.856851291 40 8 2 0.5521577142 1 2.743789709
#> 2679 3.688079546 40 9 2 -0.5572154819 1 3.595297694
#> 2680 1.722490277 40 10 2 1.8599108615 1 1.522332726
#> 2681 1.818219196 40 11 2 0.9899716086 1 1.641533685
#> 2682 5.453289176 40 12 2 -1.6140394566 1 5.439898522
#> 2683 2.797047955 40 13 2 0.3746435680 0 2.937967363
#> 2684 0.966003609 40 14 2 0.6475133580 0 0.506534756
#> 2685 2.661770649 40 15 2 -0.0296939710 1 3.010010078
#> 2686 1.292434179 40 16 2 0.2435327188 0 1.403429430
#> 2687 4.702689983 40 17 2 -1.2139444702 1 4.688749168
#> 2688 2.588864467 40 18 2 -0.2491906778 0 2.674241815
#> 2689 1.350372447 40 19 2 0.0557647746 0 1.261053301
#> 2690 3.111055795 40 20 2 -0.2448837791 1 3.243653924
#> 2691 2.922991497 40 21 2 0.3030456952 1 2.817195774
#> 2692 2.509385884 40 22 2 0.3729115952 1 2.382680719
#> 2693 0.101415922 40 23 2 0.3870831196 0 0.494371248
#> 2694 -1.066001794 40 24 2 0.9084476988 0 -1.435579812
#> 2695 1.347602298 40 25 2 0.3040420350 1 1.398374609
#> 2696 0.806489181 40 26 2 -0.5661093329 0 0.715861050
#> 2697 2.078209663 40 27 2 -0.0347420615 1 2.384552409
#> 2698 2.225409530 40 28 2 -0.1631289899 1 2.468122409
#> 2699 2.113574661 40 29 2 -0.1123919613 1 2.241482886
#> 2700 0.637439806 40 30 2 0.8382193873 0 0.498171021
#> 2701 NA 41 1 2 0.7877388475 1 -0.483135069
#> 2702 1.529800249 41 2 2 2.1988103489 1 1.582592880
#> 2703 2.591193901 41 3 2 -0.3756028717 1 2.442034531
#> 2704 3.114017144 41 4 2 -0.7152421872 1 3.078937533
#> 2705 -0.196766686 41 5 2 1.0149431727 0 -0.032066114
#> 2706 0.271565545 41 6 2 -0.0735560191 0 0.392418736
#> 2707 0.649075420 41 7 2 1.4304023412 1 0.284759931
#> 2708 3.002287776 41 8 2 -0.6018928460 1 2.826765154
#> 2709 2.440470618 41 9 2 0.8449042414 1 2.404949212
#> 2710 2.090009869 41 10 2 1.0740122603 1 2.162816485
#> 2711 5.646915725 41 11 2 -1.9385047015 1 5.304530240
#> 2712 6.144046991 41 12 2 -0.7282191112 1 6.209159068
#> 2713 3.487205026 41 13 2 1.5384301989 1 3.470670905
#> 2714 3.602716640 41 14 2 0.3562833449 1 3.442138805
#> 2715 3.113044496 41 15 2 0.5622673454 1 3.338063660
#> 2716 5.178729171 41 16 2 -1.0141141727 1 5.232285747
#> 2717 4.636833394 41 17 2 -0.1412617573 1 4.439237368
#> 2718 5.450938535 41 18 2 -0.9957987249 1 5.529304524
#> 2719 3.989334753 41 19 2 0.3314343982 1 3.926001949
#> 2720 2.443716953 41 20 2 0.9159920579 1 2.607792261
#> 2721 3.161256001 41 21 2 -0.0569705338 1 3.076005813
#> 2722 2.265783794 41 22 2 0.6198500746 1 2.451503201
#> 2723 -0.744532442 41 23 2 1.0517012702 0 -0.413077367
#> 2724 2.760909268 41 24 2 -0.7497257869 1 2.899979825
#> 2725 2.759013365 41 25 2 -0.1464274878 1 2.688992106
#> 2726 1.540813039 41 26 2 -1.0861182406 0 1.579737781
#> 2727 0.820320325 41 27 2 1.8505717036 1 0.718656001
#> 2728 0.551329965 41 28 2 -0.8209866971 0 0.272285908
#> 2729 0.189793404 41 29 2 -0.0217945400 0 0.310082380
#> 2730 0.811759418 41 30 2 -0.2890232705 0 0.479430513
#> 2731 NA 42 1 2 0.7690422410 1 -0.531346919
#> 2732 -0.226194160 42 2 2 1.3124129764 0 0.062147889
#> 2733 2.527991947 42 3 2 -0.5618763635 1 2.672862760
#> 2734 3.245951239 42 4 2 -0.7526889682 1 3.282183717
#> 2735 4.602537347 42 5 2 -1.9927484887 1 4.397119647
#> 2736 4.338104045 42 6 2 -1.1686514244 1 4.126102345
#> 2737 2.026362159 42 7 2 1.0466288471 1 1.959526462
#> 2738 3.846992366 42 8 2 -0.9936985911 1 3.698923196
#> 2739 2.212721097 42 9 2 -0.7822018456 0 1.919052614
#> 2740 3.104509958 42 10 2 -0.0273469664 1 3.252351104
#> 2741 1.740802204 42 11 2 0.1071904070 0 1.332755917
#> 2742 3.257885109 42 12 2 -1.5404424053 0 3.594173670
#> 2743 4.527935210 42 13 2 -0.1097103212 1 4.411262364
#> 2744 5.577352278 42 14 2 -0.6580102079 1 5.760868987
#> 2745 5.116938829 42 15 2 -0.0974124985 1 4.866657153
#> 2746 3.564918762 42 16 2 -0.7913138788 0 3.460061332
#> 2747 5.245791560 42 17 2 -1.0053775816 1 5.225477887
#> 2748 5.869442453 42 18 2 -1.0399550438 1 5.818535967
#> 2749 4.839977535 42 19 2 -0.1898466377 1 5.289613510
#> 2750 1.147337843 42 20 2 0.8006223565 0 1.379254247
#> 2751 3.974232507 42 21 2 -0.9578493922 1 4.146011232
#> 2752 2.307317701 42 22 2 -0.7575101607 0 2.549584097
#> 2753 1.859534217 42 23 2 0.6229054623 1 1.615322031
#> 2754 2.738157173 42 24 2 -0.3216060699 1 2.874733392
#> 2755 4.226952231 42 25 2 -1.4335621799 1 4.430548364
#> 2756 3.558895789 42 26 2 -0.6653027956 1 3.619720266
#> 2757 2.148794926 42 27 2 0.5736751083 1 2.070565519
#> 2758 2.340086893 42 28 2 -0.3072572330 1 2.546915862
#> 2759 0.619392104 42 29 2 -0.7583454174 0 0.663052448
#> 2760 2.651348876 42 30 2 0.6565134106 1 2.695490298
#> 2761 NA 43 1 2 0.3322025790 1 -0.587684757
#> 2762 1.922513698 43 2 2 -0.2651450567 1 1.905737844
#> 2763 0.599730906 43 3 2 -0.3439172341 0 0.401646703
#> 2764 2.929910194 43 4 2 -0.9385387036 1 3.024391310
#> 2765 3.028499172 43 5 2 -0.4272792872 1 2.709158525
#> 2766 3.332172657 43 6 2 -0.6347482649 1 3.595197334
#> 2767 2.477036411 43 7 2 0.4352889489 1 2.157294483
#> 2768 1.810137149 43 8 2 1.0267850561 1 1.907173144
#> 2769 1.906353551 43 9 2 1.1107114182 1 1.506278500
#> 2770 0.880865002 43 10 2 -0.0333303423 0 0.798629948
#> 2771 1.885812651 43 11 2 0.6087790117 1 2.062074785
#> 2772 4.343382624 43 12 2 -0.6930946140 1 4.204229348
#> 2773 1.873064583 43 13 2 0.5114707547 0 1.528279658
#> 2774 1.878654032 43 14 2 0.8552022051 1 1.877740137
#> 2775 -0.236055895 43 15 2 1.0164552177 0 -0.042726144
#> 2776 1.882837081 43 16 2 0.2995936847 1 1.814778887
#> 2777 2.832126905 43 17 2 0.1561557073 1 2.650653581
#> 2778 3.410274945 43 18 2 -0.0179802406 1 3.523583218
#> 2779 3.023022486 43 19 2 0.4704927320 1 3.150593822
#> 2780 4.612671555 43 20 2 -0.9365690341 1 4.771100577
#> 2781 2.966037458 43 21 2 0.5910619094 1 2.934039629
#> 2782 1.897099535 43 22 2 0.8515246815 1 1.991874639
#> 2783 1.853492287 43 23 2 0.4336203898 1 1.499335888
#> 2784 1.659707361 43 24 2 -1.1477707505 0 1.454364446
#> 2785 3.104567271 43 25 2 -0.7906077857 1 3.109193190
#> 2786 1.899637396 43 26 2 0.7148483559 1 1.968798561
#> 2787 1.566879832 43 27 2 0.8496958911 1 1.760729567
#> 2788 0.602645661 43 28 2 -0.9020980085 0 0.718964812
#> 2789 2.783063394 43 29 2 -1.0358928844 1 2.847289954
#> 2790 0.865752703 43 30 2 -0.4539977006 0 0.858035852
#> 2791 NA 44 1 2 -1.0083766083 1 -0.411697869
#> 2792 0.103957501 44 2 2 0.5431940592 0 0.063826419
#> 2793 0.136435142 44 3 2 0.0904966471 0 0.089140543
#> 2794 1.299532802 44 4 2 -1.0525132793 0 1.048845685
#> 2795 2.503675639 44 5 2 0.1166372836 1 2.666394564
#> 2796 2.985330273 44 6 2 -0.0288415529 1 3.305391576
#> 2797 2.386540667 44 7 2 0.7151784071 1 2.439196228
#> 2798 2.439923094 44 8 2 0.7510613026 1 2.797224072
#> 2799 1.231814306 44 9 2 0.2498247199 0 1.553537517
#> 2800 4.679241105 44 10 2 -1.5160676232 1 4.814416950
#> 2801 4.522323147 44 11 2 -1.4508243135 0 4.646040962
#> 2802 4.879408402 44 12 2 0.1188494330 1 5.174614139
#> 2803 3.112026787 44 13 2 0.2139579796 0 2.971407060
#> 2804 2.460069466 44 14 2 1.1529362256 1 2.202240715
#> 2805 5.207111264 44 15 2 -1.1561673943 1 5.072433184
#> 2806 2.334065070 44 16 2 1.6390519088 1 2.306544278
#> 2807 3.205074436 44 17 2 0.2336336141 1 3.529838909
#> 2808 4.190644488 44 18 2 -0.1321751329 1 4.416696339
#> 2809 5.510643247 44 19 2 -0.9516795430 1 5.543852793
#> 2810 6.341363959 44 20 2 -1.4007874340 1 6.493606177
#> 2811 4.318529451 44 21 2 0.1731048735 1 4.470957138
#> 2812 4.543033973 44 22 2 -0.7479299709 1 4.698091051
#> 2813 2.868863267 44 23 2 0.3860844382 1 2.945911776
#> 2814 2.372554621 44 24 2 0.3543521964 1 2.345839108
#> 2815 1.749514707 44 25 2 0.8851124551 1 1.659672519
#> 2816 2.938081050 44 26 2 -0.4316611004 1 2.931362477
#> 2817 1.661660844 44 27 2 1.3343835853 1 1.625903072
#> 2818 -0.044571840 44 28 2 0.6270687431 0 -0.052418644
#> 2819 1.761448196 44 29 2 0.9481593026 1 1.734149194
#> 2820 3.133536181 44 30 2 -0.5938645624 1 3.353354914
#> 2821 NA 45 1 2 -0.1194526066 1 0.709185621
#> 2822 2.178915694 45 2 2 -0.4143399479 1 2.420382191
#> 2823 1.038066102 45 3 2 1.5985087711 1 1.239399029
#> 2824 0.789007787 45 4 2 -0.4371595332 0 0.992231284
#> 2825 3.267913988 45 5 2 -0.8932075701 1 3.042495897
#> 2826 2.189014479 45 6 2 0.6706959687 1 2.275330495
#> 2827 1.771659695 45 7 2 0.9171749176 1 1.706442200
#> 2828 4.328908914 45 8 2 -1.5091665373 1 4.468813255
#> 2829 2.259153631 45 9 2 1.6519153916 1 2.294499256
#> 2830 0.465291606 45 10 2 0.7903853439 0 0.973971034
#> 2831 0.295319572 45 11 2 0.4806255999 0 0.300797979
#> 2832 4.488900736 45 12 2 -1.3647094580 1 4.421176290
#> 2833 3.143312174 45 13 2 -0.1861206994 0 3.695244995
#> 2834 3.927248016 45 14 2 0.2762745565 1 4.054363622
#> 2835 1.027683343 45 15 2 2.3208602240 1 1.041456702
#> 2836 1.349922883 45 16 2 1.0846170087 1 1.387692417
#> 2837 0.554954747 45 17 2 0.3555876116 0 0.135683868
#> 2838 4.017983092 45 18 2 -2.5493427748 0 4.056679063
#> 2839 2.464209888 45 19 2 1.1579104666 1 2.114063642
#> 2840 2.939509275 45 20 2 0.1602775400 1 2.797470006
#> 2841 1.486054096 45 21 2 1.3997833562 1 1.571537170
#> 2842 1.935659269 45 22 2 0.6302398297 1 2.269564081
#> 2843 0.980122994 45 23 2 1.2913233045 1 1.222520760
#> 2844 1.756861848 45 24 2 0.4247997824 1 1.591447879
#> 2845 -0.551052251 45 25 2 0.9030760860 0 -0.396824485
#> 2846 1.751891459 45 26 2 0.2276149399 1 1.803232154
#> 2847 2.678446812 45 27 2 -0.5007190980 1 2.685043250
#> 2848 -0.436270636 45 28 2 1.1203550284 0 -0.351281758
#> 2849 1.659077308 45 29 2 0.9141587339 1 1.800882387
#> 2850 3.233653305 45 30 2 -1.7103796664 1 3.255519366
#> 2851 NA 46 1 2 -0.2803953352 0 0.256396754
#> 2852 2.045805383 46 2 2 -0.4762468946 1 2.047497882
#> 2853 2.400018222 46 3 2 -0.0885651121 1 2.249153828
#> 2854 2.118781593 46 4 2 0.3311791730 1 1.797767873
#> 2855 0.194353240 46 5 2 0.3339029425 0 0.446798989
#> 2856 3.967589706 46 6 2 -1.6505465434 1 4.116120145
#> 2857 4.137657065 46 7 2 -2.6609227985 0 4.215483498
#> 2858 3.432874106 46 8 2 -0.0951474508 1 3.385208749
#> 2859 4.630263504 46 9 2 -1.4589707285 1 4.516460399
#> 2860 4.125096376 46 10 2 -0.2107341807 1 4.513575996
#> 2861 3.370011608 46 11 2 -0.8281742704 0 3.302043529
#> 2862 3.267786489 46 12 2 0.5899826794 1 3.551906019
#> 2863 4.443311086 46 13 2 -0.1203938246 1 4.370095995
#> 2864 4.333490781 46 14 2 0.1441046625 1 4.275243031
#> 2865 5.090407925 46 15 2 -0.6035312478 1 5.277280957
#> 2866 3.415570834 46 16 2 -0.6245674736 0 3.252238054
#> 2867 5.970594907 46 17 2 -1.6218582591 1 5.987073571
#> 2868 3.295216218 46 18 2 1.0405734557 1 3.598926743
#> 2869 2.933318752 46 19 2 0.5847052602 1 2.807353151
#> 2870 3.640717821 46 20 2 -0.2739623748 1 3.538139850
#> 2871 1.237925784 46 21 2 0.1174595846 0 1.164951666
#> 2872 -0.830286800 46 22 2 1.0966616331 0 -1.187506310
#> 2873 0.959345035 46 23 2 -1.0022598737 0 0.791772540
#> 2874 -0.709770260 46 24 2 0.6483473512 0 -0.744777131
#> 2875 -2.381664217 46 25 2 2.0055732743 0 -2.295669263
#> 2876 0.251191563 46 26 2 1.2949457957 1 0.322335573
#> 2877 -0.395019344 46 27 2 0.5100979282 0 -0.262585395
#> 2878 -1.314314322 46 28 2 2.1272135525 0 -1.176755781
#> 2879 3.108975252 46 29 2 -1.2987319948 1 3.044671789
#> 2880 2.825651828 46 30 2 -0.2094484283 1 2.776714424
#> 2881 NA 47 1 2 0.5629895332 0 -1.856360586
#> 2882 0.119249073 47 2 2 -0.7886028379 0 0.106389520
#> 2883 -0.904114203 47 3 2 1.0807994962 0 -0.970242529
#> 2884 1.856112369 47 4 2 -2.0142104979 0 1.985484775
#> 2885 0.276137893 47 5 2 0.4114299206 0 0.202382509
#> 2886 2.685167714 47 6 2 -0.3497542392 1 2.684726554
#> 2887 1.656761889 47 7 2 1.1102770966 1 1.682642290
#> 2888 3.729004119 47 8 2 -0.8959478228 1 3.505353231
#> 2889 3.526795225 47 9 2 -0.0512978861 1 3.330785688
#> 2890 4.286267059 47 10 2 -0.6567429254 1 4.106334483
#> 2891 3.037034418 47 11 2 1.0202530122 1 3.324366474
#> 2892 3.813174193 47 12 2 0.2893440288 1 3.578136447
#> 2893 2.945661434 47 13 2 1.0128343358 1 3.033948896
#> 2894 4.107751760 47 14 2 -0.0756250808 1 4.149563590
#> 2895 6.350209135 47 15 2 -1.4588494144 1 6.333550168
#> 2896 1.892968306 47 16 2 0.8259229016 0 2.018787467
#> 2897 0.998413834 47 17 2 0.2207112910 0 0.805122756
#> 2898 2.503437423 47 18 2 0.2497257360 1 2.574730250
#> 2899 4.507730548 47 19 2 -0.8064528227 1 4.631404501
#> 2900 5.336033053 47 20 2 -0.9855391126 1 5.185188659
#> 2901 2.434766404 47 21 2 -0.3315457582 0 2.284616499
#> 2902 4.088742925 47 22 2 -0.9884429224 1 4.238215633
#> 2903 2.539219992 47 23 2 -1.1051827292 0 2.692308332
#> 2904 4.144629329 47 24 2 -1.2198100315 1 4.070911338
#> 2905 0.983828226 47 25 2 -0.0035803084 0 0.848498226
#> 2906 1.699063452 47 26 2 0.5783349405 1 1.596951129
#> 2907 1.646410216 47 27 2 0.8687932702 1 1.647806247
#> 2908 1.951981757 47 28 2 0.3661143829 1 2.040229704
#> 2909 1.857362945 47 29 2 0.4243787949 1 1.905038368
#> 2910 2.334160597 47 30 2 2.4787458014 1 2.536588814
#> 2911 NA 48 1 2 -0.3724387561 1 -1.860587630
#> 2912 1.959586900 48 2 2 -0.5946172675 1 1.891144083
#> 2913 1.731216647 48 3 2 0.6307541157 1 1.927477400
#> 2914 2.196255211 48 4 2 0.2119804334 1 2.033588129
#> 2915 2.563594688 48 5 2 -0.0330361593 1 2.168190726
#> 2916 1.829973588 48 6 2 0.7564064385 1 1.834719214
#> 2917 1.174003576 48 7 2 -0.4849875966 0 1.146260405
#> 2918 4.649332005 48 8 2 -2.0707510705 1 5.043243077
#> 2919 4.265114206 48 9 2 -0.5269251761 1 4.389257562
#> 2920 3.355235722 48 10 2 -1.4120257927 0 3.460117575
#> 2921 1.256186689 48 11 2 0.5384820321 0 1.514635101
#> 2922 4.400890052 48 12 2 -0.9042150256 1 4.225870266
#> 2923 2.967415279 48 13 2 -0.2014581470 0 2.887106935
#> 2924 0.740168744 48 14 2 2.1614158463 1 1.180290752
#> 2925 3.394938751 48 15 2 -0.3509178272 1 3.404101115
#> 2926 1.856819251 48 16 2 -0.0485683528 0 1.896778204
#> 2927 2.698413213 48 17 2 0.3104500805 1 3.120412371
#> 2928 0.384184569 48 18 2 2.4162073731 1 0.559301148
#> 2929 2.540864714 48 19 2 0.0545532458 1 2.565488407
#> 2930 3.101475973 48 20 2 0.0839306795 1 3.059357337
#> 2931 2.884569711 48 21 2 0.2782949133 1 2.808165232
#> 2932 1.608594893 48 22 2 1.1079950410 1 1.922539667
#> 2933 1.690639432 48 23 2 0.5919460034 1 1.692281599
#> 2934 2.164574513 48 24 2 0.1072350348 1 1.845048822
#> 2935 4.018545606 48 25 2 -1.4958268140 1 3.469631999
#> 2936 1.434469324 48 26 2 1.3646727815 1 1.455974773
#> 2937 -0.816841325 48 27 2 1.3693516880 0 -0.801217467
#> 2938 2.488342422 48 28 2 -0.8747813772 1 2.220614293
#> 2939 0.826844875 48 29 2 -1.1125453200 0 0.828384272
#> 2940 2.528816538 48 30 2 0.9897022081 1 2.512201874
#> 2941 NA 49 1 2 0.9769733867 1 -0.022834094
#> 2942 1.757820331 49 2 2 1.6509074673 1 1.890837374
#> 2943 2.509854748 49 3 2 -0.1136398955 1 2.291823876
#> 2944 -0.550498889 49 4 2 1.2366750464 0 -0.343103513
#> 2945 4.477859729 49 5 2 -2.4658981938 1 4.676090144
#> 2946 1.803207831 49 6 2 -0.5388091600 0 1.865438510
#> 2947 2.446463589 49 7 2 0.2306168306 1 2.344137305
#> 2948 2.861394838 49 8 2 0.1501201312 1 3.027341641
#> 2949 3.524688932 49 9 2 -0.1972648691 1 3.472271901
#> 2950 3.967008832 49 10 2 -0.2997624966 1 3.877525779
#> 2951 3.234282708 49 11 2 0.7690522950 1 3.118880658
#> 2952 1.812655235 49 12 2 0.2263249424 0 2.013905806
#> 2953 4.528500313 49 13 2 -2.0376824944 0 4.584207497
#> 2954 2.392913048 49 14 2 0.2763155321 0 2.114715566
#> 2955 1.232378542 49 15 2 0.1467084841 0 1.290089002
#> 2956 2.570101118 49 16 2 0.3013136517 1 2.487496598
#> 2957 5.502885745 49 17 2 -1.4211084475 1 5.475378564
#> 2958 3.693563825 49 18 2 0.6851982381 1 3.624085039
#> 2959 2.886739001 49 19 2 0.7163316195 1 2.940459805
#> 2960 5.205001695 49 20 2 -1.3199965265 1 5.212145772
#> 2961 5.488258001 49 21 2 -1.1855916490 1 5.459743360
#> 2962 2.387913882 49 22 2 -0.4895328712 0 2.515928090
#> 2963 2.835183742 49 23 2 -0.1196896641 1 2.672165305
#> 2964 1.816493988 49 24 2 -0.9440576916 0 1.515098647
#> 2965 1.268451941 49 25 2 -0.7684170270 0 1.583654432
#> 2966 3.946088187 49 26 2 -1.7015798027 1 3.771079259
#> 2967 2.074707398 49 27 2 0.7626511463 1 2.023128339
#> 2968 1.564612547 49 28 2 1.0244748630 1 1.937714972
#> 2969 2.870790572 49 29 2 -1.0510732262 1 2.891431822
#> 2970 2.530415907 49 30 2 1.6755721558 1 2.689318569
#> 2971 NA 50 1 2 -0.3745808578 1 0.149938747
#> 2972 2.047609569 50 2 2 -0.0540281251 1 1.755086924
#> 2973 3.756304785 50 3 2 -1.5329020029 1 4.049610391
#> 2974 0.957677897 50 4 2 2.0375740182 1 1.076061989
#> 2975 0.104389907 50 5 2 2.5714581459 1 -0.044604420
#> 2976 1.998456004 50 6 2 0.2272919217 1 2.044199171
#> 2977 1.073128808 50 7 2 -0.2951578009 0 0.988926553
#> 2978 0.753779310 50 8 2 -0.0792117093 0 0.264026161
#> 2979 1.163323831 50 9 2 -0.6295787427 0 1.136211392
#> 2980 3.677085696 50 10 2 -0.8490611350 1 3.751728788
#> 2981 3.932975969 50 11 2 0.1207193293 1 3.677867529
#> 2982 3.333672129 50 12 2 0.7480811625 1 3.489499606
#> 2983 2.629433006 50 13 2 -0.1958892488 0 2.544599144
#> 2984 1.972920331 50 14 2 -0.1582940287 0 1.816004877
#> 2985 0.982140961 50 15 2 1.6236212077 1 1.004184589
#> 2986 2.481028668 50 16 2 0.2603614907 1 2.617673160
#> 2987 2.117560431 50 17 2 0.9553656397 1 2.219318416
#> 2988 1.964049034 50 18 2 -0.4469593090 0 1.868055357
#> 2989 0.446407483 50 19 2 0.5577309821 0 0.554567864
#> 2990 2.376821727 50 20 2 0.1612263513 1 2.272492856
#> 2991 2.130707760 50 21 2 -0.8358940534 0 2.206942818
#> 2992 2.485287349 50 22 2 0.2943533884 1 2.551791148
#> 2993 0.591142577 50 23 2 0.0740052117 0 0.892844219
#> 2994 2.183568549 50 24 2 -0.0003846487 1 2.208617975
#> 2995 0.093901192 50 25 2 0.4084885048 0 -0.121140002
#> 2996 2.246416470 50 26 2 -0.2806762797 1 2.381388225
#> 2997 0.091557606 50 27 2 0.4211471730 0 0.104957356
#> 2998 -0.464548757 50 28 2 0.9047588937 0 -0.711684545
#> 2999 1.915943916 50 29 2 0.5254124483 1 1.969896757
#> 3000 0.663753573 50 30 2 0.9149653183 0 0.677013200
# \donttest{
set.seed(1)
# Please update your rstan and StanHeaders installation before running
# on Windows
if (!identical(.Platform$OS.type, "windows")) {
fit <- dynamite(
dformula = obs(LakeHuron ~ 1, "gaussian") + lags(),
data = data.frame(LakeHuron, time = seq_len(length(LakeHuron)), id = 1),
time = "time",
group = "id",
chains = 1,
refresh = 0
)
if (requireNamespace("dplyr") &&
requireNamespace("tidyr") &&
base::getRversion() >= "4.1.0") {
# One-step ahead samples (fitted values) from the posterior
# (first time point is fixed due to lag in the model):
fitted(fit) |>
dplyr::filter(time > 2) |>
ggplot2::ggplot(ggplot2::aes(time, LakeHuron_fitted, group = .draw)) +
ggplot2::geom_line(alpha = 0.5) +
# observed values
ggplot2::geom_line(ggplot2::aes(y = LakeHuron), colour = "tomato") +
ggplot2::theme_bw()
# Posterior predictive distribution given the first time point:
predict(fit, type = "mean") |>
dplyr::filter(time > 2) |>
ggplot2::ggplot(ggplot2::aes(time, LakeHuron_mean, group = .draw)) +
ggplot2::geom_line(alpha = 0.5) +
# observed values
ggplot2::geom_line(ggplot2::aes(y = LakeHuron), colour = "tomato") +
ggplot2::theme_bw()
}
}
# }