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, 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.- 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
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 1.719922388 1 2 1 1.0527114656 1 1.366561787
#> 3 0.039144511 1 3 1 0.1192452364 0 0.104795746
#> 4 0.425035928 1 4 1 -0.5211173176 0 0.929566554
#> 5 1.029841391 1 5 1 1.3011759922 1 0.860590438
#> 6 2.456814872 1 6 1 -0.2052992575 1 2.116082005
#> 7 2.020549182 1 7 1 0.4922285701 1 2.297089650
#> 8 -0.070336482 1 8 1 0.8719649541 0 -0.139421359
#> 9 2.347232294 1 9 1 -0.0973692675 1 2.317530179
#> 10 1.909933095 1 10 1 -0.8338435805 0 1.937360674
#> 11 1.593466963 1 11 1 -0.3970305203 0 1.657080795
#> 12 0.007652281 1 12 1 0.8636484342 0 0.218155954
#> 13 -1.045152369 1 13 1 1.0610952533 0 -0.944676028
#> 14 1.056669613 1 14 1 0.5397906055 1 1.386499245
#> 15 6.432963189 1 15 1 -2.5079178022 1 6.593880944
#> 16 3.658822212 1 16 1 0.9112096768 1 3.852378758
#> 17 0.127467261 1 17 1 2.5754497637 1 0.322540139
#> 18 1.390917848 1 18 1 0.7841708791 1 1.529191330
#> 19 -2.897043276 1 19 1 2.7973911470 0 -3.053726414
#> 20 -0.848128072 1 20 1 1.4819340159 1 -0.916626670
#> 21 2.686046942 1 21 1 -0.6249283875 1 2.478956305
#> 22 2.092574684 1 22 1 0.5102732511 1 2.471760969
#> 23 2.193236859 1 23 1 0.2018374723 1 2.483551899
#> 24 1.436688552 1 24 1 0.7412773772 1 1.558667362
#> 25 0.665435420 1 25 1 1.3426239200 1 0.603979578
#> 26 -1.723119010 1 26 1 1.9001363349 0 -1.670883500
#> 27 1.664294079 1 27 1 0.0650680195 1 1.583935930
#> 28 2.581833089 1 28 1 -0.8682240473 1 2.719419770
#> 29 2.157745395 1 29 1 -0.2382486959 1 1.834727911
#> 30 2.829906091 1 30 1 -0.6860240001 1 2.840950465
#> 31 NA 2 1 1 0.6079643222 1 0.799914607
#> 32 2.098250772 2 2 1 -1.0491770067 1 2.149899777
#> 33 2.126645010 2 3 1 0.2436874296 1 2.040891783
#> 34 2.820429794 2 4 1 -0.4898704531 1 2.954428636
#> 35 2.008028445 2 5 1 0.7567747638 1 2.145966376
#> 36 1.909485504 2 6 1 0.6511932816 1 1.911350810
#> 37 2.339831857 2 7 1 0.2678350153 1 2.347386937
#> 38 3.227178594 2 8 1 -0.3484724490 1 2.997893465
#> 39 3.012250245 2 9 1 0.2161525418 1 2.973068796
#> 40 2.823637090 2 10 1 0.5787223746 1 2.749272526
#> 41 5.007049401 2 11 1 -1.2175999878 1 5.134904795
#> 42 1.156063506 2 12 1 1.3805145283 0 1.299656939
#> 43 1.449864206 2 13 1 -0.2128482786 0 1.431866443
#> 44 0.249969049 2 14 1 0.6164557164 0 0.139077598
#> 45 4.641332674 2 15 1 -1.5652817650 1 4.307466136
#> 46 1.956771117 2 16 1 0.1424584320 0 1.645318818
#> 47 2.790280931 2 17 1 -1.1852888106 0 2.739822928
#> 48 0.358513140 2 18 1 2.2996193612 1 0.400544920
#> 49 -3.256679210 2 19 1 2.8322260239 0 -3.232121868
#> 50 0.154195603 2 20 1 -0.6129877549 0 -0.096106520
#> 51 1.007057434 2 21 1 0.9571642742 1 0.808179646
#> 52 0.743030371 2 22 1 -0.3331209012 0 0.806465525
#> 53 2.647637910 2 23 1 -0.4271963863 1 2.966742075
#> 54 1.649250692 2 24 1 0.7532950478 1 1.682595750
#> 55 0.899113570 2 25 1 -0.5035252869 0 0.841259557
#> 56 0.057712940 2 26 1 0.1100091234 0 0.401112094
#> 57 -0.327289916 2 27 1 0.5785892916 0 -0.596732278
#> 58 -0.444158770 2 28 1 0.7295603610 0 -0.103846778
#> 59 3.204170441 2 29 1 -1.5578549039 1 3.318138732
#> 60 2.635159849 2 30 1 0.9934799821 1 2.385513284
#> 61 NA 3 1 1 -1.6178827083 0 1.589469150
#> 62 0.311881612 3 2 1 -1.2601552448 0 0.617471337
#> 63 1.163701308 3 3 1 1.2324758785 1 0.933796334
#> 64 2.346634223 3 4 1 0.0471544328 1 2.464414121
#> 65 2.304018953 3 5 1 -1.7267303991 0 2.393225576
#> 66 0.549430706 3 6 1 0.2737664910 0 0.443974132
#> 67 1.767145507 3 7 1 0.6532576795 1 2.049700719
#> 68 2.475506712 3 8 1 0.5185037659 1 2.358937157
#> 69 2.420080211 3 9 1 0.8824651644 1 2.186053658
#> 70 4.364663789 3 10 1 -1.0875807141 1 4.528401569
#> 71 2.537674798 3 11 1 1.6875894829 1 2.426948131
#> 72 -0.819334085 3 12 1 1.9662480155 0 -1.006076800
#> 73 2.227764759 3 13 1 -0.0936367939 1 2.184646963
#> 74 2.769863606 3 14 1 0.6165678175 1 2.457425439
#> 75 1.756912771 3 15 1 -0.0776732006 0 1.814345957
#> 76 5.290675116 3 16 1 -1.3894835240 1 5.341931014
#> 77 2.546909877 3 17 1 0.1009198590 0 2.612250999
#> 78 3.383433485 3 18 1 0.1567029874 1 3.492895037
#> 79 5.538438506 3 19 1 -1.2187118163 1 5.591424183
#> 80 2.930998480 3 20 1 1.1161366155 1 2.959620779
#> 81 0.256743783 3 21 1 2.4244891412 1 0.323614017
#> 82 2.428066219 3 22 1 -0.0659609464 1 2.617828575
#> 83 0.440558257 3 23 1 0.2681028700 0 0.358802880
#> 84 2.424951930 3 24 1 -0.2626705034 1 2.476196111
#> 85 1.869342344 3 25 1 0.7166833209 1 2.114982126
#> 86 1.514540387 3 26 1 1.1403868251 1 1.189201279
#> 87 3.175349779 3 27 1 -1.1692066215 1 3.239107424
#> 88 0.077642706 3 28 1 0.5002658724 0 -0.008853710
#> 89 -0.198019421 3 29 1 0.7613098954 0 -0.360347074
#> 90 2.861622436 3 30 1 0.0385235991 1 2.857669749
#> 91 NA 4 1 1 -0.0555619655 1 -0.509070404
#> 92 1.564201720 4 2 1 3.2410399349 1 1.662914737
#> 93 2.769136352 4 3 1 -0.5160638309 1 2.713559641
#> 94 -0.506491509 4 4 1 1.3001986777 0 -0.654154140
#> 95 2.539125531 4 5 1 -0.6015067080 1 2.880026657
#> 96 -0.292627805 4 6 1 1.0246732348 0 -0.512214487
#> 97 2.321244003 4 7 1 -0.1227086610 1 2.357019808
#> 98 1.317430250 4 8 1 -0.3906849786 0 1.333609316
#> 99 2.602049834 4 9 1 0.2055975045 1 2.563418561
#> 100 -0.178895852 4 10 1 1.4840309316 0 -0.153086411
#> 101 0.339448904 4 11 1 -0.0160025272 0 0.516660645
#> 102 2.744557624 4 12 1 -0.0283950547 1 2.768632032
#> 103 4.035726790 4 13 1 -0.0867141350 1 4.435263347
#> 104 7.080351160 4 14 1 -1.6921015209 1 7.245585692
#> 105 5.332523228 4 15 1 0.2062940448 1 5.307947840
#> 106 3.841808566 4 16 1 -0.8660377447 0 3.940906546
#> 107 6.538152258 4 17 1 -1.7799772880 1 6.330504622
#> 108 4.804385916 4 18 1 0.0467335275 1 5.208499829
#> 109 3.732463244 4 19 1 0.4690319560 1 3.772663633
#> 110 2.270470676 4 20 1 1.0365480099 1 2.449861713
#> 111 4.269659239 4 21 1 -0.9159792437 1 4.337403489
#> 112 3.512080616 4 22 1 -0.1152217094 1 3.491070826
#> 113 4.389678986 4 23 1 -1.2304309254 1 4.648292859
#> 114 1.470409537 4 24 1 -0.3125438690 0 1.476969981
#> 115 1.150453776 4 25 1 -0.7496685841 0 1.071210218
#> 116 1.507398293 4 26 1 0.7680813047 1 1.339660702
#> 117 -0.350848835 4 27 1 0.8061848554 0 -0.236030426
#> 118 1.641134605 4 28 1 0.6342502537 1 1.998996179
#> 119 -0.619720509 4 29 1 1.1291443956 0 -0.516310824
#> 120 2.607923971 4 30 1 0.5361489758 1 2.477371860
#> 121 NA 5 1 1 0.5194072039 1 -1.015564748
#> 122 0.002677339 5 2 1 -0.4168575882 0 -0.358001992
#> 123 0.852606506 5 3 1 -0.9925071504 0 0.995924635
#> 124 0.278945671 5 4 1 2.2930789738 1 0.435371740
#> 125 2.463525294 5 5 1 -0.3520464566 1 2.686379055
#> 126 1.801819913 5 6 1 0.8176594464 1 1.914369287
#> 127 3.082507875 5 7 1 -0.4136765136 1 2.890286451
#> 128 2.058842961 5 8 1 -1.0927872091 0 2.177077263
#> 129 3.488706001 5 9 1 -0.6164358429 1 3.387878492
#> 130 2.711158604 5 10 1 -1.1862065853 0 3.071519967
#> 131 2.403552515 5 11 1 1.0749450773 1 2.484300724
#> 132 6.650873572 5 12 1 -2.2490510903 1 6.432870397
#> 133 1.698886712 5 13 1 1.4414617561 0 1.555910025
#> 134 0.629476183 5 14 1 0.3687420580 0 0.642576596
#> 135 2.213640810 5 15 1 0.2768724589 1 2.794626863
#> 136 1.739556542 5 16 1 -0.1632849322 0 1.975275125
#> 137 2.310906351 5 17 1 0.5898359230 1 2.377354020
#> 138 1.189250108 5 18 1 0.0965858341 0 1.423748628
#> 139 1.219779636 5 19 1 -0.2112469186 0 1.104385321
#> 140 2.963242841 5 20 1 -0.1624831319 1 2.927595835
#> 141 1.805936286 5 21 1 1.0576641709 1 1.804799350
#> 142 3.352480732 5 22 1 -0.6505126188 1 3.468711050
#> 143 2.943981986 5 23 1 -0.1361368722 1 2.773317033
#> 144 0.436436891 5 24 1 0.0735986090 0 0.090839406
#> 145 2.413788798 5 25 1 -0.4785282105 1 2.581973374
#> 146 1.522853853 5 26 1 -1.1680916221 0 1.427473427
#> 147 1.932899084 5 27 1 0.3073900762 1 2.249363143
#> 148 1.845428831 5 28 1 0.4236450456 1 1.653165083
#> 149 0.295830086 5 29 1 -0.2951078307 0 0.109843919
#> 150 2.791611697 5 30 1 -0.5236266979 1 3.098508130
#> 151 NA 6 1 1 0.3011533622 0 0.100858666
#> 152 0.222090173 6 2 1 0.2982275915 0 -0.077473924
#> 153 0.765605819 6 3 1 1.6756969324 1 0.688756122
#> 154 -0.815308635 6 4 1 1.5475810590 0 -1.018973558
#> 155 1.563271128 6 5 1 0.7035239028 1 1.760778549
#> 156 3.024392407 6 6 1 -0.2097931712 1 3.171997074
#> 157 6.213518327 6 7 1 -2.6431489520 1 6.241876948
#> 158 0.818793363 6 8 1 1.2100105104 0 0.821080598
#> 159 1.569286427 6 9 1 -0.7347992519 0 1.595493535
#> 160 3.078049603 6 10 1 0.1010791514 1 2.785827430
#> 161 6.935293620 6 11 1 -2.6016996703 1 6.873161645
#> 162 4.117858005 6 12 1 0.0315260046 0 4.057492642
#> 163 1.237322375 6 13 1 1.1250718923 0 0.965979753
#> 164 1.767305181 6 14 1 0.9678592099 1 1.992564997
#> 165 2.362310587 6 15 1 0.8215067804 1 1.748782349
#> 166 -0.300197367 6 16 1 2.5530261135 1 -0.398741205
#> 167 -0.998510988 6 17 1 1.0966084717 0 -1.243935377
#> 168 0.165885463 6 18 1 0.0697662309 0 0.090187707
#> 169 0.504307487 6 19 1 0.1870511466 0 0.304185792
#> 170 2.165957176 6 20 1 -0.9759266928 0 2.119589527
#> 171 2.165005416 6 21 1 0.8251497278 1 2.270608134
#> 172 5.446586699 6 22 1 -2.0186886591 1 5.462765820
#> 173 2.578870263 6 23 1 0.8257908317 1 3.031629934
#> 174 -0.425485555 6 24 1 1.0630177893 0 -0.290063217
#> 175 -0.375125039 6 25 1 0.4387217506 0 -0.255384632
#> 176 2.355565895 6 26 1 -0.1711126523 1 2.058993810
#> 177 2.359089955 6 27 1 0.2638060136 1 2.451878672
#> 178 0.599334626 6 28 1 -0.2018380447 0 0.355040854
#> 179 2.040001210 6 29 1 0.5362428184 1 1.722045860
#> 180 3.304887095 6 30 1 -1.1512213349 1 3.055582569
#> 181 NA 7 1 1 0.1056761941 1 3.022104185
#> 182 1.975173352 7 2 1 0.6365696740 1 2.055910950
#> 183 2.841416666 7 3 1 -0.4411632169 1 2.967003529
#> 184 2.791878709 7 4 1 -0.1331509643 1 2.800330659
#> 185 0.870459066 7 5 1 -0.1056713340 0 0.788323885
#> 186 2.031623412 7 6 1 0.3781677722 1 2.396762471
#> 187 2.958769787 7 7 1 -0.0929410185 1 3.098144938
#> 188 2.418632453 7 8 1 0.7409000113 1 2.668812770
#> 189 3.338186241 7 9 1 -0.1318027930 1 3.393338137
#> 190 1.148679883 7 10 1 0.5329892868 0 1.093863440
#> 191 3.472030402 7 11 1 -0.4531978300 1 3.421389098
#> 192 1.985478636 7 12 1 0.2055612084 0 2.053310858
#> 193 2.422050469 7 13 1 0.8344015678 1 2.108926160
#> 194 1.717537555 7 14 1 1.2765786815 1 1.739126254
#> 195 1.539685186 7 15 1 -0.1941524093 0 1.851509719
#> 196 5.922162944 7 16 1 -1.8602275742 1 5.822541133
#> 197 0.743254554 7 17 1 1.4456622411 0 0.465610117
#> 198 3.246181556 7 18 1 -1.8484727753 0 3.539276284
#> 199 3.527214755 7 19 1 0.2275427286 1 3.881829904
#> 200 5.372076511 7 20 1 -1.0891451909 1 5.067313416
#> 201 4.095851373 7 21 1 -0.0701942243 1 3.807179482
#> 202 2.882193740 7 22 1 0.3488349702 1 2.635644332
#> 203 5.430416410 7 23 1 -2.1741246492 1 5.332999549
#> 204 2.776532247 7 24 1 0.4260204867 1 2.915745587
#> 205 1.510035221 7 25 1 -0.6791122705 0 1.211932662
#> 206 1.126469331 7 26 1 1.3052615363 1 1.365926521
#> 207 1.926771395 7 27 1 0.5084847916 1 1.974232311
#> 208 0.321841030 7 28 1 -0.0768658984 0 -0.001635648
#> 209 2.430496477 7 29 1 -0.2758904748 1 2.352680629
#> 210 2.720571400 7 30 1 0.9147522410 1 2.680799332
#> 211 NA 8 1 1 -0.6407060083 1 -0.428615845
#> 212 1.985032790 8 2 1 -0.4837806257 1 2.011674191
#> 213 0.962536990 8 3 1 -0.7230659699 0 1.096189866
#> 214 1.688092321 8 4 1 -1.7565273956 0 1.519444885
#> 215 3.474098794 8 5 1 -1.2586486281 1 3.745340843
#> 216 3.887168717 8 6 1 -0.9454088311 1 3.345610826
#> 217 0.422586826 8 7 1 0.4302846964 0 0.684066387
#> 218 0.783216050 8 8 1 1.7242622392 1 0.750975243
#> 219 2.285382982 8 9 1 0.3100169866 1 2.394660844
#> 220 2.563231266 8 10 1 0.5867353391 1 2.481019325
#> 221 4.203934488 8 11 1 -0.6754822916 1 4.208841294
#> 222 4.694266210 8 12 1 -0.1553453471 1 4.703960196
#> 223 5.260253104 8 13 1 -0.2873407998 1 5.417760935
#> 224 3.400792694 8 14 1 -0.2249612710 0 3.637277813
#> 225 2.219794077 8 15 1 1.2145887945 1 2.413492795
#> 226 -0.281994254 8 16 1 1.1310546518 0 -0.581707387
#> 227 4.923271322 8 17 1 -1.9251452518 1 4.797526268
#> 228 4.503430106 8 18 1 -1.6711270586 0 4.538173643
#> 229 3.792476107 8 19 1 -1.2619004629 0 3.527386042
#> 230 2.929011716 8 20 1 0.4577869579 1 2.623029058
#> 231 3.658845589 8 21 1 -0.4536463741 1 3.713207248
#> 232 2.210063799 8 22 1 0.7616395076 1 2.227958566
#> 233 4.311472504 8 23 1 -1.4879261874 1 4.253492117
#> 234 1.081315849 8 24 1 1.4330075108 1 1.243802590
#> 235 4.075885320 8 25 1 -1.7029648351 1 4.268532761
#> 236 1.965945071 8 26 1 0.8760961096 1 2.172244960
#> 237 0.347462972 8 27 1 -0.1163584399 0 0.424825880
#> 238 1.573648973 8 28 1 0.6873641133 1 1.653377917
#> 239 -0.377353305 8 29 1 0.6823152451 0 -0.204850369
#> 240 2.614637654 8 30 1 0.2380714916 1 2.112486402
#> 241 NA 9 1 1 -0.8497043460 1 1.145681218
#> 242 1.941142259 9 2 1 0.5168620443 1 2.060451984
#> 243 3.508550019 9 3 1 -1.2362731189 1 3.611234909
#> 244 3.061325473 9 4 1 -0.3887798641 1 3.104076490
#> 245 1.264427558 9 5 1 1.6844357081 1 0.940592347
#> 246 1.497028973 9 6 1 0.8569230109 1 1.580796088
#> 247 0.036818035 9 7 1 0.5353988409 0 -0.002035771
#> 248 2.367476871 9 8 1 0.0651539326 1 2.594268388
#> 249 4.064273409 9 9 1 -1.0396803527 1 4.121756260
#> 250 4.165320869 9 10 1 -0.3017466639 1 3.899953027
#> 251 5.576819427 9 11 1 -1.2229261794 1 5.915908246
#> 252 4.668310614 9 12 1 0.5682886208 1 4.433565492
#> 253 4.264112091 9 13 1 0.3732414342 1 4.147687449
#> 254 4.982542411 9 14 1 -0.3218925862 1 4.969679632
#> 255 5.938855261 9 15 1 -0.9215160429 1 6.092338705
#> 256 3.698861487 9 16 1 -0.5272342572 0 3.489168459
#> 257 3.242159108 9 17 1 0.4127694972 1 3.195334402
#> 258 3.805269736 9 18 1 -0.0775389668 1 3.835236782
#> 259 3.500870798 9 19 1 0.2855895802 1 3.322878015
#> 260 3.693561038 9 20 1 -0.0711267337 1 3.614633925
#> 261 -0.532037035 9 21 1 1.5753077068 0 -0.320646125
#> 262 3.590053292 9 22 1 -1.2887162354 1 3.634863633
#> 263 4.366160604 9 23 1 -1.1619375576 1 4.398863271
#> 264 3.025807468 9 24 1 -0.0076368704 1 2.877896868
#> 265 -0.744579910 9 25 1 1.2651684352 0 -0.642107011
#> 266 1.474019421 9 26 1 0.4637961416 1 1.542273722
#> 267 1.591443082 9 27 1 0.9255460985 1 1.349542380
#> 268 0.071200933 9 28 1 0.1716315069 0 0.070331551
#> 269 2.264429647 9 29 1 -0.1172907147 1 2.294627288
#> 270 2.906488318 9 30 1 -0.2390677595 1 2.631366744
#> 271 NA 10 1 1 -1.0241287906 1 -0.243098210
#> 272 1.816896391 10 2 1 0.3689645274 1 1.845338526
#> 273 3.371496706 10 3 1 -1.2847157223 1 3.415391240
#> 274 2.480225259 10 4 1 0.0892072231 1 2.671626886
#> 275 -0.261283388 10 5 1 0.9113912918 0 -0.186934534
#> 276 0.542816380 10 6 1 -0.4610383389 0 0.529066321
#> 277 0.926197005 10 7 1 -0.5552783513 0 0.655498983
#> 278 1.313203402 10 8 1 1.1250027458 1 1.248016943
#> 279 2.799789850 10 9 1 -0.1843088688 1 3.226234221
#> 280 3.313420617 10 10 1 0.0795019953 1 3.622796787
#> 281 2.033930379 10 11 1 1.5466091542 1 1.914785204
#> 282 -0.056371912 10 12 1 1.0106779645 0 0.150112460
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#> 285 1.598631056 10 15 1 -1.2084427204 0 1.765303631
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#> 287 0.323418904 10 17 1 1.5933699514 1 0.277424068
#> 288 3.229877671 10 18 1 -0.5810673806 1 3.547790179
#> 289 1.255622848 10 19 1 1.7492473631 1 1.052654357
#> 290 0.162237731 10 20 1 1.7791026669 1 0.380044556
#> 291 4.890952549 10 21 1 -2.0054578182 1 4.868335599
#> 292 1.625916782 10 22 1 1.4824027185 1 1.899864315
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#> 294 -0.583297404 10 24 1 1.1256676052 0 -0.423094959
#> 295 1.282886397 10 25 1 0.3603572379 1 1.716701519
#> 296 1.774819781 10 26 1 0.4771142454 1 1.800642044
#> 297 1.674391522 10 27 1 0.6482297737 1 1.564769319
#> 298 2.560947318 10 28 1 -0.8301085743 1 2.341021040
#> 299 0.261784016 10 29 1 -0.3446758639 0 0.205609773
#> 300 2.611068956 10 30 1 0.0692353265 1 2.473965339
#> 301 NA 11 1 1 0.1176465971 1 -0.478543238
#> 302 2.170348268 11 2 1 -0.2153805076 1 1.845366106
#> 303 3.001167749 11 3 1 -0.5739734793 1 2.727937010
#> 304 0.027052857 11 4 1 0.8450130041 0 0.198378009
#> 305 2.112105211 11 5 1 0.2374302725 1 2.233113146
#> 306 0.227187178 11 6 1 2.4167733538 1 0.351792428
#> 307 0.465758240 11 7 1 1.7795029098 1 0.465082022
#> 308 -1.269856000 11 8 1 1.9754190540 0 -1.104607879
#> 309 1.428844851 11 9 1 0.9672672602 1 1.298585289
#> 310 2.014483094 11 10 1 0.9612641518 1 1.966557917
#> 311 3.089570435 11 11 1 -1.4152819198 0 3.582249207
#> 312 5.088944190 11 12 1 -0.5179824302 1 5.366516935
#> 313 4.929472212 11 13 1 -1.0416732943 0 5.263842597
#> 314 5.629619326 11 14 1 -1.6679280458 0 5.711074986
#> 315 4.854926524 11 15 1 -1.2289861776 0 4.771647033
#> 316 6.146801855 11 16 1 -1.1392006400 1 6.050091377
#> 317 3.569946481 11 17 1 -0.4140158630 0 3.461478853
#> 318 3.854319844 11 18 1 0.0547365251 1 3.850571492
#> 319 4.245368036 11 19 1 -0.1640900041 1 3.962837714
#> 320 1.212877197 11 20 1 0.5351379605 0 1.097999232
#> 321 3.635711330 11 21 1 -0.6431947916 1 3.662140687
#> 322 0.888410995 11 22 1 0.3851548237 0 1.171066353
#> 323 1.857423218 11 23 1 0.4195830393 1 1.870576721
#> 324 1.381119384 11 24 1 0.8830023110 1 1.178325128
#> 325 3.019913607 11 25 1 -0.5836394406 1 2.937608154
#> 326 3.171939390 11 26 1 -0.4914053002 1 3.062103470
#> 327 0.701375212 11 27 1 -0.1502093742 0 0.419404059
#> 328 2.426020913 11 28 1 -0.2901591198 1 2.432464613
#> 329 2.202456189 11 29 1 0.1116204982 1 2.227757210
#> 330 2.699385314 11 30 1 1.3259083426 1 2.885934394
#> 331 NA 12 1 1 -0.9474746142 1 -0.710417122
#> 332 1.975647856 12 2 1 0.0652930335 1 1.877130021
#> 333 1.763756920 12 3 1 0.6179858172 1 1.759789006
#> 334 1.579803602 12 4 1 0.9625279685 1 2.007909574
#> 335 1.434277793 12 5 1 1.2181086103 1 1.569199613
#> 336 4.259177209 12 6 1 -1.6510488957 1 4.501533363
#> 337 0.884201716 12 7 1 0.2864244196 0 0.781702796
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#> 339 3.332880414 12 9 1 -0.1082800912 1 2.966020532
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#> 341 3.176998232 12 11 1 0.3183902604 1 3.092213141
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#> 343 7.174479893 12 13 1 -1.7283045153 1 7.095562643
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#> 345 2.282801509 12 15 1 0.7422970242 0 2.598539978
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#> 349 5.222020931 12 19 1 -0.1629267107 1 5.242251503
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#> 351 5.015843349 12 21 1 -1.4368434437 1 4.979191840
#> 352 -0.034682771 12 22 1 1.3416402950 0 -0.242383956
#> 353 1.121412549 12 23 1 -0.9929283498 0 1.219076741
#> 354 1.395980681 12 24 1 0.6120834609 1 1.624147700
#> 355 4.560074289 12 25 1 -1.9940787873 1 4.294265260
#> 356 4.033160562 12 26 1 -1.3193853133 1 3.937380702
#> 357 -0.207973057 12 27 1 1.0403770193 0 -0.142081642
#> 358 2.902765997 12 28 1 -1.3191257242 1 2.749138011
#> 359 2.310264742 12 29 1 -0.2834053150 1 2.349048730
#> 360 2.974518025 12 30 1 -0.6981666346 1 2.931330481
#> 361 NA 13 1 1 -0.4905574437 1 -0.211244628
#> 362 2.009871375 13 2 1 -0.0340672537 1 1.964347649
#> 363 -0.626165343 13 3 1 1.1098481389 0 -0.384748019
#> 364 1.458806185 13 4 1 0.6843094294 1 1.386224740
#> 365 3.604084154 13 5 1 -1.3387742872 1 3.621573592
#> 366 3.435032498 13 6 1 -0.4639872430 1 3.771304119
#> 367 2.921433034 13 7 1 0.1263158585 1 2.855508307
#> 368 4.338939573 13 8 1 -1.3229511128 1 4.239562380
#> 369 4.194039183 13 9 1 -0.6984206676 1 4.270753061
#> 370 4.688380186 13 10 1 -0.7817397115 1 4.642428416
#> 371 3.455877666 13 11 1 0.8464362856 1 3.587746197
#> 372 1.745217229 13 12 1 0.3978422088 0 1.745698465
#> 373 2.474094315 13 13 1 0.6418300277 1 2.870533862
#> 374 3.214147680 13 14 1 0.4574620794 1 3.593126593
#> 375 2.146309970 13 15 1 -0.0829199423 0 2.048333565
#> 376 2.863984473 13 16 1 -1.0995509417 0 3.010070006
#> 377 3.692313639 13 17 1 -0.0365372222 1 3.634684524
#> 378 3.912137904 13 18 1 -1.4986982545 0 3.855345251
#> 379 1.985953369 13 19 1 1.3985720063 1 1.932605725
#> 380 4.542700558 13 20 1 -1.0255422485 1 3.935054380
#> 381 1.773698845 13 21 1 1.3953134389 1 1.816196897
#> 382 3.805150562 13 22 1 -0.9571704712 1 4.029602296
#> 383 5.721026377 13 23 1 -2.1645470853 1 5.733825052
#> 384 2.829053676 13 24 1 0.4147007068 1 2.711618747
#> 385 -1.511605791 13 25 1 1.9022097714 0 -1.352296430
#> 386 0.568859560 13 26 1 1.2954257908 1 0.571076697
#> 387 1.920081736 13 27 1 0.2925586849 1 2.114426736
#> 388 2.819115127 13 28 1 -0.9670319027 1 2.896752984
#> 389 0.563128165 13 29 1 -0.5910171645 0 0.545245811
#> 390 2.937932324 13 30 1 -0.7494084445 1 2.930446699
#> 391 NA 14 1 1 -0.2560921922 1 1.641784471
#> 392 1.735718094 14 2 1 2.1284518990 1 1.766273151
#> 393 1.705159541 14 3 1 0.7075883538 1 1.666752499
#> 394 3.567391332 14 4 1 -1.3952743498 1 3.769974415
#> 395 2.309249677 14 5 1 0.6608202978 1 2.196038201
#> 396 1.792636377 14 6 1 0.8253798628 1 1.472755020
#> 397 1.156424666 14 7 1 1.2722667795 1 0.982327760
#> 398 0.907458210 14 8 1 -0.2393515671 0 0.993337541
#> 399 2.969484853 14 9 1 -0.2759451684 1 3.110890711
#> 400 1.209892563 14 10 1 0.3204023143 0 0.973104533
#> 401 2.624350442 14 11 1 0.1781901884 1 2.170241162
#> 402 4.306745514 14 12 1 -0.5502237415 1 4.453769005
#> 403 7.015903946 14 13 1 -1.5293105312 1 6.712950111
#> 404 6.157403246 14 14 1 -1.6177737654 0 6.145593274
#> 405 4.045647297 14 15 1 0.7898179218 1 4.232926926
#> 406 2.868151723 14 16 1 0.9035164264 1 2.572192862
#> 407 2.963134321 14 17 1 0.3650187514 1 3.194480550
#> 408 3.222793154 14 18 1 -1.1014834389 0 3.199120265
#> 409 0.462439560 14 19 1 0.8983962407 0 0.286807054
#> 410 1.388548697 14 20 1 -0.5824016746 0 1.332989954
#> 411 1.028166618 14 21 1 -0.1907034326 0 1.126239265
#> 412 0.294031611 14 22 1 0.1667812884 0 0.417321336
#> 413 2.867491540 14 23 1 -0.6375687651 1 3.323694884
#> 414 3.100155541 14 24 1 -0.2798823971 1 3.376918940
#> 415 -1.025809834 14 25 1 3.3903708213 1 -0.849651674
#> 416 1.179329511 14 26 1 -1.4202194917 0 1.265949757
#> 417 -0.228028412 14 27 1 0.6687513994 0 -0.046682017
#> 418 0.208982900 14 28 1 -0.1446110701 0 -0.101025883
#> 419 2.411135601 14 29 1 -0.3159369312 1 2.342796362
#> 420 1.018362739 14 30 1 -0.6196150527 0 0.980781509
#> 421 NA 15 1 1 1.8438620052 0 0.301846721
#> 422 0.053959240 15 2 1 -0.7413360963 0 0.495252865
#> 423 0.423138014 15 3 1 -0.3636572971 0 0.081746629
#> 424 1.334571717 15 4 1 0.8496430456 1 1.067041408
#> 425 2.750609426 15 5 1 -0.5229123763 1 2.712106652
#> 426 2.147240486 15 6 1 0.5101325469 1 2.243000103
#> 427 1.533365122 15 7 1 -0.7184662213 0 1.438761680
#> 428 0.894985900 15 8 1 -0.2140412400 0 0.674679057
#> 429 -0.408522371 15 9 1 1.1146485454 0 -0.547628510
#> 430 2.541921669 15 10 1 -0.4447819783 1 2.742100485
#> 431 4.572867075 15 11 1 -0.8752554775 1 4.499200885
#> 432 2.545470822 15 12 1 0.0912673835 0 2.775975748
#> 433 3.860448625 15 13 1 0.0016836885 1 4.103435953
#> 434 2.035924237 15 14 1 0.2796278624 0 1.630500930
#> 435 3.441221198 15 15 1 -0.2677064216 1 3.589473495
#> 436 1.685587929 15 16 1 1.4837794887 1 1.791492550
#> 437 2.144822668 15 17 1 0.6651598757 1 1.941862547
#> 438 1.809614791 15 18 1 0.9860582211 1 1.804358312
#> 439 5.306965873 15 19 1 -1.6484948184 1 5.111800381
#> 440 3.655634881 15 20 1 0.3428883929 1 3.508261291
#> 441 4.050790908 15 21 1 -0.5246711995 1 3.904585504
#> 442 3.315885223 15 22 1 -0.1000139589 1 3.362658354
#> 443 3.248933180 15 23 1 -0.3906352515 1 2.975793986
#> 444 2.710620218 15 24 1 -0.1090375092 1 2.571090473
#> 445 2.271959216 15 25 1 0.2074804074 1 2.791354140
#> 446 3.347128425 15 26 1 -0.9388959197 1 3.524172544
#> 447 2.852938168 15 27 1 -0.5941776416 1 3.144103270
#> 448 1.364837919 15 28 1 -1.7981325564 0 1.403434919
#> 449 0.115823208 15 29 1 -0.0081521523 0 0.220362779
#> 450 3.034146002 15 30 1 -1.5849912682 1 2.852695037
#> 451 NA 16 1 1 -0.6519499017 1 0.487329123
#> 452 2.367166987 16 2 1 -1.0959962671 1 2.357684577
#> 453 2.586922543 16 3 1 0.0597499374 1 2.646066711
#> 454 3.152024999 16 4 1 -0.4465572164 1 2.999906565
#> 455 2.343251463 16 5 1 0.6837455219 1 2.376575775
#> 456 3.536844100 16 6 1 -0.5894810385 1 3.598665235
#> 457 3.768210947 16 7 1 -0.4503386239 1 4.047490557
#> 458 3.358081147 16 8 1 0.1516805045 1 3.552219136
#> 459 3.127008055 16 9 1 0.5500439612 1 3.337472839
#> 460 2.429695037 16 10 1 1.3700039940 1 2.901271922
#> 461 0.808307582 16 11 1 0.9411658067 0 0.893628678
#> 462 5.770005733 16 12 1 -1.9617075989 1 5.642701283
#> 463 3.301426970 16 13 1 0.2502478213 0 3.339448062
#> 464 1.614831640 16 14 1 1.8778640211 1 1.521178197
#> 465 2.161634787 16 15 1 -0.5918921022 0 2.375538626
#> 466 -1.172260216 16 16 1 1.9507210064 0 -1.095355089
#> 467 -1.601814971 16 17 1 1.3178208837 0 -1.853402656
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#> 469 2.850194546 16 19 1 0.2285569733 1 2.716720231
#> 470 4.228176060 16 20 1 -0.4509346471 1 4.217960493
#> 471 -0.227899457 16 21 1 3.1840444741 1 -0.392473088
#> 472 1.312914536 16 22 1 0.7685074319 1 1.344661764
#> 473 1.438500920 16 23 1 0.8567854738 1 1.463797299
#> 474 2.183831690 16 24 1 0.2293954957 1 1.806331832
#> 475 -0.331979849 16 25 1 0.8498066475 0 -0.014859892
#> 476 1.657906053 16 26 1 0.6289649925 1 1.565840376
#> 477 1.334019392 16 27 1 1.5804318370 1 1.405650328
#> 478 3.467848747 16 28 1 -1.6885424746 1 3.335212109
#> 479 0.229967464 16 29 1 0.2074951407 0 -0.007513032
#> 480 0.825063339 16 30 1 0.8196281375 0 0.764720098
#> 481 NA 17 1 1 0.2353865723 0 0.838735792
#> 482 0.125430779 17 2 1 0.0377883992 0 0.191608243
#> 483 2.841866776 17 3 1 -0.7045964637 1 2.836624491
#> 484 0.576325054 17 4 1 0.1748027002 0 0.653172813
#> 485 0.457645663 17 5 1 -0.0608219547 0 0.306873124
#> 486 1.459938907 17 6 1 -0.9967807422 0 1.705717923
#> 487 -1.975385759 17 7 1 2.3974524800 0 -2.193663792
#> 488 0.373090647 17 8 1 1.7123049773 1 0.121438359
#> 489 1.490396994 17 9 1 1.2366758001 1 1.596277213
#> 490 0.401776346 17 10 1 0.6732538634 0 0.180485342
#> 491 0.391644228 17 11 1 0.1705880818 0 0.353068387
#> 492 4.254610395 17 12 1 -1.1198997214 1 3.984045736
#> 493 3.855948900 17 13 1 0.5638673903 1 3.722570306
#> 494 4.411432596 17 14 1 -0.0040606534 1 4.025459778
#> 495 4.831001451 17 15 1 -0.3683525751 1 4.721923734
#> 496 3.310991175 17 16 1 0.7976006576 1 3.231237734
#> 497 3.970252963 17 17 1 -0.0954875904 1 3.857280417
#> 498 5.135116760 17 18 1 -0.7995139536 1 5.463013161
#> 499 2.338748585 17 19 1 1.6535472347 1 2.514261858
#> 500 2.691146458 17 20 1 0.5142301202 1 2.888844778
#> 501 3.414556445 17 21 1 -0.0500372679 1 3.463829304
#> 502 3.934367855 17 22 1 -0.5758595679 1 3.676885378
#> 503 4.403253057 17 23 1 -1.1037521360 1 4.640561008
#> 504 3.115920952 17 24 1 0.0488888907 1 3.102241922
#> 505 1.434932807 17 25 1 1.2245603121 1 1.294413427
#> 506 3.524608315 17 26 1 -1.2621945494 1 3.525196361
#> 507 2.603524917 17 27 1 -0.0039889443 1 2.516307109
#> 508 1.609714345 17 28 1 1.1025651994 1 1.379699687
#> 509 -0.763968887 17 29 1 1.5324236216 0 -0.575068235
#> 510 0.823318472 17 30 1 0.1923696467 0 0.978592497
#> 511 NA 18 1 1 0.0779608496 1 2.071741513
#> 512 1.684112048 18 2 1 0.3104807494 1 1.857768347
#> 513 2.725148312 18 3 1 -0.7172181616 1 2.728081877
#> 514 2.239705209 18 4 1 0.0745511772 1 2.138159274
#> 515 -0.250008738 18 5 1 0.6329607130 0 0.089484971
#> 516 -0.177385191 18 6 1 0.1444757047 0 -0.102025046
#> 517 1.994659011 18 7 1 0.0111291872 1 2.008031701
#> 518 0.922937079 18 8 1 -0.3261438925 0 0.976781721
#> 519 2.309124040 18 9 1 0.1390978572 1 2.489165776
#> 520 0.942908055 18 10 1 0.0721667524 0 0.985810670
#> 521 3.807254464 18 11 1 -1.0634979064 1 3.961389858
#> 522 5.959801846 18 12 1 -1.3277554756 1 6.212309452
#> 523 5.170892746 18 13 1 0.1894262375 1 5.260302609
#> 524 5.191113354 18 14 1 -0.2784540250 1 4.837006811
#> 525 6.919298211 18 15 1 -1.8526168242 1 6.980944689
#> 526 2.347831491 18 16 1 1.8432662546 1 2.432770913
#> 527 0.883105238 18 17 1 0.1962780455 0 1.045285564
#> 528 2.493292477 18 18 1 0.0798738187 1 2.431079292
#> 529 1.166327779 18 19 1 1.4152763499 1 1.137069591
#> 530 3.024776503 18 20 1 -0.3343380522 1 2.921649866
#> 531 3.554037887 18 21 1 -0.4437493119 1 3.720244429
#> 532 2.950220833 18 22 1 -0.0100976720 1 3.137863821
#> 533 1.036246417 18 23 1 1.1612892557 1 1.044611601
#> 534 0.684660286 18 24 1 0.9432244684 1 0.549582742
#> 535 2.588364677 18 25 1 -0.7018044335 1 2.493005577
#> 536 2.731925543 18 26 1 -0.5518704133 1 2.322867854
#> 537 1.462232600 18 27 1 0.8478427689 1 1.430312510
#> 538 2.257456667 18 28 1 -0.5766189242 1 2.290170663
#> 539 2.803567109 18 29 1 -1.3579978310 1 2.710422679
#> 540 0.568346434 18 30 1 0.2071719742 0 0.686783445
#> 541 NA 19 1 1 -0.9618566341 1 0.775618842
#> 542 0.050293525 19 2 1 0.4365234789 0 -0.135926899
#> 543 -0.654209272 19 3 1 0.8846504990 0 -0.678071348
#> 544 1.705455130 19 4 1 0.4281667650 1 1.786451002
#> 545 1.394848264 19 5 1 1.3355176151 1 1.448957290
#> 546 0.623389689 19 6 1 -0.0143074132 0 0.856978333
#> 547 0.684746977 19 7 1 1.6335684214 1 0.728988578
#> 548 2.295831149 19 8 1 0.3730046558 1 2.148104617
#> 549 2.739664024 19 9 1 0.4102750965 1 2.720378428
#> 550 2.955811823 19 10 1 -1.5077573175 0 2.998676399
#> 551 3.466923691 19 11 1 -1.3880490476 0 3.403829026
#> 552 3.421218011 19 12 1 -0.8536236967 0 3.068515873
#> 553 3.241534074 19 13 1 -0.7328538063 0 3.437243572
#> 554 3.554861133 19 14 1 0.4749117140 1 3.559906566
#> 555 5.736356960 19 15 1 -1.1696152604 1 5.864572177
#> 556 3.108349308 19 16 1 1.2464239087 1 3.030252780
#> 557 -1.815361177 19 17 1 2.4879978772 0 -1.562994549
#> 558 0.425580632 19 18 1 -0.3227463618 0 0.289248540
#> 559 2.088466289 19 19 1 0.4199516038 1 1.752528650
#> 560 3.274026422 19 20 1 -0.1055599088 1 3.337717122
#> 561 3.083099737 19 21 1 0.2998652501 1 3.237240592
#> 562 5.288463153 19 22 1 -1.7786591487 1 4.768469828
#> 563 2.781440471 19 23 1 0.3983627156 1 2.830445800
#> 564 2.826439231 19 24 1 -0.1093171232 1 2.662006792
#> 565 1.097516293 19 25 1 -0.3511962296 0 1.168046018
#> 566 3.404609675 19 26 1 -1.1827995068 1 3.402614460
#> 567 0.655965252 19 27 1 -0.1001165259 0 0.665776861
#> 568 3.398152558 19 28 1 -1.8516917296 1 3.256093902
#> 569 2.353469836 19 29 1 -0.1996190506 1 2.274342063
#> 570 2.940372919 19 30 1 -0.0433473543 1 3.005001569
#> 571 NA 20 1 1 -0.0713080861 1 -1.427111353
#> 572 2.124419416 20 2 1 -0.4583653327 1 2.078818744
#> 573 3.356703653 20 3 1 -1.0155925786 1 3.540753332
#> 574 2.750526729 20 4 1 0.0246749828 1 2.425098742
#> 575 2.666128000 20 5 1 0.0072900903 1 2.526145178
#> 576 2.699232022 20 6 1 -1.7902812373 0 2.584246143
#> 577 4.530465647 20 7 1 -1.4385066449 1 4.694977468
#> 578 3.705049948 20 8 1 -0.2276840649 1 3.502254970
#> 579 3.927702782 20 9 1 -0.5584569123 1 3.741714412
#> 580 3.747601317 20 10 1 0.0261002253 1 4.207689549
#> 581 1.851676375 20 11 1 2.0867174345 1 1.392179171
#> 582 4.147652958 20 12 1 -0.6933045279 1 3.839355500
#> 583 3.120782858 20 13 1 0.9863658599 1 3.364322556
#> 584 4.577857145 20 14 1 -0.2790721708 1 4.593655939
#> 585 4.576099794 20 15 1 -1.4420346464 0 4.606931184
#> 586 4.548654466 20 16 1 -0.1318749118 1 4.425437545
#> 587 3.625078233 20 17 1 0.4310989281 1 4.043984795
#> 588 3.870294468 20 18 1 0.1464171787 1 4.011484064
#> 589 1.040365398 20 19 1 0.7212208071 0 0.687971627
#> 590 1.773136063 20 20 1 -0.7305096728 0 1.520897801
#> 591 4.886072868 20 21 1 -1.5684246208 1 5.021885784
#> 592 4.576332660 20 22 1 -0.7776214429 1 4.661008193
#> 593 2.768174659 20 23 1 0.3623521576 1 3.145323555
#> 594 2.828264147 20 24 1 -0.0703769216 1 2.918932641
#> 595 2.680265915 20 25 1 -1.7271210366 0 2.895925331
#> 596 2.069328928 20 26 1 0.6206635577 1 1.798757799
#> 597 0.558555505 20 27 1 -0.2796299070 0 0.423089873
#> 598 0.251457431 20 28 1 -0.1128632394 0 0.074750868
#> 599 -0.181749287 20 29 1 0.6315231278 0 -0.045826471
#> 600 2.918645425 20 30 1 -0.5101604414 1 2.575135379
#> 601 NA 21 1 1 1.4445508584 1 -1.033511335
#> 602 2.066898631 21 2 1 -1.0633261340 1 1.839926355
#> 603 0.484127789 21 3 1 1.9552939655 1 0.697085271
#> 604 3.526398060 21 4 1 -1.6674750976 1 3.464059881
#> 605 1.835795505 21 5 1 1.0175586370 1 1.900393453
#> 606 2.475765139 21 6 1 0.0345510671 1 2.391162601
#> 607 2.923543198 21 7 1 -0.1905168020 1 2.834442444
#> 608 2.927352821 21 8 1 0.0204507085 1 3.281776717
#> 609 2.704479334 21 9 1 0.6053706689 1 2.613047265
#> 610 3.544504026 21 10 1 -0.3164158682 1 3.064417782
#> 611 2.492497347 21 11 1 -0.6785031454 0 2.280400552
#> 612 3.009605682 21 12 1 0.3823051425 1 3.108845356
#> 613 1.525124316 21 13 1 1.7386337669 1 1.161799968
#> 614 -0.208289785 21 14 1 0.8134003741 0 -0.412397737
#> 615 -1.339565552 21 15 1 1.0543222720 0 -1.092725731
#> 616 1.211039281 21 16 1 0.4770372383 1 1.038553694
#> 617 2.523128707 21 17 1 0.1887531093 1 2.668876836
#> 618 0.284484223 21 18 1 2.3050619820 1 0.228653878
#> 619 2.120670274 21 19 1 -1.1969352122 0 1.601446992
#> 620 0.234536708 21 20 1 1.9050435849 1 0.267503222
#> 621 1.687417385 21 21 1 0.4903026427 1 1.739358429
#> 622 2.403371842 21 22 1 0.1250338837 1 2.719464033
#> 623 3.646525438 21 23 1 -0.8525256703 1 3.308128541
#> 624 1.276787566 21 24 1 -0.4843190876 0 1.614715702
#> 625 3.083792136 21 25 1 -0.7365782323 1 2.822076034
#> 626 2.078062345 21 26 1 0.4463130166 1 2.277056586
#> 627 1.693537114 21 27 1 0.7844382453 1 1.626236349
#> 628 1.231830266 21 28 1 1.3210692672 1 0.972270670
#> 629 0.874336235 21 29 1 1.7620209034 1 0.982384827
#> 630 2.889478724 21 30 1 -0.8234186138 1 2.823185238
#> 631 NA 22 1 1 0.4515040531 1 -1.589455114
#> 632 1.809935635 22 2 1 1.2631851761 1 2.169889755
#> 633 0.461726842 22 3 1 -0.0903195940 0 0.364448913
#> 634 1.512350389 22 4 1 0.7364959648 1 1.518702329
#> 635 1.483320023 22 5 1 -1.1884340351 0 1.543213354
#> 636 2.284987568 22 6 1 0.1902303157 1 2.330951514
#> 637 0.326557651 22 7 1 0.3784239036 0 0.214545310
#> 638 2.125330126 22 8 1 0.3140576635 1 2.336179797
#> 639 3.481181400 22 9 1 -0.5063335422 1 3.613208396
#> 640 3.740226309 22 10 1 -0.1023465135 1 3.669688308
#> 641 6.178464004 22 11 1 -1.8555716539 1 6.243507144
#> 642 4.232877205 22 12 1 0.9821130025 1 3.997678131
#> 643 3.265387986 22 13 1 0.8811788089 1 3.968787218
#> 644 3.079237781 22 14 1 0.9044354644 1 2.849453739
#> 645 4.487970935 22 15 1 -0.5973300914 1 4.664853728
#> 646 5.692660446 22 16 1 -0.9719942115 1 5.832991891
#> 647 6.626152026 22 17 1 -1.3422431253 1 6.717373992
#> 648 6.521772458 22 18 1 -1.1246036713 1 6.751046025
#> 649 4.512123827 22 19 1 0.3001315669 1 4.200470556
#> 650 3.388321917 22 20 1 0.3326217315 1 3.170713453
#> 651 1.443808483 22 21 1 -0.0961632011 0 1.228321206
#> 652 3.299062626 22 22 1 -0.7063214924 1 3.659235998
#> 653 -1.562215992 22 23 1 1.9536678799 0 -1.615113922
#> 654 -0.378607271 22 24 1 -0.1383363285 0 -0.324142940
#> 655 1.118366161 22 25 1 0.6224097829 1 1.062395747
#> 656 1.802989281 22 26 1 0.4218846933 1 2.077425782
#> 657 3.423362523 22 27 1 -1.5846166446 1 3.267022396
#> 658 1.792992993 22 28 1 0.6622542969 1 1.684616706
#> 659 1.827265379 22 29 1 0.4260143626 1 1.723119524
#> 660 2.610251422 22 30 1 0.8518564033 1 2.627716754
#> 661 NA 23 1 1 0.0412329220 0 -2.848546770
#> 662 1.969124669 23 2 1 -0.3496503880 1 1.752247321
#> 663 0.064168836 23 3 1 0.2145388266 0 0.030778331
#> 664 1.688572868 23 4 1 0.3860265683 1 1.569217149
#> 665 3.000727249 23 5 1 -0.7216044404 1 3.155400971
#> 666 2.570170671 23 6 1 0.1747263970 1 2.334110005
#> 667 2.338722655 23 7 1 0.3000385452 1 2.286853436
#> 668 1.509414877 23 8 1 1.3282146960 1 1.609885731
#> 669 2.058849746 23 9 1 -1.4205655047 0 2.292098354
#> 670 4.278991667 23 10 1 -1.1815592271 1 4.042707627
#> 671 1.487701078 23 11 1 0.5332593628 0 1.626751603
#> 672 4.164866171 23 12 1 -0.7273835291 1 3.907422263
#> 673 5.240328739 23 13 1 -1.9436509013 0 5.690122802
#> 674 5.179143676 23 14 1 0.0026916612 1 5.064607780
#> 675 3.454427798 23 15 1 0.7894598528 1 3.521373659
#> 676 4.036459213 23 16 1 -0.1852021694 1 3.822115703
#> 677 1.880429464 23 17 1 0.0028560476 0 2.239998415
#> 678 3.651049435 23 18 1 -0.3054696399 1 3.494428782
#> 679 4.962012160 23 19 1 -0.9544489352 1 4.772802607
#> 680 3.672408146 23 20 1 0.2306336405 1 3.755576775
#> 681 2.822771202 23 21 1 0.4685251225 1 2.858249268
#> 682 2.920631061 23 22 1 -0.0435694858 1 2.429124269
#> 683 2.695195886 23 23 1 -0.1642708321 1 2.516964763
#> 684 2.518552765 23 24 1 -0.0687656423 1 2.744999957
#> 685 0.873910578 23 25 1 -0.2907159892 0 1.172511965
#> 686 1.748486457 23 26 1 0.4424647721 1 1.322015459
#> 687 1.786704978 23 27 1 0.4783661478 1 1.596271245
#> 688 -0.190030743 23 28 1 0.4413831984 0 -0.235353355
#> 689 2.097632319 23 29 1 -0.0137534165 1 1.903526389
#> 690 3.042838019 23 30 1 -1.4261846729 1 2.818656165
#> 691 NA 24 1 1 -0.4224968323 0 1.290733928
#> 692 2.061195807 24 2 1 -0.8655128627 1 2.288057725
#> 693 3.029266507 24 3 1 -0.7385277047 1 2.728620081
#> 694 2.742937390 24 4 1 -0.2656516253 1 2.309790411
#> 695 1.195944628 24 5 1 1.5192177114 1 1.154582069
#> 696 1.532986195 24 6 1 -1.0550170426 0 1.497020300
#> 697 3.705798390 24 7 1 -1.0056362595 1 3.515922684
#> 698 3.001748650 24 8 1 0.1213183775 1 3.038357804
#> 699 3.089806048 24 9 1 0.1279929657 1 3.003768684
#> 700 2.903236420 24 10 1 0.4986580438 1 2.845931149
#> 701 3.234740577 24 11 1 0.3102302561 1 3.398532306
#> 702 3.473864235 24 12 1 -0.9968389824 0 3.456560799
#> 703 2.221238222 24 13 1 1.3995761854 1 2.097335116
#> 704 5.138697848 24 14 1 -1.1766921577 1 4.761824719
#> 705 2.326590390 24 15 1 1.5164906017 1 2.507725624
#> 706 -0.340911156 24 16 1 1.2209637083 0 -0.464594392
#> 707 2.556720143 24 17 1 -0.2213261532 1 2.491027635
#> 708 4.071852507 24 18 1 -0.5167594497 1 4.025599212
#> 709 4.521212913 24 19 1 -0.4580180681 1 4.285798855
#> 710 4.261325759 24 20 1 -1.6918624149 0 4.434420533
#> 711 4.954727398 24 21 1 -0.9823706359 1 4.909855924
#> 712 4.065056026 24 22 1 -0.4679259739 1 4.262650618
#> 713 5.303163581 24 23 1 -1.8248975842 1 5.456776809
#> 714 6.140359968 24 24 1 -2.3137357739 1 5.733950647
#> 715 1.570396512 24 25 1 -0.2142115342 0 1.798772857
#> 716 1.805262651 24 26 1 0.5572457464 1 1.988073597
#> 717 1.968295415 24 27 1 0.3935663730 1 1.767085810
#> 718 -0.622174656 24 28 1 1.1837459123 0 -0.904679485
#> 719 2.346980022 24 29 1 -0.3075569096 1 2.496395032
#> 720 2.709176068 24 30 1 0.4402989420 1 2.655353903
#> 721 NA 25 1 1 -2.0532472215 0 -0.493723874
#> 722 2.003110838 25 2 1 -0.2362795689 1 1.972207329
#> 723 2.850675992 25 3 1 -0.5743886898 1 2.683492245
#> 724 2.433653462 25 4 1 0.1181445110 1 2.424548819
#> 725 2.249022100 25 5 1 0.3773879730 1 2.246276361
#> 726 2.123072233 25 6 1 0.4761332783 1 2.314355110
#> 727 0.735209338 25 7 1 0.0192592746 0 0.935924813
#> 728 1.885604802 25 8 1 0.7128423200 1 1.994553941
#> 729 1.222463998 25 9 1 1.9458512177 1 0.955075416
#> 730 3.710636548 25 10 1 -1.0389564403 1 3.627609079
#> 731 5.567057845 25 11 1 -1.3538343357 1 5.562391321
#> 732 6.614219089 25 12 1 -1.0416888590 1 6.681169923
#> 733 6.005074087 25 13 1 -0.0560559462 1 6.019693915
#> 734 7.308357862 25 14 1 -1.3182207275 1 7.407475906
#> 735 5.951335180 25 15 1 -0.1917748091 1 5.894224875
#> 736 4.016284820 25 16 1 0.5412841435 1 3.833058431
#> 737 1.961800825 25 17 1 -0.0110458298 0 1.855671286
#> 738 1.096981074 25 18 1 1.5123954268 1 0.992149868
#> 739 1.526952383 25 19 1 0.9356036838 1 1.215189372
#> 740 1.894936295 25 20 1 0.6597918995 1 2.172369343
#> 741 2.321983046 25 21 1 -1.0229838421 0 2.267650415
#> 742 2.025733625 25 22 1 0.6069301362 1 1.943605073
#> 743 2.674098630 25 23 1 -0.2038564714 1 2.542782506
#> 744 4.214218523 25 24 1 -1.3648316972 1 4.517056230
#> 745 3.150375711 25 25 1 -0.1125595515 1 3.098932042
#> 746 2.003194729 25 26 1 0.6393564920 1 1.866720611
#> 747 2.219016186 25 27 1 -2.6953293691 0 2.404285404
#> 748 2.673872751 25 28 1 -0.7715014411 1 2.648557046
#> 749 1.822000429 25 29 1 0.4143081641 1 1.396355236
#> 750 2.945948750 25 30 1 -0.7926116508 1 3.237294967
#> 751 NA 26 1 1 1.1313372134 0 0.394970678
#> 752 1.922396712 26 2 1 -0.1971758943 1 2.328691773
#> 753 1.528347364 26 3 1 -1.3170161323 0 1.863774569
#> 754 0.225489232 26 4 1 0.1340386454 0 0.222564336
#> 755 3.904613055 26 5 1 -2.0522228204 1 3.927624317
#> 756 -0.547723294 26 6 1 1.3785701370 0 -0.387357308
#> 757 1.372564990 26 7 1 -1.0774206531 0 0.886974749
#> 758 -0.241318826 26 8 1 0.7788600298 0 -0.205542322
#> 759 -0.405126698 26 9 1 0.8009143396 0 -0.026344046
#> 760 2.474426269 26 10 1 -0.2262219814 1 2.249833490
#> 761 3.596642971 26 11 1 -1.9429564136 0 3.541122353
#> 762 2.707929511 26 12 1 -0.4145887264 0 2.326316097
#> 763 0.857878782 26 13 1 0.5249142793 0 0.605709146
#> 764 3.500942852 26 14 1 -0.5929973657 1 3.508110587
#> 765 3.460100370 26 15 1 0.2838789064 1 3.669138763
#> 766 3.156734562 26 16 1 0.4573573316 1 2.957322624
#> 767 4.338053399 26 17 1 -0.5754176413 1 4.308346790
#> 768 5.051562321 26 18 1 -0.7694849229 1 4.775235103
#> 769 3.687690021 26 19 1 -1.1368931117 0 3.989694594
#> 770 5.145855274 26 20 1 -1.0236235889 1 4.810012868
#> 771 4.647433438 26 21 1 -0.6934146633 1 4.829779633
#> 772 2.024599808 26 22 1 1.1684883087 1 2.009580953
#> 773 4.792674278 26 23 1 -1.9344440707 1 4.862253692
#> 774 3.111418460 26 24 1 -0.0724869100 1 3.048628984
#> 775 4.683869606 26 25 1 -1.8636669825 1 4.230837194
#> 776 4.528457990 26 26 1 -1.9686615567 1 4.382825491
#> 777 2.225940228 26 27 1 0.3683773285 1 2.214127125
#> 778 1.620291368 26 28 1 0.7296891914 1 1.855691607
#> 779 1.366459902 26 29 1 0.9890579202 1 1.355149532
#> 780 2.644061468 26 30 1 0.2823102145 1 2.325596505
#> 781 NA 27 1 1 -1.4606400709 0 1.181617853
#> 782 -0.025311202 27 2 1 1.1099202897 0 0.166619837
#> 783 2.355271852 27 3 1 -0.1829253884 1 2.630112311
#> 784 2.471945166 27 4 1 0.2210194686 1 2.453704199
#> 785 3.932191300 27 5 1 -1.3640374521 1 3.717866245
#> 786 0.596265688 27 6 1 0.4562364032 0 0.744338903
#> 787 1.732908228 27 7 1 0.7127033252 1 1.643316516
#> 788 1.970642190 27 8 1 0.9147732709 1 2.264268032
#> 789 2.117821283 27 9 1 1.1652533899 1 2.150408103
#> 790 2.862922917 27 10 1 0.3814258295 1 3.215109686
#> 791 4.054894754 27 11 1 -0.1163025172 1 4.046031707
#> 792 4.909099814 27 12 1 -0.2390290682 1 5.059313685
#> 793 4.322159176 27 13 1 0.6220332359 1 4.315941736
#> 794 3.539452895 27 14 1 0.7973805005 1 3.229275631
#> 795 4.448699732 27 15 1 -1.7510675194 0 4.300545102
#> 796 3.793557120 27 16 1 -1.0381310397 0 3.728188422
#> 797 5.002686292 27 17 1 -0.6868156524 1 4.676878493
#> 798 4.465356745 27 18 1 -0.0820869038 1 4.368678078
#> 799 3.813228380 27 19 1 0.2669182509 1 4.135424989
#> 800 3.237888598 27 20 1 -0.8915215744 0 3.278090164
#> 801 2.479947243 27 21 1 -0.7679895731 0 2.520318962
#> 802 3.947336016 27 22 1 -0.8225014128 1 3.560276081
#> 803 3.367621867 27 23 1 -0.3105101158 1 3.297006722
#> 804 3.157219043 27 24 1 -0.2652837749 1 3.006166813
#> 805 1.838047363 27 25 1 0.8376299342 1 1.717286038
#> 806 0.605466692 27 26 1 -0.1488163614 0 0.756732447
#> 807 3.815429070 27 27 1 -2.1684177473 1 3.674816865
#> 808 2.756162597 27 28 1 -0.5870856158 1 2.821315186
#> 809 0.384097376 27 29 1 -0.1838583105 0 0.392670333
#> 810 3.029138836 27 30 1 -0.7406905222 1 3.047715983
#> 811 NA 28 1 1 0.7399475109 1 -0.511832695
#> 812 1.922040363 28 2 1 0.0847372922 1 1.948308650
#> 813 -0.073800676 28 3 1 0.4189824049 0 -0.056381200
#> 814 0.646176614 28 4 1 1.6408461660 1 0.631243908
#> 815 2.375531493 28 5 1 -0.2007810156 1 2.193350462
#> 816 3.787002994 28 6 1 -1.1355884704 1 3.865102067
#> 817 -0.211475394 28 7 1 1.0847750899 0 -0.353033224
#> 818 0.863144663 28 8 1 -0.5743945522 0 1.134002163
#> 819 2.356080543 28 9 1 0.3588557231 1 2.249697583
#> 820 1.906937903 28 10 1 -0.7835157890 0 2.037355664
#> 821 1.874171982 28 11 1 1.1393962917 1 1.944446168
#> 822 0.734264785 28 12 1 0.4836175338 0 0.550520573
#> 823 2.841126899 28 13 1 -0.0966860732 1 2.992064284
#> 824 6.691347295 28 14 1 -1.9582051747 1 6.597224703
#> 825 4.460319651 28 15 1 -0.8186697775 0 4.684353192
#> 826 5.132706120 28 16 1 -0.6045132303 1 5.164484542
#> 827 5.436316552 28 17 1 -0.7207736318 1 5.119595773
#> 828 1.303861771 28 18 1 0.7871336143 0 1.219254080
#> 829 2.261628080 28 19 1 0.4283320395 1 2.810342695
#> 830 0.066937641 28 20 1 0.9183411710 0 0.018980898
#> 831 0.570212957 28 21 1 1.2990499667 1 0.594912616
#> 832 2.596857771 28 22 1 -0.3070365586 1 2.774142724
#> 833 3.128407464 28 23 1 -0.4222270032 1 3.255420001
#> 834 2.173336122 28 24 1 -1.2008693282 0 2.299501428
#> 835 4.057947027 28 25 1 -1.4434928889 1 4.343949626
#> 836 2.687930402 28 26 1 0.1124638126 1 2.896172065
#> 837 1.867179648 28 27 1 0.6598043769 1 1.656336311
#> 838 2.095306401 28 28 1 0.0007641864 1 2.022090205
#> 839 -0.015512983 28 29 1 0.1637614068 0 -0.171835105
#> 840 2.788773882 28 30 1 -0.5233416827 1 2.587321687
#> 841 NA 29 1 1 1.9091035692 1 -0.134967649
#> 842 1.863993602 29 2 1 0.7540537852 1 1.542097396
#> 843 -0.017839871 29 3 1 0.3243043442 0 -0.255160874
#> 844 2.192104014 29 4 1 -0.2190503789 1 2.330109561
#> 845 1.790016450 29 5 1 0.8657794043 1 1.541033414
#> 846 2.942210334 29 6 1 -0.4356454697 1 2.991987081
#> 847 5.419263042 29 7 1 -2.2249876965 1 5.060665189
#> 848 1.856234302 29 8 1 1.6268812142 1 1.734716060
#> 849 3.402971067 29 9 1 -0.6085571783 1 3.549257547
#> 850 3.027345163 29 10 1 0.5829914057 1 3.447564928
#> 851 1.150190082 29 11 1 0.6361240352 0 1.390822100
#> 852 1.571267493 29 12 1 -0.3213248422 0 1.413953137
#> 853 3.289976508 29 13 1 -0.0752631976 1 3.173296245
#> 854 4.729853391 29 14 1 -1.8863251587 0 4.791948406
#> 855 4.422056439 29 15 1 0.0562148494 1 4.071681318
#> 856 5.144402847 29 16 1 -0.7646060138 1 4.976238885
#> 857 4.668360515 29 17 1 -0.2145045154 1 4.930982124
#> 858 5.745171964 29 18 1 -1.0585905359 1 5.825409140
#> 859 4.497037707 29 19 1 0.0549119698 1 4.585682912
#> 860 4.615988884 29 20 1 -0.4527006465 1 4.638737044
#> 861 -0.259362075 29 21 1 1.5791455618 0 -0.353685999
#> 862 0.256811539 29 22 1 1.4397612584 1 0.009730542
#> 863 1.044180736 29 23 1 0.6818296904 1 1.223436608
#> 864 2.677298490 29 24 1 -1.9915381760 0 2.403580910
#> 865 2.724884818 29 25 1 -0.2085701624 1 3.076412482
#> 866 1.913404074 29 26 1 0.7246762026 1 1.684265838
#> 867 0.573653671 29 27 1 -0.4539137334 0 0.516022025
#> 868 0.633601172 29 28 1 2.2144653193 1 0.565471688
#> 869 1.978107452 29 29 1 0.2169363441 1 1.979448586
#> 870 2.418019372 29 30 1 1.7693659170 1 2.375152709
#> 871 NA 30 1 1 -1.4438931610 0 0.350256180
#> 872 0.162842980 30 2 1 -0.4992920172 0 0.101164906
#> 873 2.863221359 30 3 1 -0.7815364871 1 2.639033037
#> 874 2.491274947 30 4 1 0.1680653839 1 2.729897074
#> 875 2.840131333 30 5 1 -0.1018832557 1 2.986038287
#> 876 2.517902368 30 6 1 0.3461036196 1 2.575374668
#> 877 -0.500619823 30 7 1 1.2356934623 0 -0.407634197
#> 878 2.785374675 30 8 1 -0.3809567393 1 2.819425320
#> 879 1.469625623 30 9 1 -0.2022408551 0 1.523513479
#> 880 4.299451503 30 10 1 -1.3165104017 1 4.525451388
#> 881 5.058044141 30 11 1 -0.4929374242 1 5.054046684
#> 882 7.861477956 30 12 1 -2.0784892689 1 8.056385538
#> 883 3.302703898 30 13 1 1.0191570693 0 3.474502479
#> 884 5.192097124 30 14 1 -0.6537798248 1 5.190767282
#> 885 4.370593673 30 15 1 0.2990869033 1 4.532267589
#> 886 3.777673286 30 16 1 0.3952958700 1 3.813537991
#> 887 0.082889243 30 17 1 1.3681326480 0 0.012395472
#> 888 0.309407298 30 18 1 1.6551758157 1 0.274649495
#> 889 0.163831235 30 19 1 1.8221888218 1 0.124594295
#> 890 5.003300823 30 20 1 -1.7483722800 1 4.884735753
#> 891 2.178353744 30 21 1 -0.1568919530 0 2.344152065
#> 892 5.520960479 30 22 1 -2.1989232542 1 5.764130141
#> 893 2.264362335 30 23 1 1.0094961857 1 2.450743560
#> 894 3.025293085 30 24 1 -0.3543692199 1 3.119743190
#> 895 3.276665429 30 25 1 -0.4385634621 1 3.293552022
#> 896 3.812762165 30 26 1 -1.1874860760 1 3.902174195
#> 897 3.112770510 30 27 1 -0.6949368252 1 3.042991243
#> 898 1.689176144 30 28 1 0.9694343957 1 1.665469149
#> 899 -0.252318157 30 29 1 0.7292776342 0 0.023791802
#> 900 2.689759300 30 30 1 0.6682826189 1 2.474355151
#> 901 NA 31 1 1 0.7017843354 1 0.225879222
#> 902 1.976844098 31 2 1 0.2144453096 1 1.916633719
#> 903 1.093687043 31 3 1 -0.7886219709 0 1.547678151
#> 904 1.395250509 31 4 1 1.1683838731 1 0.935070364
#> 905 1.777292679 31 5 1 0.6241874720 1 1.768719524
#> 906 3.256182858 31 6 1 -0.6470456313 1 3.107977733
#> 907 2.378063265 31 7 1 -1.2410444968 0 2.800663597
#> 908 3.127111806 31 8 1 -0.1057841676 1 3.119752318
#> 909 1.541202147 31 9 1 -0.2732481068 0 1.739744951
#> 910 5.792164946 31 10 1 -2.8097746790 1 5.604058189
#> 911 3.892002077 31 11 1 -0.8341882316 0 4.001727980
#> 912 2.611700676 31 12 1 -0.0914342756 0 2.826840780
#> 913 0.957566726 31 13 1 0.7116019225 0 1.251233498
#> 914 2.502731198 31 14 1 0.3943948480 1 2.531244927
#> 915 2.632062811 31 15 1 -0.7593981173 0 2.408047260
#> 916 4.833884903 31 16 1 -0.9905076305 1 4.609879820
#> 917 2.756874736 31 17 1 1.0490866266 1 2.707329037
#> 918 2.590885069 31 18 1 0.6757624155 1 2.591388145
#> 919 4.814532942 31 19 1 -1.0223473286 1 4.606799621
#> 920 1.547681973 31 20 1 1.7699041099 1 1.584354972
#> 921 1.310674227 31 21 1 -0.3589365606 0 1.066099209
#> 922 2.823673317 31 22 1 -0.3198377917 1 2.849215866
#> 923 3.604327072 31 23 1 -0.7261049649 1 3.321132455
#> 924 -0.070076286 31 24 1 0.6534957657 0 0.031310836
#> 925 2.189014336 31 25 1 -0.2185938169 1 2.160794106
#> 926 2.892906101 31 26 1 -0.4996001898 1 2.837995016
#> 927 2.414946314 31 27 1 -0.0068463032 1 2.439678643
#> 928 1.715589063 31 28 1 0.7680077137 1 1.897904115
#> 929 1.390013405 31 29 1 1.1113804070 1 1.212107658
#> 930 3.260914898 31 30 1 -2.1448970243 1 3.327707419
#> 931 NA 32 1 1 -0.2621974894 1 -0.774315250
#> 932 2.038433618 32 2 1 -0.3246859115 1 2.250990083
#> 933 2.849892334 32 3 1 -0.5021987183 1 2.862537957
#> 934 1.707923872 32 4 1 1.0541810234 1 1.866054448
#> 935 1.647852095 32 5 1 0.9590053778 1 1.320106432
#> 936 4.758703487 32 6 1 -2.1576463350 1 4.936616098
#> 937 2.769540959 32 7 1 0.4547692690 1 3.183445013
#> 938 1.705836677 32 8 1 1.4040502677 1 1.597487187
#> 939 3.273034285 32 9 1 -0.4686997798 1 3.290852338
#> 940 3.081678879 32 10 1 0.4649679908 1 2.924764727
#> 941 3.357239959 32 11 1 0.2710667568 1 3.375022340
#> 942 2.544241564 32 12 1 1.1871868107 1 2.489455264
#> 943 2.348128619 32 13 1 0.9902622460 1 1.863077810
#> 944 4.683334819 32 14 1 -0.9135660482 1 4.706770173
#> 945 -1.293070318 32 15 1 2.6848589992 0 -1.369731216
#> 946 -0.933634870 32 16 1 0.5620413901 0 -0.895462912
#> 947 2.629523712 32 17 1 -0.3599751179 1 2.428332091
#> 948 4.845004643 32 18 1 -1.0742066095 1 4.638538394
#> 949 3.340583989 32 19 1 0.6061302614 1 3.094502473
#> 950 6.830542616 32 20 1 -2.3774069254 1 6.860650772
#> 951 4.928541058 32 21 1 -0.3290388304 1 4.935762399
#> 952 -0.903431898 32 22 1 2.0647042841 0 -1.124670209
#> 953 0.619371443 32 23 1 0.8061088684 1 0.572483135
#> 954 -2.199949922 32 24 1 1.7732386319 0 -1.844184207
#> 955 -0.180188500 32 25 1 1.4599659447 1 0.013236477
#> 956 2.982932583 32 26 1 -1.0736429908 1 3.227923177
#> 957 -0.523411495 32 27 1 1.3730520450 0 -0.572091424
#> 958 0.775752319 32 28 1 -1.1083279118 0 0.719179910
#> 959 1.963715882 32 29 1 0.2791608169 1 1.844656499
#> 960 0.812479664 32 30 1 0.1264124161 0 0.457236522
#> 961 NA 33 1 1 -1.5721441591 1 0.730815610
#> 962 2.095950297 33 2 1 0.0945835282 1 2.156409382
#> 963 -0.841929273 33 3 1 1.4960606698 0 -1.012958192
#> 964 1.071044141 33 4 1 1.1452631104 1 0.718494812
#> 965 0.912192090 33 5 1 1.6710548289 1 1.267905783
#> 966 -0.346888352 33 6 1 0.8842508200 0 -0.546925839
#> 967 -0.440281744 33 7 1 0.6599026381 0 -0.580678594
#> 968 1.128878098 33 8 1 1.2940839061 1 1.013614954
#> 969 2.198285468 33 9 1 0.7041672839 1 2.138866090
#> 970 0.430307292 33 10 1 0.8405398270 0 0.443547806
#> 971 0.523392695 33 11 1 0.1573533472 0 0.165443273
#> 972 1.050179015 33 12 1 1.1916012685 1 0.861850353
#> 973 -0.379692676 33 13 1 2.3829266952 1 -0.539679518
#> 974 1.007604840 33 14 1 0.8867490371 1 1.096938549
#> 975 3.647568652 33 15 1 -0.4583901391 1 3.335845992
#> 976 5.498781535 33 16 1 -1.1164164119 1 5.657237959
#> 977 7.191487519 33 17 1 -1.6859164545 1 7.142639539
#> 978 4.682595483 33 18 1 0.4545778091 1 4.691056849
#> 979 2.444387210 33 19 1 -0.0889305675 0 2.297103969
#> 980 2.532446469 33 20 1 0.5728115299 1 2.631797739
#> 981 3.176743108 33 21 1 0.0692364779 1 3.475345465
#> 982 -1.364739621 33 22 1 2.1935900691 0 -1.349316782
#> 983 -0.098391931 33 23 1 1.4243231097 1 0.116477028
#> 984 2.060588678 33 24 1 -0.0384567937 1 2.018936783
#> 985 1.219057742 33 25 1 -0.5820599179 0 1.203603480
#> 986 1.392267807 33 26 1 1.0572402127 1 1.094781129
#> 987 2.759301983 33 27 1 -0.6353230772 1 2.893716628
#> 988 2.850334009 33 28 1 -0.7862359200 1 2.575455719
#> 989 0.320953820 33 29 1 -0.0761706715 0 0.657281106
#> 990 1.006661830 33 30 1 -0.4518129363 0 0.900299606
#> 991 NA 34 1 1 -1.5146676538 1 0.545635528
#> 992 2.229359233 34 2 1 -0.8953633580 1 2.217106953
#> 993 3.542681092 34 3 1 -1.1373036207 1 3.751334774
#> 994 3.343492448 34 4 1 -0.5774680011 1 3.216412005
#> 995 2.830576943 34 5 1 0.0560167333 1 2.872600028
#> 996 3.781081237 34 6 1 -0.8294776116 1 3.590957875
#> 997 1.389162809 34 7 1 -0.1998898281 0 1.297682778
#> 998 3.885417822 34 8 1 -1.0899918724 1 4.181710220
#> 999 2.749582644 34 9 1 -1.1973635024 0 2.781511015
#> 1000 3.765125678 34 10 1 -0.2858454236 1 3.641232016
#> 1001 3.373959478 34 11 1 0.6297117467 1 3.200852695
#> 1002 5.235814818 34 12 1 -0.7889632181 1 5.601350542
#> 1003 4.552637834 34 13 1 0.6644158637 1 4.601050949
#> 1004 4.361270929 34 14 1 0.3333699702 1 4.596488105
#> 1005 4.474143823 34 15 1 0.0642435566 1 4.386887499
#> 1006 -0.286947247 34 16 1 1.8285304581 0 -0.561405287
#> 1007 3.574798372 34 17 1 -0.8445834285 1 3.675179663
#> 1008 2.293404676 34 18 1 -0.2133071432 0 1.906693552
#> 1009 1.655460733 34 19 1 -0.2608322438 0 1.822836411
#> 1010 1.747105623 34 20 1 1.0172492491 1 1.749611420
#> 1011 0.882060593 34 21 1 0.0969042337 0 0.931491498
#> 1012 0.341842871 34 22 1 0.1565953234 0 0.421396065
#> 1013 1.166007255 34 23 1 -0.7841440048 0 1.549654212
#> 1014 0.503499497 34 24 1 1.4931848406 1 0.537902230
#> 1015 1.079432126 34 25 1 -0.7830975957 0 0.883821973
#> 1016 1.130183504 34 26 1 1.2790725832 1 1.313973884
#> 1017 1.928693056 34 27 1 0.5581032939 1 1.917680299
#> 1018 0.814711510 34 28 1 2.2841164803 1 0.599186770
#> 1019 -0.657545099 34 29 1 1.3946631322 0 -0.643667236
#> 1020 3.082539707 34 30 1 -1.1366261878 1 3.245585421
#> 1021 NA 35 1 1 -1.6015361736 0 -0.288449296
#> 1022 0.242013832 35 2 1 -1.3108015333 0 0.520033920
#> 1023 2.349038925 35 3 1 -0.1790515944 1 2.161148748
#> 1024 0.849537321 35 4 1 2.0024827303 1 0.614558671
#> 1025 2.356508998 35 5 1 -0.0519819062 1 2.841911547
#> 1026 3.436759236 35 6 1 -0.5735602708 1 3.652983216
#> 1027 3.825488888 35 7 1 -0.6451139569 1 3.853690025
#> 1028 4.150862013 35 8 1 -0.8730710004 1 3.813704935
#> 1029 0.761217721 35 9 1 0.8663661321 0 0.817677292
#> 1030 0.223743159 35 10 1 0.5041262546 0 0.298513138
#> 1031 3.027354171 35 11 1 -0.3957979503 1 3.064489834
#> 1032 6.122255176 35 12 1 -1.5477765436 1 6.319469444
#> 1033 5.516046003 35 13 1 0.2073811574 1 5.449623847
#> 1034 5.444613483 35 14 1 -0.1706396182 1 5.648709096
#> 1035 4.048203550 35 15 1 0.6497918672 1 3.986807522
#> 1036 3.431365787 35 16 1 0.4605913495 1 3.223453374
#> 1037 4.422193257 35 17 1 -0.4577605332 1 4.397525786
#> 1038 1.788062919 35 18 1 0.3132287720 0 1.194643495
#> 1039 2.320079983 35 19 1 0.4640912339 1 2.439691715
#> 1040 2.228704221 35 20 1 -0.6309678667 0 2.280141749
#> 1041 2.715213792 35 21 1 0.2900343878 1 2.541684790
#> 1042 3.946739668 35 22 1 -0.8636089506 1 4.070171355
#> 1043 3.875348294 35 23 1 -0.6524043665 1 3.760827239
#> 1044 2.781895106 35 24 1 0.0830221576 1 2.873171188
#> 1045 4.402595625 35 25 1 -1.5196539949 1 4.506676320
#> 1046 2.220715857 35 26 1 0.7876767254 1 2.529181897
#> 1047 2.167986032 35 27 1 0.3411578684 1 2.182555233
#> 1048 2.947323865 35 28 1 -1.0933007640 1 3.029357525
#> 1049 2.065216406 35 29 1 0.1645341176 1 1.951911036
#> 1050 2.832381013 35 30 1 0.2097858904 1 2.765903278
#> 1051 NA 36 1 1 -0.5309065222 1 -1.222380911
#> 1052 1.902249674 36 2 1 1.9972133847 1 1.874842110
#> 1053 0.774602469 36 3 1 1.9023618217 1 0.812395979
#> 1054 2.338943454 36 4 1 0.0667008709 1 2.131324661
#> 1055 4.271762389 36 5 1 -1.7532373591 1 4.519136843
#> 1056 1.680179926 36 6 1 1.5039006090 1 1.343902608
#> 1057 0.560770526 36 7 1 0.1653210212 0 0.642541171
#> 1058 2.078272832 36 8 1 -1.3580790594 0 1.907708844
#> 1059 2.345493047 36 9 1 0.8641524862 1 2.095975625
#> 1060 2.451068644 36 10 1 -1.1559165251 0 2.502540252
#> 1061 2.594380732 36 11 1 0.8993540532 1 2.583314051
#> 1062 -1.372780876 36 12 1 2.4580604919 0 -1.464995728
#> 1063 5.060476808 36 13 1 -2.2106331106 1 5.025094898
#> 1064 3.917324552 36 14 1 0.8188281365 1 3.586100090
#> 1065 4.197217220 36 15 1 -0.0260186348 1 4.280175845
#> 1066 5.335812714 36 16 1 -0.7010036123 1 5.737613138
#> 1067 2.726372660 36 17 1 0.1036380042 0 2.594629069
#> 1068 3.741099558 36 18 1 -0.0899751970 1 4.006316299
#> 1069 5.487631434 36 19 1 -1.0204005907 1 5.556206448
#> 1070 3.891410164 36 20 1 0.4442870514 1 3.912480485
#> 1071 2.712527505 36 21 1 -0.7466789410 0 2.396564974
#> 1072 0.804172601 36 22 1 0.1654574195 0 0.843642042
#> 1073 1.500907108 36 23 1 0.6507783632 1 1.450357663
#> 1074 2.259484589 36 24 1 0.1155321043 1 2.422866868
#> 1075 1.620913561 36 25 1 -0.8056980816 0 1.767702010
#> 1076 3.629261105 36 26 1 -1.2224033826 1 3.010094280
#> 1077 3.435866970 36 27 1 -1.1795186291 1 3.794109016
#> 1078 2.301016483 36 28 1 0.2144793753 1 1.967209418
#> 1079 1.224043749 36 29 1 1.5778519788 1 1.156057823
#> 1080 2.931255376 36 30 1 0.1299655160 1 2.758905998
#> 1081 NA 37 1 1 -1.4617555850 1 0.633333596
#> 1082 0.045071783 37 2 1 0.6007088237 0 -0.087915593
#> 1083 2.243806059 37 3 1 -0.1009748853 1 2.474779879
#> 1084 -0.903774819 37 4 1 1.8668518447 0 -0.762443949
#> 1085 2.013329655 37 5 1 0.0993275941 1 1.960334136
#> 1086 3.529381412 37 6 1 -0.7741449296 1 3.518772176
#> 1087 2.612071399 37 7 1 0.4388187007 1 2.135799466
#> 1088 0.821763809 37 8 1 0.1818471926 0 0.754335049
#> 1089 3.804876647 37 9 1 -1.1986223591 1 3.691357537
#> 1090 3.927914049 37 10 1 -0.1271486068 1 3.987861425
#> 1091 5.245010644 37 11 1 -0.8308115273 1 5.509128450
#> 1092 3.560810855 37 12 1 -0.1624219425 0 3.704828831
#> 1093 -1.331717322 37 13 1 2.6917140032 0 -1.462506300
#> 1094 1.263830621 37 14 1 0.3883651628 1 1.105741290
#> 1095 3.908361481 37 15 1 -0.6435673870 1 3.807217138
#> 1096 1.752803444 37 16 1 0.2410459325 0 1.772105333
#> 1097 2.231747220 37 17 1 -0.6626072757 0 2.344694487
#> 1098 0.038128155 37 18 1 1.0705160368 0 0.098012469
#> 1099 4.391618104 37 19 1 -1.3134509165 1 4.235317398
#> 1100 3.385677396 37 20 1 0.4391303884 1 3.400692615
#> 1101 4.601611032 37 21 1 -0.8468963888 1 4.390518775
#> 1102 2.310137772 37 22 1 -0.6527743959 0 2.257076572
#> 1103 0.426763765 37 23 1 0.1830479699 0 0.422624726
#> 1104 -0.302715450 37 24 1 0.3248253133 0 0.109231909
#> 1105 3.374499193 37 25 1 -1.1661847074 1 3.362323618
#> 1106 2.360328785 37 26 1 0.4519521167 1 2.443479443
#> 1107 3.715694157 37 27 1 -1.7410220173 1 3.848532346
#> 1108 1.809991140 37 28 1 0.8925710596 1 1.859483164
#> 1109 0.315172332 37 29 1 -0.0619226576 0 0.192816404
#> 1110 2.935479866 37 30 1 -0.3285065726 1 3.099190213
#> 1111 NA 38 1 1 0.6879167730 0 1.427519656
#> 1112 2.201729211 38 2 1 -1.2512713616 1 2.343075945
#> 1113 3.692706470 38 3 1 -1.3598407038 1 3.624226792
#> 1114 3.894251155 38 4 1 -1.3509026860 1 3.935902780
#> 1115 3.455324974 38 5 1 -0.5718500579 1 3.256981237
#> 1116 2.006428344 38 6 1 0.8457315402 1 1.722707963
#> 1117 1.674407522 38 7 1 0.8833028199 1 1.725735521
#> 1118 2.666983060 38 8 1 0.1648408679 1 2.388517372
#> 1119 2.554301711 38 9 1 0.6394919979 1 2.443151403
#> 1120 5.218998342 38 10 1 -1.9415183760 1 5.171667724
#> 1121 5.119569734 38 11 1 -0.3305447001 1 5.086590319
#> 1122 5.177940157 38 12 1 -0.0974512501 1 5.345038539
#> 1123 5.996071238 38 13 1 -0.4826768218 1 5.885653007
#> 1124 4.074613468 38 14 1 -0.4459350272 0 4.077612990
#> 1125 2.779187619 38 15 1 1.0453056640 1 2.621016136
#> 1126 4.038915122 38 16 1 -0.3524531992 1 4.052029829
#> 1127 1.203267477 38 17 1 2.0066806908 1 1.180873823
#> 1128 2.816453828 38 18 1 -1.3511003857 0 2.853951436
#> 1129 4.229645516 38 19 1 -0.4944808755 1 3.839955982
#> 1130 0.362899370 38 20 1 1.0406231529 0 0.327073473
#> 1131 0.911609870 38 21 1 1.1970776637 1 0.898537031
#> 1132 0.684831788 38 22 1 1.4528172823 1 0.854768081
#> 1133 1.513666295 38 23 1 0.5487749604 1 1.403692741
#> 1134 3.370767782 38 24 1 -0.8705772453 1 3.671210634
#> 1135 2.425855171 38 25 1 0.4079461962 1 2.481221082
#> 1136 1.488599845 38 26 1 1.1504491864 1 1.392567185
#> 1137 3.705245535 38 27 1 -1.9925857712 1 3.648409794
#> 1138 -0.324156978 38 28 1 1.0187579723 0 -0.368474474
#> 1139 1.798361268 38 29 1 0.6139229642 1 1.912354251
#> 1140 2.451886543 38 30 1 1.9727035673 1 2.776344637
#> 1141 NA 39 1 1 2.1001089405 0 1.380517493
#> 1142 2.104965457 39 2 1 -0.6111659167 1 2.346319824
#> 1143 1.069670714 39 3 1 -0.6647694353 0 1.293337231
#> 1144 0.351350136 39 4 1 0.0209835864 0 0.371027524
#> 1145 3.108884581 39 5 1 -0.9740095828 1 2.893168807
#> 1146 4.159603963 39 6 1 -1.2606828788 1 4.178210587
#> 1147 5.528841424 39 7 1 -2.0523369839 1 5.514768911
#> 1148 1.287411877 39 8 1 0.3641146874 0 1.586385000
#> 1149 -1.234463947 39 9 1 2.4302266523 0 -1.393243236
#> 1150 -1.267807006 39 10 1 1.1811808914 0 -1.515913492
#> 1151 -1.121498887 39 11 1 0.7408145237 0 -1.034470519
#> 1152 1.405391767 39 12 1 0.4205741887 1 1.460849259
#> 1153 -0.138376760 39 13 1 2.3747347151 1 0.012746452
#> 1154 0.168691783 39 14 1 0.2311149344 0 0.039725700
#> 1155 -1.827369407 39 15 1 1.6155453232 0 -1.650288932
#> 1156 1.241949992 39 16 1 0.3711479598 1 1.204184675
#> 1157 3.354703548 39 17 1 -0.2722675344 1 3.187901385
#> 1158 4.422327417 39 18 1 -0.5226166972 1 3.897117840
#> 1159 1.545771003 39 19 1 1.7517571498 1 1.542327781
#> 1160 2.313966846 39 20 1 0.4840993880 1 2.390514277
#> 1161 1.837817846 39 21 1 -0.5486273611 0 1.842765790
#> 1162 3.656930658 39 22 1 -0.8064826557 1 3.586070669
#> 1163 1.145949530 39 23 1 1.4046842945 1 0.919980183
#> 1164 0.223663864 39 24 1 -0.0517182129 0 0.412340709
#> 1165 3.032930253 39 25 1 -0.8630042460 1 3.057769749
#> 1166 0.504952756 39 26 1 0.1679409807 0 0.448043839
#> 1167 1.743371813 39 27 1 0.5512742115 1 1.570782797
#> 1168 1.484893657 39 28 1 1.0891120109 1 1.628775145
#> 1169 1.259894689 39 29 1 -1.5460885942 0 0.930108458
#> 1170 1.316677580 39 30 1 -2.2486900668 0 1.642069053
#> 1171 NA 40 1 1 -1.2870304760 1 0.872634567
#> 1172 2.046775015 40 2 1 -1.1854800846 1 2.331187363
#> 1173 1.865109789 40 3 1 0.4854599789 1 2.063639466
#> 1174 1.305868033 40 4 1 1.2499145710 1 0.925175719
#> 1175 2.376541523 40 5 1 -0.1799062310 1 2.647081654
#> 1176 1.032083863 40 6 1 -0.3545424031 0 1.208479446
#> 1177 4.313008541 40 7 1 -1.6363792681 1 4.304276450
#> 1178 2.686831683 40 8 1 0.5521577142 1 2.743789709
#> 1179 3.558689668 40 9 1 -0.5572154819 1 3.595297694
#> 1180 1.704643166 40 10 1 1.8599108615 1 1.522332726
#> 1181 1.783417212 40 11 1 0.9899716086 1 1.641533685
#> 1182 5.345795770 40 12 1 -1.6140394566 1 5.439898522
#> 1183 2.686620610 40 13 1 0.3746435680 0 2.937967363
#> 1184 0.883493123 40 14 1 0.6475133580 0 0.506534756
#> 1185 2.558446565 40 15 1 -0.0296939710 1 3.010010078
#> 1186 1.212770889 40 16 1 0.2435327188 0 1.403429430
#> 1187 4.647281574 40 17 1 -1.2139444702 1 4.688749168
#> 1188 2.507925656 40 18 1 -0.2491906778 0 2.674241815
#> 1189 1.287910314 40 19 1 0.0557647746 0 1.261053301
#> 1190 3.103958958 40 20 1 -0.2448837791 1 3.243653924
#> 1191 2.853542956 40 21 1 0.3030456952 1 2.817195774
#> 1192 2.389933934 40 22 1 0.3729115952 1 2.382680719
#> 1193 -0.007563466 40 23 1 0.3870831196 0 0.494371248
#> 1194 -1.230249120 40 24 1 0.9084476988 0 -1.435579812
#> 1195 1.123765274 40 25 1 0.3040420350 1 1.398374609
#> 1196 0.713607120 40 26 1 -0.5661093329 0 0.715861050
#> 1197 2.063046640 40 27 1 -0.0347420615 1 2.384552409
#> 1198 2.203012531 40 28 1 -0.1631289899 1 2.468122409
#> 1199 2.109146714 40 29 1 -0.1123919613 1 2.241482886
#> 1200 0.578053784 40 30 1 0.8382193873 0 0.498171021
#> 1201 NA 41 1 1 0.7877388475 1 -0.483135069
#> 1202 1.648794499 41 2 1 2.1988103489 1 1.582592880
#> 1203 2.576960326 41 3 1 -0.3756028717 1 2.442034531
#> 1204 3.051523716 41 4 1 -0.7152421872 1 3.078937533
#> 1205 -0.202600968 41 5 1 1.0149431727 0 -0.032066114
#> 1206 0.233802268 41 6 1 -0.0735560191 0 0.392418736
#> 1207 0.670434951 41 7 1 1.4304023412 1 0.284759931
#> 1208 3.010101532 41 8 1 -0.6018928460 1 2.826765154
#> 1209 2.383863152 41 9 1 0.8449042414 1 2.404949212
#> 1210 2.098326580 41 10 1 1.0740122603 1 2.162816485
#> 1211 5.569754286 41 11 1 -1.9385047015 1 5.304530240
#> 1212 6.029407900 41 12 1 -0.7282191112 1 6.209159068
#> 1213 3.435317582 41 13 1 1.5384301989 1 3.470670905
#> 1214 3.589740474 41 14 1 0.3562833449 1 3.442138805
#> 1215 3.074045206 41 15 1 0.5622673454 1 3.338063660
#> 1216 5.177682512 41 16 1 -1.0141141727 1 5.232285747
#> 1217 4.636157027 41 17 1 -0.1412617573 1 4.439237368
#> 1218 5.446551747 41 18 1 -0.9957987249 1 5.529304524
#> 1219 3.985409159 41 19 1 0.3314343982 1 3.926001949
#> 1220 2.440411860 41 20 1 0.9159920579 1 2.607792261
#> 1221 3.157432996 41 21 1 -0.0569705338 1 3.076005813
#> 1222 2.211154288 41 22 1 0.6198500746 1 2.451503201
#> 1223 -0.781979455 41 23 1 1.0517012702 0 -0.413077367
#> 1224 2.645100189 41 24 1 -0.7497257869 1 2.899979825
#> 1225 2.751980817 41 25 1 -0.1464274878 1 2.688992106
#> 1226 1.482123239 41 26 1 -1.0861182406 0 1.579737781
#> 1227 0.852440752 41 27 1 1.8505717036 1 0.718656001
#> 1228 0.602379685 41 28 1 -0.8209866971 0 0.272285908
#> 1229 0.140395023 41 29 1 -0.0217945400 0 0.310082380
#> 1230 0.783841008 41 30 1 -0.2890232705 0 0.479430513
#> 1231 NA 42 1 1 0.7690422410 1 -0.531346919
#> 1232 -0.152739483 42 2 1 1.3124129764 0 0.062147889
#> 1233 2.577145391 42 3 1 -0.5618763635 1 2.672862760
#> 1234 3.183788640 42 4 1 -0.7526889682 1 3.282183717
#> 1235 4.543272247 42 5 1 -1.9927484887 1 4.397119647
#> 1236 4.333211447 42 6 1 -1.1686514244 1 4.126102345
#> 1237 1.929608855 42 7 1 1.0466288471 1 1.959526462
#> 1238 3.814902677 42 8 1 -0.9936985911 1 3.698923196
#> 1239 2.136842909 42 9 1 -0.7822018456 0 1.919052614
#> 1240 3.079173931 42 10 1 -0.0273469664 1 3.252351104
#> 1241 1.721870838 42 11 1 0.1071904070 0 1.332755917
#> 1242 3.216243934 42 12 1 -1.5404424053 0 3.594173670
#> 1243 4.505714669 42 13 1 -0.1097103212 1 4.411262364
#> 1244 5.582670703 42 14 1 -0.6580102079 1 5.760868987
#> 1245 5.107502370 42 15 1 -0.0974124985 1 4.866657153
#> 1246 3.562493655 42 16 1 -0.7913138788 0 3.460061332
#> 1247 5.248787088 42 17 1 -1.0053775816 1 5.225477887
#> 1248 5.866049063 42 18 1 -1.0399550438 1 5.818535967
#> 1249 4.861575829 42 19 1 -0.1898466377 1 5.289613510
#> 1250 1.156447903 42 20 1 0.8006223565 0 1.379254247
#> 1251 3.989061749 42 21 1 -0.9578493922 1 4.146011232
#> 1252 2.256348348 42 22 1 -0.7575101607 0 2.549584097
#> 1253 1.821952405 42 23 1 0.6229054623 1 1.615322031
#> 1254 2.688600706 42 24 1 -0.3216060699 1 2.874733392
#> 1255 4.255349412 42 25 1 -1.4335621799 1 4.430548364
#> 1256 3.478957888 42 26 1 -0.6653027956 1 3.619720266
#> 1257 2.083389620 42 27 1 0.5736751083 1 2.070565519
#> 1258 2.382204723 42 28 1 -0.3072572330 1 2.546915862
#> 1259 0.674766166 42 29 1 -0.7583454174 0 0.663052448
#> 1260 2.636701936 42 30 1 0.6565134106 1 2.695490298
#> 1261 NA 43 1 1 0.3322025790 1 -0.587684757
#> 1262 1.947763564 43 2 1 -0.2651450567 1 1.905737844
#> 1263 0.592763361 43 3 1 -0.3439172341 0 0.401646703
#> 1264 2.854745162 43 4 1 -0.9385387036 1 3.024391310
#> 1265 3.019221515 43 5 1 -0.4272792872 1 2.709158525
#> 1266 3.338271157 43 6 1 -0.6347482649 1 3.595197334
#> 1267 2.437317374 43 7 1 0.4352889489 1 2.157294483
#> 1268 1.776974799 43 8 1 1.0267850561 1 1.907173144
#> 1269 1.877737691 43 9 1 1.1107114182 1 1.506278500
#> 1270 0.870959163 43 10 1 -0.0333303423 0 0.798629948
#> 1271 1.927488064 43 11 1 0.6087790117 1 2.062074785
#> 1272 4.334289401 43 12 1 -0.6930946140 1 4.204229348
#> 1273 1.865281417 43 13 1 0.5114707547 0 1.528279658
#> 1274 1.879465877 43 14 1 0.8552022051 1 1.877740137
#> 1275 -0.274138544 43 15 1 1.0164552177 0 -0.042726144
#> 1276 1.882217337 43 16 1 0.2995936847 1 1.814778887
#> 1277 2.858393446 43 17 1 0.1561557073 1 2.650653581
#> 1278 3.415076170 43 18 1 -0.0179802406 1 3.523583218
#> 1279 3.032306387 43 19 1 0.4704927320 1 3.150593822
#> 1280 4.745981146 43 20 1 -0.9365690341 1 4.771100577
#> 1281 2.987434958 43 21 1 0.5910619094 1 2.934039629
#> 1282 1.866598452 43 22 1 0.8515246815 1 1.991874639
#> 1283 1.826677557 43 23 1 0.4336203898 1 1.499335888
#> 1284 1.634098502 43 24 1 -1.1477707505 0 1.454364446
#> 1285 3.092092225 43 25 1 -0.7906077857 1 3.109193190
#> 1286 1.876946207 43 26 1 0.7148483559 1 1.968798561
#> 1287 1.596095417 43 27 1 0.8496958911 1 1.760729567
#> 1288 0.685437182 43 28 1 -0.9020980085 0 0.718964812
#> 1289 2.782876856 43 29 1 -1.0358928844 1 2.847289954
#> 1290 0.892428643 43 30 1 -0.4539977006 0 0.858035852
#> 1291 NA 44 1 1 -1.0083766083 1 -0.411697869
#> 1292 0.206557689 44 2 1 0.5431940592 0 0.063826419
#> 1293 0.264042990 44 3 1 0.0904966471 0 0.089140543
#> 1294 1.260641693 44 4 1 -1.0525132793 0 1.048845685
#> 1295 2.498949935 44 5 1 0.1166372836 1 2.666394564
#> 1296 3.029999364 44 6 1 -0.0288415529 1 3.305391576
#> 1297 2.401868697 44 7 1 0.7151784071 1 2.439196228
#> 1298 2.453843592 44 8 1 0.7510613026 1 2.797224072
#> 1299 1.242243338 44 9 1 0.2498247199 0 1.553537517
#> 1300 4.686988908 44 10 1 -1.5160676232 1 4.814416950
#> 1301 4.517408644 44 11 1 -1.4508243135 0 4.646040962
#> 1302 4.879694901 44 12 1 0.1188494330 1 5.174614139
#> 1303 3.141116947 44 13 1 0.2139579796 0 2.971407060
#> 1304 2.510148079 44 14 1 1.1529362256 1 2.202240715
#> 1305 5.276130035 44 15 1 -1.1561673943 1 5.072433184
#> 1306 2.386181386 44 16 1 1.6390519088 1 2.306544278
#> 1307 3.282598821 44 17 1 0.2336336141 1 3.529838909
#> 1308 4.248830939 44 18 1 -0.1321751329 1 4.416696339
#> 1309 5.640149144 44 19 1 -0.9516795430 1 5.543852793
#> 1310 6.571037903 44 20 1 -1.4007874340 1 6.493606177
#> 1311 4.424183225 44 21 1 0.1731048735 1 4.470957138
#> 1312 4.576796172 44 22 1 -0.7479299709 1 4.698091051
#> 1313 2.944414950 44 23 1 0.3860844382 1 2.945911776
#> 1314 2.438463784 44 24 1 0.3543521964 1 2.345839108
#> 1315 1.772018877 44 25 1 0.8851124551 1 1.659672519
#> 1316 2.982523090 44 26 1 -0.4316611004 1 2.931362477
#> 1317 1.709358089 44 27 1 1.3343835853 1 1.625903072
#> 1318 0.033742734 44 28 1 0.6270687431 0 -0.052418644
#> 1319 1.778111971 44 29 1 0.9481593026 1 1.734149194
#> 1320 3.202093795 44 30 1 -0.5938645624 1 3.353354914
#> 1321 NA 45 1 1 -0.1194526066 1 0.709185621
#> 1322 2.230226684 45 2 1 -0.4143399479 1 2.420382191
#> 1323 1.150993451 45 3 1 1.5985087711 1 1.239399029
#> 1324 0.872352753 45 4 1 -0.4371595332 0 0.992231284
#> 1325 3.306295697 45 5 1 -0.8932075701 1 3.042495897
#> 1326 2.285158562 45 6 1 0.6706959687 1 2.275330495
#> 1327 1.883762449 45 7 1 0.9171749176 1 1.706442200
#> 1328 4.451065574 45 8 1 -1.5091665373 1 4.468813255
#> 1329 2.351668993 45 9 1 1.6519153916 1 2.294499256
#> 1330 0.603801310 45 10 1 0.7903853439 0 0.973971034
#> 1331 0.445611231 45 11 1 0.4806255999 0 0.300797979
#> 1332 4.623776159 45 12 1 -1.3647094580 1 4.421176290
#> 1333 3.247464756 45 13 1 -0.1861206994 0 3.695244995
#> 1334 4.058862636 45 14 1 0.2762745565 1 4.054363622
#> 1335 1.095526556 45 15 1 2.3208602240 1 1.041456702
#> 1336 1.462217179 45 16 1 1.0846170087 1 1.387692417
#> 1337 0.695178108 45 17 1 0.3555876116 0 0.135683868
#> 1338 4.179864395 45 18 1 -2.5493427748 0 4.056679063
#> 1339 2.561033106 45 19 1 1.1579104666 1 2.114063642
#> 1340 3.115199332 45 20 1 0.1602775400 1 2.797470006
#> 1341 1.577052221 45 21 1 1.3997833562 1 1.571537170
#> 1342 2.003308295 45 22 1 0.6302398297 1 2.269564081
#> 1343 1.090023703 45 23 1 1.2913233045 1 1.222520760
#> 1344 1.829187459 45 24 1 0.4247997824 1 1.591447879
#> 1345 -0.491958672 45 25 1 0.9030760860 0 -0.396824485
#> 1346 1.902317325 45 26 1 0.2276149399 1 1.803232154
#> 1347 2.816432970 45 27 1 -0.5007190980 1 2.685043250
#> 1348 -0.305586608 45 28 1 1.1203550284 0 -0.351281758
#> 1349 1.728348884 45 29 1 0.9141587339 1 1.800882387
#> 1350 3.364197178 45 30 1 -1.7103796664 1 3.255519366
#> 1351 NA 46 1 1 -0.2803953352 0 0.256396754
#> 1352 2.043516003 46 2 1 -0.4762468946 1 2.047497882
#> 1353 2.431894559 46 3 1 -0.0885651121 1 2.249153828
#> 1354 2.191580915 46 4 1 0.3311791730 1 1.797767873
#> 1355 0.198837835 46 5 1 0.3339029425 0 0.446798989
#> 1356 4.031758133 46 6 1 -1.6505465434 1 4.116120145
#> 1357 4.188027708 46 7 1 -2.6609227985 0 4.215483498
#> 1358 3.394569050 46 8 1 -0.0951474508 1 3.385208749
#> 1359 4.614971810 46 9 1 -1.4589707285 1 4.516460399
#> 1360 4.186197687 46 10 1 -0.2107341807 1 4.513575996
#> 1361 3.374259294 46 11 1 -0.8281742704 0 3.302043529
#> 1362 3.299827490 46 12 1 0.5899826794 1 3.551906019
#> 1363 4.484100539 46 13 1 -0.1203938246 1 4.370095995
#> 1364 4.388331464 46 14 1 0.1441046625 1 4.275243031
#> 1365 5.145881786 46 15 1 -0.6035312478 1 5.277280957
#> 1366 3.475047211 46 16 1 -0.6245674736 0 3.252238054
#> 1367 6.037450380 46 17 1 -1.6218582591 1 5.987073571
#> 1368 3.319368180 46 18 1 1.0405734557 1 3.598926743
#> 1369 2.975673881 46 19 1 0.5847052602 1 2.807353151
#> 1370 3.768262054 46 20 1 -0.2739623748 1 3.538139850
#> 1371 1.296752234 46 21 1 0.1174595846 0 1.164951666
#> 1372 -0.849764270 46 22 1 1.0966616331 0 -1.187506310
#> 1373 0.884034329 46 23 1 -1.0022598737 0 0.791772540
#> 1374 -0.738424813 46 24 1 0.6483473512 0 -0.744777131
#> 1375 -2.510924835 46 25 1 2.0055732743 0 -2.295669263
#> 1376 0.361874498 46 26 1 1.2949457957 1 0.322335573
#> 1377 -0.268908175 46 27 1 0.5100979282 0 -0.262585395
#> 1378 -1.311502552 46 28 1 2.1272135525 0 -1.176755781
#> 1379 3.059911402 46 29 1 -1.2987319948 1 3.044671789
#> 1380 2.898139270 46 30 1 -0.2094484283 1 2.776714424
#> 1381 NA 47 1 1 0.5629895332 0 -1.856360586
#> 1382 0.162261261 47 2 1 -0.7886028379 0 0.106389520
#> 1383 -0.854282874 47 3 1 1.0807994962 0 -0.970242529
#> 1384 1.651750031 47 4 1 -2.0142104979 0 1.985484775
#> 1385 0.215552223 47 5 1 0.4114299206 0 0.202382509
#> 1386 2.648462472 47 6 1 -0.3497542392 1 2.684726554
#> 1387 1.597982159 47 7 1 1.1102770966 1 1.682642290
#> 1388 3.693424159 47 8 1 -0.8959478228 1 3.505353231
#> 1389 3.452083305 47 9 1 -0.0512978861 1 3.330785688
#> 1390 4.250251472 47 10 1 -0.6567429254 1 4.106334483
#> 1391 3.037655661 47 11 1 1.0202530122 1 3.324366474
#> 1392 3.764508543 47 12 1 0.2893440288 1 3.578136447
#> 1393 2.918906077 47 13 1 1.0128343358 1 3.033948896
#> 1394 4.091726289 47 14 1 -0.0756250808 1 4.149563590
#> 1395 6.351976570 47 15 1 -1.4588494144 1 6.333550168
#> 1396 1.867628177 47 16 1 0.8259229016 0 2.018787467
#> 1397 0.986142605 47 17 1 0.2207112910 0 0.805122756
#> 1398 2.470323095 47 18 1 0.2497257360 1 2.574730250
#> 1399 4.539827538 47 19 1 -0.8064528227 1 4.631404501
#> 1400 5.447771823 47 20 1 -0.9855391126 1 5.185188659
#> 1401 2.454007279 47 21 1 -0.3315457582 0 2.284616499
#> 1402 4.005131373 47 22 1 -0.9884429224 1 4.238215633
#> 1403 2.492850969 47 23 1 -1.1051827292 0 2.692308332
#> 1404 4.130707159 47 24 1 -1.2198100315 1 4.070911338
#> 1405 0.998401999 47 25 1 -0.0035803084 0 0.848498226
#> 1406 1.679088996 47 26 1 0.5783349405 1 1.596951129
#> 1407 1.656828982 47 27 1 0.8687932702 1 1.647806247
#> 1408 1.958086181 47 28 1 0.3661143829 1 2.040229704
#> 1409 1.884021923 47 29 1 0.4243787949 1 1.905038368
#> 1410 2.333014588 47 30 1 2.4787458014 1 2.536588814
#> 1411 NA 48 1 1 -0.3724387561 1 -1.860587630
#> 1412 2.089810314 48 2 1 -0.5946172675 1 1.891144083
#> 1413 1.777615864 48 3 1 0.6307541157 1 1.927477400
#> 1414 2.257806671 48 4 1 0.2119804334 1 2.033588129
#> 1415 2.572027367 48 5 1 -0.0330361593 1 2.168190726
#> 1416 1.844072553 48 6 1 0.7564064385 1 1.834719214
#> 1417 1.251197752 48 7 1 -0.4849875966 0 1.146260405
#> 1418 4.712595786 48 8 1 -2.0707510705 1 5.043243077
#> 1419 4.257759356 48 9 1 -0.5269251761 1 4.389257562
#> 1420 3.380008685 48 10 1 -1.4120257927 0 3.460117575
#> 1421 1.313519654 48 11 1 0.5384820321 0 1.514635101
#> 1422 4.438582540 48 12 1 -0.9042150256 1 4.225870266
#> 1423 2.994914619 48 13 1 -0.2014581470 0 2.887106935
#> 1424 0.760936924 48 14 1 2.1614158463 1 1.180290752
#> 1425 3.426529528 48 15 1 -0.3509178272 1 3.404101115
#> 1426 1.905050890 48 16 1 -0.0485683528 0 1.896778204
#> 1427 2.763125133 48 17 1 0.3104500805 1 3.120412371
#> 1428 0.387098802 48 18 1 2.4162073731 1 0.559301148
#> 1429 2.600700787 48 19 1 0.0545532458 1 2.565488407
#> 1430 3.205547602 48 20 1 0.0839306795 1 3.059357337
#> 1431 2.937587865 48 21 1 0.2782949133 1 2.808165232
#> 1432 1.616575288 48 22 1 1.1079950410 1 1.922539667
#> 1433 1.703786279 48 23 1 0.5919460034 1 1.692281599
#> 1434 2.176723476 48 24 1 0.1072350348 1 1.845048822
#> 1435 4.077474621 48 25 1 -1.4958268140 1 3.469631999
#> 1436 1.449640215 48 26 1 1.3646727815 1 1.455974773
#> 1437 -0.725907648 48 27 1 1.3693516880 0 -0.801217467
#> 1438 2.603334831 48 28 1 -0.8747813772 1 2.220614293
#> 1439 0.930258670 48 29 1 -1.1125453200 0 0.828384272
#> 1440 2.580792014 48 30 1 0.9897022081 1 2.512201874
#> 1441 NA 49 1 1 0.9769733867 1 -0.022834094
#> 1442 1.836342449 49 2 1 1.6509074673 1 1.890837374
#> 1443 2.502529698 49 3 1 -0.1136398955 1 2.291823876
#> 1444 -0.462666912 49 4 1 1.2366750464 0 -0.343103513
#> 1445 4.317355463 49 5 1 -2.4658981938 1 4.676090144
#> 1446 1.797609145 49 6 1 -0.5388091600 0 1.865438510
#> 1447 2.463410267 49 7 1 0.2306168306 1 2.344137305
#> 1448 2.824583445 49 8 1 0.1501201312 1 3.027341641
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#> 1450 3.968598372 49 10 1 -0.2997624966 1 3.877525779
#> 1451 3.254608512 49 11 1 0.7690522950 1 3.118880658
#> 1452 1.789982275 49 12 1 0.2263249424 0 2.013905806
#> 1453 4.532383497 49 13 1 -2.0376824944 0 4.584207497
#> 1454 2.396226559 49 14 1 0.2763155321 0 2.114715566
#> 1455 1.208005146 49 15 1 0.1467084841 0 1.290089002
#> 1456 2.566051043 49 16 1 0.3013136517 1 2.487496598
#> 1457 5.524331200 49 17 1 -1.4211084475 1 5.475378564
#> 1458 3.678201855 49 18 1 0.6851982381 1 3.624085039
#> 1459 2.877421006 49 19 1 0.7163316195 1 2.940459805
#> 1460 5.353702910 49 20 1 -1.3199965265 1 5.212145772
#> 1461 5.567986972 49 21 1 -1.1855916490 1 5.459743360
#> 1462 2.373361235 49 22 1 -0.4895328712 0 2.515928090
#> 1463 2.802284141 49 23 1 -0.1196896641 1 2.672165305
#> 1464 1.821862222 49 24 1 -0.9440576916 0 1.515098647
#> 1465 1.245834962 49 25 1 -0.7684170270 0 1.583654432
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#> 1468 1.574832805 49 28 1 1.0244748630 1 1.937714972
#> 1469 2.919107570 49 29 1 -1.0510732262 1 2.891431822
#> 1470 2.564134948 49 30 1 1.6755721558 1 2.689318569
#> 1471 NA 50 1 1 -0.3745808578 1 0.149938747
#> 1472 2.046726837 50 2 1 -0.0540281251 1 1.755086924
#> 1473 3.759080959 50 3 1 -1.5329020029 1 4.049610391
#> 1474 1.143758734 50 4 1 2.0375740182 1 1.076061989
#> 1475 0.112205172 50 5 1 2.5714581459 1 -0.044604420
#> 1476 1.994248717 50 6 1 0.2272919217 1 2.044199171
#> 1477 1.110982181 50 7 1 -0.2951578009 0 0.988926553
#> 1478 0.769621341 50 8 1 -0.0792117093 0 0.264026161
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#> 1480 3.657035116 50 10 1 -0.8490611350 1 3.751728788
#> 1481 3.950942550 50 11 1 0.1207193293 1 3.677867529
#> 1482 3.333573698 50 12 1 0.7480811625 1 3.489499606
#> 1483 2.639620991 50 13 1 -0.1958892488 0 2.544599144
#> 1484 1.998644384 50 14 1 -0.1582940287 0 1.816004877
#> 1485 0.945227208 50 15 1 1.6236212077 1 1.004184589
#> 1486 2.495164368 50 16 1 0.2603614907 1 2.617673160
#> 1487 2.152773281 50 17 1 0.9553656397 1 2.219318416
#> 1488 1.983206173 50 18 1 -0.4469593090 0 1.868055357
#> 1489 0.454443165 50 19 1 0.5577309821 0 0.554567864
#> 1490 2.435519465 50 20 1 0.1612263513 1 2.272492856
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#> 1492 2.452903136 50 22 1 0.2943533884 1 2.551791148
#> 1493 0.576414903 50 23 1 0.0740052117 0 0.892844219
#> 1494 2.141602791 50 24 1 -0.0003846487 1 2.208617975
#> 1495 0.080318388 50 25 1 0.4084885048 0 -0.121140002
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#> 1497 0.105965655 50 27 1 0.4211471730 0 0.104957356
#> 1498 -0.442770718 50 28 1 0.9047588937 0 -0.711684545
#> 1499 1.861627067 50 29 1 0.5254124483 1 1.969896757
#> 1500 0.697359787 50 30 1 0.9149653183 0 0.677013200
#> 1501 NA 1 1 2 -0.5753469626 0 0.404690656
#> 1502 1.764585717 1 2 2 1.0527114656 1 1.366561787
#> 1503 0.136341302 1 3 2 0.1192452364 0 0.104795746
#> 1504 0.515793843 1 4 2 -0.5211173176 0 0.929566554
#> 1505 1.114481419 1 5 2 1.3011759922 1 0.860590438
#> 1506 2.539783314 1 6 2 -0.2052992575 1 2.116082005
#> 1507 2.042102734 1 7 2 0.4922285701 1 2.297089650
#> 1508 -0.019542106 1 8 2 0.8719649541 0 -0.139421359
#> 1509 2.431339150 1 9 2 -0.0973692675 1 2.317530179
#> 1510 2.016405603 1 10 2 -0.8338435805 0 1.937360674
#> 1511 1.686698871 1 11 2 -0.3970305203 0 1.657080795
#> 1512 0.025615321 1 12 2 0.8636484342 0 0.218155954
#> 1513 -1.050793269 1 13 2 1.0610952533 0 -0.944676028
#> 1514 1.137006571 1 14 2 0.5397906055 1 1.386499245
#> 1515 6.595319911 1 15 2 -2.5079178022 1 6.593880944
#> 1516 3.693603107 1 16 2 0.9112096768 1 3.852378758
#> 1517 0.207076806 1 17 2 2.5754497637 1 0.322540139
#> 1518 1.421118076 1 18 2 0.7841708791 1 1.529191330
#> 1519 -2.815344184 1 19 2 2.7973911470 0 -3.053726414
#> 1520 -0.702506769 1 20 2 1.4819340159 1 -0.916626670
#> 1521 2.700209285 1 21 2 -0.6249283875 1 2.478956305
#> 1522 2.207477679 1 22 2 0.5102732511 1 2.471760969
#> 1523 2.306160966 1 23 2 0.2018374723 1 2.483551899
#> 1524 1.576211913 1 24 2 0.7412773772 1 1.558667362
#> 1525 0.858643127 1 25 2 1.3426239200 1 0.603979578
#> 1526 -1.654023643 1 26 2 1.9001363349 0 -1.670883500
#> 1527 1.640090182 1 27 2 0.0650680195 1 1.583935930
#> 1528 2.604907276 1 28 2 -0.8682240473 1 2.719419770
#> 1529 2.123780082 1 29 2 -0.2382486959 1 1.834727911
#> 1530 2.841477003 1 30 2 -0.6860240001 1 2.840950465
#> 1531 NA 2 1 2 0.6079643222 1 0.799914607
#> 1532 2.104273921 2 2 2 -1.0491770067 1 2.149899777
#> 1533 2.108589349 2 3 2 0.2436874296 1 2.040891783
#> 1534 2.767818525 2 4 2 -0.4898704531 1 2.954428636
#> 1535 1.892406541 2 5 2 0.7567747638 1 2.145966376
#> 1536 1.819308299 2 6 2 0.6511932816 1 1.911350810
#> 1537 2.229419127 2 7 2 0.2678350153 1 2.347386937
#> 1538 3.172893056 2 8 2 -0.3484724490 1 2.997893465
#> 1539 2.972391710 2 9 2 0.2161525418 1 2.973068796
#> 1540 2.765447270 2 10 2 0.5787223746 1 2.749272526
#> 1541 4.965215447 2 11 2 -1.2175999878 1 5.134904795
#> 1542 1.135643937 2 12 2 1.3805145283 0 1.299656939
#> 1543 1.356388211 2 13 2 -0.2128482786 0 1.431866443
#> 1544 0.183083299 2 14 2 0.6164557164 0 0.139077598
#> 1545 4.664667744 2 15 2 -1.5652817650 1 4.307466136
#> 1546 1.877832732 2 16 2 0.1424584320 0 1.645318818
#> 1547 2.665682794 2 17 2 -1.1852888106 0 2.739822928
#> 1548 0.236834239 2 18 2 2.2996193612 1 0.400544920
#> 1549 -3.308781431 2 19 2 2.8322260239 0 -3.232121868
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#> 1551 0.922721144 2 21 2 0.9571642742 1 0.808179646
#> 1552 0.740794671 2 22 2 -0.3331209012 0 0.806465525
#> 1553 2.600508204 2 23 2 -0.4271963863 1 2.966742075
#> 1554 1.648194228 2 24 2 0.7532950478 1 1.682595750
#> 1555 0.816360439 2 25 2 -0.5035252869 0 0.841259557
#> 1556 -0.010648119 2 26 2 0.1100091234 0 0.401112094
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#> 1558 -0.494410931 2 28 2 0.7295603610 0 -0.103846778
#> 1559 3.040145760 2 29 2 -1.5578549039 1 3.318138732
#> 1560 2.583033021 2 30 2 0.9934799821 1 2.385513284
#> 1561 NA 3 1 2 -1.6178827083 0 1.589469150
#> 1562 0.408925061 3 2 2 -1.2601552448 0 0.617471337
#> 1563 1.117461515 3 3 2 1.2324758785 1 0.933796334
#> 1564 2.294814690 3 4 2 0.0471544328 1 2.464414121
#> 1565 2.286640682 3 5 2 -1.7267303991 0 2.393225576
#> 1566 0.494750076 3 6 2 0.2737664910 0 0.443974132
#> 1567 1.678118820 3 7 2 0.6532576795 1 2.049700719
#> 1568 2.413548083 3 8 2 0.5185037659 1 2.358937157
#> 1569 2.387115183 3 9 2 0.8824651644 1 2.186053658
#> 1570 4.353592018 3 10 2 -1.0875807141 1 4.528401569
#> 1571 2.494012095 3 11 2 1.6875894829 1 2.426948131
#> 1572 -0.920070923 3 12 2 1.9662480155 0 -1.006076800
#> 1573 2.114503614 3 13 2 -0.0936367939 1 2.184646963
#> 1574 2.709401970 3 14 2 0.6165678175 1 2.457425439
#> 1575 1.758277624 3 15 2 -0.0776732006 0 1.814345957
#> 1576 5.225541222 3 16 2 -1.3894835240 1 5.341931014
#> 1577 2.491536508 3 17 2 0.1009198590 0 2.612250999
#> 1578 3.342621800 3 18 2 0.1567029874 1 3.492895037
#> 1579 5.456319122 3 19 2 -1.2187118163 1 5.591424183
#> 1580 2.855909786 3 20 2 1.1161366155 1 2.959620779
#> 1581 0.248958399 3 21 2 2.4244891412 1 0.323614017
#> 1582 2.420258675 3 22 2 -0.0659609464 1 2.617828575
#> 1583 0.465596548 3 23 2 0.2681028700 0 0.358802880
#> 1584 2.396077202 3 24 2 -0.2626705034 1 2.476196111
#> 1585 1.888447492 3 25 2 0.7166833209 1 2.114982126
#> 1586 1.468292249 3 26 2 1.1403868251 1 1.189201279
#> 1587 3.139552679 3 27 2 -1.1692066215 1 3.239107424
#> 1588 0.061494347 3 28 2 0.5002658724 0 -0.008853710
#> 1589 -0.187002055 3 29 2 0.7613098954 0 -0.360347074
#> 1590 2.741746354 3 30 2 0.0385235991 1 2.857669749
#> 1591 NA 4 1 2 -0.0555619655 1 -0.509070404
#> 1592 1.466924904 4 2 2 3.2410399349 1 1.662914737
#> 1593 2.841749537 4 3 2 -0.5160638309 1 2.713559641
#> 1594 -0.503991798 4 4 2 1.3001986777 0 -0.654154140
#> 1595 2.691474784 4 5 2 -0.6015067080 1 2.880026657
#> 1596 -0.272028788 4 6 2 1.0246732348 0 -0.512214487
#> 1597 2.330526525 4 7 2 -0.1227086610 1 2.357019808
#> 1598 1.397816354 4 8 2 -0.3906849786 0 1.333609316
#> 1599 2.669918394 4 9 2 0.2055975045 1 2.563418561
#> 1600 -0.098917520 4 10 2 1.4840309316 0 -0.153086411
#> 1601 0.400801353 4 11 2 -0.0160025272 0 0.516660645
#> 1602 2.724141968 4 12 2 -0.0283950547 1 2.768632032
#> 1603 4.061869340 4 13 2 -0.0867141350 1 4.435263347
#> 1604 7.133584167 4 14 2 -1.6921015209 1 7.245585692
#> 1605 5.333484223 4 15 2 0.2062940448 1 5.307947840
#> 1606 3.863492646 4 16 2 -0.8660377447 0 3.940906546
#> 1607 6.512851021 4 17 2 -1.7799772880 1 6.330504622
#> 1608 4.885537375 4 18 2 0.0467335275 1 5.208499829
#> 1609 3.755121979 4 19 2 0.4690319560 1 3.772663633
#> 1610 2.295020230 4 20 2 1.0365480099 1 2.449861713
#> 1611 4.280223409 4 21 2 -0.9159792437 1 4.337403489
#> 1612 3.670781146 4 22 2 -0.1152217094 1 3.491070826
#> 1613 4.456728598 4 23 2 -1.2304309254 1 4.648292859
#> 1614 1.480654963 4 24 2 -0.3125438690 0 1.476969981
#> 1615 1.168835771 4 25 2 -0.7496685841 0 1.071210218
#> 1616 1.544224505 4 26 2 0.7680813047 1 1.339660702
#> 1617 -0.339295486 4 27 2 0.8061848554 0 -0.236030426
#> 1618 1.691729281 4 28 2 0.6342502537 1 1.998996179
#> 1619 -0.556609344 4 29 2 1.1291443956 0 -0.516310824
#> 1620 2.585578165 4 30 2 0.5361489758 1 2.477371860
#> 1621 NA 5 1 2 0.5194072039 1 -1.015564748
#> 1622 0.025431111 5 2 2 -0.4168575882 0 -0.358001992
#> 1623 0.845195183 5 3 2 -0.9925071504 0 0.995924635
#> 1624 0.210429838 5 4 2 2.2930789738 1 0.435371740
#> 1625 2.568769800 5 5 2 -0.3520464566 1 2.686379055
#> 1626 1.808758357 5 6 2 0.8176594464 1 1.914369287
#> 1627 3.096053511 5 7 2 -0.4136765136 1 2.890286451
#> 1628 2.171231322 5 8 2 -1.0927872091 0 2.177077263
#> 1629 3.580784991 5 9 2 -0.6164358429 1 3.387878492
#> 1630 2.778397973 5 10 2 -1.1862065853 0 3.071519967
#> 1631 2.445743957 5 11 2 1.0749450773 1 2.484300724
#> 1632 6.769204687 5 12 2 -2.2490510903 1 6.432870397
#> 1633 1.746741370 5 13 2 1.4414617561 0 1.555910025
#> 1634 0.680376759 5 14 2 0.3687420580 0 0.642576596
#> 1635 2.301560223 5 15 2 0.2768724589 1 2.794626863
#> 1636 1.780730855 5 16 2 -0.1632849322 0 1.975275125
#> 1637 2.322234536 5 17 2 0.5898359230 1 2.377354020
#> 1638 1.247204565 5 18 2 0.0965858341 0 1.423748628
#> 1639 1.248918841 5 19 2 -0.2112469186 0 1.104385321
#> 1640 2.910577402 5 20 2 -0.1624831319 1 2.927595835
#> 1641 1.854741884 5 21 2 1.0576641709 1 1.804799350
#> 1642 3.480901092 5 22 2 -0.6505126188 1 3.468711050
#> 1643 3.033381990 5 23 2 -0.1361368722 1 2.773317033
#> 1644 0.504235562 5 24 2 0.0735986090 0 0.090839406
#> 1645 2.460636850 5 25 2 -0.4785282105 1 2.581973374
#> 1646 1.573347877 5 26 2 -1.1680916221 0 1.427473427
#> 1647 1.941945435 5 27 2 0.3073900762 1 2.249363143
#> 1648 1.892750054 5 28 2 0.4236450456 1 1.653165083
#> 1649 0.282929724 5 29 2 -0.2951078307 0 0.109843919
#> 1650 2.751470317 5 30 2 -0.5236266979 1 3.098508130
#> 1651 NA 6 1 2 0.3011533622 0 0.100858666
#> 1652 0.126808516 6 2 2 0.2982275915 0 -0.077473924
#> 1653 0.630797789 6 3 2 1.6756969324 1 0.688756122
#> 1654 -0.983034189 6 4 2 1.5475810590 0 -1.018973558
#> 1655 1.559250377 6 5 2 0.7035239028 1 1.760778549
#> 1656 2.910932000 6 6 2 -0.2097931712 1 3.171997074
#> 1657 6.115832508 6 7 2 -2.6431489520 1 6.241876948
#> 1658 0.770169180 6 8 2 1.2100105104 0 0.821080598
#> 1659 1.524612509 6 9 2 -0.7347992519 0 1.595493535
#> 1660 3.012417987 6 10 2 0.1010791514 1 2.785827430
#> 1661 6.879751292 6 11 2 -2.6016996703 1 6.873161645
#> 1662 4.169391655 6 12 2 0.0315260046 0 4.057492642
#> 1663 1.114446077 6 13 2 1.1250718923 0 0.965979753
#> 1664 1.650109459 6 14 2 0.9678592099 1 1.992564997
#> 1665 2.272267595 6 15 2 0.8215067804 1 1.748782349
#> 1666 -0.384495449 6 16 2 2.5530261135 1 -0.398741205
#> 1667 -1.117172879 6 17 2 1.0966084717 0 -1.243935377
#> 1668 0.047820857 6 18 2 0.0697662309 0 0.090187707
#> 1669 0.392010454 6 19 2 0.1870511466 0 0.304185792
#> 1670 1.922256441 6 20 2 -0.9759266928 0 2.119589527
#> 1671 2.057963273 6 21 2 0.8251497278 1 2.270608134
#> 1672 5.493252203 6 22 2 -2.0186886591 1 5.462765820
#> 1673 2.556834341 6 23 2 0.8257908317 1 3.031629934
#> 1674 -0.416606878 6 24 2 1.0630177893 0 -0.290063217
#> 1675 -0.376506192 6 25 2 0.4387217506 0 -0.255384632
#> 1676 2.234101340 6 26 2 -0.1711126523 1 2.058993810
#> 1677 2.235456577 6 27 2 0.2638060136 1 2.451878672
#> 1678 0.494819750 6 28 2 -0.2018380447 0 0.355040854
#> 1679 1.950338318 6 29 2 0.5362428184 1 1.722045860
#> 1680 3.134974815 6 30 2 -1.1512213349 1 3.055582569
#> 1681 NA 7 1 2 0.1056761941 1 3.022104185
#> 1682 2.118143615 7 2 2 0.6365696740 1 2.055910950
#> 1683 2.903440056 7 3 2 -0.4411632169 1 2.967003529
#> 1684 2.816842404 7 4 2 -0.1331509643 1 2.800330659
#> 1685 0.877712724 7 5 2 -0.1056713340 0 0.788323885
#> 1686 2.073633467 7 6 2 0.3781677722 1 2.396762471
#> 1687 2.944342711 7 7 2 -0.0929410185 1 3.098144938
#> 1688 2.430278864 7 8 2 0.7409000113 1 2.668812770
#> 1689 3.395795512 7 9 2 -0.1318027930 1 3.393338137
#> 1690 1.188023656 7 10 2 0.5329892868 0 1.093863440
#> 1691 3.501937937 7 11 2 -0.4531978300 1 3.421389098
#> 1692 2.039580588 7 12 2 0.2055612084 0 2.053310858
#> 1693 2.386893397 7 13 2 0.8344015678 1 2.108926160
#> 1694 1.703924280 7 14 2 1.2765786815 1 1.739126254
#> 1695 1.614018879 7 15 2 -0.1941524093 0 1.851509719
#> 1696 5.911908095 7 16 2 -1.8602275742 1 5.822541133
#> 1697 0.777099202 7 17 2 1.4456622411 0 0.465610117
#> 1698 3.311748035 7 18 2 -1.8484727753 0 3.539276284
#> 1699 3.520408283 7 19 2 0.2275427286 1 3.881829904
#> 1700 5.191330617 7 20 2 -1.0891451909 1 5.067313416
#> 1701 4.110269858 7 21 2 -0.0701942243 1 3.807179482
#> 1702 2.983729974 7 22 2 0.3488349702 1 2.635644332
#> 1703 5.441365175 7 23 2 -2.1741246492 1 5.332999549
#> 1704 2.802191115 7 24 2 0.4260204867 1 2.915745587
#> 1705 1.480180987 7 25 2 -0.6791122705 0 1.211932662
#> 1706 1.136838441 7 26 2 1.3052615363 1 1.365926521
#> 1707 1.904584730 7 27 2 0.5084847916 1 1.974232311
#> 1708 0.342543903 7 28 2 -0.0768658984 0 -0.001635648
#> 1709 2.426949223 7 29 2 -0.2758904748 1 2.352680629
#> 1710 2.736951720 7 30 2 0.9147522410 1 2.680799332
#> 1711 NA 8 1 2 -0.6407060083 1 -0.428615845
#> 1712 1.964478898 8 2 2 -0.4837806257 1 2.011674191
#> 1713 0.999869031 8 3 2 -0.7230659699 0 1.096189866
#> 1714 1.757967332 8 4 2 -1.7565273956 0 1.519444885
#> 1715 3.493801063 8 5 2 -1.2586486281 1 3.745340843
#> 1716 3.795106986 8 6 2 -0.9454088311 1 3.345610826
#> 1717 0.381497875 8 7 2 0.4302846964 0 0.684066387
#> 1718 0.674775030 8 8 2 1.7242622392 1 0.750975243
#> 1719 2.283045343 8 9 2 0.3100169866 1 2.394660844
#> 1720 2.569523051 8 10 2 0.5867353391 1 2.481019325
#> 1721 4.207787493 8 11 2 -0.6754822916 1 4.208841294
#> 1722 4.736500910 8 12 2 -0.1553453471 1 4.703960196
#> 1723 5.254166282 8 13 2 -0.2873407998 1 5.417760935
#> 1724 3.363309996 8 14 2 -0.2249612710 0 3.637277813
#> 1725 2.184734184 8 15 2 1.2145887945 1 2.413492795
#> 1726 -0.283842941 8 16 2 1.1310546518 0 -0.581707387
#> 1727 4.814782504 8 17 2 -1.9251452518 1 4.797526268
#> 1728 4.565217353 8 18 2 -1.6711270586 0 4.538173643
#> 1729 3.748930844 8 19 2 -1.2619004629 0 3.527386042
#> 1730 2.844419000 8 20 2 0.4577869579 1 2.623029058
#> 1731 3.616076605 8 21 2 -0.4536463741 1 3.713207248
#> 1732 2.257450556 8 22 2 0.7616395076 1 2.227958566
#> 1733 4.301225681 8 23 2 -1.4879261874 1 4.253492117
#> 1734 1.179347230 8 24 2 1.4330075108 1 1.243802590
#> 1735 3.940427379 8 25 2 -1.7029648351 1 4.268532761
#> 1736 1.953278214 8 26 2 0.8760961096 1 2.172244960
#> 1737 0.339540177 8 27 2 -0.1163584399 0 0.424825880
#> 1738 1.564518420 8 28 2 0.6873641133 1 1.653377917
#> 1739 -0.393628467 8 29 2 0.6823152451 0 -0.204850369
#> 1740 2.527550127 8 30 2 0.2380714916 1 2.112486402
#> 1741 NA 9 1 2 -0.8497043460 1 1.145681218
#> 1742 1.954657334 9 2 2 0.5168620443 1 2.060451984
#> 1743 3.522274889 9 3 2 -1.2362731189 1 3.611234909
#> 1744 3.058574076 9 4 2 -0.3887798641 1 3.104076490
#> 1745 1.177873354 9 5 2 1.6844357081 1 0.940592347
#> 1746 1.493843579 9 6 2 0.8569230109 1 1.580796088
#> 1747 -0.015207067 9 7 2 0.5353988409 0 -0.002035771
#> 1748 2.298291074 9 8 2 0.0651539326 1 2.594268388
#> 1749 4.104929105 9 9 2 -1.0396803527 1 4.121756260
#> 1750 4.136748369 9 10 2 -0.3017466639 1 3.899953027
#> 1751 5.588259529 9 11 2 -1.2229261794 1 5.915908246
#> 1752 4.735033302 9 12 2 0.5682886208 1 4.433565492
#> 1753 4.231105222 9 13 2 0.3732414342 1 4.147687449
#> 1754 4.939391608 9 14 2 -0.3218925862 1 4.969679632
#> 1755 5.927539799 9 15 2 -0.9215160429 1 6.092338705
#> 1756 3.649196248 9 16 2 -0.5272342572 0 3.489168459
#> 1757 3.189566575 9 17 2 0.4127694972 1 3.195334402
#> 1758 3.793345454 9 18 2 -0.0775389668 1 3.835236782
#> 1759 3.452555950 9 19 2 0.2855895802 1 3.322878015
#> 1760 3.560741378 9 20 2 -0.0711267337 1 3.614633925
#> 1761 -0.519774108 9 21 2 1.5753077068 0 -0.320646125
#> 1762 3.638347547 9 22 2 -1.2887162354 1 3.634863633
#> 1763 4.365690378 9 23 2 -1.1619375576 1 4.398863271
#> 1764 2.982571070 9 24 2 -0.0076368704 1 2.877896868
#> 1765 -0.653694455 9 25 2 1.2651684352 0 -0.642107011
#> 1766 1.432766294 9 26 2 0.4637961416 1 1.542273722
#> 1767 1.518399587 9 27 2 0.9255460985 1 1.349542380
#> 1768 0.056338744 9 28 2 0.1716315069 0 0.070331551
#> 1769 2.226026222 9 29 2 -0.1172907147 1 2.294627288
#> 1770 2.851257607 9 30 2 -0.2390677595 1 2.631366744
#> 1771 NA 10 1 2 -1.0241287906 1 -0.243098210
#> 1772 1.865118814 10 2 2 0.3689645274 1 1.845338526
#> 1773 3.472894975 10 3 2 -1.2847157223 1 3.415391240
#> 1774 2.552462109 10 4 2 0.0892072231 1 2.671626886
#> 1775 -0.208662863 10 5 2 0.9113912918 0 -0.186934534
#> 1776 0.683635243 10 6 2 -0.4610383389 0 0.529066321
#> 1777 0.985998676 10 7 2 -0.5552783513 0 0.655498983
#> 1778 1.316644056 10 8 2 1.1250027458 1 1.248016943
#> 1779 2.905339445 10 9 2 -0.1843088688 1 3.226234221
#> 1780 3.397104994 10 10 2 0.0795019953 1 3.622796787
#> 1781 2.103661447 10 11 2 1.5466091542 1 1.914785204
#> 1782 -0.024808854 10 12 2 1.0106779645 0 0.150112460
#> 1783 1.853569429 10 13 2 0.4032903312 1 1.829617664
#> 1784 -0.854836911 10 14 2 1.4878378319 0 -0.887358328
#> 1785 1.788471880 10 15 2 -1.2084427204 0 1.765303631
#> 1786 0.691123677 10 16 2 1.6659909000 1 0.713818111
#> 1787 0.381855300 10 17 2 1.5933699514 1 0.277424068
#> 1788 3.303313999 10 18 2 -0.5810673806 1 3.547790179
#> 1789 1.320153869 10 19 2 1.7492473631 1 1.052654357
#> 1790 0.302354101 10 20 2 1.7791026669 1 0.380044556
#> 1791 4.895084225 10 21 2 -2.0054578182 1 4.868335599
#> 1792 1.756651095 10 22 2 1.4824027185 1 1.899864315
#> 1793 4.372945401 10 23 2 -1.5890896941 1 4.186120484
#> 1794 -0.406721457 10 24 2 1.1256676052 0 -0.423094959
#> 1795 1.440326289 10 25 2 0.3603572379 1 1.716701519
#> 1796 1.841183470 10 26 2 0.4771142454 1 1.800642044
#> 1797 1.712108918 10 27 2 0.6482297737 1 1.564769319
#> 1798 2.595498317 10 28 2 -0.8301085743 1 2.341021040
#> 1799 0.257812723 10 29 2 -0.3446758639 0 0.205609773
#> 1800 2.618940855 10 30 2 0.0692353265 1 2.473965339
#> 1801 NA 11 1 2 0.1176465971 1 -0.478543238
#> 1802 2.083521831 11 2 2 -0.2153805076 1 1.845366106
#> 1803 2.963546695 11 3 2 -0.5739734793 1 2.727937010
#> 1804 -0.067489930 11 4 2 0.8450130041 0 0.198378009
#> 1805 2.103904885 11 5 2 0.2374302725 1 2.233113146
#> 1806 0.140316804 11 6 2 2.4167733538 1 0.351792428
#> 1807 0.330535546 11 7 2 1.7795029098 1 0.465082022
#> 1808 -1.430762972 11 8 2 1.9754190540 0 -1.104607879
#> 1809 1.342405238 11 9 2 0.9672672602 1 1.298585289
#> 1810 1.985245303 11 10 2 0.9612641518 1 1.966557917
#> 1811 3.062171700 11 11 2 -1.4152819198 0 3.582249207
#> 1812 5.069240806 11 12 2 -0.5179824302 1 5.366516935
#> 1813 4.912628012 11 13 2 -1.0416732943 0 5.263842597
#> 1814 5.570818295 11 14 2 -1.6679280458 0 5.711074986
#> 1815 4.807692634 11 15 2 -1.2289861776 0 4.771647033
#> 1816 6.036298103 11 16 2 -1.1392006400 1 6.050091377
#> 1817 3.477489501 11 17 2 -0.4140158630 0 3.461478853
#> 1818 3.793801650 11 18 2 0.0547365251 1 3.850571492
#> 1819 4.144762600 11 19 2 -0.1640900041 1 3.962837714
#> 1820 1.091443426 11 20 2 0.5351379605 0 1.097999232
#> 1821 3.526400019 11 21 2 -0.6431947916 1 3.662140687
#> 1822 0.911260296 11 22 2 0.3851548237 0 1.171066353
#> 1823 1.833344244 11 23 2 0.4195830393 1 1.870576721
#> 1824 1.407585009 11 24 2 0.8830023110 1 1.178325128
#> 1825 2.924881163 11 25 2 -0.5836394406 1 2.937608154
#> 1826 3.096797111 11 26 2 -0.4914053002 1 3.062103470
#> 1827 0.658173815 11 27 2 -0.1502093742 0 0.419404059
#> 1828 2.330112716 11 28 2 -0.2901591198 1 2.432464613
#> 1829 2.062126272 11 29 2 0.1116204982 1 2.227757210
#> 1830 2.633951730 11 30 2 1.3259083426 1 2.885934394
#> 1831 NA 12 1 2 -0.9474746142 1 -0.710417122
#> 1832 1.973512647 12 2 2 0.0652930335 1 1.877130021
#> 1833 1.843709255 12 3 2 0.6179858172 1 1.759789006
#> 1834 1.567244649 12 4 2 0.9625279685 1 2.007909574
#> 1835 1.452832090 12 5 2 1.2181086103 1 1.569199613
#> 1836 4.286512938 12 6 2 -1.6510488957 1 4.501533363
#> 1837 0.899517493 12 7 2 0.2864244196 0 0.781702796
#> 1838 2.863497678 12 8 2 -0.2814821150 1 3.055072341
#> 1839 3.409113559 12 9 2 -0.1082800912 1 2.966020532
#> 1840 2.954174257 12 10 2 -1.4564659171 0 2.671380225
#> 1841 3.220507522 12 11 2 0.3183902604 1 3.092213141
#> 1842 4.446558058 12 12 2 -0.2940953272 1 4.284924656
#> 1843 7.251743628 12 13 2 -1.7283045153 1 7.095562643
#> 1844 6.566616127 12 14 2 -0.4368299769 1 6.566440836
#> 1845 2.284787314 12 15 2 0.7422970242 0 2.598539978
#> 1846 3.278854566 12 16 2 0.1436232347 1 3.476017315
#> 1847 4.095517636 12 17 2 -0.2121505321 1 3.779509451
#> 1848 6.855125994 12 18 2 -2.1112083733 1 6.937739948
#> 1849 5.225563157 12 19 2 -0.1629267107 1 5.242251503
#> 1850 2.667489222 12 20 2 -0.3719448752 0 2.698440156
#> 1851 5.006094677 12 21 2 -1.4368434437 1 4.979191840
#> 1852 0.080362434 12 22 2 1.3416402950 0 -0.242383956
#> 1853 1.176038872 12 23 2 -0.9929283498 0 1.219076741
#> 1854 1.512858309 12 24 2 0.6120834609 1 1.624147700
#> 1855 4.445826482 12 25 2 -1.9940787873 1 4.294265260
#> 1856 4.068618091 12 26 2 -1.3193853133 1 3.937380702
#> 1857 -0.162999672 12 27 2 1.0403770193 0 -0.142081642
#> 1858 2.876913605 12 28 2 -1.3191257242 1 2.749138011
#> 1859 2.244536965 12 29 2 -0.2834053150 1 2.349048730
#> 1860 2.967773121 12 30 2 -0.6981666346 1 2.931330481
#> 1861 NA 13 1 2 -0.4905574437 1 -0.211244628
#> 1862 2.063416040 13 2 2 -0.0340672537 1 1.964347649
#> 1863 -0.495766003 13 3 2 1.1098481389 0 -0.384748019
#> 1864 1.477462346 13 4 2 0.6843094294 1 1.386224740
#> 1865 3.709675079 13 5 2 -1.3387742872 1 3.621573592
#> 1866 3.428404442 13 6 2 -0.4639872430 1 3.771304119
#> 1867 2.950467754 13 7 2 0.1263158585 1 2.855508307
#> 1868 4.464297141 13 8 2 -1.3229511128 1 4.239562380
#> 1869 4.321850542 13 9 2 -0.6984206676 1 4.270753061
#> 1870 4.744582958 13 10 2 -0.7817397115 1 4.642428416
#> 1871 3.528862691 13 11 2 0.8464362856 1 3.587746197
#> 1872 1.842489059 13 12 2 0.3978422088 0 1.745698465
#> 1873 2.484100000 13 13 2 0.6418300277 1 2.870533862
#> 1874 3.254358943 13 14 2 0.4574620794 1 3.593126593
#> 1875 2.236503079 13 15 2 -0.0829199423 0 2.048333565
#> 1876 2.920189197 13 16 2 -1.0995509417 0 3.010070006
#> 1877 3.715197898 13 17 2 -0.0365372222 1 3.634684524
#> 1878 4.039955108 13 18 2 -1.4986982545 0 3.855345251
#> 1879 2.035602236 13 19 2 1.3985720063 1 1.932605725
#> 1880 4.430825240 13 20 2 -1.0255422485 1 3.935054380
#> 1881 1.855489072 13 21 2 1.3953134389 1 1.816196897
#> 1882 3.966761738 13 22 2 -0.9571704712 1 4.029602296
#> 1883 5.784836468 13 23 2 -2.1645470853 1 5.733825052
#> 1884 2.892526514 13 24 2 0.4147007068 1 2.711618747
#> 1885 -1.278312927 13 25 2 1.9022097714 0 -1.352296430
#> 1886 0.612491388 13 26 2 1.2954257908 1 0.571076697
#> 1887 1.932961089 13 27 2 0.2925586849 1 2.114426736
#> 1888 2.839830595 13 28 2 -0.9670319027 1 2.896752984
#> 1889 0.518139679 13 29 2 -0.5910171645 0 0.545245811
#> 1890 2.921362303 13 30 2 -0.7494084445 1 2.930446699
#> 1891 NA 14 1 2 -0.2560921922 1 1.641784471
#> 1892 1.712578489 14 2 2 2.1284518990 1 1.766273151
#> 1893 1.720380714 14 3 2 0.7075883538 1 1.666752499
#> 1894 3.599957642 14 4 2 -1.3952743498 1 3.769974415
#> 1895 2.211490061 14 5 2 0.6608202978 1 2.196038201
#> 1896 1.747376349 14 6 2 0.8253798628 1 1.472755020
#> 1897 1.076258556 14 7 2 1.2722667795 1 0.982327760
#> 1898 0.882382987 14 8 2 -0.2393515671 0 0.993337541
#> 1899 2.976711093 14 9 2 -0.2759451684 1 3.110890711
#> 1900 1.210823616 14 10 2 0.3204023143 0 0.973104533
#> 1901 2.601236533 14 11 2 0.1781901884 1 2.170241162
#> 1902 4.287219638 14 12 2 -0.5502237415 1 4.453769005
#> 1903 7.029687913 14 13 2 -1.5293105312 1 6.712950111
#> 1904 6.127517200 14 14 2 -1.6177737654 0 6.145593274
#> 1905 3.976719919 14 15 2 0.7898179218 1 4.232926926
#> 1906 2.828852313 14 16 2 0.9035164264 1 2.572192862
#> 1907 2.904251274 14 17 2 0.3650187514 1 3.194480550
#> 1908 3.248957441 14 18 2 -1.1014834389 0 3.199120265
#> 1909 0.434067884 14 19 2 0.8983962407 0 0.286807054
#> 1910 1.256313655 14 20 2 -0.5824016746 0 1.332989954
#> 1911 0.989946117 14 21 2 -0.1907034326 0 1.126239265
#> 1912 0.323328781 14 22 2 0.1667812884 0 0.417321336
#> 1913 2.858903042 14 23 2 -0.6375687651 1 3.323694884
#> 1914 3.044822432 14 24 2 -0.2798823971 1 3.376918940
#> 1915 -0.783887663 14 25 2 3.3903708213 1 -0.849651674
#> 1916 1.146550576 14 26 2 -1.4202194917 0 1.265949757
#> 1917 -0.285816310 14 27 2 0.6687513994 0 -0.046682017
#> 1918 0.177127886 14 28 2 -0.1446110701 0 -0.101025883
#> 1919 2.364273952 14 29 2 -0.3159369312 1 2.342796362
#> 1920 0.967765409 14 30 2 -0.6196150527 0 0.980781509
#> 1921 NA 15 1 2 1.8438620052 0 0.301846721
#> 1922 0.090604991 15 2 2 -0.7413360963 0 0.495252865
#> 1923 0.395128451 15 3 2 -0.3636572971 0 0.081746629
#> 1924 1.264749765 15 4 2 0.8496430456 1 1.067041408
#> 1925 2.772965481 15 5 2 -0.5229123763 1 2.712106652
#> 1926 2.089819847 15 6 2 0.5101325469 1 2.243000103
#> 1927 1.504498352 15 7 2 -0.7184662213 0 1.438761680
#> 1928 0.883630295 15 8 2 -0.2140412400 0 0.674679057
#> 1929 -0.421891032 15 9 2 1.1146485454 0 -0.547628510
#> 1930 2.599241740 15 10 2 -0.4447819783 1 2.742100485
#> 1931 4.577596975 15 11 2 -0.8752554775 1 4.499200885
#> 1932 2.600606990 15 12 2 0.0912673835 0 2.775975748
#> 1933 3.817778932 15 13 2 0.0016836885 1 4.103435953
#> 1934 1.998722459 15 14 2 0.2796278624 0 1.630500930
#> 1935 3.465196243 15 15 2 -0.2677064216 1 3.589473495
#> 1936 1.661996098 15 16 2 1.4837794887 1 1.791492550
#> 1937 2.094465539 15 17 2 0.6651598757 1 1.941862547
#> 1938 1.764651460 15 18 2 0.9860582211 1 1.804358312
#> 1939 5.243236463 15 19 2 -1.6484948184 1 5.111800381
#> 1940 3.542890904 15 20 2 0.3428883929 1 3.508261291
#> 1941 4.008616495 15 21 2 -0.5246711995 1 3.904585504
#> 1942 3.399092483 15 22 2 -0.1000139589 1 3.362658354
#> 1943 3.268987154 15 23 2 -0.3906352515 1 2.975793986
#> 1944 2.681197854 15 24 2 -0.1090375092 1 2.571090473
#> 1945 2.268618300 15 25 2 0.2074804074 1 2.791354140
#> 1946 3.321417347 15 26 2 -0.9388959197 1 3.524172544
#> 1947 2.868112392 15 27 2 -0.5941776416 1 3.144103270
#> 1948 1.293041253 15 28 2 -1.7981325564 0 1.403434919
#> 1949 0.063998121 15 29 2 -0.0081521523 0 0.220362779
#> 1950 2.907429178 15 30 2 -1.5849912682 1 2.852695037
#> 1951 NA 16 1 2 -0.6519499017 1 0.487329123
#> 1952 2.356562518 16 2 2 -1.0959962671 1 2.357684577
#> 1953 2.573258776 16 3 2 0.0597499374 1 2.646066711
#> 1954 3.096947812 16 4 2 -0.4465572164 1 2.999906565
#> 1955 2.224015396 16 5 2 0.6837455219 1 2.376575775
#> 1956 3.432235623 16 6 2 -0.5894810385 1 3.598665235
#> 1957 3.668289802 16 7 2 -0.4503386239 1 4.047490557
#> 1958 3.317455069 16 8 2 0.1516805045 1 3.552219136
#> 1959 3.078268061 16 9 2 0.5500439612 1 3.337472839
#> 1960 2.360313774 16 10 2 1.3700039940 1 2.901271922
#> 1961 0.749743301 16 11 2 0.9411658067 0 0.893628678
#> 1962 5.708947298 16 12 2 -1.9617075989 1 5.642701283
#> 1963 3.252075487 16 13 2 0.2502478213 0 3.339448062
#> 1964 1.482190382 16 14 2 1.8778640211 1 1.521178197
#> 1965 2.155301346 16 15 2 -0.5918921022 0 2.375538626
#> 1966 -1.222323256 16 16 2 1.9507210064 0 -1.095355089
#> 1967 -1.688837590 16 17 2 1.3178208837 0 -1.853402656
#> 1968 1.437705006 16 18 2 -1.0984900071 0 1.282890679
#> 1969 2.752175097 16 19 2 0.2285569733 1 2.716720231
#> 1970 4.018931993 16 20 2 -0.4509346471 1 4.217960493
#> 1971 -0.245830517 16 21 2 3.1840444741 1 -0.392473088
#> 1972 1.224785569 16 22 2 0.7685074319 1 1.344661764
#> 1973 1.422728159 16 23 2 0.8567854738 1 1.463797299
#> 1974 2.152348921 16 24 2 0.2293954957 1 1.806331832
#> 1975 -0.307260786 16 25 2 0.8498066475 0 -0.014859892
#> 1976 1.568783750 16 26 2 0.6289649925 1 1.565840376
#> 1977 1.190956584 16 27 2 1.5804318370 1 1.405650328
#> 1978 3.324867631 16 28 2 -1.6885424746 1 3.335212109
#> 1979 0.081035083 16 29 2 0.2074951407 0 -0.007513032
#> 1980 0.714004564 16 30 2 0.8196281375 0 0.764720098
#> 1981 NA 17 1 2 0.2353865723 0 0.838735792
#> 1982 0.137778640 17 2 2 0.0377883992 0 0.191608243
#> 1983 2.760857452 17 3 2 -0.7045964637 1 2.836624491
#> 1984 0.541298879 17 4 2 0.1748027002 0 0.653172813
#> 1985 0.481231286 17 5 2 -0.0608219547 0 0.306873124
#> 1986 1.467229704 17 6 2 -0.9967807422 0 1.705717923
#> 1987 -2.073647796 17 7 2 2.3974524800 0 -2.193663792
#> 1988 0.181261497 17 8 2 1.7123049773 1 0.121438359
#> 1989 1.433017887 17 9 2 1.2366758001 1 1.596277213
#> 1990 0.411839971 17 10 2 0.6732538634 0 0.180485342
#> 1991 0.363257481 17 11 2 0.1705880818 0 0.353068387
#> 1992 4.178384450 17 12 2 -1.1198997214 1 3.984045736
#> 1993 3.793281833 17 13 2 0.5638673903 1 3.722570306
#> 1994 4.347332937 17 14 2 -0.0040606534 1 4.025459778
#> 1995 4.801583289 17 15 2 -0.3683525751 1 4.721923734
#> 1996 3.250678352 17 16 2 0.7976006576 1 3.231237734
#> 1997 3.887716967 17 17 2 -0.0954875904 1 3.857280417
#> 1998 5.127633315 17 18 2 -0.7995139536 1 5.463013161
#> 1999 2.284881677 17 19 2 1.6535472347 1 2.514261858
#> 2000 2.596068312 17 20 2 0.5142301202 1 2.888844778
#> 2001 3.356290117 17 21 2 -0.0500372679 1 3.463829304
#> 2002 4.006601652 17 22 2 -0.5758595679 1 3.676885378
#> 2003 4.385741976 17 23 2 -1.1037521360 1 4.640561008
#> 2004 3.055831831 17 24 2 0.0488888907 1 3.102241922
#> 2005 1.484648646 17 25 2 1.2245603121 1 1.294413427
#> 2006 3.469678733 17 26 2 -1.2621945494 1 3.525196361
#> 2007 2.579012421 17 27 2 -0.0039889443 1 2.516307109
#> 2008 1.596031566 17 28 2 1.1025651994 1 1.379699687
#> 2009 -0.748743836 17 29 2 1.5324236216 0 -0.575068235
#> 2010 0.717589643 17 30 2 0.1923696467 0 0.978592497
#> 2011 NA 18 1 2 0.0779608496 1 2.071741513
#> 2012 1.835256738 18 2 2 0.3104807494 1 1.857768347
#> 2013 2.819152000 18 3 2 -0.7172181616 1 2.728081877
#> 2014 2.297116636 18 4 2 0.0745511772 1 2.138159274
#> 2015 -0.186715680 18 5 2 0.6329607130 0 0.089484971
#> 2016 -0.056032484 18 6 2 0.1444757047 0 -0.102025046
#> 2017 2.017303344 18 7 2 0.0111291872 1 2.008031701
#> 2018 1.008554701 18 8 2 -0.3261438925 0 0.976781721
#> 2019 2.391275486 18 9 2 0.1390978572 1 2.489165776
#> 2020 1.041984652 18 10 2 0.0721667524 0 0.985810670
#> 2021 3.887781623 18 11 2 -1.0634979064 1 3.961389858
#> 2022 6.113312996 18 12 2 -1.3277554756 1 6.212309452
#> 2023 5.251413011 18 13 2 0.1894262375 1 5.260302609
#> 2024 5.219726798 18 14 2 -0.2784540250 1 4.837006811
#> 2025 7.015849270 18 15 2 -1.8526168242 1 6.980944689
#> 2026 2.387883294 18 16 2 1.8432662546 1 2.432770913
#> 2027 0.921975587 18 17 2 0.1962780455 0 1.045285564
#> 2028 2.544338325 18 18 2 0.0798738187 1 2.431079292
#> 2029 1.215527077 18 19 2 1.4152763499 1 1.137069591
#> 2030 2.976349141 18 20 2 -0.3343380522 1 2.921649866
#> 2031 3.591458012 18 21 2 -0.4437493119 1 3.720244429
#> 2032 3.107584022 18 22 2 -0.0100976720 1 3.137863821
#> 2033 1.174044010 18 23 2 1.1612892557 1 1.044611601
#> 2034 0.860443850 18 24 2 0.9432244684 1 0.549582742
#> 2035 2.627123659 18 25 2 -0.7018044335 1 2.493005577
#> 2036 2.787008983 18 26 2 -0.5518704133 1 2.322867854
#> 2037 1.491746217 18 27 2 0.8478427689 1 1.430312510
#> 2038 2.287443245 18 28 2 -0.5766189242 1 2.290170663
#> 2039 2.715209202 18 29 2 -1.3579978310 1 2.710422679
#> 2040 0.632219151 18 30 2 0.2071719742 0 0.686783445
#> 2041 NA 19 1 2 -0.9618566341 1 0.775618842
#> 2042 0.034050861 19 2 2 0.4365234789 0 -0.135926899
#> 2043 -0.732012582 19 3 2 0.8846504990 0 -0.678071348
#> 2044 1.618494032 19 4 2 0.4281667650 1 1.786451002
#> 2045 1.331353787 19 5 2 1.3355176151 1 1.448957290
#> 2046 0.586583915 19 6 2 -0.0143074132 0 0.856978333
#> 2047 0.570518485 19 7 2 1.6335684214 1 0.728988578
#> 2048 2.200882548 19 8 2 0.3730046558 1 2.148104617
#> 2049 2.707305569 19 9 2 0.4102750965 1 2.720378428
#> 2050 2.940007710 19 10 2 -1.5077573175 0 2.998676399
#> 2051 3.461889883 19 11 2 -1.3880490476 0 3.403829026
#> 2052 3.440420107 19 12 2 -0.8536236967 0 3.068515873
#> 2053 3.203607716 19 13 2 -0.7328538063 0 3.437243572
#> 2054 3.472645247 19 14 2 0.4749117140 1 3.559906566
#> 2055 5.720908776 19 15 2 -1.1696152604 1 5.864572177
#> 2056 3.034732781 19 16 2 1.2464239087 1 3.030252780
#> 2057 -1.842189029 19 17 2 2.4879978772 0 -1.562994549
#> 2058 0.365494198 19 18 2 -0.3227463618 0 0.289248540
#> 2059 2.014475523 19 19 2 0.4199516038 1 1.752528650
#> 2060 3.124196921 19 20 2 -0.1055599088 1 3.337717122
#> 2061 3.023533234 19 21 2 0.2998652501 1 3.237240592
#> 2062 5.394693964 19 22 2 -1.7786591487 1 4.768469828
#> 2063 2.795973252 19 23 2 0.3983627156 1 2.830445800
#> 2064 2.766041355 19 24 2 -0.1093171232 1 2.662006792
#> 2065 1.028055331 19 25 2 -0.3511962296 0 1.168046018
#> 2066 3.338388848 19 26 2 -1.1827995068 1 3.402614460
#> 2067 0.636019477 19 27 2 -0.1001165259 0 0.665776861
#> 2068 3.268669508 19 28 2 -1.8516917296 1 3.256093902
#> 2069 2.189714413 19 29 2 -0.1996190506 1 2.274342063
#> 2070 2.859976796 19 30 2 -0.0433473543 1 3.005001569
#> 2071 NA 20 1 2 -0.0713080861 1 -1.427111353
#> 2072 2.030385797 20 2 2 -0.4583653327 1 2.078818744
#> 2073 3.355840763 20 3 2 -1.0155925786 1 3.540753332
#> 2074 2.711650513 20 4 2 0.0246749828 1 2.425098742
#> 2075 2.611162699 20 5 2 0.0072900903 1 2.526145178
#> 2076 2.634679634 20 6 2 -1.7902812373 0 2.584246143
#> 2077 4.477287295 20 7 2 -1.4385066449 1 4.694977468
#> 2078 3.724988482 20 8 2 -0.2276840649 1 3.502254970
#> 2079 3.943401635 20 9 2 -0.5584569123 1 3.741714412
#> 2080 3.707787996 20 10 2 0.0261002253 1 4.207689549
#> 2081 1.802199780 20 11 2 2.0867174345 1 1.392179171
#> 2082 4.092225549 20 12 2 -0.6933045279 1 3.839355500
#> 2083 3.046884665 20 13 2 0.9863658599 1 3.364322556
#> 2084 4.525030070 20 14 2 -0.2790721708 1 4.593655939
#> 2085 4.579797137 20 15 2 -1.4420346464 0 4.606931184
#> 2086 4.480490998 20 16 2 -0.1318749118 1 4.425437545
#> 2087 3.559094529 20 17 2 0.4310989281 1 4.043984795
#> 2088 3.842751992 20 18 2 0.1464171787 1 4.011484064
#> 2089 0.994306445 20 19 2 0.7212208071 0 0.687971627
#> 2090 1.609429256 20 20 2 -0.7305096728 0 1.520897801
#> 2091 4.790976001 20 21 2 -1.5684246208 1 5.021885784
#> 2092 4.687872921 20 22 2 -0.7776214429 1 4.661008193
#> 2093 2.793593615 20 23 2 0.3623521576 1 3.145323555
#> 2094 2.779470704 20 24 2 -0.0703769216 1 2.918932641
#> 2095 2.503941373 20 25 2 -1.7271210366 0 2.895925331
#> 2096 2.026562128 20 26 2 0.6206635577 1 1.798757799
#> 2097 0.524449492 20 27 2 -0.2796299070 0 0.423089873
#> 2098 0.206904608 20 28 2 -0.1128632394 0 0.074750868
#> 2099 -0.179464208 20 29 2 0.6315231278 0 -0.045826471
#> 2100 2.792605946 20 30 2 -0.5101604414 1 2.575135379
#> 2101 NA 21 1 2 1.4445508584 1 -1.033511335
#> 2102 2.054304847 21 2 2 -1.0633261340 1 1.839926355
#> 2103 0.537605582 21 3 2 1.9552939655 1 0.697085271
#> 2104 3.591947973 21 4 2 -1.6674750976 1 3.464059881
#> 2105 1.768677112 21 5 2 1.0175586370 1 1.900393453
#> 2106 2.462093836 21 6 2 0.0345510671 1 2.391162601
#> 2107 2.891452668 21 7 2 -0.1905168020 1 2.834442444
#> 2108 2.940424284 21 8 2 0.0204507085 1 3.281776717
#> 2109 2.726203803 21 9 2 0.6053706689 1 2.613047265
#> 2110 3.565322482 21 10 2 -0.3164158682 1 3.064417782
#> 2111 2.530489548 21 11 2 -0.6785031454 0 2.280400552
#> 2112 2.985722451 21 12 2 0.3823051425 1 3.108845356
#> 2113 1.462151441 21 13 2 1.7386337669 1 1.161799968
#> 2114 -0.205804058 21 14 2 0.8134003741 0 -0.412397737
#> 2115 -1.282698542 21 15 2 1.0543222720 0 -1.092725731
#> 2116 1.225757818 21 16 2 0.4770372383 1 1.038553694
#> 2117 2.479781192 21 17 2 0.1887531093 1 2.668876836
#> 2118 0.232773829 21 18 2 2.3050619820 1 0.228653878
#> 2119 2.097241729 21 19 2 -1.1969352122 0 1.601446992
#> 2120 0.305153013 21 20 2 1.9050435849 1 0.267503222
#> 2121 1.666481702 21 21 2 0.4903026427 1 1.739358429
#> 2122 2.455723607 21 22 2 0.1250338837 1 2.719464033
#> 2123 3.670993499 21 23 2 -0.8525256703 1 3.308128541
#> 2124 1.242601543 21 24 2 -0.4843190876 0 1.614715702
#> 2125 3.038511191 21 25 2 -0.7365782323 1 2.822076034
#> 2126 2.074635810 21 26 2 0.4463130166 1 2.277056586
#> 2127 1.662129427 21 27 2 0.7844382453 1 1.626236349
#> 2128 1.264137723 21 28 2 1.3210692672 1 0.972270670
#> 2129 0.940851890 21 29 2 1.7620209034 1 0.982384827
#> 2130 2.816296562 21 30 2 -0.8234186138 1 2.823185238
#> 2131 NA 22 1 2 0.4515040531 1 -1.589455114
#> 2132 1.690685387 22 2 2 1.2631851761 1 2.169889755
#> 2133 0.533257459 22 3 2 -0.0903195940 0 0.364448913
#> 2134 1.473995859 22 4 2 0.7364959648 1 1.518702329
#> 2135 1.539210826 22 5 2 -1.1884340351 0 1.543213354
#> 2136 2.288981225 22 6 2 0.1902303157 1 2.330951514
#> 2137 0.306691858 22 7 2 0.3784239036 0 0.214545310
#> 2138 2.080177105 22 8 2 0.3140576635 1 2.336179797
#> 2139 3.533842882 22 9 2 -0.5063335422 1 3.613208396
#> 2140 3.748733634 22 10 2 -0.1023465135 1 3.669688308
#> 2141 6.226036004 22 11 2 -1.8555716539 1 6.243507144
#> 2142 4.324446231 22 12 2 0.9821130025 1 3.997678131
#> 2143 3.242092700 22 13 2 0.8811788089 1 3.968787218
#> 2144 3.040221858 22 14 2 0.9044354644 1 2.849453739
#> 2145 4.527571424 22 15 2 -0.5973300914 1 4.664853728
#> 2146 5.660793373 22 16 2 -0.9719942115 1 5.832991891
#> 2147 6.575212491 22 17 2 -1.3422431253 1 6.717373992
#> 2148 6.593293189 22 18 2 -1.1246036713 1 6.751046025
#> 2149 4.490456796 22 19 2 0.3001315669 1 4.200470556
#> 2150 3.308886435 22 20 2 0.3326217315 1 3.170713453
#> 2151 1.448532975 22 21 2 -0.0961632011 0 1.228321206
#> 2152 3.381491139 22 22 2 -0.7063214924 1 3.659235998
#> 2153 -1.443188414 22 23 2 1.9536678799 0 -1.615113922
#> 2154 -0.306651202 22 24 2 -0.1383363285 0 -0.324142940
#> 2155 1.227081876 22 25 2 0.6224097829 1 1.062395747
#> 2156 1.797632992 22 26 2 0.4218846933 1 2.077425782
#> 2157 3.464535118 22 27 2 -1.5846166446 1 3.267022396
#> 2158 1.814212630 22 28 2 0.6622542969 1 1.684616706
#> 2159 1.802496795 22 29 2 0.4260143626 1 1.723119524
#> 2160 2.599123552 22 30 2 0.8518564033 1 2.627716754
#> 2161 NA 23 1 2 0.0412329220 0 -2.848546770
#> 2162 1.789844959 23 2 2 -0.3496503880 1 1.752247321
#> 2163 0.062851805 23 3 2 0.2145388266 0 0.030778331
#> 2164 1.607222883 23 4 2 0.3860265683 1 1.569217149
#> 2165 2.975609778 23 5 2 -0.7216044404 1 3.155400971
#> 2166 2.465321579 23 6 2 0.1747263970 1 2.334110005
#> 2167 2.247600021 23 7 2 0.3000385452 1 2.286853436
#> 2168 1.412655414 23 8 2 1.3282146960 1 1.609885731
#> 2169 2.090165299 23 9 2 -1.4205655047 0 2.292098354
#> 2170 4.255744607 23 10 2 -1.1815592271 1 4.042707627
#> 2171 1.462054182 23 11 2 0.5332593628 0 1.626751603
#> 2172 4.106749877 23 12 2 -0.7273835291 1 3.907422263
#> 2173 5.245403361 23 13 2 -1.9436509013 0 5.690122802
#> 2174 5.083544215 23 14 2 0.0026916612 1 5.064607780
#> 2175 3.373803696 23 15 2 0.7894598528 1 3.521373659
#> 2176 3.963002853 23 16 2 -0.1852021694 1 3.822115703
#> 2177 1.806962734 23 17 2 0.0028560476 0 2.239998415
#> 2178 3.607915299 23 18 2 -0.3054696399 1 3.494428782
#> 2179 4.872139507 23 19 2 -0.9544489352 1 4.772802607
#> 2180 3.521497249 23 20 2 0.2306336405 1 3.755576775
#> 2181 2.769755394 23 21 2 0.4685251225 1 2.858249268
#> 2182 2.949477776 23 22 2 -0.0435694858 1 2.429124269
#> 2183 2.683063610 23 23 2 -0.1642708321 1 2.516964763
#> 2184 2.467023513 23 24 2 -0.0687656423 1 2.744999957
#> 2185 0.808758554 23 25 2 -0.2907159892 0 1.172511965
#> 2186 1.686251416 23 26 2 0.4424647721 1 1.322015459
#> 2187 1.693808498 23 27 2 0.4783661478 1 1.596271245
#> 2188 -0.223897517 23 28 2 0.4413831984 0 -0.235353355
#> 2189 2.045076522 23 29 2 -0.0137534165 1 1.903526389
#> 2190 2.921573865 23 30 2 -1.4261846729 1 2.818656165
#> 2191 NA 24 1 2 -0.4224968323 0 1.290733928
#> 2192 2.178460280 24 2 2 -0.8655128627 1 2.288057725
#> 2193 3.102937400 24 3 2 -0.7385277047 1 2.728620081
#> 2194 2.777000044 24 4 2 -0.2656516253 1 2.309790411
#> 2195 1.186507272 24 5 2 1.5192177114 1 1.154582069
#> 2196 1.577790778 24 6 2 -1.0550170426 0 1.497020300
#> 2197 3.707586412 24 7 2 -1.0056362595 1 3.515922684
#> 2198 3.048319332 24 8 2 0.1213183775 1 3.038357804
#> 2199 3.146590530 24 9 2 0.1279929657 1 3.003768684
#> 2200 2.938602384 24 10 2 0.4986580438 1 2.845931149
#> 2201 3.266438829 24 11 2 0.3102302561 1 3.398532306
#> 2202 3.573545071 24 12 2 -0.9968389824 0 3.456560799
#> 2203 2.194849925 24 13 2 1.3995761854 1 2.097335116
#> 2204 5.182067725 24 14 2 -1.1766921577 1 4.761824719
#> 2205 2.308438963 24 15 2 1.5164906017 1 2.507725624
#> 2206 -0.302781684 24 16 2 1.2209637083 0 -0.464594392
#> 2207 2.522766229 24 17 2 -0.2213261532 1 2.491027635
#> 2208 4.110823804 24 18 2 -0.5167594497 1 4.025599212
#> 2209 4.511010553 24 19 2 -0.4580180681 1 4.285798855
#> 2210 4.045828609 24 20 2 -1.6918624149 0 4.434420533
#> 2211 4.951323376 24 21 2 -0.9823706359 1 4.909855924
#> 2212 4.225036525 24 22 2 -0.4679259739 1 4.262650618
#> 2213 5.336289825 24 23 2 -1.8248975842 1 5.456776809
#> 2214 5.915818067 24 24 2 -2.3137357739 1 5.733950647
#> 2215 1.532484537 24 25 2 -0.2142115342 0 1.798772857
#> 2216 1.820832215 24 26 2 0.5572457464 1 1.988073597
#> 2217 1.966043036 24 27 2 0.3935663730 1 1.767085810
#> 2218 -0.555761716 24 28 2 1.1837459123 0 -0.904679485
#> 2219 2.371536685 24 29 2 -0.3075569096 1 2.496395032
#> 2220 2.720818974 24 30 2 0.4402989420 1 2.655353903
#> 2221 NA 25 1 2 -2.0532472215 0 -0.493723874
#> 2222 1.968690802 25 2 2 -0.2362795689 1 1.972207329
#> 2223 2.870895807 25 3 2 -0.5743886898 1 2.683492245
#> 2224 2.409022947 25 4 2 0.1181445110 1 2.424548819
#> 2225 2.210738334 25 5 2 0.3773879730 1 2.246276361
#> 2226 2.081828135 25 6 2 0.4761332783 1 2.314355110
#> 2227 0.696907969 25 7 2 0.0192592746 0 0.935924813
#> 2228 1.817063284 25 8 2 0.7128423200 1 1.994553941
#> 2229 1.180548369 25 9 2 1.9458512177 1 0.955075416
#> 2230 3.744251946 25 10 2 -1.0389564403 1 3.627609079
#> 2231 5.583835191 25 11 2 -1.3538343357 1 5.562391321
#> 2232 6.730609959 25 12 2 -1.0416888590 1 6.681169923
#> 2233 6.018318764 25 13 2 -0.0560559462 1 6.019693915
#> 2234 7.271237694 25 14 2 -1.3182207275 1 7.407475906
#> 2235 5.893908425 25 15 2 -0.1917748091 1 5.894224875
#> 2236 3.969242706 25 16 2 0.5412841435 1 3.833058431
#> 2237 1.921731828 25 17 2 -0.0110458298 0 1.855671286
#> 2238 1.039880633 25 18 2 1.5123954268 1 0.992149868
#> 2239 1.492264205 25 19 2 0.9356036838 1 1.215189372
#> 2240 1.848203213 25 20 2 0.6597918995 1 2.172369343
#> 2241 2.278618254 25 21 2 -1.0229838421 0 2.267650415
#> 2242 2.050409727 25 22 2 0.6069301362 1 1.943605073
#> 2243 2.691788099 25 23 2 -0.2038564714 1 2.542782506
#> 2244 4.076474954 25 24 2 -1.3648316972 1 4.517056230
#> 2245 3.086663293 25 25 2 -0.1125595515 1 3.098932042
#> 2246 1.983362749 25 26 2 0.6393564920 1 1.866720611
#> 2247 2.280454532 25 27 2 -2.6953293691 0 2.404285404
#> 2248 2.620534782 25 28 2 -0.7715014411 1 2.648557046
#> 2249 1.745258610 25 29 2 0.4143081641 1 1.396355236
#> 2250 2.863834403 25 30 2 -0.7926116508 1 3.237294967
#> 2251 NA 26 1 2 1.1313372134 0 0.394970678
#> 2252 1.990487714 26 2 2 -0.1971758943 1 2.328691773
#> 2253 1.633191034 26 3 2 -1.3170161323 0 1.863774569
#> 2254 0.272173788 26 4 2 0.1340386454 0 0.222564336
#> 2255 4.041446816 26 5 2 -2.0522228204 1 3.927624317
#> 2256 -0.564184193 26 6 2 1.3785701370 0 -0.387357308
#> 2257 1.406492255 26 7 2 -1.0774206531 0 0.886974749
#> 2258 -0.237798878 26 8 2 0.7788600298 0 -0.205542322
#> 2259 -0.353420410 26 9 2 0.8009143396 0 -0.026344046
#> 2260 2.583925866 26 10 2 -0.2262219814 1 2.249833490
#> 2261 3.690533089 26 11 2 -1.9429564136 0 3.541122353
#> 2262 2.811058613 26 12 2 -0.4145887264 0 2.326316097
#> 2263 0.872648608 26 13 2 0.5249142793 0 0.605709146
#> 2264 3.567042786 26 14 2 -0.5929973657 1 3.508110587
#> 2265 3.506936132 26 15 2 0.2838789064 1 3.669138763
#> 2266 3.183346219 26 16 2 0.4573573316 1 2.957322624
#> 2267 4.328704708 26 17 2 -0.5754176413 1 4.308346790
#> 2268 5.131010920 26 18 2 -0.7694849229 1 4.775235103
#> 2269 3.704072397 26 19 2 -1.1368931117 0 3.989694594
#> 2270 4.992781931 26 20 2 -1.0236235889 1 4.810012868
#> 2271 4.671169117 26 21 2 -0.6934146633 1 4.829779633
#> 2272 2.135318552 26 22 2 1.1684883087 1 2.009580953
#> 2273 4.829075132 26 23 2 -1.9344440707 1 4.862253692
#> 2274 3.120968725 26 24 2 -0.0724869100 1 3.048628984
#> 2275 4.561213575 26 25 2 -1.8636669825 1 4.230837194
#> 2276 4.568821031 26 26 2 -1.9686615567 1 4.382825491
#> 2277 2.291282560 26 27 2 0.3683773285 1 2.214127125
#> 2278 1.677063076 26 28 2 0.7296891914 1 1.855691607
#> 2279 1.405771137 26 29 2 0.9890579202 1 1.355149532
#> 2280 2.648114633 26 30 2 0.2823102145 1 2.325596505
#> 2281 NA 27 1 2 -1.4606400709 0 1.181617853
#> 2282 -0.007122328 27 2 2 1.1099202897 0 0.166619837
#> 2283 2.305809492 27 3 2 -0.1829253884 1 2.630112311
#> 2284 2.447247345 27 4 2 0.2210194686 1 2.453704199
#> 2285 3.922833106 27 5 2 -1.3640374521 1 3.717866245
#> 2286 0.527865113 27 6 2 0.4562364032 0 0.744338903
#> 2287 1.671409134 27 7 2 0.7127033252 1 1.643316516
#> 2288 1.914054510 27 8 2 0.9147732709 1 2.264268032
#> 2289 2.104252478 27 9 2 1.1652533899 1 2.150408103
#> 2290 2.877143561 27 10 2 0.3814258295 1 3.215109686
#> 2291 4.057683685 27 11 2 -0.1163025172 1 4.046031707
#> 2292 4.952076436 27 12 2 -0.2390290682 1 5.059313685
#> 2293 4.300904754 27 13 2 0.6220332359 1 4.315941736
#> 2294 3.480022630 27 14 2 0.7973805005 1 3.229275631
#> 2295 4.505425671 27 15 2 -1.7510675194 0 4.300545102
#> 2296 3.759353009 27 16 2 -1.0381310397 0 3.728188422
#> 2297 4.938304316 27 17 2 -0.6868156524 1 4.676878493
#> 2298 4.475465146 27 18 2 -0.0820869038 1 4.368678078
#> 2299 3.773936153 27 19 2 0.2669182509 1 4.135424989
#> 2300 3.053743931 27 20 2 -0.8915215744 0 3.278090164
#> 2301 2.452826505 27 21 2 -0.7679895731 0 2.520318962
#> 2302 4.040056991 27 22 2 -0.8225014128 1 3.560276081
#> 2303 3.397012243 27 23 2 -0.3105101158 1 3.297006722
#> 2304 3.115149911 27 24 2 -0.2652837749 1 3.006166813
#> 2305 1.885566353 27 25 2 0.8376299342 1 1.717286038
#> 2306 0.597897168 27 26 2 -0.1488163614 0 0.756732447
#> 2307 3.828791751 27 27 2 -2.1684177473 1 3.674816865
#> 2308 2.717837863 27 28 2 -0.5870856158 1 2.821315186
#> 2309 0.287898893 27 29 2 -0.1838583105 0 0.392670333
#> 2310 2.932986665 27 30 2 -0.7406905222 1 3.047715983
#> 2311 NA 28 1 2 0.7399475109 1 -0.511832695
#> 2312 1.941933710 28 2 2 0.0847372922 1 1.948308650
#> 2313 0.035609252 28 3 2 0.4189824049 0 -0.056381200
#> 2314 0.608532034 28 4 2 1.6408461660 1 0.631243908
#> 2315 2.477368299 28 5 2 -0.2007810156 1 2.193350462
#> 2316 3.809136598 28 6 2 -1.1355884704 1 3.865102067
#> 2317 -0.196106362 28 7 2 1.0847750899 0 -0.353033224
#> 2318 0.896597083 28 8 2 -0.5743945522 0 1.134002163
#> 2319 2.420131884 28 9 2 0.3588557231 1 2.249697583
#> 2320 1.999183630 28 10 2 -0.7835157890 0 2.037355664
#> 2321 1.916573258 28 11 2 1.1393962917 1 1.944446168
#> 2322 0.759739923 28 12 2 0.4836175338 0 0.550520573
#> 2323 2.839149430 28 13 2 -0.0966860732 1 2.992064284
#> 2324 6.767603274 28 14 2 -1.9582051747 1 6.597224703
#> 2325 4.510597647 28 15 2 -0.8186697775 0 4.684353192
#> 2326 5.147895546 28 16 2 -0.6045132303 1 5.164484542
#> 2327 5.438697801 28 17 2 -0.7207736318 1 5.119595773
#> 2328 1.373617552 28 18 2 0.7871336143 0 1.219254080
#> 2329 2.288428223 28 19 2 0.4283320395 1 2.810342695
#> 2330 0.107923125 28 20 2 0.9183411710 0 0.018980898
#> 2331 0.613058753 28 21 2 1.2990499667 1 0.594912616
#> 2332 2.694135069 28 22 2 -0.3070365586 1 2.774142724
#> 2333 3.212625755 28 23 2 -0.4222270032 1 3.255420001
#> 2334 2.122785075 28 24 2 -1.2008693282 0 2.299501428
#> 2335 3.990376181 28 25 2 -1.4434928889 1 4.343949626
#> 2336 2.739431133 28 26 2 0.1124638126 1 2.896172065
#> 2337 1.900782555 28 27 2 0.6598043769 1 1.656336311
#> 2338 2.132425549 28 28 2 0.0007641864 1 2.022090205
#> 2339 -0.006752117 28 29 2 0.1637614068 0 -0.171835105
#> 2340 2.748853918 28 30 2 -0.5233416827 1 2.587321687
#> 2341 NA 29 1 2 1.9091035692 1 -0.134967649
#> 2342 1.809145296 29 2 2 0.7540537852 1 1.542097396
#> 2343 0.004603959 29 3 2 0.3243043442 0 -0.255160874
#> 2344 2.168720682 29 4 2 -0.2190503789 1 2.330109561
#> 2345 1.746337895 29 5 2 0.8657794043 1 1.541033414
#> 2346 2.918727418 29 6 2 -0.4356454697 1 2.991987081
#> 2347 5.398756384 29 7 2 -2.2249876965 1 5.060665189
#> 2348 1.837203561 29 8 2 1.6268812142 1 1.734716060
#> 2349 3.429200959 29 9 2 -0.6085571783 1 3.549257547
#> 2350 3.009962018 29 10 2 0.5829914057 1 3.447564928
#> 2351 1.152292072 29 11 2 0.6361240352 0 1.390822100
#> 2352 1.538040717 29 12 2 -0.3213248422 0 1.413953137
#> 2353 3.230475101 29 13 2 -0.0752631976 1 3.173296245
#> 2354 4.748943178 29 14 2 -1.8863251587 0 4.791948406
#> 2355 4.393932412 29 15 2 0.0562148494 1 4.071681318
#> 2356 5.093058025 29 16 2 -0.7646060138 1 4.976238885
#> 2357 4.611603026 29 17 2 -0.2145045154 1 4.930982124
#> 2358 5.774717765 29 18 2 -1.0585905359 1 5.825409140
#> 2359 4.447961968 29 19 2 0.0549119698 1 4.585682912
#> 2360 4.442205877 29 20 2 -0.4527006465 1 4.638737044
#> 2361 -0.238088702 29 21 2 1.5791455618 0 -0.353685999
#> 2362 0.195951879 29 22 2 1.4397612584 1 0.009730542
#> 2363 1.070292214 29 23 2 0.6818296904 1 1.223436608
#> 2364 2.513413077 29 24 2 -1.9915381760 0 2.403580910
#> 2365 2.689607054 29 25 2 -0.2085701624 1 3.076412482
#> 2366 1.891899378 29 26 2 0.7246762026 1 1.684265838
#> 2367 0.562749206 29 27 2 -0.4539137334 0 0.516022025
#> 2368 0.672585715 29 28 2 2.2144653193 1 0.565471688
#> 2369 1.947810573 29 29 2 0.2169363441 1 1.979448586
#> 2370 2.409222781 29 30 2 1.7693659170 1 2.375152709
#> 2371 NA 30 1 2 -1.4438931610 0 0.350256180
#> 2372 0.252407789 30 2 2 -0.4992920172 0 0.101164906
#> 2373 2.859165130 30 3 2 -0.7815364871 1 2.639033037
#> 2374 2.522183479 30 4 2 0.1680653839 1 2.729897074
#> 2375 2.855718983 30 5 2 -0.1018832557 1 2.986038287
#> 2376 2.510623516 30 6 2 0.3461036196 1 2.575374668
#> 2377 -0.498636486 30 7 2 1.2356934623 0 -0.407634197
#> 2378 2.786741764 30 8 2 -0.3809567393 1 2.819425320
#> 2379 1.566064371 30 9 2 -0.2022408551 0 1.523513479
#> 2380 4.381645267 30 10 2 -1.3165104017 1 4.525451388
#> 2381 5.125196039 30 11 2 -0.4929374242 1 5.054046684
#> 2382 8.055470738 30 12 2 -2.0784892689 1 8.056385538
#> 2383 3.380228479 30 13 2 1.0191570693 0 3.474502479
#> 2384 5.226124282 30 14 2 -0.6537798248 1 5.190767282
#> 2385 4.391029066 30 15 2 0.2990869033 1 4.532267589
#> 2386 3.795688829 30 16 2 0.3952958700 1 3.813537991
#> 2387 0.128648161 30 17 2 1.3681326480 0 0.012395472
#> 2388 0.291457513 30 18 2 1.6551758157 1 0.274649495
#> 2389 0.196897883 30 19 2 1.8221888218 1 0.124594295
#> 2390 4.825768614 30 20 2 -1.7483722800 1 4.884735753
#> 2391 2.225892789 30 21 2 -0.1568919530 0 2.344152065
#> 2392 5.719817830 30 22 2 -2.1989232542 1 5.764130141
#> 2393 2.391990233 30 23 2 1.0094961857 1 2.450743560
#> 2394 3.039964299 30 24 2 -0.3543692199 1 3.119743190
#> 2395 3.269008128 30 25 2 -0.4385634621 1 3.293552022
#> 2396 3.848156038 30 26 2 -1.1874860760 1 3.902174195
#> 2397 3.197887706 30 27 2 -0.6949368252 1 3.042991243
#> 2398 1.754191282 30 28 2 0.9694343957 1 1.665469149
#> 2399 -0.209883834 30 29 2 0.7292776342 0 0.023791802
#> 2400 2.674254243 30 30 2 0.6682826189 1 2.474355151
#> 2401 NA 31 1 2 0.7017843354 1 0.225879222
#> 2402 1.964901794 31 2 2 0.2144453096 1 1.916633719
#> 2403 1.128497107 31 3 2 -0.7886219709 0 1.547678151
#> 2404 1.322319140 31 4 2 1.1683838731 1 0.935070364
#> 2405 1.792987437 31 5 2 0.6241874720 1 1.768719524
#> 2406 3.230219266 31 6 2 -0.6470456313 1 3.107977733
#> 2407 2.363590568 31 7 2 -1.2410444968 0 2.800663597
#> 2408 3.129770983 31 8 2 -0.1057841676 1 3.119752318
#> 2409 1.587275872 31 9 2 -0.2732481068 0 1.739744951
#> 2410 5.819605262 31 10 2 -2.8097746790 1 5.604058189
#> 2411 3.929566838 31 11 2 -0.8341882316 0 4.001727980
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#> 2413 0.917697752 31 13 2 0.7116019225 0 1.251233498
#> 2414 2.483964129 31 14 2 0.3943948480 1 2.531244927
#> 2415 2.674836930 31 15 2 -0.7593981173 0 2.408047260
#> 2416 4.796146944 31 16 2 -0.9905076305 1 4.609879820
#> 2417 2.729824229 31 17 2 1.0490866266 1 2.707329037
#> 2418 2.565032828 31 18 2 0.6757624155 1 2.591388145
#> 2419 4.761956280 31 19 2 -1.0223473286 1 4.606799621
#> 2420 1.563284141 31 20 2 1.7699041099 1 1.584354972
#> 2421 1.280999679 31 21 2 -0.3589365606 0 1.066099209
#> 2422 2.867183767 31 22 2 -0.3198377917 1 2.849215866
#> 2423 3.618368478 31 23 2 -0.7261049649 1 3.321132455
#> 2424 -0.013802787 31 24 2 0.6534957657 0 0.031310836
#> 2425 2.201219312 31 25 2 -0.2185938169 1 2.160794106
#> 2426 2.870480254 31 26 2 -0.4996001898 1 2.837995016
#> 2427 2.404080171 31 27 2 -0.0068463032 1 2.439678643
#> 2428 1.717686191 31 28 2 0.7680077137 1 1.897904115
#> 2429 1.378464401 31 29 2 1.1113804070 1 1.212107658
#> 2430 3.145382171 31 30 2 -2.1448970243 1 3.327707419
#> 2431 NA 32 1 2 -0.2621974894 1 -0.774315250
#> 2432 1.970700645 32 2 2 -0.3246859115 1 2.250990083
#> 2433 2.859906704 32 3 2 -0.5021987183 1 2.862537957
#> 2434 1.619067512 32 4 2 1.0541810234 1 1.866054448
#> 2435 1.598533634 32 5 2 0.9590053778 1 1.320106432
#> 2436 4.715578334 32 6 2 -2.1576463350 1 4.936616098
#> 2437 2.691296607 32 7 2 0.4547692690 1 3.183445013
#> 2438 1.635472599 32 8 2 1.4040502677 1 1.597487187
#> 2439 3.273422550 32 9 2 -0.4686997798 1 3.290852338
#> 2440 3.048045660 32 10 2 0.4649679908 1 2.924764727
#> 2441 3.325816365 32 11 2 0.2710667568 1 3.375022340
#> 2442 2.487419974 32 12 2 1.1871868107 1 2.489455264
#> 2443 2.255021249 32 13 2 0.9902622460 1 1.863077810
#> 2444 4.659556033 32 14 2 -0.9135660482 1 4.706770173
#> 2445 -1.386167381 32 15 2 2.6848589992 0 -1.369731216
#> 2446 -0.941991507 32 16 2 0.5620413901 0 -0.895462912
#> 2447 2.527157587 32 17 2 -0.3599751179 1 2.428332091
#> 2448 4.833052659 32 18 2 -1.0742066095 1 4.638538394
#> 2449 3.277056374 32 19 2 0.6061302614 1 3.094502473
#> 2450 6.490917842 32 20 2 -2.3774069254 1 6.860650772
#> 2451 4.888137410 32 21 2 -0.3290388304 1 4.935762399
#> 2452 -0.895530241 32 22 2 2.0647042841 0 -1.124670209
#> 2453 0.620774569 32 23 2 0.8061088684 1 0.572483135
#> 2454 -2.028738499 32 24 2 1.7732386319 0 -1.844184207
#> 2455 -0.020809058 32 25 2 1.4599659447 1 0.013236477
#> 2456 2.923510959 32 26 2 -1.0736429908 1 3.227923177
#> 2457 -0.579243107 32 27 2 1.3730520450 0 -0.572091424
#> 2458 0.693881313 32 28 2 -1.1083279118 0 0.719179910
#> 2459 1.911539318 32 29 2 0.2791608169 1 1.844656499
#> 2460 0.754311407 32 30 2 0.1264124161 0 0.457236522
#> 2461 NA 33 1 2 -1.5721441591 1 0.730815610
#> 2462 2.111950016 33 2 2 0.0945835282 1 2.156409382
#> 2463 -0.779052369 33 3 2 1.4960606698 0 -1.012958192
#> 2464 0.987337883 33 4 2 1.1452631104 1 0.718494812
#> 2465 0.919383798 33 5 2 1.6710548289 1 1.267905783
#> 2466 -0.338038631 33 6 2 0.8842508200 0 -0.546925839
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#> 2468 1.011039446 33 8 2 1.2940839061 1 1.013614954
#> 2469 2.187493356 33 9 2 0.7041672839 1 2.138866090
#> 2470 0.456499633 33 10 2 0.8405398270 0 0.443547806
#> 2471 0.522450548 33 11 2 0.1573533472 0 0.165443273
#> 2472 0.912663535 33 12 2 1.1916012685 1 0.861850353
#> 2473 -0.505026553 33 13 2 2.3829266952 1 -0.539679518
#> 2474 0.996388894 33 14 2 0.8867490371 1 1.096938549
#> 2475 3.687374448 33 15 2 -0.4583901391 1 3.335845992
#> 2476 5.452587709 33 16 2 -1.1164164119 1 5.657237959
#> 2477 7.111723013 33 17 2 -1.6859164545 1 7.142639539
#> 2478 4.697857279 33 18 2 0.4545778091 1 4.691056849
#> 2479 2.413927378 33 19 2 -0.0889305675 0 2.297103969
#> 2480 2.470407766 33 20 2 0.5728115299 1 2.631797739
#> 2481 3.145449834 33 21 2 0.0692364779 1 3.475345465
#> 2482 -1.364473105 33 22 2 2.1935900691 0 -1.349316782
#> 2483 -0.057935286 33 23 2 1.4243231097 1 0.116477028
#> 2484 2.081419004 33 24 2 -0.0384567937 1 2.018936783
#> 2485 1.178929852 33 25 2 -0.5820599179 0 1.203603480
#> 2486 1.367555877 33 26 2 1.0572402127 1 1.094781129
#> 2487 2.731337222 33 27 2 -0.6353230772 1 2.893716628
#> 2488 2.800599847 33 28 2 -0.7862359200 1 2.575455719
#> 2489 0.235713794 33 29 2 -0.0761706715 0 0.657281106
#> 2490 0.935740956 33 30 2 -0.4518129363 0 0.900299606
#> 2491 NA 34 1 2 -1.5146676538 1 0.545635528
#> 2492 2.305362151 34 2 2 -0.8953633580 1 2.217106953
#> 2493 3.604144368 34 3 2 -1.1373036207 1 3.751334774
#> 2494 3.389998335 34 4 2 -0.5774680011 1 3.216412005
#> 2495 2.803694935 34 5 2 0.0560167333 1 2.872600028
#> 2496 3.750973540 34 6 2 -0.8294776116 1 3.590957875
#> 2497 1.391626463 34 7 2 -0.1998898281 0 1.297682778
#> 2498 3.924461917 34 8 2 -1.0899918724 1 4.181710220
#> 2499 2.859870251 34 9 2 -1.1973635024 0 2.781511015
#> 2500 3.800289078 34 10 2 -0.2858454236 1 3.641232016
#> 2501 3.399120128 34 11 2 0.6297117467 1 3.200852695
#> 2502 5.300795141 34 12 2 -0.7889632181 1 5.601350542
#> 2503 4.568239644 34 13 2 0.6644158637 1 4.601050949
#> 2504 4.339318458 34 14 2 0.3333699702 1 4.596488105
#> 2505 4.485690090 34 15 2 0.0642435566 1 4.386887499
#> 2506 -0.260039167 34 16 2 1.8285304581 0 -0.561405287
#> 2507 3.522018502 34 17 2 -0.8445834285 1 3.675179663
#> 2508 2.343996373 34 18 2 -0.2133071432 0 1.906693552
#> 2509 1.658008798 34 19 2 -0.2608322438 0 1.822836411
#> 2510 1.759376548 34 20 2 1.0172492491 1 1.749611420
#> 2511 0.894127768 34 21 2 0.0969042337 0 0.931491498
#> 2512 0.409987552 34 22 2 0.1565953234 0 0.421396065
#> 2513 1.211036296 34 23 2 -0.7841440048 0 1.549654212
#> 2514 0.678438200 34 24 2 1.4931848406 1 0.537902230
#> 2515 1.082136499 34 25 2 -0.7830975957 0 0.883821973
#> 2516 1.137344815 34 26 2 1.2790725832 1 1.313973884
#> 2517 1.902260472 34 27 2 0.5581032939 1 1.917680299
#> 2518 0.897601634 34 28 2 2.2841164803 1 0.599186770
#> 2519 -0.569049466 34 29 2 1.3946631322 0 -0.643667236
#> 2520 2.986406756 34 30 2 -1.1366261878 1 3.245585421
#> 2521 NA 35 1 2 -1.6015361736 0 -0.288449296
#> 2522 0.278525778 35 2 2 -1.3108015333 0 0.520033920
#> 2523 2.316529057 35 3 2 -0.1790515944 1 2.161148748
#> 2524 0.744350604 35 4 2 2.0024827303 1 0.614558671
#> 2525 2.396338780 35 5 2 -0.0519819062 1 2.841911547
#> 2526 3.379596048 35 6 2 -0.5735602708 1 3.652983216
#> 2527 3.790787927 35 7 2 -0.6451139569 1 3.853690025
#> 2528 4.205366449 35 8 2 -0.8730710004 1 3.813704935
#> 2529 0.782528437 35 9 2 0.8663661321 0 0.817677292
#> 2530 0.277896660 35 10 2 0.5041262546 0 0.298513138
#> 2531 3.022211499 35 11 2 -0.3957979503 1 3.064489834
#> 2532 6.180507220 35 12 2 -1.5477765436 1 6.319469444
#> 2533 5.524167949 35 13 2 0.2073811574 1 5.449623847
#> 2534 5.395471331 35 14 2 -0.1706396182 1 5.648709096
#> 2535 4.002711367 35 15 2 0.6497918672 1 3.986807522
#> 2536 3.402086056 35 16 2 0.4605913495 1 3.223453374
#> 2537 4.362301503 35 17 2 -0.4577605332 1 4.397525786
#> 2538 1.802931332 35 18 2 0.3132287720 0 1.194643495
#> 2539 2.286814104 35 19 2 0.4640912339 1 2.439691715
#> 2540 2.084529646 35 20 2 -0.6309678667 0 2.280141749
#> 2541 2.690296970 35 21 2 0.2900343878 1 2.541684790
#> 2542 4.043256277 35 22 2 -0.8636089506 1 4.070171355
#> 2543 3.901132657 35 23 2 -0.6524043665 1 3.760827239
#> 2544 2.767197088 35 24 2 0.0830221576 1 2.873171188
#> 2545 4.257860928 35 25 2 -1.5196539949 1 4.506676320
#> 2546 2.213794637 35 26 2 0.7876767254 1 2.529181897
#> 2547 2.143348747 35 27 2 0.3411578684 1 2.182555233
#> 2548 2.888992617 35 28 2 -1.0933007640 1 3.029357525
#> 2549 1.969752146 35 29 2 0.1645341176 1 1.951911036
#> 2550 2.792692749 35 30 2 0.2097858904 1 2.765903278
#> 2551 NA 36 1 2 -0.5309065222 1 -1.222380911
#> 2552 1.632122778 36 2 2 1.9972133847 1 1.874842110
#> 2553 0.692931044 36 3 2 1.9023618217 1 0.812395979
#> 2554 2.190637906 36 4 2 0.0667008709 1 2.131324661
#> 2555 4.156670489 36 5 2 -1.7532373591 1 4.519136843
#> 2556 1.451613287 36 6 2 1.5039006090 1 1.343902608
#> 2557 0.400447423 36 7 2 0.1653210212 0 0.642541171
#> 2558 1.975036878 36 8 2 -1.3580790594 0 1.907708844
#> 2559 2.215094263 36 9 2 0.8641524862 1 2.095975625
#> 2560 2.361664197 36 10 2 -1.1559165251 0 2.502540252
#> 2561 2.457021087 36 11 2 0.8993540532 1 2.583314051
#> 2562 -1.580727064 36 12 2 2.4580604919 0 -1.464995728
#> 2563 4.899814593 36 13 2 -2.2106331106 1 5.025094898
#> 2564 3.726769609 36 14 2 0.8188281365 1 3.586100090
#> 2565 4.071421534 36 15 2 -0.0260186348 1 4.280175845
#> 2566 5.167348745 36 16 2 -0.7010036123 1 5.737613138
#> 2567 2.577408610 36 17 2 0.1036380042 0 2.594629069
#> 2568 3.611065828 36 18 2 -0.0899751970 1 4.006316299
#> 2569 5.312119873 36 19 2 -1.0204005907 1 5.556206448
#> 2570 3.665909059 36 20 2 0.4442870514 1 3.912480485
#> 2571 2.566456442 36 21 2 -0.7466789410 0 2.396564974
#> 2572 0.746157862 36 22 2 0.1654574195 0 0.843642042
#> 2573 1.414684922 36 23 2 0.6507783632 1 1.450357663
#> 2574 2.155196247 36 24 2 0.1155321043 1 2.422866868
#> 2575 1.434095977 36 25 2 -0.8056980816 0 1.767702010
#> 2576 3.481754426 36 26 2 -1.2224033826 1 3.010094280
#> 2577 3.341512962 36 27 2 -1.1795186291 1 3.794109016
#> 2578 2.166923012 36 28 2 0.2144793753 1 1.967209418
#> 2579 1.115344964 36 29 2 1.5778519788 1 1.156057823
#> 2580 2.748924030 36 30 2 0.1299655160 1 2.758905998
#> 2581 NA 37 1 2 -1.4617555850 1 0.633333596
#> 2582 -0.012443095 37 2 2 0.6007088237 0 -0.087915593
#> 2583 2.116580564 37 3 2 -0.1009748853 1 2.474779879
#> 2584 -1.055713397 37 4 2 1.8668518447 0 -0.762443949
#> 2585 2.031533620 37 5 2 0.0993275941 1 1.960334136
#> 2586 3.430470615 37 6 2 -0.7741449296 1 3.518772176
#> 2587 2.491800885 37 7 2 0.4388187007 1 2.135799466
#> 2588 0.749126012 37 8 2 0.1818471926 0 0.754335049
#> 2589 3.780492110 37 9 2 -1.1986223591 1 3.691357537
#> 2590 3.848643151 37 10 2 -0.1271486068 1 3.987861425
#> 2591 5.193619661 37 11 2 -0.8308115273 1 5.509128450
#> 2592 3.596909662 37 12 2 -0.1624219425 0 3.704828831
#> 2593 -1.476535226 37 13 2 2.6917140032 0 -1.462506300
#> 2594 1.208046336 37 14 2 0.3883651628 1 1.105741290
#> 2595 3.887042385 37 15 2 -0.6435673870 1 3.807217138
#> 2596 1.668122398 37 16 2 0.2410459325 0 1.772105333
#> 2597 2.108203978 37 17 2 -0.6626072757 0 2.344694487
#> 2598 -0.051775834 37 18 2 1.0705160368 0 0.098012469
#> 2599 4.271344724 37 19 2 -1.3134509165 1 4.235317398
#> 2600 3.228265394 37 20 2 0.4391303884 1 3.400692615
#> 2601 4.491089693 37 21 2 -0.8468963888 1 4.390518775
#> 2602 2.378942942 37 22 2 -0.6527743959 0 2.257076572
#> 2603 0.408037655 37 23 2 0.1830479699 0 0.422624726
#> 2604 -0.302855361 37 24 2 0.3248253133 0 0.109231909
#> 2605 3.239937427 37 25 2 -1.1661847074 1 3.362323618
#> 2606 2.278575446 37 26 2 0.4519521167 1 2.443479443
#> 2607 3.682367258 37 27 2 -1.7410220173 1 3.848532346
#> 2608 1.754323540 37 28 2 0.8925710596 1 1.859483164
#> 2609 0.185969383 37 29 2 -0.0619226576 0 0.192816404
#> 2610 2.778032912 37 30 2 -0.3285065726 1 3.099190213
#> 2611 NA 38 1 2 0.6879167730 0 1.427519656
#> 2612 2.256211302 38 2 2 -1.2512713616 1 2.343075945
#> 2613 3.679987655 38 3 2 -1.3598407038 1 3.624226792
#> 2614 3.897310988 38 4 2 -1.3509026860 1 3.935902780
#> 2615 3.333766321 38 5 2 -0.5718500579 1 3.256981237
#> 2616 1.891779290 38 6 2 0.8457315402 1 1.722707963
#> 2617 1.564819889 38 7 2 0.8833028199 1 1.725735521
#> 2618 2.591866999 38 8 2 0.1648408679 1 2.388517372
#> 2619 2.509057129 38 9 2 0.6394919979 1 2.443151403
#> 2620 5.186017996 38 10 2 -1.9415183760 1 5.171667724
#> 2621 5.087122769 38 11 2 -0.3305447001 1 5.086590319
#> 2622 5.203092469 38 12 2 -0.0974512501 1 5.345038539
#> 2623 5.959655814 38 13 2 -0.4826768218 1 5.885653007
#> 2624 3.992827136 38 14 2 -0.4459350272 0 4.077612990
#> 2625 2.697812787 38 15 2 1.0453056640 1 2.621016136
#> 2626 3.960622031 38 16 2 -0.3524531992 1 4.052029829
#> 2627 1.147437033 38 17 2 2.0066806908 1 1.180873823
#> 2628 2.796330864 38 18 2 -1.3511003857 0 2.853951436
#> 2629 4.136285077 38 19 2 -0.4944808755 1 3.839955982
#> 2630 0.294541773 38 20 2 1.0406231529 0 0.327073473
#> 2631 0.844825703 38 21 2 1.1970776637 1 0.898537031
#> 2632 0.606544896 38 22 2 1.4528172823 1 0.854768081
#> 2633 1.500861234 38 23 2 0.5487749604 1 1.403692741
#> 2634 3.252043414 38 24 2 -0.8705772453 1 3.671210634
#> 2635 2.378387321 38 25 2 0.4079461962 1 2.481221082
#> 2636 1.424694460 38 26 2 1.1504491864 1 1.392567185
#> 2637 3.678826928 38 27 2 -1.9925857712 1 3.648409794
#> 2638 -0.340894832 38 28 2 1.0187579723 0 -0.368474474
#> 2639 1.776890772 38 29 2 0.6139229642 1 1.912354251
#> 2640 2.406125718 38 30 2 1.9727035673 1 2.776344637
#> 2641 NA 39 1 2 2.1001089405 0 1.380517493
#> 2642 2.083056353 39 2 2 -0.6111659167 1 2.346319824
#> 2643 1.027233289 39 3 2 -0.6647694353 0 1.293337231
#> 2644 0.247314597 39 4 2 0.0209835864 0 0.371027524
#> 2645 3.071311949 39 5 2 -0.9740095828 1 2.893168807
#> 2646 3.999022229 39 6 2 -1.2606828788 1 4.178210587
#> 2647 5.416444115 39 7 2 -2.0523369839 1 5.514768911
#> 2648 1.246791081 39 8 2 0.3641146874 0 1.586385000
#> 2649 -1.370526749 39 9 2 2.4302266523 0 -1.393243236
#> 2650 -1.275766103 39 10 2 1.1811808914 0 -1.515913492
#> 2651 -1.235016497 39 11 2 0.7408145237 0 -1.034470519
#> 2652 1.159778480 39 12 2 0.4205741887 1 1.460849259
#> 2653 -0.350953965 39 13 2 2.3747347151 1 0.012746452
#> 2654 0.085059936 39 14 2 0.2311149344 0 0.039725700
#> 2655 -1.900721349 39 15 2 1.6155453232 0 -1.650288932
#> 2656 1.148037513 39 16 2 0.3711479598 1 1.204184675
#> 2657 3.191598638 39 17 2 -0.2722675344 1 3.187901385
#> 2658 4.332979826 39 18 2 -0.5226166972 1 3.897117840
#> 2659 1.424512349 39 19 2 1.7517571498 1 1.542327781
#> 2660 2.156419423 39 20 2 0.4840993880 1 2.390514277
#> 2661 1.712185311 39 21 2 -0.5486273611 0 1.842765790
#> 2662 3.638311135 39 22 2 -0.8064826557 1 3.586070669
#> 2663 1.119365027 39 23 2 1.4046842945 1 0.919980183
#> 2664 0.151545882 39 24 2 -0.0517182129 0 0.412340709
#> 2665 2.887804515 39 25 2 -0.8630042460 1 3.057769749
#> 2666 0.406004100 39 26 2 0.1679409807 0 0.448043839
#> 2667 1.571501102 39 27 2 0.5512742115 1 1.570782797
#> 2668 1.398219062 39 28 2 1.0891120109 1 1.628775145
#> 2669 1.021732460 39 29 2 -1.5460885942 0 0.930108458
#> 2670 1.111190774 39 30 2 -2.2486900668 0 1.642069053
#> 2671 NA 40 1 2 -1.2870304760 1 0.872634567
#> 2672 2.201280929 40 2 2 -1.1854800846 1 2.331187363
#> 2673 1.996789432 40 3 2 0.4854599789 1 2.063639466
#> 2674 1.314906737 40 4 2 1.2499145710 1 0.925175719
#> 2675 2.487726202 40 5 2 -0.1799062310 1 2.647081654
#> 2676 1.077607610 40 6 2 -0.3545424031 0 1.208479446
#> 2677 4.369721737 40 7 2 -1.6363792681 1 4.304276450
#> 2678 2.779995753 40 8 2 0.5521577142 1 2.743789709
#> 2679 3.678813177 40 9 2 -0.5572154819 1 3.595297694
#> 2680 1.772596267 40 10 2 1.8599108615 1 1.522332726
#> 2681 1.845751843 40 11 2 0.9899716086 1 1.641533685
#> 2682 5.440160611 40 12 2 -1.6140394566 1 5.439898522
#> 2683 2.774303720 40 13 2 0.3746435680 0 2.937967363
#> 2684 0.939620338 40 14 2 0.6475133580 0 0.506534756
#> 2685 2.681419336 40 15 2 -0.0296939710 1 3.010010078
#> 2686 1.283115061 40 16 2 0.2435327188 0 1.403429430
#> 2687 4.646110295 40 17 2 -1.2139444702 1 4.688749168
#> 2688 2.619684607 40 18 2 -0.2491906778 0 2.674241815
#> 2689 1.345083238 40 19 2 0.0557647746 0 1.261053301
#> 2690 3.069056152 40 20 2 -0.2448837791 1 3.243653924
#> 2691 2.915136609 40 21 2 0.3030456952 1 2.817195774
#> 2692 2.521833317 40 22 2 0.3729115952 1 2.382680719
#> 2693 0.129334454 40 23 2 0.3870831196 0 0.494371248
#> 2694 -1.027653844 40 24 2 0.9084476988 0 -1.435579812
#> 2695 1.289503313 40 25 2 0.3040420350 1 1.398374609
#> 2696 0.786267878 40 26 2 -0.5661093329 0 0.715861050
#> 2697 2.094283469 40 27 2 -0.0347420615 1 2.384552409
#> 2698 2.257227786 40 28 2 -0.1631289899 1 2.468122409
#> 2699 2.094548524 40 29 2 -0.1123919613 1 2.241482886
#> 2700 0.655474186 40 30 2 0.8382193873 0 0.498171021
#> 2701 NA 41 1 2 0.7877388475 1 -0.483135069
#> 2702 1.582175819 41 2 2 2.1988103489 1 1.582592880
#> 2703 2.638504969 41 3 2 -0.3756028717 1 2.442034531
#> 2704 3.119880032 41 4 2 -0.7152421872 1 3.078937533
#> 2705 -0.202274952 41 5 2 1.0149431727 0 -0.032066114
#> 2706 0.334871649 41 6 2 -0.0735560191 0 0.392418736
#> 2707 0.649313360 41 7 2 1.4304023412 1 0.284759931
#> 2708 3.032011223 41 8 2 -0.6018928460 1 2.826765154
#> 2709 2.434469556 41 9 2 0.8449042414 1 2.404949212
#> 2710 2.158193721 41 10 2 1.0740122603 1 2.162816485
#> 2711 5.644195207 41 11 2 -1.9385047015 1 5.304530240
#> 2712 6.182734067 41 12 2 -0.7282191112 1 6.209159068
#> 2713 3.457983905 41 13 2 1.5384301989 1 3.470670905
#> 2714 3.600570085 41 14 2 0.3562833449 1 3.442138805
#> 2715 3.111482680 41 15 2 0.5622673454 1 3.338063660
#> 2716 5.186491022 41 16 2 -1.0141141727 1 5.232285747
#> 2717 4.640014311 41 17 2 -0.1412617573 1 4.439237368
#> 2718 5.528662531 41 18 2 -0.9957987249 1 5.529304524
#> 2719 3.997625522 41 19 2 0.3314343982 1 3.926001949
#> 2720 2.444691024 41 20 2 0.9159920579 1 2.607792261
#> 2721 3.177375198 41 21 2 -0.0569705338 1 3.076005813
#> 2722 2.307084818 41 22 2 0.6198500746 1 2.451503201
#> 2723 -0.659296138 41 23 2 1.0517012702 0 -0.413077367
#> 2724 2.661625522 41 24 2 -0.7497257869 1 2.899979825
#> 2725 2.771102955 41 25 2 -0.1464274878 1 2.688992106
#> 2726 1.528594130 41 26 2 -1.0861182406 0 1.579737781
#> 2727 0.813760135 41 27 2 1.8505717036 1 0.718656001
#> 2728 0.613497075 41 28 2 -0.8209866971 0 0.272285908
#> 2729 0.177991059 41 29 2 -0.0217945400 0 0.310082380
#> 2730 0.763897524 41 30 2 -0.2890232705 0 0.479430513
#> 2731 NA 42 1 2 0.7690422410 1 -0.531346919
#> 2732 -0.162353903 42 2 2 1.3124129764 0 0.062147889
#> 2733 2.583582302 42 3 2 -0.5618763635 1 2.672862760
#> 2734 3.266667800 42 4 2 -0.7526889682 1 3.282183717
#> 2735 4.576607221 42 5 2 -1.9927484887 1 4.397119647
#> 2736 4.286353865 42 6 2 -1.1686514244 1 4.126102345
#> 2737 1.932319865 42 7 2 1.0466288471 1 1.959526462
#> 2738 3.896939687 42 8 2 -0.9936985911 1 3.698923196
#> 2739 2.265418816 42 9 2 -0.7822018456 0 1.919052614
#> 2740 3.161907175 42 10 2 -0.0273469664 1 3.252351104
#> 2741 1.800352092 42 11 2 0.1071904070 0 1.332755917
#> 2742 3.293968923 42 12 2 -1.5404424053 0 3.594173670
#> 2743 4.546750551 42 13 2 -0.1097103212 1 4.411262364
#> 2744 5.617034930 42 14 2 -0.6580102079 1 5.760868987
#> 2745 5.139357899 42 15 2 -0.0974124985 1 4.866657153
#> 2746 3.590898848 42 16 2 -0.7913138788 0 3.460061332
#> 2747 5.240504102 42 17 2 -1.0053775816 1 5.225477887
#> 2748 5.967656753 42 18 2 -1.0399550438 1 5.818535967
#> 2749 4.880012376 42 19 2 -0.1898466377 1 5.289613510
#> 2750 1.164669062 42 20 2 0.8006223565 0 1.379254247
#> 2751 3.995753383 42 21 2 -0.9578493922 1 4.146011232
#> 2752 2.455821245 42 22 2 -0.7575101607 0 2.549584097
#> 2753 1.931632058 42 23 2 0.6229054623 1 1.615322031
#> 2754 2.728264014 42 24 2 -0.3216060699 1 2.874733392
#> 2755 4.179585136 42 25 2 -1.4335621799 1 4.430548364
#> 2756 3.530675107 42 26 2 -0.6653027956 1 3.619720266
#> 2757 2.135334365 42 27 2 0.5736751083 1 2.070565519
#> 2758 2.411688481 42 28 2 -0.3072572330 1 2.546915862
#> 2759 0.616962394 42 29 2 -0.7583454174 0 0.663052448
#> 2760 2.644066831 42 30 2 0.6565134106 1 2.695490298
#> 2761 NA 43 1 2 0.3322025790 1 -0.587684757
#> 2762 1.958827759 43 2 2 -0.2651450567 1 1.905737844
#> 2763 0.676094798 43 3 2 -0.3439172341 0 0.401646703
#> 2764 2.917273363 43 4 2 -0.9385387036 1 3.024391310
#> 2765 3.019932811 43 5 2 -0.4272792872 1 2.709158525
#> 2766 3.327673237 43 6 2 -0.6347482649 1 3.595197334
#> 2767 2.428956026 43 7 2 0.4352889489 1 2.157294483
#> 2768 1.771083727 43 8 2 1.0267850561 1 1.907173144
#> 2769 1.907686794 43 9 2 1.1107114182 1 1.506278500
#> 2770 0.956710663 43 10 2 -0.0333303423 0 0.798629948
#> 2771 1.953487141 43 11 2 0.6087790117 1 2.062074785
#> 2772 4.372000054 43 12 2 -0.6930946140 1 4.204229348
#> 2773 1.894511445 43 13 2 0.5114707547 0 1.528279658
#> 2774 1.893109132 43 14 2 0.8552022051 1 1.877740137
#> 2775 -0.217514332 43 15 2 1.0164552177 0 -0.042726144
#> 2776 1.919370969 43 16 2 0.2995936847 1 1.814778887
#> 2777 2.848283491 43 17 2 0.1561557073 1 2.650653581
#> 2778 3.451004955 43 18 2 -0.0179802406 1 3.523583218
#> 2779 3.039985931 43 19 2 0.4704927320 1 3.150593822
#> 2780 4.597000033 43 20 2 -0.9365690341 1 4.771100577
#> 2781 3.025367898 43 21 2 0.5910619094 1 2.934039629
#> 2782 1.942944070 43 22 2 0.8515246815 1 1.991874639
#> 2783 1.909181716 43 23 2 0.4336203898 1 1.499335888
#> 2784 1.594942573 43 24 2 -1.1477707505 0 1.454364446
#> 2785 3.076248718 43 25 2 -0.7906077857 1 3.109193190
#> 2786 1.906338105 43 26 2 0.7148483559 1 1.968798561
#> 2787 1.587645298 43 27 2 0.8496958911 1 1.760729567
#> 2788 0.689736623 43 28 2 -0.9020980085 0 0.718964812
#> 2789 2.727042052 43 29 2 -1.0358928844 1 2.847289954
#> 2790 0.911825830 43 30 2 -0.4539977006 0 0.858035852
#> 2791 NA 44 1 2 -1.0083766083 1 -0.411697869
#> 2792 0.141452018 44 2 2 0.5431940592 0 0.063826419
#> 2793 0.201470617 44 3 2 0.0904966471 0 0.089140543
#> 2794 1.271813198 44 4 2 -1.0525132793 0 1.048845685
#> 2795 2.492955027 44 5 2 0.1166372836 1 2.666394564
#> 2796 2.952518328 44 6 2 -0.0288415529 1 3.305391576
#> 2797 2.318627601 44 7 2 0.7151784071 1 2.439196228
#> 2798 2.393393152 44 8 2 0.7510613026 1 2.797224072
#> 2799 1.246716549 44 9 2 0.2498247199 0 1.553537517
#> 2800 4.689927942 44 10 2 -1.5160676232 1 4.814416950
#> 2801 4.534819407 44 11 2 -1.4508243135 0 4.646040962
#> 2802 4.903917851 44 12 2 0.1188494330 1 5.174614139
#> 2803 3.120871621 44 13 2 0.2139579796 0 2.971407060
#> 2804 2.431596379 44 14 2 1.1529362256 1 2.202240715
#> 2805 5.292648440 44 15 2 -1.1561673943 1 5.072433184
#> 2806 2.335077804 44 16 2 1.6390519088 1 2.306544278
#> 2807 3.205641471 44 17 2 0.2336336141 1 3.529838909
#> 2808 4.224637599 44 18 2 -0.1321751329 1 4.416696339
#> 2809 5.562094421 44 19 2 -0.9516795430 1 5.543852793
#> 2810 6.289838560 44 20 2 -1.4007874340 1 6.493606177
#> 2811 4.393367448 44 21 2 0.1731048735 1 4.470957138
#> 2812 4.677490628 44 22 2 -0.7479299709 1 4.698091051
#> 2813 2.971449544 44 23 2 0.3860844382 1 2.945911776
#> 2814 2.432423365 44 24 2 0.3543521964 1 2.345839108
#> 2815 1.809437187 44 25 2 0.8851124551 1 1.659672519
#> 2816 2.933131494 44 26 2 -0.4316611004 1 2.931362477
#> 2817 1.635356274 44 27 2 1.3343835853 1 1.625903072
#> 2818 0.018637788 44 28 2 0.6270687431 0 -0.052418644
#> 2819 1.787997476 44 29 2 0.9481593026 1 1.734149194
#> 2820 3.110469582 44 30 2 -0.5938645624 1 3.353354914
#> 2821 NA 45 1 2 -0.1194526066 1 0.709185621
#> 2822 2.227636114 45 2 2 -0.4143399479 1 2.420382191
#> 2823 1.174883533 45 3 2 1.5985087711 1 1.239399029
#> 2824 0.848148390 45 4 2 -0.4371595332 0 0.992231284
#> 2825 3.304523493 45 5 2 -0.8932075701 1 3.042495897
#> 2826 2.185542046 45 6 2 0.6706959687 1 2.275330495
#> 2827 1.783360123 45 7 2 0.9171749176 1 1.706442200
#> 2828 4.444529436 45 8 2 -1.5091665373 1 4.468813255
#> 2829 2.299958699 45 9 2 1.6519153916 1 2.294499256
#> 2830 0.591198985 45 10 2 0.7903853439 0 0.973971034
#> 2831 0.406541899 45 11 2 0.4806255999 0 0.300797979
#> 2832 4.544305797 45 12 2 -1.3647094580 1 4.421176290
#> 2833 3.214753738 45 13 2 -0.1861206994 0 3.695244995
#> 2834 3.978916675 45 14 2 0.2762745565 1 4.054363622
#> 2835 0.994061618 45 15 2 2.3208602240 1 1.041456702
#> 2836 1.418326006 45 16 2 1.0846170087 1 1.387692417
#> 2837 0.619910630 45 17 2 0.3555876116 0 0.135683868
#> 2838 4.189085066 45 18 2 -2.5493427748 0 4.056679063
#> 2839 2.492866949 45 19 2 1.1579104666 1 2.114063642
#> 2840 2.984620068 45 20 2 0.1602775400 1 2.797470006
#> 2841 1.537259394 45 21 2 1.3997833562 1 1.571537170
#> 2842 1.980198960 45 22 2 0.6302398297 1 2.269564081
#> 2843 1.112358943 45 23 2 1.2913233045 1 1.222520760
#> 2844 1.841180369 45 24 2 0.4247997824 1 1.591447879
#> 2845 -0.436816653 45 25 2 0.9030760860 0 -0.396824485
#> 2846 1.832848899 45 26 2 0.2276149399 1 1.803232154
#> 2847 2.762379396 45 27 2 -0.5007190980 1 2.685043250
#> 2848 -0.313218853 45 28 2 1.1203550284 0 -0.351281758
#> 2849 1.732390677 45 29 2 0.9141587339 1 1.800882387
#> 2850 3.233859349 45 30 2 -1.7103796664 1 3.255519366
#> 2851 NA 46 1 2 -0.2803953352 0 0.256396754
#> 2852 2.033739504 46 2 2 -0.4762468946 1 2.047497882
#> 2853 2.438486249 46 3 2 -0.0885651121 1 2.249153828
#> 2854 2.134655906 46 4 2 0.3311791730 1 1.797767873
#> 2855 0.177969519 46 5 2 0.3339029425 0 0.446798989
#> 2856 4.020037336 46 6 2 -1.6505465434 1 4.116120145
#> 2857 4.171773909 46 7 2 -2.6609227985 0 4.215483498
#> 2858 3.401081922 46 8 2 -0.0951474508 1 3.385208749
#> 2859 4.656268855 46 9 2 -1.4589707285 1 4.516460399
#> 2860 4.134388925 46 10 2 -0.2107341807 1 4.513575996
#> 2861 3.382092509 46 11 2 -0.8281742704 0 3.302043529
#> 2862 3.263472915 46 12 2 0.5899826794 1 3.551906019
#> 2863 4.435615627 46 13 2 -0.1203938246 1 4.370095995
#> 2864 4.316677381 46 14 2 0.1441046625 1 4.275243031
#> 2865 5.120954038 46 15 2 -0.6035312478 1 5.277280957
#> 2866 3.413427771 46 16 2 -0.6245674736 0 3.252238054
#> 2867 5.926700290 46 17 2 -1.6218582591 1 5.987073571
#> 2868 3.287267515 46 18 2 1.0405734557 1 3.598926743
#> 2869 2.914569073 46 19 2 0.5847052602 1 2.807353151
#> 2870 3.607622689 46 20 2 -0.2739623748 1 3.538139850
#> 2871 1.263217725 46 21 2 0.1174595846 0 1.164951666
#> 2872 -0.871900434 46 22 2 1.0966616331 0 -1.187506310
#> 2873 0.858038140 46 23 2 -1.0022598737 0 0.791772540
#> 2874 -0.672067360 46 24 2 0.6483473512 0 -0.744777131
#> 2875 -2.309013633 46 25 2 2.0055732743 0 -2.295669263
#> 2876 0.298979407 46 26 2 1.2949457957 1 0.322335573
#> 2877 -0.354870407 46 27 2 0.5100979282 0 -0.262585395
#> 2878 -1.282040492 46 28 2 2.1272135525 0 -1.176755781
#> 2879 2.973226807 46 29 2 -1.2987319948 1 3.044671789
#> 2880 2.842583654 46 30 2 -0.2094484283 1 2.776714424
#> 2881 NA 47 1 2 0.5629895332 0 -1.856360586
#> 2882 0.088241346 47 2 2 -0.7886028379 0 0.106389520
#> 2883 -0.893717352 47 3 2 1.0807994962 0 -0.970242529
#> 2884 1.714945391 47 4 2 -2.0142104979 0 1.985484775
#> 2885 0.199578675 47 5 2 0.4114299206 0 0.202382509
#> 2886 2.661581748 47 6 2 -0.3497542392 1 2.684726554
#> 2887 1.520917297 47 7 2 1.1102770966 1 1.682642290
#> 2888 3.689878473 47 8 2 -0.8959478228 1 3.505353231
#> 2889 3.467520867 47 9 2 -0.0512978861 1 3.330785688
#> 2890 4.233102038 47 10 2 -0.6567429254 1 4.106334483
#> 2891 3.016173723 47 11 2 1.0202530122 1 3.324366474
#> 2892 3.752244502 47 12 2 0.2893440288 1 3.578136447
#> 2893 2.854708265 47 13 2 1.0128343358 1 3.033948896
#> 2894 4.052010094 47 14 2 -0.0756250808 1 4.149563590
#> 2895 6.361181460 47 15 2 -1.4588494144 1 6.333550168
#> 2896 1.827813154 47 16 2 0.8259229016 0 2.018787467
#> 2897 0.935996489 47 17 2 0.2207112910 0 0.805122756
#> 2898 2.427233688 47 18 2 0.2497257360 1 2.574730250
#> 2899 4.477700081 47 19 2 -0.8064528227 1 4.631404501
#> 2900 5.223045360 47 20 2 -0.9855391126 1 5.185188659
#> 2901 2.433693290 47 21 2 -0.3315457582 0 2.284616499
#> 2902 4.087283912 47 22 2 -0.9884429224 1 4.238215633
#> 2903 2.509053430 47 23 2 -1.1051827292 0 2.692308332
#> 2904 3.996159535 47 24 2 -1.2198100315 1 4.070911338
#> 2905 0.958763132 47 25 2 -0.0035803084 0 0.848498226
#> 2906 1.641256125 47 26 2 0.5783349405 1 1.596951129
#> 2907 1.583282493 47 27 2 0.8687932702 1 1.647806247
#> 2908 1.932372752 47 28 2 0.3661143829 1 2.040229704
#> 2909 1.817144560 47 29 2 0.4243787949 1 1.905038368
#> 2910 2.333922835 47 30 2 2.4787458014 1 2.536588814
#> 2911 NA 48 1 2 -0.3724387561 1 -1.860587630
#> 2912 1.900253776 48 2 2 -0.5946172675 1 1.891144083
#> 2913 1.703043582 48 3 2 0.6307541157 1 1.927477400
#> 2914 2.124520788 48 4 2 0.2119804334 1 2.033588129
#> 2915 2.452518538 48 5 2 -0.0330361593 1 2.168190726
#> 2916 1.704943605 48 6 2 0.7564064385 1 1.834719214
#> 2917 1.118318383 48 7 2 -0.4849875966 0 1.146260405
#> 2918 4.647168108 48 8 2 -2.0707510705 1 5.043243077
#> 2919 4.203017092 48 9 2 -0.5269251761 1 4.389257562
#> 2920 3.267731235 48 10 2 -1.4120257927 0 3.460117575
#> 2921 1.217463941 48 11 2 0.5384820321 0 1.514635101
#> 2922 4.315325078 48 12 2 -0.9042150256 1 4.225870266
#> 2923 2.892279496 48 13 2 -0.2014581470 0 2.887106935
#> 2924 0.581520392 48 14 2 2.1614158463 1 1.180290752
#> 2925 3.358876856 48 15 2 -0.3509178272 1 3.404101115
#> 2926 1.781203726 48 16 2 -0.0485683528 0 1.896778204
#> 2927 2.606120819 48 17 2 0.3104500805 1 3.120412371
#> 2928 0.217150914 48 18 2 2.4162073731 1 0.559301148
#> 2929 2.455815837 48 19 2 0.0545532458 1 2.565488407
#> 2930 2.996540287 48 20 2 0.0839306795 1 3.059357337
#> 2931 2.809112669 48 21 2 0.2782949133 1 2.808165232
#> 2932 1.529723023 48 22 2 1.1079950410 1 1.922539667
#> 2933 1.639412030 48 23 2 0.5919460034 1 1.692281599
#> 2934 2.085240266 48 24 2 0.1072350348 1 1.845048822
#> 2935 3.845508209 48 25 2 -1.4958268140 1 3.469631999
#> 2936 1.331557082 48 26 2 1.3646727815 1 1.455974773
#> 2937 -0.895377954 48 27 2 1.3693516880 0 -0.801217467
#> 2938 2.435043175 48 28 2 -0.8747813772 1 2.220614293
#> 2939 0.691829017 48 29 2 -1.1125453200 0 0.828384272
#> 2940 2.430097632 48 30 2 0.9897022081 1 2.512201874
#> 2941 NA 49 1 2 0.9769733867 1 -0.022834094
#> 2942 1.788253991 49 2 2 1.6509074673 1 1.890837374
#> 2943 2.555428343 49 3 2 -0.1136398955 1 2.291823876
#> 2944 -0.491915820 49 4 2 1.2366750464 0 -0.343103513
#> 2945 4.452574690 49 5 2 -2.4658981938 1 4.676090144
#> 2946 1.722986052 49 6 2 -0.5388091600 0 1.865438510
#> 2947 2.438541061 49 7 2 0.2306168306 1 2.344137305
#> 2948 2.837365172 49 8 2 0.1501201312 1 3.027341641
#> 2949 3.532670377 49 9 2 -0.1972648691 1 3.472271901
#> 2950 3.988627192 49 10 2 -0.2997624966 1 3.877525779
#> 2951 3.275954679 49 11 2 0.7690522950 1 3.118880658
#> 2952 1.828641905 49 12 2 0.2263249424 0 2.013905806
#> 2953 4.580154537 49 13 2 -2.0376824944 0 4.584207497
#> 2954 2.387709937 49 14 2 0.2763155321 0 2.114715566
#> 2955 1.264533618 49 15 2 0.1467084841 0 1.290089002
#> 2956 2.578072907 49 16 2 0.3013136517 1 2.487496598
#> 2957 5.468090152 49 17 2 -1.4211084475 1 5.475378564
#> 2958 3.703783466 49 18 2 0.6851982381 1 3.624085039
#> 2959 2.870932573 49 19 2 0.7163316195 1 2.940459805
#> 2960 5.158356723 49 20 2 -1.3199965265 1 5.212145772
#> 2961 5.556104779 49 21 2 -1.1855916490 1 5.459743360
#> 2962 2.550836011 49 22 2 -0.4895328712 0 2.515928090
#> 2963 2.857748245 49 23 2 -0.1196896641 1 2.672165305
#> 2964 1.768508516 49 24 2 -0.9440576916 0 1.515098647
#> 2965 1.229107140 49 25 2 -0.7684170270 0 1.583654432
#> 2966 3.923966497 49 26 2 -1.7015798027 1 3.771079259
#> 2967 2.035604455 49 27 2 0.7626511463 1 2.023128339
#> 2968 1.612837153 49 28 2 1.0244748630 1 1.937714972
#> 2969 2.810910886 49 29 2 -1.0510732262 1 2.891431822
#> 2970 2.605397159 49 30 2 1.6755721558 1 2.689318569
#> 2971 NA 50 1 2 -0.3745808578 1 0.149938747
#> 2972 1.992133911 50 2 2 -0.0540281251 1 1.755086924
#> 2973 3.716977794 50 3 2 -1.5329020029 1 4.049610391
#> 2974 0.993298735 50 4 2 2.0375740182 1 1.076061989
#> 2975 0.045876397 50 5 2 2.5714581459 1 -0.044604420
#> 2976 1.980186511 50 6 2 0.2272919217 1 2.044199171
#> 2977 1.031879033 50 7 2 -0.2951578009 0 0.988926553
#> 2978 0.700644412 50 8 2 -0.0792117093 0 0.264026161
#> 2979 1.116271891 50 9 2 -0.6295787427 0 1.136211392
#> 2980 3.642006861 50 10 2 -0.8490611350 1 3.751728788
#> 2981 3.903150885 50 11 2 0.1207193293 1 3.677867529
#> 2982 3.279926383 50 12 2 0.7480811625 1 3.489499606
#> 2983 2.583103706 50 13 2 -0.1958892488 0 2.544599144
#> 2984 1.944076616 50 14 2 -0.1582940287 0 1.816004877
#> 2985 0.879729068 50 15 2 1.6236212077 1 1.004184589
#> 2986 2.431163764 50 16 2 0.2603614907 1 2.617673160
#> 2987 2.067734849 50 17 2 0.9553656397 1 2.219318416
#> 2988 1.946992308 50 18 2 -0.4469593090 0 1.868055357
#> 2989 0.385177488 50 19 2 0.5577309821 0 0.554567864
#> 2990 2.308946008 50 20 2 0.1612263513 1 2.272492856
#> 2991 2.097977182 50 21 2 -0.8358940534 0 2.206942818
#> 2992 2.444176670 50 22 2 0.2943533884 1 2.551791148
#> 2993 0.574433387 50 23 2 0.0740052117 0 0.892844219
#> 2994 2.107570580 50 24 2 -0.0003846487 1 2.208617975
#> 2995 0.071703514 50 25 2 0.4084885048 0 -0.121140002
#> 2996 2.200600746 50 26 2 -0.2806762797 1 2.381388225
#> 2997 0.039496589 50 27 2 0.4211471730 0 0.104957356
#> 2998 -0.477250055 50 28 2 0.9047588937 0 -0.711684545
#> 2999 1.842238973 50 29 2 0.5254124483 1 1.969896757
#> 3000 0.638975579 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()
}
}
#> Loading required namespace: tidyr
# }