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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. If NULL (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 is NULL which uses all samples.

expand

[logical(1)]
If TRUE (the default), the output is a single data.frame containing the original newdata and the predicted values. Otherwise, a list is returned with two components, simulated and observed, where the first contains only the predicted values, and the second contains the original newdata. Setting expand to FALSE can help conserve memory because newdata is not replicated n_draws times in the output. This argument is ignored if funs are provided.

df

[logical(1)]
If TRUE (default) the output consists of data.frame objects, and data.table objects otherwise.

...

Ignored.

Value

A data.frame containing the fitted values.

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
#> 283   1.848148212 10   13     1  0.4032903312 1  1.829617664
#> 284  -0.910155754 10   14     1  1.4878378319 0 -0.887358328
#> 285   1.598631056 10   15     1 -1.2084427204 0  1.765303631
#> 286   0.607167017 10   16     1  1.6659909000 1  0.713818111
#> 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
#> 293   4.296669464 10   23     1 -1.5890896941 1  4.186120484
#> 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
#> 338   2.845479237 12    8     1 -0.2814821150 1  3.055072341
#> 339   3.332880414 12    9     1 -0.1082800912 1  2.966020532
#> 340   2.886063411 12   10     1 -1.4564659171 0  2.671380225
#> 341   3.176998232 12   11     1  0.3183902604 1  3.092213141
#> 342   4.383958535 12   12     1 -0.2940953272 1  4.284924656
#> 343   7.174479893 12   13     1 -1.7283045153 1  7.095562643
#> 344   6.580346546 12   14     1 -0.4368299769 1  6.566440836
#> 345   2.282801509 12   15     1  0.7422970242 0  2.598539978
#> 346   3.255289166 12   16     1  0.1436232347 1  3.476017315
#> 347   4.102060372 12   17     1 -0.2121505321 1  3.779509451
#> 348   6.753758349 12   18     1 -2.1112083733 1  6.937739948
#> 349   5.222020931 12   19     1 -0.1629267107 1  5.242251503
#> 350   2.770320621 12   20     1 -0.3719448752 0  2.698440156
#> 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
#> 468   1.502577803 16   18     1 -1.0984900071 0  1.282890679
#> 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
#> 1449  3.475701364 49    9     1 -0.1972648691 1  3.472271901
#> 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
#> 1466  3.922628435 49   26     1 -1.7015798027 1  3.771079259
#> 1467  2.022255503 49   27     1  0.7626511463 1  2.023128339
#> 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
#> 1479  1.126986733 50    9     1 -0.6295787427 0  1.136211392
#> 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
#> 1491  2.182046651 50   21     1 -0.8358940534 0  2.206942818
#> 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
#> 1496  2.281279366 50   26     1 -0.2806762797 1  2.381388225
#> 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
#> 1550  0.008088474  2   20     2 -0.6129877549 0 -0.096106520
#> 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
#> 1557 -0.445538962  2   27     2  0.5785892916 0 -0.596732278
#> 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
#> 2412  2.662002965 31   12     2 -0.0914342756 0  2.826840780
#> 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
#> 2467 -0.490368013 33    7     2  0.6599026381 0 -0.580678594
#> 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

# }