library(readxl)
Data_olah_Scopus <- read_excel("C:/Users/PC001/Downloads/Data olah Scopus.xls")
View(Data_olah_Scopus)
library(readxl)
Data_olah_Scopus <- read_excel("C:/Users/PC001/Downloads/Data olah Scopus.xls")
View(Data_olah_Scopus)
#regresi ols sitasi
regresi = lm(Y1~Y2+X1+X2+X3+X4,data=Data_olah_Scopus)
summary (regresi)
##
## Call:
## lm(formula = Y1 ~ Y2 + X1 + X2 + X3 + X4, data = Data_olah_Scopus)
##
## Residuals:
## Min 1Q Median 3Q Max
## -61.68 -20.16 -3.79 15.84 321.34
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -26.6168 17.1349 -1.553 0.121
## Y2 26.5627 1.1950 22.227 <2e-16 ***
## X1 0.5184 0.6079 0.853 0.394
## X2 -0.8324 0.6109 -1.363 0.174
## X3 -0.2081 0.3887 -0.535 0.593
## X4 0.2441 0.2870 0.851 0.395
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 35.24 on 451 degrees of freedom
## Multiple R-squared: 0.6915, Adjusted R-squared: 0.6881
## F-statistic: 202.2 on 5 and 451 DF, p-value: < 2.2e-16
anova(regresi)
## Analysis of Variance Table
##
## Response: Y1
## Df Sum Sq Mean Sq F value Pr(>F)
## Y2 1 1249225 1249225 1005.7074 <2e-16 ***
## X1 1 3143 3143 2.5303 0.1124
## X2 1 2200 2200 1.7710 0.1839
## X3 1 102 102 0.0823 0.7744
## X4 1 899 899 0.7236 0.3954
## Residuals 451 560203 1242
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
summary.aov(regresi)
## Df Sum Sq Mean Sq F value Pr(>F)
## Y2 1 1249225 1249225 1005.707 <2e-16 ***
## X1 1 3143 3143 2.530 0.112
## X2 1 2200 2200 1.771 0.184
## X3 1 102 102 0.082 0.774
## X4 1 899 899 0.724 0.395
## Residuals 451 560203 1242
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
confint(regresi)
## 2.5 % 97.5 %
## (Intercept) -60.2910724 7.0574156
## Y2 24.2141005 28.9112151
## X1 -0.6762521 1.7131332
## X2 -2.0329916 0.3681048
## X3 -0.9719761 0.5558012
## X4 -0.3198766 0.8081427
fitted(regresi)
## 1 2 3 4 5 6 7
## 83.992455 144.458257 124.872744 119.668436 32.857801 9.000467 31.420227
## 8 9 10 11 12 13 14
## 6.623835 7.746771 6.792227 7.076055 58.846931 6.309832 44.464012
## 15 16 17 18 19 20 21
## 15.473314 33.879358 7.116544 -20.426390 30.358339 -22.237587 6.385573
## 22 23 24 25 26 27 28
## -20.513174 -20.847008 -20.706569 59.870552 32.669574 61.577449 6.031875
## 29 30 31 32 33 34 35
## -21.514709 -20.721961 -21.091141 5.134733 6.423141 34.660206 36.133314
## 36 37 38 39 40 41 42
## -14.003642 -14.696346 -18.265115 58.796989 60.316172 86.602301 3.135279
## 43 44 45 46 47 48 49
## -22.944983 31.764310 111.244196 31.943745 36.233934 -19.383638 6.474574
## 50 51 52 53 54 55 56
## 169.957884 6.808442 36.579540 61.097911 36.079536 -20.785959 34.208079
## 57 58 59 60 61 62 63
## -16.131792 -12.966761 -13.485201 -14.208080 -18.738688 33.549106 60.497734
## 64 65 66 67 68 69 70
## 5.199431 35.246172 147.304843 92.466759 -20.981575 32.798970 87.481133
## 71 72 73 74 75 76 77
## 35.646958 139.727616 7.851194 33.885767 -18.553416 11.859588 145.295928
## 78 79 80 81 82 83 84
## 142.534511 -11.914488 10.102869 -21.295578 10.413222 252.194464 43.666212
## 85 86 87 88 89 90 91
## 65.799644 -11.167306 -12.622583 29.314857 32.873283 2.439625 35.696448
## 92 93 94 95 96 97 98
## 32.905678 -22.445674 84.677189 29.448632 -20.572700 -20.328567 33.546949
## 99 100 101 102 103 104 105
## -20.956573 7.156239 -20.163825 -21.475013 7.226838 -17.134879 -20.368262
## 106 107 108 109 110 111 112
## 85.317667 37.515038 40.813055 8.407901 35.935319 -21.923584 -18.304810
## 113 114 115 116 117 118 119
## -8.277013 10.908882 -18.868813 7.304101 59.597161 36.048564 -13.774202
## 120 121 122 123 124 125 126
## 10.786785 -12.003399 10.224364 91.418259 -16.311227 -15.753091 35.050773
## 127 128 129 130 131 132 133
## 31.210617 165.568725 55.273881 140.435264 86.604709 89.609061 59.166805
## 134 135 136 137 138 139 140
## 111.948735 61.386877 7.134251 89.719514 32.048232 33.648421 8.622559
## 141 142 143 144 145 146 147
## 34.422737 29.918560 92.348496 61.885487 112.058395 -19.740257 65.159516
## 148 149 150 151 152 153 154
## 66.176311 8.454261 4.210334 7.596717 34.400557 5.789264 39.302571
## 155 156 157 158 159 160 161
## 14.421011 -20.228523 33.360248 66.270552 -19.902777 84.784247 60.253695
## 162 163 164 165 166 167 168
## -17.099533 40.227789 4.708944 -11.223212 11.722923 -14.417689 -11.924009
## 169 170 171 172 173 174 175
## -11.029814 -15.173603 6.135569 -16.450174 66.087306 28.262491 28.938284
## 176 177 178 179 180 181 182
## 55.829608 62.499376 8.923997 30.925996 33.439417 88.683362 221.271082
## 183 184 185 186 187 188 189
## 85.355904 4.978079 117.363195 3.901503 63.392202 227.522394 60.306557
## 190 191 192 193 194 195 196
## 250.387142 30.291390 6.966490 -16.481142 279.565356 9.660170 94.880380
## 197 198 199 200 201 202 203
## 197.820560 360.663457 93.585282 16.323367 -10.962169 63.670283 37.939975
## 204 205 206 207 208 209 210
## 44.004518 14.587911 12.913413 10.391869 57.960798 4.148556 5.434043
## 211 212 213 214 215 216 217
## 35.615419 -18.746810 32.386445 11.925808 9.009383 3.536066 7.164361
## 218 219 220 221 222 223 224
## 34.842562 8.970386 141.133076 -20.816833 40.990968 36.826623 10.833933
## 225 226 227 228 229 230 231
## 248.245881 143.272239 13.233381 14.982827 6.612792 4.487562 -26.000450
## 232 233 234 235 236 237 238
## 6.648837 194.683452 5.511213 35.586823 88.614315 112.382106 5.797262
## 239 240 241 242 243 244 245
## 7.712976 8.727076 60.375028 -17.746674 9.873429 -16.794356 -15.607481
## 246 247 248 249 250 251 252
## 38.412849 33.937328 8.555610 -20.966094 8.588765 65.205740 120.737043
## 253 254 255 256 257 258 259
## -11.980644 42.824247 -15.030213 -17.009103 -16.763448 11.687576 91.028516
## 260 261 262 263 264 265 266
## 36.124493 147.243729 53.986296 66.000845 7.397451 93.936724 64.348200
## 267 268 269 270 271 272 273
## -18.300367 10.632353 39.754212 37.228106 -13.494023 -13.803587 35.327302
## 274 275 276 277 278 279 280
## 8.293893 10.422044 -16.341402 9.963223 33.194555 34.220491 -25.137133
## 281 282 283 284 285 286 287
## 27.766106 -20.630738 26.540998 58.777061 58.082929 -21.489706 -19.291686
## 288 289 290 291 292 293 294
## 7.391580 -17.704757 12.850178 34.520654 86.489086 -20.861700 10.501435
## 295 296 297 298 299 300 301
## -18.194456 8.165896 4.450817 -13.200584 7.534970 37.261231 43.889149
## 302 303 304 305 306 307 308
## 7.008407 40.834596 -15.518479 -14.606645 11.443443 38.072321 -16.341402
## 309 310 311 312 313 314 315
## -13.445506 -10.090730 -15.274346 11.739104 -23.267808 -22.795723 -22.481720
## 316 317 318 319 320 321 322
## 4.983950 -23.570768 32.046710 -20.453614 -21.758842 -14.576471 62.520758
## 323 324 325 326 327 328 329
## 60.160247 31.225493 34.746257 9.350605 61.180947 93.498498 36.570748
## 330 331 332 333 334 335 336
## 8.488021 41.077748 115.895413 7.235020 8.785809 -20.865350 -15.841304
## 337 338 339 340 341 342 343
## -18.636456 -18.399682 -14.601473 -14.522082 -15.024342 -13.689639 35.675734
## 344 345 346 347 348 349 350
## 36.093431 -13.813897 -17.457674 -19.361556 9.544733 33.287236 8.132801
## 351 352 353 354 355 356 357
## -11.276871 -14.347030 6.410575 58.972868 57.004830 41.826546 9.075509
## 358 359 360 361 362 363 364
## -22.451545 32.121053 5.377438 13.427505 -20.203520 163.866233 32.029195
## 365 366 367 368 369 370 371
## -20.398437 -21.186013 8.901339 -19.403468 -22.417022 -18.688683 -17.542236
## 372 373 374 375 376 377 378
## 7.644535 -20.588088 -23.398726 6.631198 31.134271 -21.868407 33.934471
## 379 380 381 382 383 384 385
## -19.176949 -17.362801 -16.020739 -21.923584 -20.452092 9.177775 86.086904
## 386 387 388 389 390 391 392
## -20.335867 7.919635 9.983787 220.733979 9.326336 8.231417 11.044878
## 393 394 395 396 397 398 399
## -14.208080 3.882371 10.541919 116.033758 2.296236 1.085791 -20.521962
## 400 401 402 403 404 405 406
## 5.650952 9.134429 7.537984 59.640476 89.826862 14.904928 -10.598860
## 407 408 409 410 411 412 413
## -18.049634 -22.450846 36.616315 94.495053 -15.506737 37.774503 6.523091
## 414 415 416 417 418 419 420
## 61.294955 34.557429 145.479077 11.300753 9.919089 35.419829 12.723029
## 421 422 423 424 425 426 427
## -14.661033 -14.197770 37.559752 -13.240369 13.186293 14.338610 -12.254222
## 428 429 430 431 432 433 434
## -11.339348 -12.370358 14.084163 -10.365037 17.396298 65.191848 -21.132264
## 435 436 437 438 439 440 441
## 31.621744 9.007954 -17.597413 95.698224 39.834302 44.607611 13.537953
## 442 443 444 445 446 447 448
## 18.879618 -11.743085 15.102702 93.885415 -13.732285 -15.055216 -13.490373
## 449 450 451 452 453 454 455
## -14.985346 40.761528 -11.521004 -12.313752 -11.339348 -17.203926 41.337397
## 456 457
## -12.134317 -11.610006
#regresi ols indeks h
regresi_h = lm(Y2~ Y1+X1+X2+X3+X4,data=Data_olah_Scopus)
summary (regresi_h)
##
## Call:
## lm(formula = Y2 ~ Y1 + X1 + X2 + X3 + X4, data = Data_olah_Scopus)
##
## Residuals:
## Min 1Q Median 3Q Max
## -5.0093 -0.6979 -0.0317 0.5825 3.2783
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.3027696 0.4636166 2.810 0.00517 **
## Y1 0.0196809 0.0008854 22.227 < 2e-16 ***
## X1 -0.0293476 0.0165029 -1.778 0.07602 .
## X2 0.0363136 0.0165746 2.191 0.02897 *
## X3 0.0410967 0.0104053 3.950 9.08e-05 ***
## X4 0.0157872 0.0077828 2.028 0.04310 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.9593 on 451 degrees of freedom
## Multiple R-squared: 0.7627, Adjusted R-squared: 0.7601
## F-statistic: 289.9 on 5 and 451 DF, p-value: < 2.2e-16
anova(regresi_h)
## Analysis of Variance Table
##
## Response: Y2
## Df Sum Sq Mean Sq F value Pr(>F)
## Y1 1 1203.33 1203.33 1307.5029 < 2.2e-16 ***
## X1 1 5.75 5.75 6.2491 0.012780 *
## X2 1 8.74 8.74 9.5001 0.002181 **
## X3 1 112.38 112.38 122.1133 < 2.2e-16 ***
## X4 1 3.79 3.79 4.1147 0.043098 *
## Residuals 451 415.07 0.92
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
View(Data_olah_Scopus)
#memanggail data
Data_olah_Scopus <- read_excel("C:/Users/PC001/Downloads/Data olah Scopus.xls")
View(Data_olah_Scopus)
library(quantreg)
## Warning: package 'quantreg' was built under R version 4.2.3
## Loading required package: SparseM
##
## Attaching package: 'SparseM'
## The following object is masked from 'package:base':
##
## backsolve
k1=rq(Y1~Y2+X1+X2+X3+X4, data=Data_olah_Scopus, tau=c(0.05,0.1,0.25,0.5,0.75,0.9,0.95))
summary(k1)
## Warning in rq.fit.br(x, y, tau = tau, ci = TRUE, ...): Solution may be nonunique
## Warning in rq.fit.br(x, y, tau = tau, ci = TRUE, ...): Solution may be nonunique
## Warning in rq.fit.br(x, y, tau = tau, ci = TRUE, ...): Solution may be nonunique
##
## Call: rq(formula = Y1 ~ Y2 + X1 + X2 + X3 + X4, tau = c(0.05, 0.1,
## 0.25, 0.5, 0.75, 0.9, 0.95), data = Data_olah_Scopus)
##
## tau: [1] 0.05
##
## Coefficients:
## coefficients lower bd upper bd
## (Intercept) -5.85682 -8.34470 0.67108
## Y2 5.94164 2.92192 8.99536
## X1 0.01952 -0.28194 0.10485
## X2 -0.03830 -0.12537 0.29563
## X3 0.10466 -0.42623 0.50319
## X4 0.05281 -0.04834 0.19517
##
## Call: rq(formula = Y1 ~ Y2 + X1 + X2 + X3 + X4, tau = c(0.05, 0.1,
## 0.25, 0.5, 0.75, 0.9, 0.95), data = Data_olah_Scopus)
##
## tau: [1] 0.1
##
## Coefficients:
## coefficients lower bd upper bd
## (Intercept) -6.92716 -8.91074 -0.92155
## Y2 6.89140 4.20259 9.09762
## X1 0.02130 -0.22798 0.18381
## X2 -0.03366 -0.21020 0.18763
## X3 0.14383 -0.05607 0.52514
## X4 0.04759 -0.05603 0.11361
##
## Call: rq(formula = Y1 ~ Y2 + X1 + X2 + X3 + X4, tau = c(0.05, 0.1,
## 0.25, 0.5, 0.75, 0.9, 0.95), data = Data_olah_Scopus)
##
## tau: [1] 0.25
##
## Coefficients:
## coefficients lower bd upper bd
## (Intercept) -7.01840 -12.52741 -1.20448
## Y2 7.96178 5.45742 10.08627
## X1 0.09200 -0.10584 0.27879
## X2 -0.18896 -0.41495 -0.00088
## X3 0.43949 -0.02047 0.67794
## X4 -0.00920 -0.10444 0.19154
##
## Call: rq(formula = Y1 ~ Y2 + X1 + X2 + X3 + X4, tau = c(0.05, 0.1,
## 0.25, 0.5, 0.75, 0.9, 0.95), data = Data_olah_Scopus)
##
## tau: [1] 0.5
##
## Coefficients:
## coefficients lower bd upper bd
## (Intercept) -7.14985 -13.59491 3.27988
## Y2 10.37077 8.48625 12.89670
## X1 0.20181 -0.15516 0.36910
## X2 -0.23782 -0.44348 0.08730
## X3 0.94403 0.13761 1.19630
## X4 -0.21620 -0.46387 0.19465
##
## Call: rq(formula = Y1 ~ Y2 + X1 + X2 + X3 + X4, tau = c(0.05, 0.1,
## 0.25, 0.5, 0.75, 0.9, 0.95), data = Data_olah_Scopus)
##
## tau: [1] 0.75
##
## Coefficients:
## coefficients lower bd upper bd
## (Intercept) -0.52604 -1.06703 -0.19888
## Y2 20.97117 18.75919 23.21102
## X1 0.01468 0.00248 0.03365
## X2 -0.01676 -0.03705 -0.00300
## X3 0.22190 0.01918 0.80380
## X4 -0.04404 -0.13498 0.00306
##
## Call: rq(formula = Y1 ~ Y2 + X1 + X2 + X3 + X4, tau = c(0.05, 0.1,
## 0.25, 0.5, 0.75, 0.9, 0.95), data = Data_olah_Scopus)
##
## tau: [1] 0.9
##
## Coefficients:
## coefficients lower bd upper bd
## (Intercept) 0.00000 0.00000 0.00000
## Y2 35.33333 31.73780 37.59672
## X1 0.00000 0.00000 0.00000
## X2 0.00000 0.00000 0.00000
## X3 0.00000 -0.92205 1.70846
## X4 0.00000 0.00000 0.00000
##
## Call: rq(formula = Y1 ~ Y2 + X1 + X2 + X3 + X4, tau = c(0.05, 0.1,
## 0.25, 0.5, 0.75, 0.9, 0.95), data = Data_olah_Scopus)
##
## tau: [1] 0.95
##
## Coefficients:
## coefficients lower bd upper bd
## (Intercept) 0.00000 0.00000 0.00000
## Y2 44.20000 40.10874 53.81924
## X1 0.00000 0.00000 0.00000
## X2 0.00000 0.00000 0.00000
## X3 0.00000 -2.38913 1.47896
## X4 0.00000 0.00000 2.96541
summary(k1,se="nid") #ada metode "ker", "boot","iid","nid"
## Warning in summary.rq(xi, U = U, ...): 145 non-positive fis
## Warning in summary.rq(xi, U = U, ...): 148 non-positive fis
## Warning in summary.rq(xi, U = U, ...): 44 non-positive fis
## Warning in summary.rq(xi, U = U, ...): 42 non-positive fis
## Warning in summary.rq(xi, U = U, ...): 21 non-positive fis
##
## Call: rq(formula = Y1 ~ Y2 + X1 + X2 + X3 + X4, tau = c(0.05, 0.1,
## 0.25, 0.5, 0.75, 0.9, 0.95), data = Data_olah_Scopus)
##
## tau: [1] 0.05
##
## Coefficients:
## Value Std. Error t value Pr(>|t|)
## (Intercept) -5.85682 3.64959 -1.60479 0.10924
## Y2 5.94164 1.19409 4.97587 0.00000
## X1 0.01952 0.14729 0.13255 0.89460
## X2 -0.03830 0.15232 -0.25145 0.80158
## X3 0.10466 0.18467 0.56675 0.57116
## X4 0.05281 0.06027 0.87627 0.38135
##
## Call: rq(formula = Y1 ~ Y2 + X1 + X2 + X3 + X4, tau = c(0.05, 0.1,
## 0.25, 0.5, 0.75, 0.9, 0.95), data = Data_olah_Scopus)
##
## tau: [1] 0.1
##
## Coefficients:
## Value Std. Error t value Pr(>|t|)
## (Intercept) -6.92716 1.93369 -3.58235 0.00038
## Y2 6.89140 0.50868 13.54773 0.00000
## X1 0.02130 0.06650 0.32027 0.74891
## X2 -0.03366 0.07090 -0.47470 0.63523
## X3 0.14383 0.14000 1.02736 0.30480
## X4 0.04759 0.06170 0.77132 0.44092
##
## Call: rq(formula = Y1 ~ Y2 + X1 + X2 + X3 + X4, tau = c(0.05, 0.1,
## 0.25, 0.5, 0.75, 0.9, 0.95), data = Data_olah_Scopus)
##
## tau: [1] 0.25
##
## Coefficients:
## Value Std. Error t value Pr(>|t|)
## (Intercept) -7.01840 3.19493 -2.19673 0.02855
## Y2 7.96178 0.62587 12.72120 0.00000
## X1 0.09200 0.10923 0.84229 0.40007
## X2 -0.18896 0.11167 -1.69212 0.09131
## X3 0.43949 0.24738 1.77659 0.07631
## X4 -0.00920 0.10745 -0.08563 0.93180
##
## Call: rq(formula = Y1 ~ Y2 + X1 + X2 + X3 + X4, tau = c(0.05, 0.1,
## 0.25, 0.5, 0.75, 0.9, 0.95), data = Data_olah_Scopus)
##
## tau: [1] 0.5
##
## Coefficients:
## Value Std. Error t value Pr(>|t|)
## (Intercept) -7.14985 6.68052 -1.07025 0.28508
## Y2 10.37077 1.49941 6.91659 0.00000
## X1 0.20181 0.23287 0.86665 0.38660
## X2 -0.23782 0.23838 -0.99763 0.31899
## X3 0.94403 0.46162 2.04503 0.04143
## X4 -0.21620 0.24069 -0.89825 0.36953
##
## Call: rq(formula = Y1 ~ Y2 + X1 + X2 + X3 + X4, tau = c(0.05, 0.1,
## 0.25, 0.5, 0.75, 0.9, 0.95), data = Data_olah_Scopus)
##
## tau: [1] 0.75
##
## Coefficients:
## Value Std. Error t value Pr(>|t|)
## (Intercept) -0.52604 1.12002 -0.46967 0.63882
## Y2 20.97117 2.19190 9.56759 0.00000
## X1 0.01468 0.03000 0.48931 0.62486
## X2 -0.01676 0.03401 -0.49287 0.62234
## X3 0.22190 0.51919 0.42739 0.66930
## X4 -0.04404 0.09900 -0.44489 0.65662
##
## Call: rq(formula = Y1 ~ Y2 + X1 + X2 + X3 + X4, tau = c(0.05, 0.1,
## 0.25, 0.5, 0.75, 0.9, 0.95), data = Data_olah_Scopus)
##
## tau: [1] 0.9
##
## Coefficients:
## Value Std. Error t value Pr(>|t|)
## (Intercept) 0.00000 50.12911 0.00000 1.00000
## Y2 35.33333 9.62131 3.67240 0.00027
## X1 0.00000 1.69526 0.00000 1.00000
## X2 0.00000 1.62794 0.00000 1.00000
## X3 0.00000 1.90502 0.00000 1.00000
## X4 0.00000 1.09390 0.00000 1.00000
##
## Call: rq(formula = Y1 ~ Y2 + X1 + X2 + X3 + X4, tau = c(0.05, 0.1,
## 0.25, 0.5, 0.75, 0.9, 0.95), data = Data_olah_Scopus)
##
## tau: [1] 0.95
##
## Coefficients:
## Value Std. Error t value Pr(>|t|)
## (Intercept) 0.00000 25.67309 0.00000 1.00000
## Y2 44.20000 9.94998 4.44222 0.00001
## X1 0.00000 0.96603 0.00000 1.00000
## X2 0.00000 1.01287 0.00000 1.00000
## X3 0.00000 3.24991 0.00000 1.00000
## X4 0.00000 1.50597 0.00000 1.00000
yhet=fitted(k1)
resi=residuals(k1)
#membuat REGRESI KUANTIL
k1=rq(Y1~Y2+X1+X2+X3+X4+X5_1+X6_1+X6_2+X6_3+X7_1+X8_1,data=Data_olah_Scopus, tau=c(0.05,0.1,0.25,0.5,0.75,0.9,0.95))
## Warning in rq.fit.br(x, y, tau = tau, ...): Solution may be nonunique
summary(k1)
## Warning in rq.fit.br(x, y, tau = tau, ci = TRUE, ...): Solution may be nonunique
## Warning in rq.fit.br(x, y, tau = tau, ci = TRUE, ...): Solution may be nonunique
## Warning in rq.fit.br(x, y, tau = tau, ci = TRUE, ...): Solution may be nonunique
## Warning in rq.fit.br(x, y, tau = tau, ci = TRUE, ...): Solution may be nonunique
## Warning in rq.fit.br(x, y, tau = tau, ci = TRUE, ...): Solution may be nonunique
## Warning in rq.fit.br(x, y, tau = tau, ci = TRUE, ...): Solution may be nonunique
## Warning in rq.fit.br(x, y, tau = tau, ci = TRUE, ...): Solution may be nonunique
##
## Call: rq(formula = Y1 ~ Y2 + X1 + X2 + X3 + X4 + X5_1 + X6_1 + X6_2 +
## X6_3 + X7_1 + X8_1, tau = c(0.05, 0.1, 0.25, 0.5, 0.75, 0.9,
## 0.95), data = Data_olah_Scopus)
##
## tau: [1] 0.05
##
## Coefficients:
## coefficients lower bd upper bd
## (Intercept) -7.57908 -14.74828 -2.07880
## Y2 5.94026 3.13115 9.45689
## X1 -0.11733 -0.20941 0.16348
## X2 0.19370 -0.16965 0.27901
## X3 0.17694 -0.52300 0.67819
## X4 0.10221 -0.02660 0.18309
## X5_1 0.10032 -0.73179 1.10489
## X6_1 1.35602 -0.26660 4.11717
## X6_2 1.91241 -0.52293 4.68234
## X6_3 1.97227 -1.44051 4.17269
## X7_1 1.42445 0.29873 3.32416
## X8_1 0.38122 -0.53988 1.04959
##
## Call: rq(formula = Y1 ~ Y2 + X1 + X2 + X3 + X4 + X5_1 + X6_1 + X6_2 +
## X6_3 + X7_1 + X8_1, tau = c(0.05, 0.1, 0.25, 0.5, 0.75, 0.9,
## 0.95), data = Data_olah_Scopus)
##
## tau: [1] 0.1
##
## Coefficients:
## coefficients lower bd upper bd
## (Intercept) -7.29545 -17.46794 -2.43870
## Y2 6.95455 4.25079 9.05387
## X1 -0.05844 -0.30876 0.25410
## X2 0.07468 -0.23682 0.34844
## X3 0.22727 -0.21737 0.74496
## X4 0.06169 -0.08032 0.15074
## X5_1 -0.53896 -1.30544 0.56892
## X6_1 1.08117 -0.54238 3.62041
## X6_2 1.00000 -0.36765 4.15057
## X6_3 1.03571 -0.99462 5.65007
## X7_1 0.82468 0.17161 2.24000
## X8_1 0.51948 -0.78760 1.32233
##
## Call: rq(formula = Y1 ~ Y2 + X1 + X2 + X3 + X4 + X5_1 + X6_1 + X6_2 +
## X6_3 + X7_1 + X8_1, tau = c(0.05, 0.1, 0.25, 0.5, 0.75, 0.9,
## 0.95), data = Data_olah_Scopus)
##
## tau: [1] 0.25
##
## Coefficients:
## coefficients lower bd upper bd
## (Intercept) -10.73833 -19.23663 0.53173
## Y2 8.19457 5.73736 9.91626
## X1 0.13168 -0.24685 0.37766
## X2 -0.18126 -0.38286 0.21671
## X3 0.37774 -0.01197 0.66101
## X4 0.03259 -0.13641 0.16142
## X5_1 -0.83532 -2.34423 1.24412
## X6_1 1.11099 -0.82757 3.93153
## X6_2 1.44581 -0.82280 4.54573
## X6_3 -0.03267 -1.89503 4.82348
## X7_1 2.92835 1.03085 4.73758
## X8_1 -0.51397 -2.18586 0.91865
##
## Call: rq(formula = Y1 ~ Y2 + X1 + X2 + X3 + X4 + X5_1 + X6_1 + X6_2 +
## X6_3 + X7_1 + X8_1, tau = c(0.05, 0.1, 0.25, 0.5, 0.75, 0.9,
## 0.95), data = Data_olah_Scopus)
##
## tau: [1] 0.5
##
## Coefficients:
## coefficients lower bd upper bd
## (Intercept) -8.78166 -18.82041 5.16923
## Y2 11.50661 8.86149 15.77829
## X1 0.10657 -0.29200 0.35340
## X2 -0.10979 -0.42950 0.20062
## X3 0.77356 -0.11521 1.20457
## X4 -0.08855 -0.47174 0.30301
## X5_1 0.16544 -3.69063 1.10849
## X6_1 -0.16781 -5.14740 4.81330
## X6_2 -1.07461 -5.80739 3.66751
## X6_3 -0.69488 -6.35380 4.75003
## X7_1 5.49675 2.04867 11.47015
## X8_1 -0.57597 -2.11255 0.48750
##
## Call: rq(formula = Y1 ~ Y2 + X1 + X2 + X3 + X4 + X5_1 + X6_1 + X6_2 +
## X6_3 + X7_1 + X8_1, tau = c(0.05, 0.1, 0.25, 0.5, 0.75, 0.9,
## 0.95), data = Data_olah_Scopus)
##
## tau: [1] 0.75
##
## Coefficients:
## coefficients lower bd upper bd
## (Intercept) -8.07946 -10.21301 -0.83566
## Y2 20.83546 19.00733 23.37189
## X1 0.01806 -0.00109 0.06418
## X2 -0.01445 -0.06161 0.00388
## X3 0.28171 0.01410 1.57537
## X4 -0.03973 -0.24928 0.09270
## X5_1 0.01445 -0.10493 0.08656
## X6_1 6.73232 -0.36511 11.57400
## X6_2 6.65287 -0.43726 11.51198
## X6_3 6.72149 -0.39973 10.12721
## X7_1 0.65731 0.24934 1.93749
## X8_1 -0.01806 -0.07792 0.09464
##
## Call: rq(formula = Y1 ~ Y2 + X1 + X2 + X3 + X4 + X5_1 + X6_1 + X6_2 +
## X6_3 + X7_1 + X8_1, tau = c(0.05, 0.1, 0.25, 0.5, 0.75, 0.9,
## 0.95), data = Data_olah_Scopus)
##
## tau: [1] 0.9
##
## Coefficients:
## coefficients lower bd upper bd
## (Intercept) 0.00000 0.00000 0.00000
## Y2 35.33333 31.90778 37.45363
## X1 0.00000 0.00000 0.00000
## X2 0.00000 0.00000 0.00000
## X3 0.00000 -0.93763 1.93474
## X4 0.00000 0.00000 0.40145
## X5_1 0.00000 0.00000 7.64067
## X6_1 0.00000 0.00000 0.00000
## X6_2 0.00000 0.00000 0.00000
## X6_3 0.00000 0.00000 0.00000
## X7_1 0.00000 0.00000 0.00000
## X8_1 0.00000 0.00000 0.00000
##
## Call: rq(formula = Y1 ~ Y2 + X1 + X2 + X3 + X4 + X5_1 + X6_1 + X6_2 +
## X6_3 + X7_1 + X8_1, tau = c(0.05, 0.1, 0.25, 0.5, 0.75, 0.9,
## 0.95), data = Data_olah_Scopus)
##
## tau: [1] 0.95
##
## Coefficients:
## coefficients lower bd upper bd
## (Intercept) 0.00000 0.00000 7.43184
## Y2 44.20000 41.01846 53.44094
## X1 0.00000 -0.05649 0.00000
## X2 0.00000 -0.34231 0.15455
## X3 0.00000 -3.34137 2.62018
## X4 0.00000 0.00000 4.98450
## X5_1 0.00000 0.00000 25.50507
## X6_1 0.00000 -0.05611 2.35641
## X6_2 0.00000 0.00000 2.99430
## X6_3 0.00000 0.00000 3.41110
## X7_1 0.00000 0.00000 0.66500
## X8_1 0.00000 -8.62655 0.00000
summary(k1,se="nid") #ada metode "ker", "boot","iid","nid"
## Warning in summary.rq(xi, U = U, ...): 167 non-positive fis
## Warning in summary.rq(xi, U = U, ...): 56 non-positive fis
## Warning in summary.rq(xi, U = U, ...): 10 non-positive fis
## Warning in summary.rq(xi, U = U, ...): 2 non-positive fis
## Warning in summary.rq(xi, U = U, ...): 38 non-positive fis
## Warning in summary.rq(xi, U = U, ...): 50 non-positive fis
## Warning in summary.rq(xi, U = U, ...): 19 non-positive fis
##
## Call: rq(formula = Y1 ~ Y2 + X1 + X2 + X3 + X4 + X5_1 + X6_1 + X6_2 +
## X6_3 + X7_1 + X8_1, tau = c(0.05, 0.1, 0.25, 0.5, 0.75, 0.9,
## 0.95), data = Data_olah_Scopus)
##
## tau: [1] 0.05
##
## Coefficients:
## Value Std. Error t value Pr(>|t|)
## (Intercept) -7.57908 3.36817 -2.25021 0.02492
## Y2 5.94026 0.80841 7.34809 0.00000
## X1 -0.11733 0.10322 -1.13663 0.25630
## X2 0.19370 0.09282 2.08680 0.03748
## X3 0.17694 0.16675 1.06111 0.28922
## X4 0.10221 0.08184 1.24880 0.21239
## X5_1 0.10032 0.79658 0.12593 0.89984
## X6_1 1.35602 1.20980 1.12086 0.26295
## X6_2 1.91241 1.18576 1.61281 0.10749
## X6_3 1.97227 1.53939 1.28121 0.20079
## X7_1 1.42445 0.68235 2.08756 0.03741
## X8_1 0.38122 0.77617 0.49116 0.62356
##
## Call: rq(formula = Y1 ~ Y2 + X1 + X2 + X3 + X4 + X5_1 + X6_1 + X6_2 +
## X6_3 + X7_1 + X8_1, tau = c(0.05, 0.1, 0.25, 0.5, 0.75, 0.9,
## 0.95), data = Data_olah_Scopus)
##
## tau: [1] 0.1
##
## Coefficients:
## Value Std. Error t value Pr(>|t|)
## (Intercept) -7.29545 2.67322 -2.72909 0.00660
## Y2 6.95455 0.41052 16.94100 0.00000
## X1 -0.05844 0.10333 -0.56556 0.57198
## X2 0.07468 0.12145 0.61486 0.53896
## X3 0.22727 0.15141 1.50103 0.13406
## X4 0.06169 0.05905 1.04477 0.29670
## X5_1 -0.53896 0.32612 -1.65266 0.09911
## X6_1 1.08117 0.67393 1.60427 0.10936
## X6_2 1.00000 0.66218 1.51016 0.13171
## X6_3 1.03571 0.93027 1.11334 0.26616
## X7_1 0.82468 0.30886 2.67009 0.00786
## X8_1 0.51948 0.26949 1.92768 0.05453
##
## Call: rq(formula = Y1 ~ Y2 + X1 + X2 + X3 + X4 + X5_1 + X6_1 + X6_2 +
## X6_3 + X7_1 + X8_1, tau = c(0.05, 0.1, 0.25, 0.5, 0.75, 0.9,
## 0.95), data = Data_olah_Scopus)
##
## tau: [1] 0.25
##
## Coefficients:
## Value Std. Error t value Pr(>|t|)
## (Intercept) -10.73833 4.53988 -2.36533 0.01844
## Y2 8.19457 0.51913 15.78513 0.00000
## X1 0.13168 0.12941 1.01749 0.30947
## X2 -0.18126 0.12966 -1.39801 0.16281
## X3 0.37774 0.19758 1.91185 0.05654
## X4 0.03259 0.09000 0.36210 0.71745
## X5_1 -0.83532 0.76112 -1.09749 0.27302
## X6_1 1.11099 1.51986 0.73098 0.46518
## X6_2 1.44581 1.51695 0.95310 0.34105
## X6_3 -0.03267 1.86020 -0.01756 0.98599
## X7_1 2.92835 0.88013 3.32718 0.00095
## X8_1 -0.51397 0.77986 -0.65905 0.51020
##
## Call: rq(formula = Y1 ~ Y2 + X1 + X2 + X3 + X4 + X5_1 + X6_1 + X6_2 +
## X6_3 + X7_1 + X8_1, tau = c(0.05, 0.1, 0.25, 0.5, 0.75, 0.9,
## 0.95), data = Data_olah_Scopus)
##
## tau: [1] 0.5
##
## Coefficients:
## Value Std. Error t value Pr(>|t|)
## (Intercept) -8.78166 4.77248 -1.84006 0.06642
## Y2 11.50661 1.36778 8.41262 0.00000
## X1 0.10657 0.13818 0.77127 0.44096
## X2 -0.10979 0.13330 -0.82366 0.41057
## X3 0.77356 0.46721 1.65568 0.09849
## X4 -0.08855 0.21515 -0.41159 0.68084
## X5_1 0.16544 1.12157 0.14751 0.88280
## X6_1 -0.16781 1.42855 -0.11747 0.90654
## X6_2 -1.07461 1.43191 -0.75047 0.45337
## X6_3 -0.69488 1.94526 -0.35722 0.72110
## X7_1 5.49675 0.82082 6.69664 0.00000
## X8_1 -0.57597 0.74519 -0.77292 0.43998
##
## Call: rq(formula = Y1 ~ Y2 + X1 + X2 + X3 + X4 + X5_1 + X6_1 + X6_2 +
## X6_3 + X7_1 + X8_1, tau = c(0.05, 0.1, 0.25, 0.5, 0.75, 0.9,
## 0.95), data = Data_olah_Scopus)
##
## tau: [1] 0.75
##
## Coefficients:
## Value Std. Error t value Pr(>|t|)
## (Intercept) -8.07946 23.09226 -0.34988 0.72660
## Y2 20.83546 2.81731 7.39551 0.00000
## X1 0.01806 0.70957 0.02545 0.97971
## X2 -0.01445 0.73653 -0.01961 0.98436
## X3 0.28171 0.70621 0.39890 0.69016
## X4 -0.03973 0.46983 -0.08456 0.93265
## X5_1 0.01445 4.98056 0.00290 0.99769
## X6_1 6.73232 6.77072 0.99433 0.32060
## X6_2 6.65287 6.82438 0.97487 0.33016
## X6_3 6.72149 8.91788 0.75371 0.45142
## X7_1 0.65731 4.58858 0.14325 0.88616
## X8_1 -0.01806 4.17889 -0.00432 0.99655
##
## Call: rq(formula = Y1 ~ Y2 + X1 + X2 + X3 + X4 + X5_1 + X6_1 + X6_2 +
## X6_3 + X7_1 + X8_1, tau = c(0.05, 0.1, 0.25, 0.5, 0.75, 0.9,
## 0.95), data = Data_olah_Scopus)
##
## tau: [1] 0.9
##
## Coefficients:
## Value Std. Error t value Pr(>|t|)
## (Intercept) 0.00000 61.00980 0.00000 1.00000
## Y2 35.33333 9.60473 3.67874 0.00026
## X1 0.00000 1.73363 0.00000 1.00000
## X2 0.00000 1.67120 0.00000 1.00000
## X3 0.00000 1.92373 0.00000 1.00000
## X4 0.00000 1.10514 0.00000 1.00000
## X5_1 0.00000 13.33268 0.00000 1.00000
## X6_1 0.00000 19.06874 0.00000 1.00000
## X6_2 0.00000 19.01521 0.00000 1.00000
## X6_3 0.00000 25.58227 0.00000 1.00000
## X7_1 0.00000 13.57373 0.00000 1.00000
## X8_1 0.00000 12.61491 0.00000 1.00000
##
## Call: rq(formula = Y1 ~ Y2 + X1 + X2 + X3 + X4 + X5_1 + X6_1 + X6_2 +
## X6_3 + X7_1 + X8_1, tau = c(0.05, 0.1, 0.25, 0.5, 0.75, 0.9,
## 0.95), data = Data_olah_Scopus)
##
## tau: [1] 0.95
##
## Coefficients:
## Value Std. Error t value Pr(>|t|)
## (Intercept) 0.00000 37.48196 0.00000 1.00000
## Y2 44.20000 8.92092 4.95465 0.00000
## X1 0.00000 1.10838 0.00000 1.00000
## X2 0.00000 1.30185 0.00000 1.00000
## X3 0.00000 3.20557 0.00000 1.00000
## X4 0.00000 1.53836 0.00000 1.00000
## X5_1 0.00000 8.20158 0.00000 1.00000
## X6_1 0.00000 10.35248 0.00000 1.00000
## X6_2 0.00000 10.95744 0.00000 1.00000
## X6_3 0.00000 13.45740 0.00000 1.00000
## X7_1 0.00000 7.38079 0.00000 1.00000
## X8_1 0.00000 7.16758 0.00000 1.00000
yhet=fitted(k1)
yhet
## [,1] [,2] [,3] [,4] [,5]
## [1,] 20.31190926 23.41233766 2.789241e+01 4.538235e+01 7.773274e+01
## [2,] 36.41209830 41.76298701 5.061750e+01 7.609628e+01 1.219535e+02
## [3,] 37.09111531 40.72727273 4.868192e+01 7.178854e+01 1.035992e+02
## [4,] 31.24977946 34.93831169 4.174299e+01 6.028841e+01 1.063226e+02
## [5,] 7.46124764 9.19480519 1.170069e+01 2.061288e+01 4.224156e+01
## [6,] 0.63011972 1.47402597 1.465975e+00 4.882094e+00 2.000840e+01
## [7,] 6.40189036 8.40909091 1.129542e+01 2.270197e+01 3.620628e+01
## [8,] 1.90510397 1.71428571 4.451354e+00 1.027739e+01 2.093298e+01
## [9,] 2.74291115 2.94805195 4.098323e+00 8.444680e+00 2.153250e+01
## [10,] 1.58500315 1.38311688 4.123116e+00 9.695738e+00 2.071267e+01
## [11,] 1.83037177 1.54870130 4.106204e+00 9.415275e+00 2.061154e+01
## [12,] 12.30989288 15.34740260 1.958526e+01 3.227910e+01 6.313481e+01
## [13,] 0.65734089 0.36688312 6.380951e-01 4.942862e+00 2.029372e+01
## [14,] 9.66427221 11.10389610 1.403850e+01 2.142596e+01 4.240047e+01
## [15,] 0.41474480 1.77922078 5.329025e+00 1.242085e+01 2.145666e+01
## [16,] 10.25469439 12.10714286 1.603722e+01 2.942845e+01 3.852493e+01
## [17,] -0.13484562 0.80519481 2.263654e+00 8.810590e+00 1.445708e+01
## [18,] -5.12476371 -5.44480519 -6.696641e+00 -5.412696e+00 -3.431032e-01
## [19,] 5.94782609 7.73051948 1.033902e+01 1.966685e+01 4.193457e+01
## [20,] -4.65229994 -5.44805195 -4.883564e+00 -9.497651e-01 1.083484e-02
## [21,] -0.83276623 -0.24025974 -4.468921e-01 6.510569e+00 1.382143e+01
## [22,] -5.65318210 -6.11688312 -7.370197e+00 -6.479072e+00 -7.548271e-01
## [23,] -4.82016383 -5.47727273 -4.620128e+00 -9.253095e-01 -1.805806e-02
## [24,] -3.98134846 -5.50974026 -5.046531e+00 -3.469600e-01 1.264064e-01
## [25,] 14.04158790 16.60064935 2.025952e+01 3.170039e+01 6.335151e+01
## [26,] 6.17945810 7.89610390 1.001463e+01 1.722955e+01 4.148312e+01
## [27,] 14.11064902 17.60714286 2.324757e+01 3.769310e+01 6.500563e+01
## [28,] 2.33698803 2.03571429 4.762509e+00 1.095595e+01 2.118218e+01
## [29,] -4.25419030 -5.62987013 -4.334978e+00 -1.646638e+00 -2.889290e-02
## [30,] -4.59105230 -5.80844156 -4.104215e+00 -1.344937e+00 4.695097e-02
## [31,] -4.36597353 -5.62012987 -4.317896e+00 -1.743559e+00 -5.778580e-02
## [32,] 0.89035917 0.63311688 7.694798e-01 5.595044e+00 2.057543e+01
## [33,] 1.00000000 1.04220779 1.837979e+00 7.169832e+00 2.110633e+01
## [34,] 6.91745432 8.67207792 1.111440e+01 1.825500e+01 4.179733e+01
## [35,] 6.51102710 9.18831169 1.286400e+01 2.415310e+01 4.365370e+01
## [36,] -6.20025205 -5.99350649 -4.720997e+00 -1.301407e+00 -5.778580e-02
## [37,] -6.36370510 -6.07467532 -4.868264e+00 -1.227657e+00 1.314573e-14
## [38,] -4.89313170 -6.26948052 -6.185432e+00 -1.169429e+00 -7.223225e-03
## [39,] 14.56723377 17.76623377 2.147065e+01 3.746539e+01 5.837082e+01
## [40,] 13.04083176 15.94805195 2.027711e+01 3.447206e+01 5.705980e+01
## [41,] 20.20100819 23.96753247 2.816596e+01 4.376153e+01 8.410390e+01
## [42,] 1.65116572 1.13961039 2.754168e+00 1.167810e+01 2.121468e+01
## [43,] -4.68557026 -6.16233766 -5.719057e+00 -4.069410e-01 1.552993e-01
## [44,] 7.22696912 8.97727273 1.031631e+01 1.904107e+01 4.187318e+01
## [45,] 25.22470069 30.06818182 3.527777e+01 5.433446e+01 1.046613e+02
## [46,] 7.01298047 8.92532468 1.030080e+01 1.903270e+01 4.188401e+01
## [47,] 9.42142407 11.48701299 1.427323e+01 2.411888e+01 4.356341e+01
## [48,] -4.75853812 -5.09090909 -6.089461e+00 -4.798225e+00 -1.625226e-01
## [49,] 1.89766856 1.04545455 3.698035e+00 1.073487e+01 2.103410e+01
## [50,] 47.12262130 53.68831169 6.572309e+01 9.739465e+01 1.535518e+02
## [51,] -0.22810334 0.64610390 1.476401e+00 4.944229e+00 2.037318e+01
## [52,] 8.70686830 10.36688312 1.346065e+01 2.134382e+01 4.282664e+01
## [53,] 13.41814745 15.65259740 2.049875e+01 3.321987e+01 6.366211e+01
## [54,] 8.79117832 10.64935065 1.492824e+01 2.383670e+01 4.359230e+01
## [55,] -5.13572779 -6.62337662 -7.541057e+00 -6.366691e+00 -4.875677e-01
## [56,] 7.22533081 8.61363636 1.283041e+01 2.306254e+01 4.329254e+01
## [57,] -7.64990548 -7.30194805 -7.465478e+00 -6.152935e+00 -6.356438e-01
## [58,] -6.33459357 -6.64935065 -5.292969e+00 -9.228193e-01 -7.223225e-03
## [59,] -6.21726528 -6.59090909 -5.424645e+00 -1.029393e+00 -2.528129e-02
## [60,] -6.05897921 -6.49025974 -5.638410e+00 -1.239323e+00 -6.500903e-02
## [61,] -5.12741021 -6.29870130 -6.397706e+00 -1.295955e+00 -1.705233e-14
## [62,] 6.14996849 7.36688312 9.119115e+00 1.971877e+01 4.207182e+01
## [63,] 13.04965343 15.71753247 1.937305e+01 3.253791e+01 5.637721e+01
## [64,] -1.18739761 -0.23376623 7.210577e-01 7.000000e+00 1.387561e+01
## [65,] 9.30283554 10.11688312 1.337406e+01 2.298852e+01 4.186595e+01
## [66,] 34.42407057 40.31493506 4.955405e+01 7.368048e+01 1.210361e+02
## [67,] 22.29199748 25.57142857 3.112318e+01 4.558820e+01 8.439644e+01
## [68,] -6.28191556 -6.87662338 -8.448892e+00 -6.268200e+00 -6.464787e-01
## [69,] 6.25545054 8.20454545 9.776002e+00 1.797598e+01 4.146145e+01
## [70,] 18.91568998 23.27922078 2.920933e+01 4.547621e+01 8.455174e+01
## [71,] 8.04952741 8.88961039 1.084751e+01 1.930277e+01 4.164926e+01
## [72,] 30.44461248 35.73701299 4.312276e+01 6.768397e+01 1.190750e+02
## [73,] 0.23843730 0.46103896 1.248257e+00 5.724141e+00 2.056820e+01
## [74,] 8.00000000 8.00000000 1.026225e+01 1.758560e+01 4.128810e+01
## [75,] -5.51392565 -6.42207792 -5.863063e+00 -6.297503e+00 -6.573135e-01
## [76,] 1.62873346 1.86363636 4.006122e+00 6.371506e+00 2.051764e+01
## [77,] 29.63604285 36.29870130 4.648035e+01 6.753320e+01 1.260168e+02
## [78,] 32.09754253 37.05194805 4.526108e+01 6.692792e+01 1.258290e+02
## [79,] -5.60378072 -5.47077922 -3.966466e+00 -9.493787e-01 -4.617834e-15
## [80,] -0.64247007 0.26298701 9.959022e-01 6.000000e+00 2.034067e+01
## [81,] -4.78109641 -6.03571429 -5.570130e+00 -7.746714e-01 1.444645e-02
## [82,] 1.01676118 0.65584416 5.282458e+00 1.204605e+01 2.123635e+01
## [83,] 59.42192817 69.18831169 8.342003e+01 1.222459e+02 2.123093e+02
## [84,] 6.07410208 8.27597403 1.181127e+01 1.900000e+01 4.155535e+01
## [85,] 12.93043478 15.35389610 1.808079e+01 2.800870e+01 6.165405e+01
## [86,] -6.68468809 -6.22402597 -4.030030e+00 -8.570924e-01 -7.223225e-03
## [87,] -6.73270321 -6.84740260 -5.176885e+00 -6.359213e-01 8.667871e-02
## [88,] 6.19407687 7.79870130 1.025925e+01 2.160471e+01 3.583067e+01
## [89,] 5.81335854 7.83766234 1.080329e+01 2.136800e+01 3.567898e+01
## [90,] -0.54265911 0.01948052 7.516094e-01 7.939726e+00 1.424760e+01
## [91,] 5.00000000 7.50649351 1.207009e+01 2.316482e+01 3.619183e+01
## [92,] 6.22848141 8.31168831 1.167345e+01 2.292992e+01 3.622434e+01
## [93,] -7.63705104 -7.64610390 -8.031194e+00 -4.929174e+00 -7.079039e+00
## [94,] 16.58752363 21.03571429 2.657108e+01 4.421918e+01 7.735713e+01
## [95,] 4.72199118 6.33766234 8.257205e+00 1.818290e+01 3.461717e+01
## [96,] -5.03969754 -5.59740260 -4.521041e+00 -7.301825e-01 3.972774e-02
## [97,] -4.93749212 -5.53571429 -4.488452e+00 -8.187358e-01 -2.238140e-14
## [98,] 8.27473220 10.29545455 1.400000e+01 2.462007e+01 4.362842e+01
## [99,] -4.78475110 -5.50324675 -4.587624e+00 -8.251711e-01 7.223225e-03
## [100,] 0.00831758 0.90909091 2.214153e+00 8.618681e+00 1.439568e+01
## [101,] -5.12161311 -5.68181818 -4.356861e+00 -5.234705e-01 8.306709e-02
## [102,] -4.66742281 -5.44480519 -4.719300e+00 -9.317448e-01 -1.083484e-02
## [103,] -0.40151229 0.92857143 1.189760e+00 5.582154e+00 2.033706e+01
## [104,] -5.42507876 -5.34090909 -4.965156e+00 -3.818359e+00 1.598721e-14
## [105,] -4.90548204 -6.24025974 -3.590158e+00 -9.576577e-01 -2.498002e-14
## [106,] 17.58046629 21.44155844 2.716531e+01 4.156913e+01 8.348271e+01
## [107,] 8.10649023 9.79870130 1.540373e+01 2.457422e+01 4.368259e+01
## [108,] 6.30573409 8.55519481 1.363445e+01 2.040537e+01 4.220183e+01
## [109,] 0.48040328 1.96753247 3.094419e+00 8.535318e+00 2.134109e+01
## [110,] 10.67271582 11.13636364 1.600820e+01 2.608890e+01 4.317336e+01
## [111,] -4.55349716 -6.06493506 -3.985185e+00 -1.277379e+00 -5.417419e-02
## [112,] -6.52060491 -7.23376623 -7.585793e+00 -6.853996e+00 -6.717600e-01
## [113,] 4.25040958 2.57142857 -9.234630e-02 5.323657e+00 2.074878e+01
## [114,] -0.06149968 0.95779221 4.027169e+00 7.656947e+00 2.101966e+01
## [115,] -5.65683680 -6.40259740 -5.791375e+00 -4.051571e+00 2.022503e-01
## [116,] -0.16282294 0.71428571 2.828110e+00 6.793288e+00 2.084630e+01
## [117,] 12.93950851 16.36688312 2.242043e+01 3.610476e+01 6.478532e+01
## [118,] 5.63150599 7.46753247 1.108815e+01 1.757719e+01 4.133866e+01
## [119,] -6.34908633 -7.08441558 -4.862663e+00 -3.449159e-01 7.223225e-03
## [120,] 1.00000000 1.20129870 3.111890e+00 1.152944e+01 2.123635e+01
## [121,] -6.73623188 -6.48376623 -3.237491e+00 4.860012e-01 2.997639e-01
## [122,] 3.11115312 3.69805195 8.169465e+00 1.849076e+01 2.353695e+01
## [123,] 19.39105230 23.37012987 2.870738e+01 4.463547e+01 8.433505e+01
## [124,] -6.01146818 -6.42532468 -4.521623e+00 -6.478211e-01 1.083484e-02
## [125,] -5.98563327 -6.37987013 -4.439448e+00 -7.331568e-01 -3.250451e-02
## [126,] 5.48758664 7.89610390 1.061410e+01 2.052651e+01 4.239325e+01
## [127,] 6.93761815 8.64285714 1.124443e+01 2.242666e+01 3.609793e+01
## [128,] 46.07271582 53.86688312 6.787911e+01 1.066291e+02 1.497268e+02
## [129,] 16.81436673 19.00000000 2.348933e+01 4.134759e+01 5.959154e+01
## [130,] 35.08418399 41.12012987 5.104824e+01 7.936710e+01 1.232211e+02
## [131,] 20.22873346 24.69155844 3.175703e+01 5.219159e+01 8.012002e+01
## [132,] 30.25645873 34.87012987 4.595326e+01 7.495363e+01 8.810529e+01
## [133,] 12.83440454 15.80194805 1.997867e+01 3.268364e+01 6.327566e+01
## [134,] 38.25519849 44.40259740 5.781025e+01 9.472662e+01 1.120395e+02
## [135,] 14.08569628 17.06493506 2.074415e+01 3.334819e+01 6.360432e+01
## [136,] 3.91909263 4.65259740 5.584375e+00 1.247480e+01 2.274601e+01
## [137,] 22.61802142 25.57467532 3.260312e+01 5.052841e+01 8.507182e+01
## [138,] 8.08670447 9.43831169 1.115629e+01 2.213007e+01 4.292777e+01
## [139,] 7.38311279 9.17532468 1.147072e+01 2.242984e+01 4.300722e+01
## [140,] 2.00000000 2.87337662 3.435435e+00 8.392451e+00 2.126163e+01
## [141,] 8.46943919 10.65909091 1.315796e+01 2.308506e+01 4.326004e+01
## [142,] 8.70119723 10.01948052 1.123278e+01 2.098500e+01 4.258466e+01
## [143,] 20.40806553 24.59090909 3.132549e+01 4.698343e+01 8.491290e+01
## [144,] 12.91934468 16.28571429 2.126111e+01 3.409097e+01 6.371628e+01
## [145,] 27.75778198 32.18506494 4.031341e+01 6.104043e+01 1.070883e+02
## [146,] -5.05822306 -6.27272727 -3.490986e+00 -9.512224e-01 -7.223225e-03
## [147,] 20.78210460 23.28246753 3.089951e+01 4.717682e+01 6.850167e+01
## [148,] 13.40163831 16.42857143 2.223773e+01 3.268181e+01 6.336595e+01
## [149,] 2.45293006 3.51948052 5.969860e+00 1.275409e+01 2.264127e+01
## [150,] 0.56887209 0.24675325 1.295055e+00 4.657450e+00 2.006619e+01
## [151,] 2.44990548 2.14610390 5.041536e+00 1.080009e+01 2.107744e+01
## [152,] 9.72400756 10.00974026 1.410345e+01 2.332442e+01 4.223434e+01
## [153,] 0.55185885 0.60389610 1.394978e+00 6.762073e+00 2.096909e+01
## [154,] 9.37025835 10.80844156 1.517216e+01 2.267958e+01 4.303973e+01
## [155,] 0.78223062 1.92532468 5.915292e+00 9.595349e+00 2.159390e+01
## [156,] -4.88141147 -5.87662338 -4.070136e+00 -1.350087e+00 5.417419e-02
## [157,] 8.12463768 10.33766234 1.496310e+01 2.540402e+01 4.423517e+01
## [158,] 17.75034657 20.56493506 2.738940e+01 4.101628e+01 6.632025e+01
## [159,] -5.18046629 -5.77597403 -6.261242e+00 -6.040968e+00 -3.178219e-01
## [160,] 27.20226843 31.11363636 4.100000e+01 6.532714e+01 9.187609e+01
## [161,] 15.43377442 17.52597403 2.100000e+01 3.513560e+01 6.427969e+01
## [162,] -5.62533081 -5.75974026 -6.073421e+00 -3.889794e+00 1.733574e-01
## [163,] 7.46868305 9.00000000 1.495777e+01 2.834669e+01 4.366815e+01
## [164,] 1.20819156 0.81168831 4.226386e+00 1.032100e+01 2.081741e+01
## [165,] -4.56748582 -4.54870130 -2.555715e+00 1.132021e+00 6.934296e-01
## [166,] 0.06969124 1.22077922 3.752143e+00 1.097233e+01 2.106661e+01
## [167,] -5.62356648 -5.71753247 -4.854079e+00 -1.680076e+00 -1.878039e-01
## [168,] -6.44990548 -6.27597403 -3.336494e+00 1.021825e-01 1.769690e-01
## [169,] -2.84284814 -3.00324675 -1.079907e+00 3.204539e+00 1.441033e+00
## [170,] -5.26956522 -5.62012987 -4.313822e+00 -4.058271e-01 2.203084e-01
## [171,] 1.86086957 1.08766234 2.072366e+00 1.099966e+01 2.109550e+01
## [172,] -4.04461248 -4.77272727 -2.488476e+00 2.602025e+00 1.137658e+00
## [173,] 14.00189036 16.48051948 2.169641e+01 3.563770e+01 6.321427e+01
## [174,] 4.84889729 6.32467532 8.075858e+00 1.826180e+01 3.466773e+01
## [175,] 6.17706364 7.52272727 9.273014e+00 1.975589e+01 3.519142e+01
## [176,] 15.45645873 17.24025974 1.886944e+01 3.300000e+01 5.679976e+01
## [177,] 15.08620038 17.07142857 2.109243e+01 3.420808e+01 5.683227e+01
## [178,] 0.43906742 0.98376623 2.146539e+00 7.517298e+00 1.392256e+01
## [179,] 5.08254568 6.98051948 9.194198e+00 1.927373e+01 3.500000e+01
## [180,] 6.66288595 8.17532468 1.034074e+01 1.975821e+01 3.508668e+01
## [181,] 19.07851292 22.84415584 2.828698e+01 4.300997e+01 8.358744e+01
## [182,] 54.82621298 63.21753247 7.661266e+01 1.144587e+02 1.858539e+02
## [183,] 19.74820416 23.55194805 2.894681e+01 4.722087e+01 7.838644e+01
## [184,] 0.92703214 0.96428571 4.021750e+00 1.125098e+01 2.086797e+01
## [185,] 28.65053560 33.26948052 4.079993e+01 6.240221e+01 1.003632e+02
## [186,] -0.40592313 0.15259740 8.795509e-01 5.732992e+00 2.023594e+01
## [187,] 14.79382483 17.93506494 2.169682e+01 3.407001e+01 6.384630e+01
## [188,] 54.10371771 63.31493506 7.738539e+01 1.119164e+02 1.916653e+02
## [189,] 13.51821046 15.37012987 1.897656e+01 3.174126e+01 6.282421e+01
## [190,] 65.90384373 75.84090909 9.268737e+01 1.384124e+02 2.110956e+02
## [191,] 9.93976055 9.87012987 1.476377e+01 2.567263e+01 4.298194e+01
## [192,] 0.06011342 0.17857143 1.724331e+00 4.594638e+00 1.999757e+01
## [193,] -4.91090107 -6.14285714 -4.492926e+00 -1.905305e+00 -2.311432e-01
## [194,] 66.08922495 77.06168831 9.407375e+01 1.378765e+02 2.343728e+02
## [195,] -0.02797732 0.65259740 2.909169e+00 5.890249e+00 2.042735e+01
## [196,] 18.05746692 21.87662338 2.933703e+01 4.359369e+01 8.387637e+01
## [197,] 45.06528040 53.06818182 6.623492e+01 9.784186e+01 1.702664e+02
## [198,] 96.31266541 109.59090909 1.349101e+02 1.975572e+02 3.059912e+02
## [199,] 20.67309389 23.53246753 2.957734e+01 4.334052e+01 8.382581e+01
## [200,] 0.25229994 0.71103896 4.000000e+00 1.135761e+01 2.096187e+01
## [201,] -5.62999370 -5.60389610 -3.573015e+00 -5.243697e-01 7.223225e-02
## [202,] 12.22356648 15.19480519 1.954994e+01 3.419270e+01 6.389686e+01
## [203,] 7.00000000 8.15584416 1.277277e+01 2.508860e+01 4.259189e+01
## [204,] 5.07511027 7.60714286 1.158353e+01 1.888557e+01 4.150479e+01
## [205,] -2.18336484 -0.52922078 1.666501e+00 5.730676e+00 2.018537e+01
## [206,] 0.62155009 0.65259740 3.527236e+00 1.098729e+01 2.080296e+01
## [207,] 0.60743541 1.00000000 5.560358e+00 1.089197e+01 2.090770e+01
## [208,] 12.12993069 14.80519481 1.886453e+01 3.306202e+01 5.657946e+01
## [209,] 3.43478261 2.33766234 3.669774e+00 1.223826e+01 2.135554e+01
## [210,] 0.18714556 1.14285714 1.466666e+00 6.643256e+00 2.070906e+01
## [211,] 14.52766226 14.79545455 1.899975e+01 3.174748e+01 4.493582e+01
## [212,] -4.11758034 -4.67532468 -3.552865e+00 9.103829e-15 2.708710e-01
## [213,] 7.89779458 9.29870130 1.300000e+01 2.414293e+01 4.237880e+01
## [214,] 1.02974165 2.05194805 4.148127e+00 8.246993e+00 2.093659e+01
## [215,] 2.03818526 2.21753247 4.760290e+00 1.304335e+01 2.160474e+01
## [216,] 1.23516068 0.88961039 8.837821e-01 6.344145e+00 2.088603e+01
## [217,] 2.00000000 2.21428571 5.208491e+00 1.153052e+01 2.141332e+01
## [218,] 9.96042848 10.76298701 1.520582e+01 2.525098e+01 4.297111e+01
## [219,] 2.99067423 2.77597403 5.184717e+00 1.346462e+01 2.172392e+01
## [220,] 33.08708255 39.00974026 4.890467e+01 7.257278e+01 1.278948e+02
## [221,] -4.58550725 -5.74025974 -4.218809e+00 -1.548432e+00 -1.261144e-14
## [222,] 6.83175803 9.02922078 1.267624e+01 1.877216e+01 4.180456e+01
## [223,] 6.63982357 9.14285714 1.283764e+01 2.163176e+01 4.252327e+01
## [224,] 1.12589792 2.06168831 5.733484e+00 1.059724e+01 2.203813e+01
## [225,] 61.15866415 72.52597403 9.001741e+01 1.344385e+02 2.166180e+02
## [226,] 35.96118463 41.45454545 5.008236e+01 7.607043e+01 1.290000e+02
## [227,] 1.94102079 3.00000000 5.934217e+00 1.385444e+01 2.205258e+01
## [228,] -0.52652804 1.00000000 4.460192e+00 1.131972e+01 2.108828e+01
## [229,] -1.91909263 -0.90909091 2.784331e-01 5.857942e+00 1.340971e+01
## [230,] 0.26943919 0.44480519 1.126911e+00 7.434793e+00 1.397673e+01
## [231,] -7.39231254 -7.87012987 -9.035062e+00 -5.569386e+00 -7.230726e+00
## [232,] -1.63994959 -0.62012987 6.887601e-01 6.542946e+00 1.365169e+01
## [233,] 45.64877127 54.08766234 6.630715e+01 1.002265e+02 1.641409e+02
## [234,] 0.77983617 1.00000000 4.006329e+00 1.105392e+01 2.081379e+01
## [235,] 3.32892250 6.34740260 1.010349e+01 1.998950e+01 3.516613e+01
## [236,] 17.90296156 21.71428571 2.748846e+01 4.390314e+01 8.389804e+01
## [237,] 27.26200378 33.12337662 4.218561e+01 6.805071e+01 1.025554e+02
## [238,] 1.37555135 0.89610390 8.502479e-01 5.237612e+00 2.042013e+01
## [239,] -0.24473850 0.62987013 2.992289e+00 7.000000e+00 2.088964e+01
## [240,] 1.50888469 1.98376623 6.890050e+00 1.387641e+01 2.202007e+01
## [241,] 11.04801512 14.50649351 1.907903e+01 3.120886e+01 6.273031e+01
## [242,] -5.17063642 -5.82467532 -3.739946e+00 -1.608026e+00 -7.223225e-02
## [243,] 1.20630120 1.03896104 4.079386e+00 1.037486e+01 2.088603e+01
## [244,] -5.19684940 -5.95779221 -3.346496e+00 -1.183017e+00 -3.570408e-14
## [245,] -6.78512917 -6.37012987 -7.503946e+00 -6.221009e+00 -4.911793e-01
## [246,] 6.51984877 8.04220779 1.209614e+01 2.440979e+01 4.250882e+01
## [247,] 8.66036547 9.09415584 1.151517e+01 2.408698e+01 4.249799e+01
## [248,] 2.27385003 2.66883117 4.000000e+00 1.055206e+01 1.501688e+01
## [249,] -5.63087587 -6.30844156 -3.957652e+00 2.263900e-01 1.841922e-01
## [250,] -0.43125394 0.47402597 2.664222e+00 6.040968e+00 2.053931e+01
## [251,] 12.23604285 15.62012987 2.243697e+01 3.409892e+01 6.385352e+01
## [252,] 27.37076244 31.92857143 3.965291e+01 5.938566e+01 1.059940e+02
## [253,] -3.92337744 -3.89610390 -3.357746e+00 -9.043912e-01 1.036533e+00
## [254,] 7.64902331 8.83441558 1.480355e+01 2.407228e+01 4.228490e+01
## [255,] -6.20378072 -6.51623377 -2.747196e+00 -9.029577e-01 -6.139742e-02
## [256,] -5.74001260 -6.35064935 -3.159306e+00 -1.125758e+00 -8.667871e-02
## [257,] -5.89628229 -6.83441558 -3.533310e+00 7.105427e-15 2.780942e-01
## [258,] 0.92665406 1.01948052 4.359904e+00 1.030240e+01 2.082824e+01
## [259,] 18.98525520 22.95779221 2.977546e+01 4.375942e+01 8.408946e+01
## [260,] 7.14177694 9.56493506 1.335492e+01 2.485805e+01 4.387040e+01
## [261,] 64.00541903 70.63636364 9.257109e+01 1.470000e+02 1.470000e+02
## [262,] 18.41197227 20.34740260 2.600000e+01 4.534527e+01 6.676448e+01
## [263,] 22.97945810 25.91233766 3.396057e+01 5.330636e+01 7.038693e+01
## [264,] 0.57164461 1.17207792 2.000000e+00 5.371940e+00 2.048514e+01
## [265,] 33.42722117 37.96103896 5.018353e+01 7.840185e+01 9.600778e+01
## [266,] 13.54833018 16.19480519 2.288028e+01 3.559416e+01 6.332623e+01
## [267,] -5.14719597 -5.38311688 -5.143157e+00 -4.462962e+00 2.094735e-01
## [268,] 0.84562067 1.24675325 6.052775e+00 1.168033e+01 2.117134e+01
## [269,] 3.77807183 6.78246753 1.242451e+01 1.963580e+01 4.197791e+01
## [270,] 7.25343415 9.03246753 1.205011e+01 1.890551e+01 4.193457e+01
## [271,] -5.68683050 -5.67532468 -4.098396e+00 -4.898772e-01 1.769690e-01
## [272,] -6.28935098 -7.27272727 -4.568469e+00 2.623494e-01 1.516877e-01
## [273,] 7.52967864 8.71753247 1.360987e+01 2.766207e+01 4.357063e+01
## [274,] -0.78273472 0.02922078 2.368403e+00 5.748150e+00 2.040929e+01
## [275,] 0.66691871 1.33766234 5.112884e+00 1.059968e+01 2.098715e+01
## [276,] -5.26805293 -6.29870130 -4.458931e+00 -1.721763e+00 -1.589110e-01
## [277,] 0.36345306 1.22727273 2.859753e+00 8.903938e+00 2.140249e+01
## [278,] 8.52917454 9.61688312 1.194656e+01 2.223128e+01 3.593541e+01
## [279,] 10.57416509 11.92207792 1.529584e+01 2.761761e+01 3.783873e+01
## [280,] -6.81209830 -7.46428571 -8.412376e+00 -4.946547e+00 -7.060981e+00
## [281,] 8.24259609 9.10714286 1.058298e+01 2.191568e+01 3.597875e+01
## [282,] -8.17870195 -8.03571429 -7.389983e+00 -4.110693e+00 -6.894847e+00
## [283,] 6.25784499 7.48701299 8.812725e+00 1.980197e+01 3.528171e+01
## [284,] 12.48846881 15.42532468 1.956826e+01 3.218732e+01 6.309869e+01
## [285,] 14.62230624 17.00974026 2.361283e+01 3.991297e+01 6.456501e+01
## [286,] -5.01877757 -6.05844156 -4.058230e+00 -5.214073e-02 7.945548e-02
## [287,] -5.17214871 -5.65259740 -4.225101e+00 -6.055886e-01 3.611613e-02
## [288,] -0.86654064 -0.27597403 1.000000e+00 6.618831e+00 2.045263e+01
## [289,] -4.84700693 -4.98376623 -3.320612e+00 3.851044e-01 3.936658e-01
## [290,] 3.93383743 4.62337662 6.985185e+00 1.220900e+01 2.231622e+01
## [291,] 6.00907372 8.97727273 1.353299e+01 2.613008e+01 3.737283e+01
## [292,] 21.97202268 24.35064935 3.243544e+01 4.990449e+01 8.502848e+01
## [293,] -4.61512287 -6.17207792 -3.624238e+00 -9.525081e-01 -7.223225e-03
## [294,] -0.85242596 0.20129870 2.599505e+00 5.295084e+00 2.022510e+01
## [295,] -5.49388784 -6.21428571 -3.493932e+00 -7.318831e-01 1.878039e-01
## [296,] 0.32010082 0.66883117 1.851921e+00 7.439499e+00 2.071989e+01
## [297,] 0.80705734 0.49350649 1.787471e+00 5.445810e+00 2.032984e+01
## [298,] -6.39407687 -6.29220779 -2.767055e+00 -9.640811e-01 3.250451e-02
## [299,] -0.90359168 -0.15909091 1.744311e+00 4.853216e+00 2.012759e+01
## [300,] 5.31884058 7.48376623 1.179582e+01 1.865888e+01 4.168898e+01
## [301,] 10.00000000 11.40259740 1.732736e+01 2.673045e+01 4.429657e+01
## [302,] 1.00000000 0.97402597 1.000000e+00 6.060696e+00 2.045263e+01
## [303,] 7.70270951 10.45454545 1.609781e+01 2.818178e+01 4.486720e+01
## [304,] -7.39155640 -6.90909091 -7.733181e+00 -6.418838e+00 -5.886929e-01
## [305,] -5.77416509 -6.49025974 -5.557897e+00 -1.030679e+00 -2.528129e-02
## [306,] -1.02167612 0.18831169 1.269777e+00 5.684468e+00 2.028289e+01
## [307,] 6.68166352 8.59415584 1.235555e+01 2.308054e+01 4.209710e+01
## [308,] -5.30850662 -5.72402597 -5.102094e+00 -1.507473e+00 -1.047368e-01
## [309,] -6.17441714 -5.94805195 -4.638823e+00 -1.386743e+00 -1.011252e-01
## [310,] -6.77618147 -6.23701299 -3.816180e+00 -8.358545e-01 -3.250451e-02
## [311,] -5.82444865 -6.59740260 -4.129081e+00 -1.224935e+00 -2.528129e-02
## [312,] -0.93219912 0.26298701 1.926288e+00 6.868231e+00 2.065488e+01
## [313,] -6.85923125 -7.13636364 -8.481736e+00 -5.199580e+00 -7.028476e+00
## [314,] -6.48380592 -6.83766234 -7.380115e+00 -5.785205e+00 -5.850813e-01
## [315,] -6.07863894 -6.87337662 -8.679825e+00 -6.192518e+00 -5.923045e-01
## [316,] 0.20378072 0.07142857 6.019058e-01 6.320995e+00 2.036957e+01
## [317,] -5.70195337 -6.27922078 -6.593625e+00 -4.221355e+00 -4.333935e-02
## [318,] 8.06427221 8.92532468 1.124153e+01 2.165717e+01 4.255577e+01
## [319,] -5.85948330 -6.71103896 -6.749100e+00 -7.133488e+00 -8.631754e-01
## [320,] -4.35639572 -5.69155844 -4.367567e+00 -1.558085e+00 1.083484e-02
## [321,] -6.09590422 -6.67207792 -5.491398e+00 -7.469982e-01 7.223225e-02
## [322,] 12.43137996 14.56168831 1.880120e+01 3.274827e+01 5.629414e+01
## [323,] 10.72249527 13.85064935 1.794815e+01 3.092940e+01 5.580296e+01
## [324,] 6.44536862 9.05844156 1.226134e+01 2.541266e+01 3.733310e+01
## [325,] 6.60504096 8.54220779 1.189907e+01 2.064622e+01 4.215849e+01
## [326,] 1.00000000 1.00000000 4.004680e+00 1.189408e+01 2.110272e+01
## [327,] 11.14039067 13.88961039 1.789865e+01 3.032349e+01 6.235831e+01
## [328,] 20.04436043 23.39935065 2.973911e+01 4.210870e+01 8.339964e+01
## [329,] 5.89224953 8.05844156 1.245221e+01 2.001087e+01 4.219461e+01
## [330,] -1.02659105 0.07142857 2.205800e+00 5.436150e+00 2.034790e+01
## [331,] 5.26742281 6.81168831 9.843507e+00 1.841724e+01 4.136033e+01
## [332,] 25.96345306 30.40584416 4.009443e+01 6.003015e+01 1.053980e+02
## [333,] 1.00302457 1.84740260 5.251361e+00 1.342004e+01 2.177087e+01
## [334,] 1.09136736 1.31168831 4.388128e+00 9.614905e+00 2.066572e+01
## [335,] -7.81600504 -7.81168831 -7.538572e+00 -4.497729e+00 -7.014030e+00
## [336,] -5.31984877 -5.72727273 -2.885007e+00 -6.000835e-01 2.203084e-01
## [337,] -5.66427221 -6.44480519 -5.304232e+00 -5.036770e+00 -2.311432e-01
## [338,] -5.19092628 -5.80194805 -3.936714e+00 -1.726185e+00 -7.584387e-02
## [339,] -6.36925016 -6.14285714 -4.753670e+00 -1.024162e+00 4.695097e-02
## [340,] -5.98260870 -6.47402597 -5.687996e+00 -1.242540e+00 -6.139742e-02
## [341,] -5.50258349 -6.58441558 -3.238692e+00 -3.361932e-01 9.751354e-02
## [342,] -6.27662256 -6.00974026 -4.671411e+00 -1.298190e+00 -6.139742e-02
## [343,] 6.15274102 7.33766234 9.020489e+00 1.860065e+01 4.162036e+01
## [344,] 5.27989918 7.37987013 1.100755e+01 1.755723e+01 4.136394e+01
## [345,] -6.55211090 -7.22402597 -3.334675e+00 -5.327370e-01 -9.992007e-16
## [346,] -5.74139887 -6.33441558 -4.752470e+00 -7.608301e-01 -1.965095e-14
## [347,] -6.41802142 -6.39935065 -7.170447e+00 -6.194106e+00 -6.573135e-01
## [348,] -0.21222432 0.67532468 2.083872e+00 5.013092e+00 2.029011e+01
## [349,] 6.63503466 7.72727273 1.068997e+01 1.746804e+01 4.132060e+01
## [350,] -0.35337114 0.50974026 1.263012e+00 4.000000e+00 2.000479e+01
## [351,] -6.54896030 -6.78896104 -4.832850e+00 -5.915134e-01 3.250451e-02
## [352,] -7.54845621 -7.02597403 -5.926251e+00 -6.573837e+00 -6.356438e-01
## [353,] -1.14127284 -0.21103896 1.000000e+00 7.032823e+00 1.383588e+01
## [354,] 14.62205419 18.21428571 2.412116e+01 4.211393e+01 5.984435e+01
## [355,] 12.29212350 15.12337662 1.893091e+01 3.351393e+01 5.681060e+01
## [356,] 3.62520479 7.47077922 1.387988e+01 2.312405e+01 4.288082e+01
## [357,] 1.00000000 1.50974026 4.894196e+00 1.121854e+01 2.080657e+01
## [358,] -4.90107120 -6.29220779 -4.000861e+00 -9.083626e-01 8.667871e-02
## [359,] 6.75135476 8.45129870 1.202265e+01 2.061929e+01 4.252688e+01
## [360,] 1.38386894 1.55519481 3.414849e+00 8.072172e+00 2.129053e+01
## [361,] -0.17454316 1.17532468 4.065165e+00 1.100000e+01 2.103410e+01
## [362,] -7.07044739 -7.12987013 -6.721737e+00 -5.252336e+00 -4.947909e-01
## [363,] 39.38172653 47.78246753 6.036319e+01 9.353356e+01 1.519663e+02
## [364,] 7.19105230 9.67207792 1.333304e+01 2.620203e+01 3.747395e+01
## [365,] -5.14013863 -5.97727273 -3.991477e+00 -3.345355e-01 -1.805806e-02
## [366,] -5.29804663 -5.99025974 -4.253337e+00 -4.642791e-01 -7.223225e-03
## [367,] 0.36521739 1.29870130 3.977292e+00 8.199337e+00 2.128691e+01
## [368,] -5.80756144 -5.81168831 -5.704181e+00 -4.162020e+00 -6.862064e-02
## [369,] -5.68758664 -6.82142857 -6.947613e+00 -6.768976e+00 -7.187109e-01
## [370,] -6.36597353 -6.60064935 -6.817053e+00 -7.114426e+00 -7.187109e-01
## [371,] -5.21159420 -5.86688312 -3.657857e+00 -1.504670e+00 -5.056258e-02
## [372,] 0.48544423 0.69155844 4.640156e+00 1.024982e+01 2.075962e+01
## [373,] -5.42318841 -5.87662338 -6.600463e+00 -3.561321e+00 3.611613e-01
## [374,] -7.51405167 -7.87662338 -8.492683e+00 -5.512107e+00 -7.299347e+00
## [375,] 1.49325772 2.00000000 3.377060e+00 1.049530e+01 1.504216e+01
## [376,] 5.93371141 8.42207792 1.220089e+01 2.490822e+01 3.700083e+01
## [377,] -5.25860113 -6.15584416 -4.155911e+00 2.482767e-02 1.336297e-01
## [378,] 6.52778828 8.93506494 1.249576e+01 2.400595e+01 3.662523e+01
## [379,] -7.50800252 -7.16233766 -6.703078e+00 -5.454545e+00 -5.417419e-01
## [380,] -7.78764965 -7.18181818 -6.422560e+00 -5.527010e+00 -5.995277e-01
## [381,] -5.48708255 -6.19480519 -2.355528e+00 -1.574478e-02 2.275316e-01
## [382,] -5.97794581 -6.88961039 -6.913534e+00 -6.774125e+00 -7.114877e-01
## [383,] -6.21827347 -6.71753247 -6.320369e+00 -6.084618e+00 -4.731213e-01
## [384,] 0.36849401 1.00000000 3.187821e+00 6.468680e+00 2.065127e+01
## [385,] 19.21953371 23.49350649 2.940572e+01 4.632867e+01 8.488401e+01
## [386,] -5.91480781 -6.59090909 -5.648352e+00 -4.892487e+00 -1.119600e-01
## [387,] 0.45116572 1.24350649 3.878035e+00 8.381593e+00 2.135915e+01
## [388,] 0.87460618 1.75649351 4.534971e+00 8.621899e+00 2.140610e+01
## [389,] 59.85406427 68.90909091 8.663411e+01 1.295872e+02 1.983287e+02
## [390,] -0.51909263 -0.07142857 1.895566e+00 6.112706e+00 2.052125e+01
## [391,] 1.12224323 1.43181818 4.573827e+00 1.298305e+01 2.163363e+01
## [392,] 0.68758664 1.01298701 4.278639e+00 1.138986e+01 2.097993e+01
## [393,] -6.15929427 -5.95129870 -4.803087e+00 -1.404763e+00 -7.945548e-02
## [394,] 0.57832388 0.53246753 1.460604e+00 5.115790e+00 2.029011e+01
## [395,] -0.97126654 -0.06493506 2.910697e+00 5.994120e+00 2.040568e+01
## [396,] 29.78462508 34.43181818 4.273664e+01 6.637850e+01 1.017862e+02
## [397,] -0.04952741 0.36038961 1.177443e+00 8.633097e+00 1.447875e+01
## [398,] 1.00000000 1.00000000 1.273426e+00 8.829641e+00 1.457626e+01
## [399,] -4.79042218 -5.21428571 -4.257811e+00 -3.488110e-01 2.094735e-01
## [400,] -2.35778198 -1.06168831 9.820205e-04 5.908522e+00 1.349639e+01
## [401,] 1.61058601 2.50649351 5.776706e+00 1.336508e+01 2.173475e+01
## [402,] 2.41134216 2.36038961 6.373313e+00 1.613383e+01 2.252570e+01
## [403,] 15.55475740 17.99350649 2.275429e+01 3.872207e+01 6.538123e+01
## [404,] 21.91178324 25.46753247 3.105903e+01 4.677170e+01 8.491652e+01
## [405,] -0.52942659 1.65259740 5.730551e+00 1.097259e+01 2.183949e+01
## [406,] -7.07221172 -6.21753247 -2.559497e+00 1.176836e-14 4.333935e-02
## [407,] -5.54454946 -5.44805195 -3.811622e+00 -1.311604e-01 2.419781e-01
## [408,] -3.80541903 -5.62987013 -3.625935e+00 -6.789958e-01 1.444645e-01
## [409,] 7.60466289 9.00000000 1.450475e+01 2.678927e+01 4.302889e+01
## [410,] 23.56471330 26.92532468 3.391889e+01 5.171698e+01 8.649840e+01
## [411,] -5.66250788 -6.15584416 -3.294861e+00 1.149040e+00 4.008890e-01
## [412,] 8.53635791 9.85064935 1.542325e+01 2.770493e+01 4.332866e+01
## [413,] 1.30976686 1.31168831 3.992932e+00 9.672568e+00 2.074156e+01
## [414,] 14.84045369 17.02922078 2.305798e+01 3.662836e+01 6.377407e+01
## [415,] 6.23213611 8.76298701 1.375072e+01 2.335595e+01 4.345867e+01
## [416,] 32.86427221 39.06168831 4.971057e+01 7.246583e+01 1.277323e+02
## [417,] 2.41323251 1.96103896 5.128075e+00 1.131369e+01 2.115690e+01
## [418,] 1.42646503 2.54870130 7.080404e+00 1.510563e+01 2.219343e+01
## [419,] 7.75274102 9.00324675 1.262739e+01 1.995527e+01 4.215488e+01
## [420,] 1.18361689 1.22402597 6.400713e+00 1.324667e+01 2.163363e+01
## [421,] -5.98777568 -6.14935065 -4.525975e+00 -7.005772e-01 9.390193e-02
## [422,] -7.82192817 -7.41558442 -5.494284e+00 -6.289913e+00 -7.042645e-01
## [423,] 5.59420290 7.77922078 1.015333e+01 1.845451e+01 4.158425e+01
## [424,] -5.01940769 -5.86688312 -5.017131e+00 -8.885796e-01 -7.223225e-03
## [425,] 1.55576560 2.43181818 5.211159e+00 1.259616e+01 2.157946e+01
## [426,] 1.60567108 1.75324675 5.464484e+00 1.385190e+01 2.176726e+01
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## [428,] -6.50951481 -6.76623377 -3.563316e+00 1.342881e+00 5.489651e-01
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## [315,] 1.976150e-13 7.378905e-14
## [316,] 3.533333e+01 4.420000e+01
## [317,] 2.169324e-13 1.751793e-13
## [318,] 7.066667e+01 8.840000e+01
## [319,] 1.983630e-13 5.422290e-13
## [320,] 1.691049e-13 2.846206e-13
## [321,] 2.318588e-13 -3.388760e-14
## [322,] 1.060000e+02 1.326000e+02
## [323,] 1.060000e+02 1.326000e+02
## [324,] 7.066667e+01 8.840000e+01
## [325,] 7.066667e+01 8.840000e+01
## [326,] 3.533333e+01 4.420000e+01
## [327,] 1.060000e+02 1.326000e+02
## [328,] 1.413333e+02 1.768000e+02
## [329,] 7.066667e+01 8.840000e+01
## [330,] 3.533333e+01 4.420000e+01
## [331,] 7.066667e+01 8.840000e+01
## [332,] 1.766667e+02 2.210000e+02
## [333,] 3.533333e+01 4.420000e+01
## [334,] 3.533333e+01 4.420000e+01
## [335,] 1.559175e-13 1.764144e-13
## [336,] 1.636614e-13 1.703387e-13
## [337,] 2.144584e-13 4.474112e-13
## [338,] 1.488645e-13 1.912544e-13
## [339,] 1.933218e-13 -8.173083e-14
## [340,] 2.102902e-13 -2.159384e-14
## [341,] 2.229244e-13 3.618363e-13
## [342,] 1.893237e-13 -1.158780e-14
## [343,] 7.066667e+01 8.840000e+01
## [344,] 7.066667e+01 8.840000e+01
## [345,] 2.355963e-13 2.622667e-13
## [346,] 2.488715e-13 2.297318e-13
## [347,] 1.947931e-13 2.092559e-13
## [348,] 3.533333e+01 4.420000e+01
## [349,] 7.066667e+01 8.840000e+01
## [350,] 3.533333e+01 4.420000e+01
## [351,] 2.453573e-13 1.909881e-14
## [352,] 1.657099e-13 1.128125e-13
## [353,] 3.533333e+01 4.420000e+01
## [354,] 1.060000e+02 1.326000e+02
## [355,] 1.060000e+02 1.326000e+02
## [356,] 7.066667e+01 8.840000e+01
## [357,] 3.533333e+01 4.420000e+01
## [358,] 2.108252e-13 3.483697e-13
## [359,] 7.066667e+01 8.840000e+01
## [360,] 3.533333e+01 4.420000e+01
## [361,] 3.533333e+01 4.420000e+01
## [362,] 2.465597e-13 2.446822e-13
## [363,] 2.473333e+02 3.094000e+02
## [364,] 7.066667e+01 8.840000e+01
## [365,] 2.438961e-13 4.134315e-13
## [366,] 2.240571e-13 3.041998e-13
## [367,] 3.533333e+01 4.420000e+01
## [368,] 1.868979e-13 1.950803e-13
## [369,] 2.108962e-13 5.047077e-13
## [370,] 1.552373e-13 2.235355e-13
## [371,] 1.664349e-13 2.491036e-13
## [372,] 3.533333e+01 4.420000e+01
## [373,] 1.996216e-13 -3.656665e-14
## [374,] 1.549113e-13 2.647415e-13
## [375,] 3.533333e+01 4.420000e+01
## [376,] 7.066667e+01 8.840000e+01
## [377,] 2.472108e-13 3.059674e-13
## [378,] 7.066667e+01 8.840000e+01
## [379,] 2.242338e-13 1.446490e-13
## [380,] 2.217469e-13 1.538474e-13
## [381,] 2.221244e-13 3.902027e-13
## [382,] 2.016777e-13 4.347648e-13
## [383,] 1.797486e-13 2.840893e-13
## [384,] 3.533333e+01 4.420000e+01
## [385,] 1.413333e+02 1.768000e+02
## [386,] 1.986176e-13 2.680365e-13
## [387,] 3.533333e+01 4.420000e+01
## [388,] 3.533333e+01 4.420000e+01
## [389,] 3.180000e+02 3.978000e+02
## [390,] 3.533333e+01 4.420000e+01
## [391,] 3.533333e+01 4.420000e+01
## [392,] 3.533333e+01 4.420000e+01
## [393,] 1.847514e-13 -9.056315e-15
## [394,] 3.533333e+01 4.420000e+01
## [395,] 3.533333e+01 4.420000e+01
## [396,] 1.766667e+02 2.210000e+02
## [397,] 3.533333e+01 4.420000e+01
## [398,] 3.533333e+01 4.420000e+01
## [399,] 1.621020e-13 7.354614e-14
## [400,] 3.533333e+01 4.420000e+01
## [401,] 3.533333e+01 4.420000e+01
## [402,] 3.533333e+01 4.420000e+01
## [403,] 1.060000e+02 1.326000e+02
## [404,] 1.413333e+02 1.768000e+02
## [405,] 3.533333e+01 4.420000e+01
## [406,] 2.161711e-13 1.096760e-13
## [407,] 1.596504e-13 -2.255171e-14
## [408,] 2.110423e-13 5.386104e-13
## [409,] 7.066667e+01 8.840000e+01
## [410,] 1.413333e+02 1.768000e+02
## [411,] 2.291500e-13 1.580958e-13
## [412,] 7.066667e+01 8.840000e+01
## [413,] 3.533333e+01 4.420000e+01
## [414,] 1.060000e+02 1.326000e+02
## [415,] 7.066667e+01 8.840000e+01
## [416,] 2.120000e+02 2.652000e+02
## [417,] 3.533333e+01 4.420000e+01
## [418,] 3.533333e+01 4.420000e+01
## [419,] 7.066667e+01 8.840000e+01
## [420,] 3.533333e+01 4.420000e+01
## [421,] 2.270607e-13 6.462183e-14
## [422,] 2.057006e-13 2.980870e-13
## [423,] 7.066667e+01 8.840000e+01
## [424,] 2.211278e-13 2.079357e-13
## [425,] 3.533333e+01 4.420000e+01
## [426,] 3.533333e+01 4.420000e+01
## [427,] 1.533202e-13 1.104668e-13
## [428,] 2.670951e-13 8.876771e-16
## [429,] 2.212509e-13 5.711319e-14
## [430,] 3.533333e+01 4.420000e+01
## [431,] 2.913962e-13 2.461936e-13
## [432,] 3.533333e+01 4.420000e+01
## [433,] 1.060000e+02 1.326000e+02
## [434,] 1.304640e-13 3.891332e-14
## [435,] 7.066667e+01 8.840000e+01
## [436,] 3.533333e+01 4.420000e+01
## [437,] 1.976815e-13 1.062243e-13
## [438,] 1.413333e+02 1.768000e+02
## [439,] 7.066667e+01 8.840000e+01
## [440,] 7.066667e+01 8.840000e+01
## [441,] 3.533333e+01 4.420000e+01
## [442,] 3.533333e+01 4.420000e+01
## [443,] 1.728752e-13 2.055047e-13
## [444,] 3.533333e+01 4.420000e+01
## [445,] 1.413333e+02 1.768000e+02
## [446,] 1.869856e-13 3.930715e-14
## [447,] 1.986514e-13 2.806466e-14
## [448,] 2.568959e-13 3.085095e-13
## [449,] 1.963829e-13 -2.331775e-14
## [450,] 7.066667e+01 8.840000e+01
## [451,] 2.438813e-13 -2.525294e-14
## [452,] 2.615035e-13 2.006817e-13
## [453,] 2.423488e-13 2.045586e-14
## [454,] 1.490347e-13 7.702172e-14
## [455,] 7.066667e+01 8.840000e+01
## [456,] 2.778238e-13 1.182013e-13
## [457,] 2.704428e-13 1.472642e-13
resi=residuals(k1)
resi
## tau= 0.05 tau= 0.10 tau= 0.25 tau= 0.50 tau= 0.75
## [1,] 4.768809e+01 4.458766e+01 4.010759e+01 2.261765e+01 -9.732741e+00
## [2,] 6.458790e+01 5.923701e+01 5.038250e+01 2.490372e+01 -2.095347e+01
## [3,] 7.190888e+01 6.827273e+01 6.031808e+01 3.721146e+01 5.400820e+00
## [4,] 6.075022e+01 5.706169e+01 5.025701e+01 3.171159e+01 -1.432261e+01
## [5,] 3.153875e+01 2.980519e+01 2.729931e+01 1.838712e+01 -3.241561e+00
## [6,] 7.369880e+00 6.525974e+00 6.534025e+00 3.117906e+00 -1.200840e+01
## [7,] -4.018904e-01 -2.409091e+00 -5.295418e+00 -1.670197e+01 -3.020628e+01
## [8,] -9.051040e-01 -7.142857e-01 -3.451354e+00 -9.277386e+00 -1.993298e+01
## [9,] 2.570888e-01 5.194805e-02 -1.098323e+00 -5.444680e+00 -1.853250e+01
## [10,] 4.414997e+00 4.616883e+00 1.876884e+00 -3.695738e+00 -1.471267e+01
## [11,] 5.169628e+00 5.451299e+00 2.893796e+00 -2.415275e+00 -1.361154e+01
## [12,] 3.269011e+01 2.965260e+01 2.541474e+01 1.272090e+01 -1.813481e+01
## [13,] 2.342659e+00 2.633117e+00 2.361905e+00 -1.942862e+00 -1.729372e+01
## [14,] 4.335728e+00 2.896104e+00 -3.850490e-02 -7.425963e+00 -2.840047e+01
## [15,] 2.585255e+00 1.220779e+00 -2.329025e+00 -9.420852e+00 -1.845666e+01
## [16,] 6.745306e+00 4.892857e+00 9.627802e-01 -1.242845e+01 -2.152493e+01
## [17,] 1.134846e+00 1.948052e-01 -1.263654e+00 -7.810590e+00 -1.345708e+01
## [18,] 5.124764e+00 5.444805e+00 6.696641e+00 5.412696e+00 3.431032e-01
## [19,] 9.052174e+00 7.269481e+00 4.660985e+00 -4.666850e+00 -2.693457e+01
## [20,] 4.652300e+00 5.448052e+00 4.883564e+00 9.497651e-01 -1.083484e-02
## [21,] 1.832766e+00 1.240260e+00 1.446892e+00 -5.510569e+00 -1.282143e+01
## [22,] 5.653182e+00 6.116883e+00 7.370197e+00 6.479072e+00 7.548271e-01
## [23,] 4.820164e+00 5.477273e+00 4.620128e+00 9.253095e-01 1.805806e-02
## [24,] 3.981348e+00 5.509740e+00 5.046531e+00 3.469600e-01 -1.264064e-01
## [25,] 2.995841e+01 2.739935e+01 2.374048e+01 1.229961e+01 -1.935151e+01
## [26,] 1.820542e+00 1.038961e-01 -2.014633e+00 -9.229548e+00 -3.348312e+01
## [27,] 5.188935e+01 4.839286e+01 4.275243e+01 2.830690e+01 9.943742e-01
## [28,] 1.666301e+01 1.696429e+01 1.423749e+01 8.044045e+00 -2.182178e+00
## [29,] 4.254190e+00 5.629870e+00 4.334978e+00 1.646638e+00 2.889290e-02
## [30,] 4.591052e+00 5.808442e+00 4.104215e+00 1.344937e+00 -4.695097e-02
## [31,] 4.365974e+00 5.620130e+00 4.317896e+00 1.743559e+00 5.778580e-02
## [32,] 1.109641e+00 1.366883e+00 1.230520e+00 -3.595044e+00 -1.857543e+01
## [33,] 1.121325e-14 -4.220779e-02 -8.379787e-01 -6.169832e+00 -2.010633e+01
## [34,] 7.082546e+00 5.327922e+00 2.885601e+00 -4.254996e+00 -2.779733e+01
## [35,] 9.488973e+00 6.811688e+00 3.136004e+00 -8.153097e+00 -2.765370e+01
## [36,] 6.200252e+00 5.993506e+00 4.720997e+00 1.301407e+00 5.778580e-02
## [37,] 6.363705e+00 6.074675e+00 4.868264e+00 1.227657e+00 -1.314573e-14
## [38,] 4.893132e+00 6.269481e+00 6.185432e+00 1.169429e+00 7.223225e-03
## [39,] 1.343277e+01 1.023377e+01 6.529345e+00 -9.465393e+00 -3.037082e+01
## [40,] 9.591682e-01 -1.948052e+00 -6.277112e+00 -2.047206e+01 -4.305980e+01
## [41,] 8.798992e+00 5.032468e+00 8.340385e-01 -1.476153e+01 -5.510390e+01
## [42,] 3.488343e-01 8.603896e-01 -7.541675e-01 -9.678101e+00 -1.921468e+01
## [43,] 4.685570e+00 6.162338e+00 5.719057e+00 4.069410e-01 -1.552993e-01
## [44,] 6.773031e+00 5.022727e+00 3.683692e+00 -5.041069e+00 -2.787318e+01
## [45,] 4.177530e+01 3.693182e+01 3.172223e+01 1.266554e+01 -3.766127e+01
## [46,] 1.987020e+00 7.467532e-02 -1.300801e+00 -1.003270e+01 -3.288401e+01
## [47,] 4.578576e+00 2.512987e+00 -2.732321e-01 -1.011888e+01 -2.956341e+01
## [48,] 4.758538e+00 5.090909e+00 6.089461e+00 4.798225e+00 1.625226e-01
## [49,] 3.102331e+00 3.954545e+00 1.301965e+00 -5.734874e+00 -1.603410e+01
## [50,] 7.187738e+01 6.531169e+01 5.327691e+01 2.160535e+01 -3.455181e+01
## [51,] 3.228103e+00 2.353896e+00 1.523599e+00 -1.944229e+00 -1.737318e+01
## [52,] 2.293132e+00 6.331169e-01 -2.460652e+00 -1.034382e+01 -3.182664e+01
## [53,] 7.581853e+00 5.347403e+00 5.012548e-01 -1.221987e+01 -4.266211e+01
## [54,] -1.791178e+00 -3.649351e+00 -7.928240e+00 -1.683670e+01 -3.659230e+01
## [55,] 5.135728e+00 6.623377e+00 7.541057e+00 6.366691e+00 4.875677e-01
## [56,] 2.077467e+01 1.938636e+01 1.516959e+01 4.937460e+00 -1.529254e+01
## [57,] 7.649905e+00 7.301948e+00 7.465478e+00 6.152935e+00 6.356438e-01
## [58,] 6.334594e+00 6.649351e+00 5.292969e+00 9.228193e-01 7.223225e-03
## [59,] 6.217265e+00 6.590909e+00 5.424645e+00 1.029393e+00 2.528129e-02
## [60,] 6.058979e+00 6.490260e+00 5.638410e+00 1.239323e+00 6.500903e-02
## [61,] 5.127410e+00 6.298701e+00 6.397706e+00 1.295955e+00 1.705233e-14
## [62,] 1.785003e+01 1.663312e+01 1.488088e+01 4.281233e+00 -1.807182e+01
## [63,] 1.295035e+01 1.028247e+01 6.626953e+00 -6.537908e+00 -3.037721e+01
## [64,] 8.187398e+00 7.233766e+00 6.278942e+00 -1.776357e-14 -6.875608e+00
## [65,] 2.069716e+01 1.988312e+01 1.662594e+01 7.011485e+00 -1.186595e+01
## [66,] 1.625759e+02 1.566851e+02 1.474459e+02 1.233195e+02 7.596388e+01
## [67,] 1.070800e+01 7.428571e+00 1.876823e+00 -1.258820e+01 -5.139644e+01
## [68,] 6.281916e+00 6.876623e+00 8.448892e+00 6.268200e+00 6.464787e-01
## [69,] 7.445495e-01 -1.204545e+00 -2.776002e+00 -1.097598e+01 -3.446145e+01
## [70,] 9.308431e+01 8.872078e+01 8.279067e+01 6.652379e+01 2.744826e+01
## [71,] 1.059505e+02 1.051104e+02 1.031525e+02 9.469723e+01 7.235074e+01
## [72,] 8.355539e+01 7.826299e+01 7.087724e+01 4.631603e+01 -5.075010e+00
## [73,] 7.615627e-01 5.389610e-01 -2.482572e-01 -4.724141e+00 -1.956820e+01
## [74,] 1.776357e-15 1.421085e-14 -2.262248e+00 -9.585603e+00 -3.328810e+01
## [75,] 5.513926e+00 6.422078e+00 5.863063e+00 6.297503e+00 6.573135e-01
## [76,] 6.371267e+00 6.136364e+00 3.993878e+00 1.628494e+00 -1.251764e+01
## [77,] 1.013640e+02 9.470130e+01 8.451965e+01 6.346680e+01 4.983192e+00
## [78,] 8.790246e+01 8.294805e+01 7.473892e+01 5.307208e+01 -5.829004e+00
## [79,] 5.603781e+00 5.470779e+00 3.966466e+00 9.493787e-01 4.617834e-15
## [80,] 6.642470e+00 5.737013e+00 5.004098e+00 -1.421085e-14 -1.434067e+01
## [81,] 4.781096e+00 6.035714e+00 5.570130e+00 7.746714e-01 -1.444645e-02
## [82,] 9.832388e-01 1.344156e+00 -3.282458e+00 -1.004605e+01 -1.923635e+01
## [83,] 2.415781e+02 2.318117e+02 2.175800e+02 1.787541e+02 8.869065e+01
## [84,] 1.292590e+01 1.072403e+01 7.188730e+00 -1.776357e-14 -2.255535e+01
## [85,] 2.006957e+01 1.764610e+01 1.491921e+01 4.991299e+00 -2.865405e+01
## [86,] 6.684688e+00 6.224026e+00 4.030030e+00 8.570924e-01 7.223225e-03
## [87,] 6.732703e+00 6.847403e+00 5.176885e+00 6.359213e-01 -8.667871e-02
## [88,] -1.194077e+00 -2.798701e+00 -5.259253e+00 -1.660471e+01 -3.083067e+01
## [89,] 3.186641e+00 1.162338e+00 -1.803293e+00 -1.236800e+01 -2.667898e+01
## [90,] 1.054266e+01 9.980519e+00 9.248391e+00 2.060274e+00 -4.247604e+00
## [91,] 5.329071e-15 -2.506494e+00 -7.070087e+00 -1.816482e+01 -3.119183e+01
## [92,] -1.228481e+00 -3.311688e+00 -6.673448e+00 -1.792992e+01 -3.122434e+01
## [93,] 7.637051e+00 7.646104e+00 8.031194e+00 4.929174e+00 7.079039e+00
## [94,] 6.412476e+00 1.964286e+00 -3.571075e+00 -2.121918e+01 -5.435713e+01
## [95,] 1.127801e+01 9.662338e+00 7.742795e+00 -2.182903e+00 -1.861717e+01
## [96,] 5.039698e+00 5.597403e+00 4.521041e+00 7.301825e-01 -3.972774e-02
## [97,] 4.937492e+00 5.535714e+00 4.488452e+00 8.187358e-01 2.238140e-14
## [98,] 5.725268e+00 3.704545e+00 0.000000e+00 -1.062007e+01 -2.962842e+01
## [99,] 4.784751e+00 5.503247e+00 4.587624e+00 8.251711e-01 -7.223225e-03
## [100,] 9.991682e+00 9.090909e+00 7.785847e+00 1.381319e+00 -4.395680e+00
## [101,] 5.121613e+00 5.681818e+00 4.356861e+00 5.234705e-01 -8.306709e-02
## [102,] 4.667423e+00 5.444805e+00 4.719300e+00 9.317448e-01 1.083484e-02
## [103,] 2.401512e+00 1.071429e+00 8.102397e-01 -3.582154e+00 -1.833706e+01
## [104,] 5.425079e+00 5.340909e+00 4.965156e+00 3.818359e+00 -1.598721e-14
## [105,] 4.905482e+00 6.240260e+00 3.590158e+00 9.576577e-01 2.498002e-14
## [106,] 1.441953e+01 1.055844e+01 4.834693e+00 -9.569131e+00 -5.148271e+01
## [107,] 1.893510e+00 2.012987e-01 -5.403732e+00 -1.457422e+01 -3.368259e+01
## [108,] 2.469427e+01 2.244481e+01 1.736555e+01 1.059463e+01 -1.120183e+01
## [109,] 2.519597e+00 1.032468e+00 -9.441946e-02 -5.535318e+00 -1.834109e+01
## [110,] -1.672716e+00 -2.136364e+00 -7.008196e+00 -1.708890e+01 -3.417336e+01
## [111,] 4.553497e+00 6.064935e+00 3.985185e+00 1.277379e+00 5.417419e-02
## [112,] 6.520605e+00 7.233766e+00 7.585793e+00 6.853996e+00 6.717600e-01
## [113,] 8.749590e+00 1.042857e+01 1.309235e+01 7.676343e+00 -7.748785e+00
## [114,] 1.061500e+00 4.220779e-02 -3.027169e+00 -6.656947e+00 -2.001966e+01
## [115,] 5.656837e+00 6.402597e+00 5.791375e+00 4.051571e+00 -2.022503e-01
## [116,] 4.162823e+00 3.285714e+00 1.171890e+00 -2.793288e+00 -1.684630e+01
## [117,] -2.939509e+00 -6.366883e+00 -1.242043e+01 -2.610476e+01 -5.478532e+01
## [118,] 5.368494e+00 3.532468e+00 -8.815150e-02 -6.577185e+00 -3.033866e+01
## [119,] 6.349086e+00 7.084416e+00 4.862663e+00 3.449159e-01 -7.223225e-03
## [120,] -8.881784e-15 -2.012987e-01 -2.111890e+00 -1.052944e+01 -2.023635e+01
## [121,] 6.736232e+00 6.483766e+00 3.237491e+00 -4.860012e-01 -2.997639e-01
## [122,] 4.888847e+00 4.301948e+00 -1.694652e-01 -1.049076e+01 -1.553695e+01
## [123,] 2.360895e+01 1.962987e+01 1.429262e+01 -1.635466e+00 -4.133505e+01
## [124,] 6.011468e+00 6.425325e+00 4.521623e+00 6.478211e-01 -1.083484e-02
## [125,] 5.985633e+00 6.379870e+00 4.439448e+00 7.331568e-01 3.250451e-02
## [126,] 3.512413e+00 1.103896e+00 -1.614102e+00 -1.152651e+01 -3.339325e+01
## [127,] 7.062382e+00 5.357143e+00 2.755574e+00 -8.426660e+00 -2.209793e+01
## [128,] 2.389273e+02 2.311331e+02 2.171209e+02 1.783709e+02 1.352732e+02
## [129,] 2.185633e+00 -1.776357e-14 -4.489325e+00 -2.234759e+01 -4.059154e+01
## [130,] 4.691582e+01 4.087987e+01 3.095176e+01 2.632904e+00 -4.122114e+01
## [131,] 4.177127e+01 3.730844e+01 3.024297e+01 9.808413e+00 -1.812002e+01
## [132,] 4.474354e+01 4.012987e+01 2.904674e+01 4.637329e-02 -1.310529e+01
## [133,] 8.165595e+00 5.198052e+00 1.021326e+00 -1.168364e+01 -4.227566e+01
## [134,] 6.174480e+01 5.559740e+01 4.218975e+01 5.273381e+00 -1.203952e+01
## [135,] 4.914304e+00 1.935065e+00 -1.744153e+00 -1.434819e+01 -4.460432e+01
## [136,] -9.190926e-01 -1.652597e+00 -2.584375e+00 -9.474803e+00 -1.974601e+01
## [137,] 1.838198e+01 1.542532e+01 8.396882e+00 -9.528405e+00 -4.407182e+01
## [138,] 5.913296e+00 4.561688e+00 2.843713e+00 -8.130068e+00 -2.892777e+01
## [139,] 2.616887e+00 8.246753e-01 -1.470715e+00 -1.242984e+01 -3.300722e+01
## [140,] 2.176037e-14 -8.733766e-01 -1.435435e+00 -6.392451e+00 -1.926163e+01
## [141,] -1.469439e+00 -3.659091e+00 -6.157960e+00 -1.608506e+01 -3.626004e+01
## [142,] 2.298803e+00 9.805195e-01 -2.327752e-01 -9.985004e+00 -3.158466e+01
## [143,] 1.559193e+01 1.140909e+01 4.674515e+00 -1.098343e+01 -4.891290e+01
## [144,] 8.080655e+00 4.714286e+00 -2.611083e-01 -1.309097e+01 -4.271628e+01
## [145,] 2.824222e+01 2.381494e+01 1.568659e+01 -5.040432e+00 -5.108828e+01
## [146,] 5.058223e+00 6.272727e+00 3.490986e+00 9.512224e-01 7.223225e-03
## [147,] 2.421790e+01 2.171753e+01 1.410049e+01 -2.176818e+00 -2.350167e+01
## [148,] 2.259836e+01 1.957143e+01 1.376227e+01 3.318192e+00 -2.736595e+01
## [149,] 1.354707e+01 1.248052e+01 1.003014e+01 3.245908e+00 -6.641270e+00
## [150,] 1.431128e+00 1.753247e+00 7.049453e-01 -2.657450e+00 -1.806619e+01
## [151,] 5.500945e-01 8.538961e-01 -2.041536e+00 -7.800086e+00 -1.807744e+01
## [152,] 2.275992e+00 1.990260e+00 -2.103452e+00 -1.132442e+01 -3.023434e+01
## [153,] 1.448141e+00 1.396104e+00 6.050216e-01 -4.762073e+00 -1.896909e+01
## [154,] 3.662974e+01 3.519156e+01 3.082784e+01 2.332042e+01 2.960272e+00
## [155,] 1.121777e+01 1.007468e+01 6.084708e+00 2.404651e+00 -9.593902e+00
## [156,] 4.881411e+00 5.876623e+00 4.070136e+00 1.350087e+00 -5.417419e-02
## [157,] 1.687536e+01 1.466234e+01 1.003690e+01 -4.040167e-01 -1.923517e+01
## [158,] 1.249653e+00 -1.564935e+00 -8.389401e+00 -2.201628e+01 -4.732025e+01
## [159,] 5.180466e+00 5.775974e+00 6.261242e+00 6.040968e+00 3.178219e-01
## [160,] 1.379773e+01 9.886364e+00 -7.105427e-15 -2.432714e+01 -5.087609e+01
## [161,] 5.566226e+00 3.474026e+00 0.000000e+00 -1.413560e+01 -4.327969e+01
## [162,] 5.625331e+00 5.759740e+00 6.073421e+00 3.889794e+00 -1.733574e-01
## [163,] 1.531317e+00 1.776357e-14 -5.957773e+00 -1.934669e+01 -3.466815e+01
## [164,] 3.791808e+00 4.188312e+00 7.736140e-01 -5.321004e+00 -1.581741e+01
## [165,] 4.567486e+00 4.548701e+00 2.555715e+00 -1.132021e+00 -6.934296e-01
## [166,] 4.930309e+00 3.779221e+00 1.247857e+00 -5.972327e+00 -1.606661e+01
## [167,] 5.623566e+00 5.717532e+00 4.854079e+00 1.680076e+00 1.878039e-01
## [168,] 6.449905e+00 6.275974e+00 3.336494e+00 -1.021825e-01 -1.769690e-01
## [169,] 2.842848e+00 3.003247e+00 1.079907e+00 -3.204539e+00 -1.441033e+00
## [170,] 5.269565e+00 5.620130e+00 4.313822e+00 4.058271e-01 -2.203084e-01
## [171,] 4.139130e+00 4.912338e+00 3.927634e+00 -4.999664e+00 -1.509550e+01
## [172,] 4.044612e+00 4.772727e+00 2.488476e+00 -2.602025e+00 -1.137658e+00
## [173,] 8.998110e+00 6.519481e+00 1.303590e+00 -1.263770e+01 -4.021427e+01
## [174,] 5.315110e+01 5.167532e+01 4.992414e+01 3.973820e+01 2.333227e+01
## [175,] 1.082294e+01 9.477273e+00 7.726986e+00 -2.755890e+00 -1.819142e+01
## [176,] 1.754354e+01 1.575974e+01 1.413056e+01 -4.263256e-14 -2.379976e+01
## [177,] 2.913800e+00 9.285714e-01 -3.092431e+00 -1.620808e+01 -3.883227e+01
## [178,] 7.560933e+00 7.016234e+00 5.853461e+00 4.827024e-01 -5.922559e+00
## [179,] 2.991745e+01 2.801948e+01 2.580580e+01 1.572627e+01 1.421085e-14
## [180,] 2.533711e+01 2.382468e+01 2.165926e+01 1.224179e+01 -3.086679e+00
## [181,] 2.519215e+02 2.481558e+02 2.427130e+02 2.279900e+02 1.874126e+02
## [182,] 1.581738e+02 1.497825e+02 1.363873e+02 9.854133e+01 2.714606e+01
## [183,] 5.725180e+01 5.344805e+01 4.805319e+01 2.977913e+01 -1.386443e+00
## [184,] 1.807297e+01 1.803571e+01 1.497825e+01 7.749023e+00 -1.867968e+00
## [185,] 2.963495e+02 2.917305e+02 2.842001e+02 2.625978e+02 2.246368e+02
## [186,] 3.405923e+00 2.847403e+00 2.120449e+00 -2.732992e+00 -1.723594e+01
## [187,] 1.220618e+01 9.064935e+00 5.303178e+00 -7.070008e+00 -3.684630e+01
## [188,] 1.858963e+02 1.766851e+02 1.626146e+02 1.280836e+02 4.833470e+01
## [189,] 9.248179e+01 9.062987e+01 8.702344e+01 7.425874e+01 4.317579e+01
## [190,] 1.830962e+02 1.731591e+02 1.563126e+02 1.105876e+02 3.790443e+01
## [191,] 1.280602e+02 1.281299e+02 1.232362e+02 1.123274e+02 9.501806e+01
## [192,] 1.093989e+01 1.082143e+01 9.275669e+00 6.405362e+00 -8.997569e+00
## [193,] 4.910901e+00 6.142857e+00 4.492926e+00 1.905305e+00 2.311432e-01
## [194,] 3.519108e+02 3.409383e+02 3.239263e+02 2.801235e+02 1.836272e+02
## [195,] 9.027977e+00 8.347403e+00 6.090831e+00 3.109751e+00 -1.142735e+01
## [196,] 3.189425e+02 3.151234e+02 3.076630e+02 2.934063e+02 2.531236e+02
## [197,] 1.069347e+02 9.893182e+01 8.576508e+01 5.415814e+01 -1.826643e+01
## [198,] 5.856873e+02 5.724091e+02 5.470899e+02 4.844428e+02 3.760088e+02
## [199,] 5.232691e+01 4.946753e+01 4.342266e+01 2.965948e+01 -1.082581e+01
## [200,] 3.747700e+00 3.288961e+00 9.769963e-15 -7.357612e+00 -1.696187e+01
## [201,] 5.629994e+00 5.603896e+00 3.573015e+00 5.243697e-01 -7.223225e-02
## [202,] 1.077643e+01 7.805195e+00 3.450056e+00 -1.119270e+01 -4.089686e+01
## [203,] -7.105427e-15 -1.155844e+00 -5.772765e+00 -1.808860e+01 -3.559189e+01
## [204,] -7.511027e-02 -2.607143e+00 -6.583526e+00 -1.388557e+01 -3.650479e+01
## [205,] 8.183365e+00 6.529221e+00 4.333499e+00 2.693238e-01 -1.418537e+01
## [206,] 2.378450e+00 2.347403e+00 -5.272359e-01 -7.987292e+00 -1.780296e+01
## [207,] 3.925646e-01 1.643130e-14 -4.560358e+00 -9.891969e+00 -1.990770e+01
## [208,] 4.870069e+00 2.194805e+00 -1.864530e+00 -1.606202e+01 -3.957946e+01
## [209,] 1.565217e+00 2.662338e+00 1.330226e+00 -7.238259e+00 -1.635554e+01
## [210,] 8.128544e-01 -1.428571e-01 -4.666659e-01 -5.643256e+00 -1.970906e+01
## [211,] 8.472338e+00 8.204545e+00 4.000255e+00 -8.747485e+00 -2.193582e+01
## [212,] 4.117580e+00 4.675325e+00 3.552865e+00 -9.103829e-15 -2.708710e-01
## [213,] 5.102205e+00 3.701299e+00 3.552714e-15 -1.114293e+01 -2.937880e+01
## [214,] -2.974165e-02 -1.051948e+00 -3.148127e+00 -7.246993e+00 -1.993659e+01
## [215,] 5.961815e+00 5.782468e+00 3.239710e+00 -5.043346e+00 -1.360474e+01
## [216,] 5.764839e+00 6.110390e+00 6.116218e+00 6.558545e-01 -1.388603e+01
## [217,] 1.332268e-14 -2.142857e-01 -3.208491e+00 -9.530521e+00 -1.941332e+01
## [218,] 2.039572e+00 1.237013e+00 -3.205824e+00 -1.325098e+01 -3.097111e+01
## [219,] 1.009326e+00 1.224026e+00 -1.184717e+00 -9.464623e+00 -1.772392e+01
## [220,] 5.091292e+01 4.499026e+01 3.509533e+01 1.142722e+01 -4.389485e+01
## [221,] 4.585507e+00 5.740260e+00 4.218809e+00 1.548432e+00 1.261144e-14
## [222,] -8.317580e-01 -3.029221e+00 -6.676236e+00 -1.277216e+01 -3.580456e+01
## [223,] 5.360176e+00 2.857143e+00 -8.376393e-01 -9.631764e+00 -3.052327e+01
## [224,] 2.874102e+00 1.938312e+00 -1.733484e+00 -6.597240e+00 -1.803813e+01
## [225,] 2.308413e+02 2.194740e+02 2.019826e+02 1.575615e+02 7.538200e+01
## [226,] 9.303882e+01 8.754545e+01 7.891764e+01 5.292957e+01 -5.684342e-14
## [227,] 1.058979e+00 1.865175e-14 -2.934217e+00 -1.085444e+01 -1.905258e+01
## [228,] 1.526528e+00 3.230749e-14 -3.460192e+00 -1.031972e+01 -2.008828e+01
## [229,] 2.919093e+00 1.909091e+00 7.215669e-01 -4.857942e+00 -1.240971e+01
## [230,] 3.730561e+00 3.555195e+00 2.873089e+00 -3.434793e+00 -9.976733e+00
## [231,] 7.392313e+00 7.870130e+00 9.035062e+00 5.569386e+00 7.230726e+00
## [232,] 1.463995e+01 1.362013e+01 1.231124e+01 6.457054e+00 -6.516877e-01
## [233,] 2.813512e+02 2.729123e+02 2.606928e+02 2.267735e+02 1.628591e+02
## [234,] 2.201638e-01 7.771561e-15 -3.006329e+00 -1.005392e+01 -1.981379e+01
## [235,] 5.667108e+01 5.365260e+01 4.989651e+01 4.001050e+01 2.483387e+01
## [236,] 3.809704e+01 3.428571e+01 2.851154e+01 1.209686e+01 -2.789804e+01
## [237,] 5.073800e+01 4.487662e+01 3.581439e+01 9.949286e+00 -2.455542e+01
## [238,] 6.244486e-01 1.103896e+00 1.149752e+00 -3.237612e+00 -1.842013e+01
## [239,] 7.244739e+00 6.370130e+00 4.007711e+00 -1.421085e-14 -1.388964e+01
## [240,] -5.088847e-01 -9.837662e-01 -5.890050e+00 -1.287641e+01 -2.102007e+01
## [241,] 4.895198e+01 4.549351e+01 4.092097e+01 2.879114e+01 -2.730310e+00
## [242,] 5.170636e+00 5.824675e+00 3.739946e+00 1.608026e+00 7.223225e-02
## [243,] 3.793699e+00 3.961039e+00 9.206139e-01 -5.374865e+00 -1.588603e+01
## [244,] 5.196849e+00 5.957792e+00 3.346496e+00 1.183017e+00 3.570408e-14
## [245,] 6.785129e+00 6.370130e+00 7.503946e+00 6.221009e+00 4.911793e-01
## [246,] 4.801512e-01 -1.042208e+00 -5.096141e+00 -1.740979e+01 -3.550882e+01
## [247,] 2.339635e+00 1.905844e+00 -5.151728e-01 -1.308698e+01 -3.149799e+01
## [248,] 1.726150e+00 1.331169e+00 -4.440892e-15 -6.552064e+00 -1.101688e+01
## [249,] 5.630876e+00 6.308442e+00 3.957652e+00 -2.263900e-01 -1.841922e-01
## [250,] 3.431254e+00 2.525974e+00 3.357783e-01 -3.040968e+00 -1.753931e+01
## [251,] 2.576396e+01 2.237987e+01 1.556303e+01 3.901076e+00 -2.585352e+01
## [252,] 1.166292e+02 1.120714e+02 1.043471e+02 8.461434e+01 3.800604e+01
## [253,] 3.923377e+00 3.896104e+00 3.357746e+00 9.043912e-01 -1.036533e+00
## [254,] 7.350977e+00 6.165584e+00 1.964526e-01 -9.072284e+00 -2.728490e+01
## [255,] 6.203781e+00 6.516234e+00 2.747196e+00 9.029577e-01 6.139742e-02
## [256,] 5.740013e+00 6.350649e+00 3.159306e+00 1.125758e+00 8.667871e-02
## [257,] 5.896282e+00 6.834416e+00 3.533310e+00 -7.105427e-15 -2.780942e-01
## [258,] 6.073346e+00 5.980519e+00 2.640096e+00 -3.302400e+00 -1.382824e+01
## [259,] 1.690147e+02 1.650422e+02 1.582245e+02 1.442406e+02 1.039105e+02
## [260,] 1.858223e+00 -5.649351e-01 -4.354922e+00 -1.585805e+01 -3.487040e+01
## [261,] 8.299458e+01 7.636364e+01 5.442891e+01 -5.684342e-14 -3.979039e-13
## [262,] 7.588028e+00 5.652597e+00 3.552714e-15 -1.934527e+01 -4.076448e+01
## [263,] 3.102054e+01 2.808766e+01 2.003943e+01 6.936386e-01 -1.638693e+01
## [264,] 1.428355e+00 8.279221e-01 1.776357e-15 -3.371940e+00 -1.848514e+01
## [265,] 2.057278e+01 1.603896e+01 3.816471e+00 -2.440185e+01 -4.200778e+01
## [266,] 2.145167e+01 1.880519e+01 1.211972e+01 -5.941634e-01 -2.832623e+01
## [267,] 5.147196e+00 5.383117e+00 5.143157e+00 4.462962e+00 -2.094735e-01
## [268,] 1.543793e-01 -2.467532e-01 -5.052775e+00 -1.068033e+01 -2.017134e+01
## [269,] 4.221928e+00 1.217532e+00 -4.424512e+00 -1.163580e+01 -3.397791e+01
## [270,] 6.746566e+00 4.967532e+00 1.949893e+00 -4.905507e+00 -2.793457e+01
## [271,] 5.686830e+00 5.675325e+00 4.098396e+00 4.898772e-01 -1.769690e-01
## [272,] 6.289351e+00 7.272727e+00 4.568469e+00 -2.623494e-01 -1.516877e-01
## [273,] 5.470321e+00 4.282468e+00 -6.098711e-01 -1.466207e+01 -3.057063e+01
## [274,] 1.178273e+01 1.097078e+01 8.631597e+00 5.251850e+00 -9.409293e+00
## [275,] 1.333081e+00 6.623377e-01 -3.112884e+00 -8.599678e+00 -1.898715e+01
## [276,] 5.268053e+00 6.298701e+00 4.458931e+00 1.721763e+00 1.589110e-01
## [277,] 2.636547e+00 1.772727e+00 1.402471e-01 -5.903938e+00 -1.840249e+01
## [278,] 4.708255e-01 -6.168831e-01 -2.946559e+00 -1.323128e+01 -2.693541e+01
## [279,] 2.425835e+00 1.077922e+00 -2.295843e+00 -1.461761e+01 -2.483873e+01
## [280,] 6.812098e+00 7.464286e+00 8.412376e+00 4.946547e+00 7.060981e+00
## [281,] 1.757404e+00 8.928571e-01 -5.829807e-01 -1.191568e+01 -2.597875e+01
## [282,] 8.178702e+00 8.035714e+00 7.389983e+00 4.110693e+00 6.894847e+00
## [283,] 1.374216e+01 1.251299e+01 1.118727e+01 1.980322e-01 -1.528171e+01
## [284,] 1.175115e+02 1.145747e+02 1.104317e+02 9.781268e+01 6.690131e+01
## [285,] 1.337769e+01 1.099026e+01 4.387171e+00 -1.191297e+01 -3.656501e+01
## [286,] 5.018778e+00 6.058442e+00 4.058230e+00 5.214073e-02 -7.945548e-02
## [287,] 5.172149e+00 5.652597e+00 4.225101e+00 6.055886e-01 -3.611613e-02
## [288,] 1.866541e+00 1.275974e+00 -1.776357e-15 -5.618831e+00 -1.945263e+01
## [289,] 4.847007e+00 4.983766e+00 3.320612e+00 -3.851044e-01 -3.936658e-01
## [290,] 4.066163e+00 3.376623e+00 1.014815e+00 -4.209002e+00 -1.431622e+01
## [291,] 1.699093e+01 1.402273e+01 9.467005e+00 -3.130080e+00 -1.437283e+01
## [292,] 2.102798e+01 1.864935e+01 1.056456e+01 -6.904494e+00 -4.202848e+01
## [293,] 4.615123e+00 6.172078e+00 3.624238e+00 9.525081e-01 7.223225e-03
## [294,] 4.852426e+00 3.798701e+00 1.400495e+00 -1.295084e+00 -1.622510e+01
## [295,] 5.493888e+00 6.214286e+00 3.493932e+00 7.318831e-01 -1.878039e-01
## [296,] 1.867990e+01 1.833117e+01 1.714808e+01 1.156050e+01 -1.719892e+00
## [297,] 9.419294e+01 9.450649e+01 9.321253e+01 8.955419e+01 7.467016e+01
## [298,] 6.394077e+00 6.292208e+00 2.767055e+00 9.640811e-01 -3.250451e-02
## [299,] 9.903592e+00 9.159091e+00 7.255689e+00 4.146784e+00 -1.112759e+01
## [300,] 9.681159e+00 7.516234e+00 3.204175e+00 -3.658879e+00 -2.668898e+01
## [301,] 1.953993e-14 -1.402597e+00 -7.327364e+00 -1.673045e+01 -3.429657e+01
## [302,] 8.881784e-16 2.597403e-02 4.996004e-15 -5.060696e+00 -1.945263e+01
## [303,] 8.297290e+00 5.545455e+00 -9.781410e-02 -1.218178e+01 -2.886720e+01
## [304,] 7.391556e+00 6.909091e+00 7.733181e+00 6.418838e+00 5.886929e-01
## [305,] 5.774165e+00 6.490260e+00 5.557897e+00 1.030679e+00 2.528129e-02
## [306,] 2.021676e+00 8.116883e-01 -2.697768e-01 -4.684468e+00 -1.928289e+01
## [307,] -1.681664e+00 -3.594156e+00 -7.355552e+00 -1.808054e+01 -3.709710e+01
## [308,] 5.308507e+00 5.724026e+00 5.102094e+00 1.507473e+00 1.047368e-01
## [309,] 6.174417e+00 5.948052e+00 4.638823e+00 1.386743e+00 1.011252e-01
## [310,] 6.776181e+00 6.237013e+00 3.816180e+00 8.358545e-01 3.250451e-02
## [311,] 5.824449e+00 6.597403e+00 4.129081e+00 1.224935e+00 2.528129e-02
## [312,] 1.193220e+01 1.073701e+01 9.073712e+00 4.131769e+00 -9.654883e+00
## [313,] 6.859231e+00 7.136364e+00 8.481736e+00 5.199580e+00 7.028476e+00
## [314,] 6.483806e+00 6.837662e+00 7.380115e+00 5.785205e+00 5.850813e-01
## [315,] 6.078639e+00 6.873377e+00 8.679825e+00 6.192518e+00 5.923045e-01
## [316,] 2.796219e+00 2.928571e+00 2.398094e+00 -3.320995e+00 -1.736957e+01
## [317,] 5.701953e+00 6.279221e+00 6.593625e+00 4.221355e+00 4.333935e-02
## [318,] -6.427221e-02 -9.253247e-01 -3.241529e+00 -1.365717e+01 -3.455577e+01
## [319,] 5.859483e+00 6.711039e+00 6.749100e+00 7.133488e+00 8.631754e-01
## [320,] 4.356396e+00 5.691558e+00 4.367567e+00 1.558085e+00 -1.083484e-02
## [321,] 6.095904e+00 6.672078e+00 5.491398e+00 7.469982e-01 -7.223225e-02
## [322,] 3.456862e+01 3.243831e+01 2.819880e+01 1.425173e+01 -9.294138e+00
## [323,] 8.277505e+00 5.149351e+00 1.051853e+00 -1.192940e+01 -3.680296e+01
## [324,] 7.554631e+00 4.941558e+00 1.738661e+00 -1.141266e+01 -2.333310e+01
## [325,] 1.039496e+01 8.457792e+00 5.100930e+00 -3.646221e+00 -2.515849e+01
## [326,] 6.106227e-15 4.773959e-15 -3.004680e+00 -1.089408e+01 -2.010272e+01
## [327,] 1.028596e+02 1.001104e+02 9.610135e+01 8.367651e+01 5.164169e+01
## [328,] 4.995564e+01 4.660065e+01 4.026089e+01 2.789130e+01 -1.339964e+01
## [329,] 7.107750e+00 4.941558e+00 5.477856e-01 -7.010867e+00 -2.919461e+01
## [330,] 3.602659e+01 3.492857e+01 3.279420e+01 2.956385e+01 1.465210e+01
## [331,] 7.732577e+00 6.188312e+00 3.156493e+00 -5.417238e+00 -2.836033e+01
## [332,] 1.950365e+02 1.905942e+02 1.809056e+02 1.609698e+02 1.156020e+02
## [333,] -3.024575e-03 -8.474026e-01 -4.251361e+00 -1.242004e+01 -2.077087e+01
## [334,] 1.908633e+00 1.688312e+00 -1.388128e+00 -6.614905e+00 -1.766572e+01
## [335,] 7.816005e+00 7.811688e+00 7.538572e+00 4.497729e+00 7.014030e+00
## [336,] 5.319849e+00 5.727273e+00 2.885007e+00 6.000835e-01 -2.203084e-01
## [337,] 5.664272e+00 6.444805e+00 5.304232e+00 5.036770e+00 2.311432e-01
## [338,] 5.190926e+00 5.801948e+00 3.936714e+00 1.726185e+00 7.584387e-02
## [339,] 6.369250e+00 6.142857e+00 4.753670e+00 1.024162e+00 -4.695097e-02
## [340,] 5.982609e+00 6.474026e+00 5.687996e+00 1.242540e+00 6.139742e-02
## [341,] 5.502583e+00 6.584416e+00 3.238692e+00 3.361932e-01 -9.751354e-02
## [342,] 6.276623e+00 6.009740e+00 4.671411e+00 1.298190e+00 6.139742e-02
## [343,] 3.684726e+01 3.566234e+01 3.397951e+01 2.439935e+01 1.379636e+00
## [344,] 1.772010e+01 1.562013e+01 1.199245e+01 5.442767e+00 -1.836394e+01
## [345,] 6.552111e+00 7.224026e+00 3.334675e+00 5.327370e-01 9.992007e-16
## [346,] 5.741399e+00 6.334416e+00 4.752470e+00 7.608301e-01 1.965095e-14
## [347,] 6.418021e+00 6.399351e+00 7.170447e+00 6.194106e+00 6.573135e-01
## [348,] 4.212224e+00 3.324675e+00 1.916128e+00 -1.013092e+00 -1.629011e+01
## [349,] 8.364965e+00 7.272727e+00 4.310028e+00 -2.468041e+00 -2.632060e+01
## [350,] 4.353371e+00 3.490260e+00 2.736988e+00 -1.421085e-14 -1.600479e+01
## [351,] 6.548960e+00 6.788961e+00 4.832850e+00 5.915134e-01 -3.250451e-02
## [352,] 7.548456e+00 7.025974e+00 5.926251e+00 6.573837e+00 6.356438e-01
## [353,] 2.141273e+00 1.211039e+00 3.330669e-15 -6.032823e+00 -1.283588e+01
## [354,] 5.377946e+00 1.785714e+00 -4.121164e+00 -2.211393e+01 -3.984435e+01
## [355,] 6.470788e+01 6.187662e+01 5.806909e+01 4.348607e+01 2.018940e+01
## [356,] 1.237480e+01 8.529221e+00 2.120122e+00 -7.124048e+00 -2.688082e+01
## [357,] 5.107026e-15 -5.097403e-01 -3.894196e+00 -1.021854e+01 -1.980657e+01
## [358,] 4.901071e+00 6.292208e+00 4.000861e+00 9.083626e-01 -8.667871e-02
## [359,] -7.513548e-01 -2.451299e+00 -6.022647e+00 -1.461929e+01 -3.652688e+01
## [360,] 3.616131e+00 3.444805e+00 1.585151e+00 -3.072172e+00 -1.629053e+01
## [361,] 1.117454e+01 9.824675e+00 6.934835e+00 -1.953993e-14 -1.003410e+01
## [362,] 7.070447e+00 7.129870e+00 6.721737e+00 5.252336e+00 4.947909e-01
## [363,] 7.461827e+01 6.621753e+01 5.363681e+01 2.046644e+01 -3.796631e+01
## [364,] 1.380895e+01 1.132792e+01 7.666962e+00 -5.202030e+00 -1.647395e+01
## [365,] 5.140139e+00 5.977273e+00 3.991477e+00 3.345355e-01 1.805806e-02
## [366,] 5.298047e+00 5.990260e+00 4.253337e+00 4.642791e-01 7.223225e-03
## [367,] 1.363478e+01 1.270130e+01 1.002271e+01 5.800663e+00 -7.286915e+00
## [368,] 5.807561e+00 5.811688e+00 5.704181e+00 4.162020e+00 6.862064e-02
## [369,] 5.687587e+00 6.821429e+00 6.947613e+00 6.768976e+00 7.187109e-01
## [370,] 6.365974e+00 6.600649e+00 6.817053e+00 7.114426e+00 7.187109e-01
## [371,] 5.211594e+00 5.866883e+00 3.657857e+00 1.504670e+00 5.056258e-02
## [372,] 7.514556e+00 7.308442e+00 3.359844e+00 -2.249825e+00 -1.275962e+01
## [373,] 5.423188e+00 5.876623e+00 6.600463e+00 3.561321e+00 -3.611613e-01
## [374,] 7.514052e+00 7.876623e+00 8.492683e+00 5.512107e+00 7.299347e+00
## [375,] 5.067423e-01 3.330669e-15 -1.377060e+00 -8.495301e+00 -1.304216e+01
## [376,] 3.066289e+00 5.779221e-01 -3.200890e+00 -1.590822e+01 -2.800083e+01
## [377,] 5.258601e+00 6.155844e+00 4.155911e+00 -2.482767e-02 -1.336297e-01
## [378,] 9.472212e+00 7.064935e+00 3.504237e+00 -8.005951e+00 -2.062523e+01
## [379,] 7.508003e+00 7.162338e+00 6.703078e+00 5.454545e+00 5.417419e-01
## [380,] 7.787650e+00 7.181818e+00 6.422560e+00 5.527010e+00 5.995277e-01
## [381,] 5.487083e+00 6.194805e+00 2.355528e+00 1.574478e-02 -2.275316e-01
## [382,] 5.977946e+00 6.889610e+00 6.913534e+00 6.774125e+00 7.114877e-01
## [383,] 6.218273e+00 6.717532e+00 6.320369e+00 6.084618e+00 4.731213e-01
## [384,] 6.315060e-01 1.643130e-14 -2.187821e+00 -5.468680e+00 -1.965127e+01
## [385,] 3.578047e+01 3.150649e+01 2.559428e+01 8.671335e+00 -2.988401e+01
## [386,] 5.914808e+00 6.590909e+00 5.648352e+00 4.892487e+00 1.119600e-01
## [387,] 1.548834e+00 7.564935e-01 -1.878035e+00 -6.381593e+00 -1.935915e+01
## [388,] 1.125394e+00 2.435065e-01 -2.534971e+00 -6.621899e+00 -1.940610e+01
## [389,] 1.641459e+02 1.550909e+02 1.373659e+02 9.441280e+01 2.567127e+01
## [390,] 1.519093e+00 1.071429e+00 -8.955664e-01 -5.112706e+00 -1.952125e+01
## [391,] 2.877757e+00 2.568182e+00 -5.738273e-01 -8.983051e+00 -1.763363e+01
## [392,] 3.124134e-01 -1.298701e-02 -3.278639e+00 -1.038986e+01 -1.997993e+01
## [393,] 6.159294e+00 5.951299e+00 4.803087e+00 1.404763e+00 7.945548e-02
## [394,] 2.421676e+00 2.467532e+00 1.539396e+00 -2.115790e+00 -1.729011e+01
## [395,] 2.971267e+00 2.064935e+00 -9.106967e-01 -3.994120e+00 -1.840568e+01
## [396,] 4.321537e+01 3.856818e+01 3.026336e+01 6.621500e+00 -2.878615e+01
## [397,] 1.204953e+01 1.163961e+01 1.082256e+01 3.366903e+00 -2.478747e+00
## [398,] 1.265654e-14 3.885781e-15 -2.734260e-01 -7.829641e+00 -1.357626e+01
## [399,] 4.790422e+00 5.214286e+00 4.257811e+00 3.488110e-01 -2.094735e-01
## [400,] 4.357782e+00 3.061688e+00 1.999018e+00 -3.908522e+00 -1.149639e+01
## [401,] 2.389414e+00 1.493506e+00 -1.776706e+00 -9.365081e+00 -1.773475e+01
## [402,] 1.588658e+00 1.639610e+00 -2.373313e+00 -1.213383e+01 -1.852570e+01
## [403,] 1.344524e+01 1.100649e+01 6.245711e+00 -9.722068e+00 -3.638123e+01
## [404,] 1.110882e+02 1.075325e+02 1.019410e+02 8.622830e+01 4.808348e+01
## [405,] 6.529427e+00 4.347403e+00 2.694495e-01 -4.972592e+00 -1.583949e+01
## [406,] 7.072212e+00 6.217532e+00 2.559497e+00 -1.176836e-14 -4.333935e-02
## [407,] 5.544549e+00 5.448052e+00 3.811622e+00 1.311604e-01 -2.419781e-01
## [408,] 3.805419e+00 5.629870e+00 3.625935e+00 6.789958e-01 -1.444645e-01
## [409,] 1.395337e+00 1.243450e-14 -5.504746e+00 -1.778927e+01 -3.402889e+01
## [410,] 2.243529e+01 1.907468e+01 1.208111e+01 -5.716980e+00 -4.049840e+01
## [411,] 1.466251e+01 1.515584e+01 1.229486e+01 7.850960e+00 8.599111e+00
## [412,] 1.463642e+00 1.493506e-01 -5.423251e+00 -1.770493e+01 -3.332866e+01
## [413,] 4.690233e+00 4.688312e+00 2.007068e+00 -3.672568e+00 -1.474156e+01
## [414,] 1.015955e+01 7.970779e+00 1.942024e+00 -1.162836e+01 -3.877407e+01
## [415,] 1.767864e+00 -7.629870e-01 -5.750724e+00 -1.535595e+01 -3.545867e+01
## [416,] 1.071357e+02 1.009383e+02 9.028943e+01 6.753417e+01 1.226768e+01
## [417,] 2.586767e+00 3.038961e+00 -1.280749e-01 -6.313691e+00 -1.615690e+01
## [418,] 3.573535e+00 2.451299e+00 -2.080404e+00 -1.010563e+01 -1.719343e+01
## [419,] 1.247259e+00 -3.246753e-03 -3.627390e+00 -1.095527e+01 -3.315488e+01
## [420,] 3.816383e+00 3.775974e+00 -1.400713e+00 -8.246669e+00 -1.663363e+01
## [421,] 5.987776e+00 6.149351e+00 4.525975e+00 7.005772e-01 -9.390193e-02
## [422,] 7.821928e+00 7.415584e+00 5.494284e+00 6.289913e+00 7.042645e-01
## [423,] 2.405797e+00 2.207792e-01 -2.153329e+00 -1.045451e+01 -3.358425e+01
## [424,] 5.019408e+00 5.866883e+00 5.017131e+00 8.885796e-01 7.223225e-03
## [425,] 4.442344e-01 -4.318182e-01 -3.211159e+00 -1.059616e+01 -1.957946e+01
## [426,] -6.056711e-01 -7.532468e-01 -4.464484e+00 -1.285190e+01 -2.076726e+01
## [427,] 3.731947e+00 3.961039e+00 2.475237e+00 -1.320198e+00 -8.017780e-01
## [428,] 6.509515e+00 6.766234e+00 3.563316e+00 -1.342881e+00 -5.489651e-01
## [429,] 5.774291e+00 5.639610e+00 2.647515e+00 -1.365617e+00 -6.428671e-01
## [430,] 6.290233e+00 5.032468e+00 2.197895e+00 -4.241245e+00 -1.473434e+01
## [431,] 6.837555e+00 7.175325e+00 4.236618e+00 2.895695e-01 5.778580e-02
## [432,] 1.931304e+01 1.823052e+01 1.327058e+01 5.791263e+00 -1.200653e+00
## [433,] 9.515438e+00 6.863636e+00 3.552714e-15 -1.922134e+01 -3.874684e+01
## [434,] 5.929931e+00 6.402597e+00 3.936751e+00 -2.254085e+00 5.879983e+00
## [435,] 1.734342e+00 -6.493506e-01 -2.795946e+00 -1.255394e+01 -3.443659e+01
## [436,] 5.994959e+00 4.746753e+00 2.555278e+00 -3.112281e+00 -1.470225e+01
## [437,] 5.518967e+00 6.152597e+00 4.992095e+00 8.278306e-01 6.500903e-02
## [438,] 6.114871e+01 5.637662e+01 4.797722e+01 3.088206e+01 -6.183776e+00
## [439,] 1.439635e+01 1.126623e+01 6.634385e+00 -1.388150e+00 -2.299236e+01
## [440,] 7.418904e+00 4.077922e+00 -3.128911e+00 -1.288971e+01 -3.032102e+01
## [441,] 1.682344e+01 1.471429e+01 9.850321e+00 5.305677e+00 -6.684192e+00
## [442,] 1.168406e+01 9.357143e+00 4.674272e+00 1.632420e+00 -1.121107e+01
## [443,] 5.508885e+00 5.551948e+00 1.651868e+00 -2.584258e-01 -4.008890e-01
## [444,] 5.359042e+00 4.058442e+00 3.276190e-01 -6.634939e+00 -1.614606e+01
## [445,] 1.444386e+01 1.084740e+01 2.886983e+00 -1.517791e+01 -4.993819e+01
## [446,] 5.188154e+00 5.266234e+00 3.787156e+00 -5.551115e-15 -3.611613e-01
## [447,] 5.935728e+00 5.970779e+00 4.837251e+00 1.210922e+00 2.166968e-02
## [448,] 6.204033e+00 6.379870e+00 4.044252e+00 7.908193e-01 1.083484e-01
## [449,] 6.114304e+00 6.048701e+00 4.820254e+00 1.119151e+00 -1.444645e-02
## [450,] 1.309691e+01 1.213636e+01 7.374938e+00 -4.174972e+00 -2.153049e+01
## [451,] 6.651166e+00 6.850649e+00 4.865439e+00 5.029600e-01 -7.223225e-02
## [452,] 6.795841e+00 6.652597e+00 3.746905e+00 3.941300e-01 2.409184e-14
## [453,] 6.609830e+00 6.227273e+00 2.727992e+00 -1.177441e+00 -5.345187e-01
## [454,] 4.720101e+00 5.188312e+00 1.665179e+00 -1.499318e+00 -8.740103e-01
## [455,] 4.690233e+00 2.876623e+00 -2.711153e+00 -1.434130e+01 -3.223795e+01
## [456,] 6.909515e+00 7.243506e+00 4.597735e+00 2.370566e-01 -2.528129e-02
## [457,] 6.425961e+00 6.831169e+00 4.122231e+00 -2.708408e-01 -1.878039e-01
## tau= 0.90 tau= 0.95
## [1,] -7.333333e+01 -1.088000e+02
## [2,] -1.110000e+02 -1.642000e+02
## [3,] -6.766667e+01 -1.120000e+02
## [4,] -8.466667e+01 -1.290000e+02
## [5,] -3.166667e+01 -4.940000e+01
## [6,] -2.733333e+01 -3.620000e+01
## [7,] -6.466667e+01 -8.240000e+01
## [8,] -3.433333e+01 -4.320000e+01
## [9,] -3.233333e+01 -4.120000e+01
## [10,] -2.933333e+01 -3.820000e+01
## [11,] -2.833333e+01 -3.720000e+01
## [12,] -6.100000e+01 -8.760000e+01
## [13,] -3.233333e+01 -4.120000e+01
## [14,] -5.666667e+01 -7.440000e+01
## [15,] -3.233333e+01 -4.120000e+01
## [16,] -5.366667e+01 -7.140000e+01
## [17,] -3.433333e+01 -4.320000e+01
## [18,] -1.656308e-13 -2.376550e-13
## [19,] -5.566667e+01 -7.340000e+01
## [20,] -1.825552e-13 -1.798699e-13
## [21,] -3.433333e+01 -4.320000e+01
## [22,] -2.039763e-13 -3.844951e-13
## [23,] -1.870183e-13 -2.076289e-13
## [24,] -2.074446e-13 -2.755366e-13
## [25,] -6.200000e+01 -8.860000e+01
## [26,] -6.266667e+01 -8.040000e+01
## [27,] -4.000000e+01 -6.660000e+01
## [28,] -1.633333e+01 -2.520000e+01
## [29,] -1.705809e-13 -3.289724e-13
## [30,] -1.782495e-13 -2.795576e-13
## [31,] -1.636309e-13 -3.104119e-13
## [32,] -3.333333e+01 -4.220000e+01
## [33,] -3.433333e+01 -4.320000e+01
## [34,] -5.666667e+01 -7.440000e+01
## [35,] -5.466667e+01 -7.240000e+01
## [36,] -1.901163e-13 4.557144e-15
## [37,] -1.817995e-13 9.775983e-14
## [38,] -2.335918e-13 -1.301855e-13
## [39,] -7.800000e+01 -1.046000e+02
## [40,] -9.200000e+01 -1.186000e+02
## [41,] -1.123333e+02 -1.478000e+02
## [42,] -3.333333e+01 -4.220000e+01
## [43,] -2.166644e-13 -9.465787e-14
## [44,] -5.666667e+01 -7.440000e+01
## [45,] -1.096667e+02 -1.540000e+02
## [46,] -6.166667e+01 -7.940000e+01
## [47,] -5.666667e+01 -7.440000e+01
## [48,] -1.628220e-13 -2.641864e-13
## [49,] -3.033333e+01 -3.920000e+01
## [50,] -1.283333e+02 -1.904000e+02
## [51,] -3.233333e+01 -4.120000e+01
## [52,] -5.966667e+01 -7.740000e+01
## [53,] -8.500000e+01 -1.116000e+02
## [54,] -6.366667e+01 -8.140000e+01
## [55,] -1.851004e-13 -3.008053e-13
## [56,] -4.266667e+01 -6.040000e+01
## [57,] -2.352222e-13 -1.080659e-13
## [58,] -2.240071e-13 2.918830e-14
## [59,] -2.194348e-13 2.665682e-14
## [60,] -2.094977e-13 2.862450e-14
## [61,] -2.129602e-13 -1.392314e-14
## [62,] -4.666667e+01 -6.440000e+01
## [63,] -8.000000e+01 -1.066000e+02
## [64,] -2.833333e+01 -3.720000e+01
## [65,] -4.066667e+01 -5.840000e+01
## [66,] -1.500000e+01 -6.820000e+01
## [67,] -1.083333e+02 -1.438000e+02
## [68,] -1.959207e-13 -9.001817e-14
## [69,] -6.366667e+01 -8.140000e+01
## [70,] -2.933333e+01 -6.480000e+01
## [71,] 4.333333e+01 2.560000e+01
## [72,] -9.800000e+01 -1.512000e+02
## [73,] -3.433333e+01 -4.320000e+01
## [74,] -6.266667e+01 -8.040000e+01
## [75,] -2.131247e-13 -6.266096e-13
## [76,] -2.733333e+01 -3.620000e+01
## [77,] -8.100000e+01 -1.342000e+02
## [78,] -9.200000e+01 -1.452000e+02
## [79,] -1.909427e-13 -1.479988e-13
## [80,] -2.933333e+01 -3.820000e+01
## [81,] -2.049238e-13 -1.392098e-13
## [82,] -3.333333e+01 -4.220000e+01
## [83,] -5.233333e+01 -1.410000e+02
## [84,] -5.166667e+01 -6.940000e+01
## [85,] -7.300000e+01 -9.960000e+01
## [86,] -2.144536e-13 -2.713717e-14
## [87,] -2.248349e-13 1.274540e-13
## [88,] -6.566667e+01 -8.340000e+01
## [89,] -6.166667e+01 -7.940000e+01
## [90,] -2.533333e+01 -3.420000e+01
## [91,] -6.566667e+01 -8.340000e+01
## [92,] -6.566667e+01 -8.340000e+01
## [93,] -1.284099e-13 -1.165975e-13
## [94,] -1.183333e+02 -1.538000e+02
## [95,] -5.466667e+01 -7.240000e+01
## [96,] -1.901146e-13 -1.607456e-13
## [97,] -1.915906e-13 -2.050974e-13
## [98,] -5.666667e+01 -7.440000e+01
## [99,] -1.931757e-13 -2.191587e-13
## [100,] -2.533333e+01 -3.420000e+01
## [101,] -2.008443e-13 -1.697440e-13
## [102,] -1.886034e-13 -2.216902e-13
## [103,] -3.333333e+01 -4.220000e+01
## [104,] -1.792985e-13 -2.847240e-13
## [105,] -2.236050e-13 -4.693313e-13
## [106,] -1.093333e+02 -1.448000e+02
## [107,] -6.066667e+01 -7.840000e+01
## [108,] -3.966667e+01 -5.740000e+01
## [109,] -3.233333e+01 -4.120000e+01
## [110,] -6.166667e+01 -7.940000e+01
## [111,] -2.098882e-13 -4.769258e-13
## [112,] -1.769225e-13 -1.455543e-13
## [113,] -2.233333e+01 -3.120000e+01
## [114,] -3.433333e+01 -4.320000e+01
## [115,] -1.580110e-13 -3.441691e-14
## [116,] -3.133333e+01 -4.020000e+01
## [117,] -9.600000e+01 -1.226000e+02
## [118,] -5.966667e+01 -7.740000e+01
## [119,] -2.840551e-13 -2.047370e-13
## [120,] -3.433333e+01 -4.320000e+01
## [121,] -2.542669e-13 -9.415782e-14
## [122,] -2.733333e+01 -3.620000e+01
## [123,] -9.833333e+01 -1.338000e+02
## [124,] -2.518586e-13 -2.131390e-13
## [125,] -2.525420e-13 -2.504601e-13
## [126,] -6.166667e+01 -7.940000e+01
## [127,] -5.666667e+01 -7.440000e+01
## [128,] 3.766667e+01 -2.440000e+01
## [129,] -8.700000e+01 -1.136000e+02
## [130,] -1.300000e+02 -1.832000e+02
## [131,] -7.933333e+01 -1.148000e+02
## [132,] -6.633333e+01 -1.018000e+02
## [133,] -8.500000e+01 -1.116000e+02
## [134,] -7.666667e+01 -1.210000e+02
## [135,] -8.700000e+01 -1.136000e+02
## [136,] -3.233333e+01 -4.120000e+01
## [137,] -1.003333e+02 -1.358000e+02
## [138,] -5.666667e+01 -7.440000e+01
## [139,] -6.066667e+01 -7.840000e+01
## [140,] -3.333333e+01 -4.220000e+01
## [141,] -6.366667e+01 -8.140000e+01
## [142,] -5.966667e+01 -7.740000e+01
## [143,] -1.053333e+02 -1.408000e+02
## [144,] -8.500000e+01 -1.116000e+02
## [145,] -1.206667e+02 -1.650000e+02
## [146,] -2.220199e-13 -4.552700e-13
## [147,] -6.100000e+01 -8.760000e+01
## [148,] -7.000000e+01 -9.660000e+01
## [149,] -1.933333e+01 -2.820000e+01
## [150,] -3.333333e+01 -4.220000e+01
## [151,] -3.233333e+01 -4.120000e+01
## [152,] -5.866667e+01 -7.640000e+01
## [153,] -3.333333e+01 -4.220000e+01
## [154,] -2.466667e+01 -4.240000e+01
## [155,] -2.333333e+01 -3.220000e+01
## [156,] -1.690310e-13 -2.096147e-13
## [157,] -4.566667e+01 -6.340000e+01
## [158,] -8.700000e+01 -1.136000e+02
## [159,] -1.361213e-13 -2.236119e-13
## [160,] -1.003333e+02 -1.358000e+02
## [161,] -8.500000e+01 -1.116000e+02
## [162,] -1.991848e-13 -8.459510e-14
## [163,] -6.166667e+01 -7.940000e+01
## [164,] -3.033333e+01 -3.920000e+01
## [165,] -1.744181e-13 -7.380943e-14
## [166,] -3.033333e+01 -3.920000e+01
## [167,] -1.915569e-13 -1.450909e-13
## [168,] -2.464891e-13 -1.738630e-13
## [169,] -1.236882e-13 -6.187025e-15
## [170,] -2.105351e-13 -9.874768e-14
## [171,] -2.933333e+01 -3.820000e+01
## [172,] -2.131569e-13 -8.061289e-14
## [173,] -8.300000e+01 -1.096000e+02
## [174,] -1.266667e+01 -3.040000e+01
## [175,] -5.366667e+01 -7.140000e+01
## [176,] -7.300000e+01 -9.960000e+01
## [177,] -8.800000e+01 -1.146000e+02
## [178,] -2.733333e+01 -3.620000e+01
## [179,] -3.566667e+01 -5.340000e+01
## [180,] -3.866667e+01 -5.640000e+01
## [181,] 1.296667e+02 9.420000e+01
## [182,] -1.050000e+02 -1.848000e+02
## [183,] -6.433333e+01 -9.980000e+01
## [184,] -1.633333e+01 -2.520000e+01
## [185,] 1.483333e+02 1.040000e+02
## [186,] -3.233333e+01 -4.120000e+01
## [187,] -7.900000e+01 -1.056000e+02
## [188,] -7.800000e+01 -1.578000e+02
## [189,] -2.131628e-13 -2.660000e+01
## [190,] -1.043333e+02 -1.930000e+02
## [191,] 6.733333e+01 4.960000e+01
## [192,] -2.433333e+01 -3.320000e+01
## [193,] -1.771368e-13 -3.280012e-13
## [194,] 2.933333e+01 -6.820000e+01
## [195,] -2.633333e+01 -3.520000e+01
## [196,] 1.956667e+02 1.602000e+02
## [197,] -1.306667e+02 -2.016000e+02
## [198,] 1.873333e+02 6.320000e+01
## [199,] -6.833333e+01 -1.038000e+02
## [200,] -3.133333e+01 -4.020000e+01
## [201,] -2.200355e-13 -2.218771e-13
## [202,] -8.300000e+01 -1.096000e+02
## [203,] -6.366667e+01 -8.140000e+01
## [204,] -6.566667e+01 -8.340000e+01
## [205,] -2.933333e+01 -3.820000e+01
## [206,] -3.233333e+01 -4.120000e+01
## [207,] -3.433333e+01 -4.320000e+01
## [208,] -8.900000e+01 -1.156000e+02
## [209,] -3.033333e+01 -3.920000e+01
## [210,] -3.433333e+01 -4.320000e+01
## [211,] -4.766667e+01 -6.540000e+01
## [212,] -1.637211e-13 -2.331328e-13
## [213,] -5.766667e+01 -7.540000e+01
## [214,] -3.433333e+01 -4.320000e+01
## [215,] -2.733333e+01 -3.620000e+01
## [216,] -2.833333e+01 -3.720000e+01
## [217,] -3.333333e+01 -4.220000e+01
## [218,] -5.866667e+01 -7.640000e+01
## [219,] -3.133333e+01 -4.020000e+01
## [220,] -1.280000e+02 -1.812000e+02
## [221,] -1.667272e-13 -2.635286e-13
## [222,] -6.466667e+01 -8.240000e+01
## [223,] -5.866667e+01 -7.640000e+01
## [224,] -3.133333e+01 -4.020000e+01
## [225,] -6.133333e+01 -1.500000e+02
## [226,] -8.300000e+01 -1.362000e+02
## [227,] -3.233333e+01 -4.120000e+01
## [228,] -3.433333e+01 -4.320000e+01
## [229,] -3.433333e+01 -4.320000e+01
## [230,] -3.133333e+01 -4.020000e+01
## [231,] -1.375592e-13 -1.463114e-13
## [232,] -2.233333e+01 -3.120000e+01
## [233,] 4.433333e+01 -2.660000e+01
## [234,] -3.433333e+01 -4.320000e+01
## [235,] -1.066667e+01 -2.840000e+01
## [236,] -8.533333e+01 -1.208000e+02
## [237,] -9.866667e+01 -1.430000e+02
## [238,] -3.333333e+01 -4.220000e+01
## [239,] -2.833333e+01 -3.720000e+01
## [240,] -3.433333e+01 -4.320000e+01
## [241,] -4.600000e+01 -7.260000e+01
## [242,] -1.610701e-13 -2.446045e-13
## [243,] -3.033333e+01 -3.920000e+01
## [244,] -1.901628e-13 -3.184827e-13
## [245,] -1.778041e-13 1.982300e-14
## [246,] -6.366667e+01 -8.140000e+01
## [247,] -5.966667e+01 -7.740000e+01
## [248,] -3.133333e+01 -4.020000e+01
## [249,] -2.487220e-13 -2.450228e-13
## [250,] -3.233333e+01 -4.120000e+01
## [251,] -6.800000e+01 -9.460000e+01
## [252,] -3.266667e+01 -7.700000e+01
## [253,] -1.178917e-13 2.504941e-14
## [254,] -5.566667e+01 -7.340000e+01
## [255,] -2.101314e-13 -3.498101e-13
## [256,] -2.033646e-13 -3.759651e-13
## [257,] -2.109724e-13 -1.426090e-13
## [258,] -2.833333e+01 -3.720000e+01
## [259,] 4.666667e+01 1.120000e+01
## [260,] -6.166667e+01 -7.940000e+01
## [261,] -6.500000e+01 -1.182000e+02
## [262,] -8.000000e+01 -1.066000e+02
## [263,] -5.200000e+01 -7.860000e+01
## [264,] -3.333333e+01 -4.220000e+01
## [265,] -8.733333e+01 -1.228000e+02
## [266,] -7.100000e+01 -9.760000e+01
## [267,] -1.153815e-13 -2.932470e-14
## [268,] -3.433333e+01 -4.320000e+01
## [269,] -6.266667e+01 -8.040000e+01
## [270,] -5.666667e+01 -7.440000e+01
## [271,] -2.004149e-13 -5.206455e-14
## [272,] -3.194145e-13 -2.598546e-13
## [273,] -5.766667e+01 -7.540000e+01
## [274,] -2.433333e+01 -3.320000e+01
## [275,] -3.333333e+01 -4.220000e+01
## [276,] -1.725998e-13 -2.252364e-13
## [277,] -3.233333e+01 -4.120000e+01
## [278,] -6.166667e+01 -7.940000e+01
## [279,] -5.766667e+01 -7.540000e+01
## [280,] -1.431763e-13 -2.357550e-13
## [281,] -6.066667e+01 -7.840000e+01
## [282,] -1.629027e-13 -8.967861e-14
## [283,] -5.066667e+01 -6.840000e+01
## [284,] 2.400000e+01 -2.600000e+00
## [285,] -7.800000e+01 -1.046000e+02
## [286,] -2.563201e-13 -4.062007e-13
## [287,] -2.007351e-13 -2.000344e-13
## [288,] -3.433333e+01 -4.320000e+01
## [289,] -1.606953e-13 -6.942340e-14
## [290,] -2.733333e+01 -3.620000e+01
## [291,] -4.766667e+01 -6.540000e+01
## [292,] -9.833333e+01 -1.338000e+02
## [293,] -2.328235e-13 -5.392742e-13
## [294,] -3.133333e+01 -4.020000e+01
## [295,] -1.912090e-13 -1.596362e-13
## [296,] -1.633333e+01 -2.520000e+01
## [297,] 5.966667e+01 5.080000e+01
## [298,] -1.769076e-13 -1.383807e-13
## [299,] -2.633333e+01 -3.520000e+01
## [300,] -5.566667e+01 -7.340000e+01
## [301,] -6.066667e+01 -7.840000e+01
## [302,] -3.433333e+01 -4.320000e+01
## [303,] -5.466667e+01 -7.240000e+01
## [304,] -2.012797e-13 3.538836e-14
## [305,] -2.302384e-13 -5.734741e-14
## [306,] -3.433333e+01 -4.320000e+01
## [307,] -6.566667e+01 -8.340000e+01
## [308,] -2.002012e-13 -1.474223e-13
## [309,] -1.907996e-13 -3.276395e-14
## [310,] -2.197092e-13 -6.192678e-14
## [311,] -1.833647e-13 -1.289384e-13
## [312,] -2.433333e+01 -3.320000e+01
## [313,] -1.060636e-13 -6.417815e-14
## [314,] -2.236983e-13 -2.573396e-13
## [315,] -1.976150e-13 -7.378905e-14
## [316,] -3.233333e+01 -4.120000e+01
## [317,] -2.169324e-13 -1.751793e-13
## [318,] -6.266667e+01 -8.040000e+01
## [319,] -1.983630e-13 -5.422290e-13
## [320,] -1.691049e-13 -2.846206e-13
## [321,] -2.318588e-13 3.388760e-14
## [322,] -5.900000e+01 -8.560000e+01
## [323,] -8.700000e+01 -1.136000e+02
## [324,] -5.666667e+01 -7.440000e+01
## [325,] -5.366667e+01 -7.140000e+01
## [326,] -3.433333e+01 -4.320000e+01
## [327,] 8.000000e+00 -1.860000e+01
## [328,] -7.133333e+01 -1.068000e+02
## [329,] -5.766667e+01 -7.540000e+01
## [330,] -3.333333e-01 -9.200000e+00
## [331,] -5.766667e+01 -7.540000e+01
## [332,] 4.433333e+01 1.136868e-13
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