Specify Vector Autoregressive (VAR(p = 1)) Model using dynr
Source:R/fitAutoReg-model-var-p1-dynr.R
ModelVARP1Dynr.RdThis function specifies a VAR(p = 1) model
using the dynr::dynr.model() package.
Usage
ModelVARP1Dynr(data, outfile = tempfile())Arguments
- data
Numeric matrix. The time series data with dimensions
tbyk, wheretis the number of observations andkis the number of variables.- outfile
a character string of the name of the output C script of model functions to be compiled for parameter estimation. The default is the name for a potential temporary file returned by tempfile().
See also
Other Fitting Autoregressive Model Functions:
FitMLVARDynr(),
FitMLVARMplus(),
FitVARDynr(),
FitVARLassoSearch(),
FitVARLasso(),
FitVARMplus(),
FitVAROLS(),
LambdaSeq(),
ModelVARP2Dynr(),
OrigScale(),
PBootVARExoLasso(),
PBootVARExoOLS(),
PBootVARLasso(),
PBootVAROLS(),
RBootVARExoLasso(),
RBootVARExoOLS(),
RBootVARLasso(),
RBootVAROLS(),
SearchVARLasso(),
StdMat()
Examples
ModelVARP1Dynr(data = dat_p1)
#> $dynamics
#> $values.dyn
#> [[1]]
#> eta_1l1 eta_2l1 eta_3l1
#> eta_1 0 0 0
#> eta_2 0 0 0
#> eta_3 0 0 0
#>
#>
#> $params.dyn
#> [[1]]
#> eta_1l1 eta_2l1 eta_3l1
#> eta_1 1 4 7
#> eta_2 2 5 8
#> eta_3 3 6 9
#>
#>
#> $values.exo
#> list()
#>
#> $params.exo
#> list()
#>
#> $values.int
#> [[1]]
#> [,1]
#> [1,] 0
#> [2,] 0
#> [3,] 0
#>
#>
#> $params.int
#> [[1]]
#> [,1]
#> [1,] 10
#> [2,] 11
#> [3,] 12
#>
#>
#> $covariates
#> character(0)
#>
#> $isContinuousTime
#> [1] FALSE
#>
#>
#> $measurement
#> $values.load
#> [[1]]
#> eta_1 eta_2 eta_3
#> y_1 1 0 0
#> y_2 0 1 0
#> y_3 0 0 1
#>
#>
#> $params.load
#> [[1]]
#> eta_1 eta_2 eta_3
#> y_1 0 0 0
#> y_2 0 0 0
#> y_3 0 0 0
#>
#>
#> $values.exo
#> list()
#>
#> $params.exo
#> list()
#>
#> $values.int
#> list()
#>
#> $params.int
#> list()
#>
#> $state.names
#> [1] "eta_1" "eta_2" "eta_3"
#>
#> $obs.names
#> [1] "y_1" "y_2" "y_3"
#>
#> $exo.names
#> character(0)
#>
#>
#> $noise
#> $values.latent
#> [[1]]
#> [,1] [,2] [,3]
#> [1,] 1 0 0
#> [2,] 0 1 0
#> [3,] 0 0 1
#>
#>
#> $params.latent
#> [[1]]
#> [,1] [,2] [,3]
#> [1,] 13 14 15
#> [2,] 14 16 17
#> [3,] 15 17 18
#>
#>
#> $values.observed
#> [[1]]
#> [,1] [,2] [,3]
#> [1,] 0 0 0
#> [2,] 0 0 0
#> [3,] 0 0 0
#>
#>
#> $params.observed
#> [[1]]
#> [,1] [,2] [,3]
#> [1,] 0 0 0
#> [2,] 0 0 0
#> [3,] 0 0 0
#>
#>
#> $values.latent.inv.ldl
#> [[1]]
#> [,1] [,2] [,3]
#> [1,] 0 0 0
#> [2,] 0 0 0
#> [3,] 0 0 0
#>
#>
#> $values.observed.inv.ldl
#> [[1]]
#> [,1] [,2] [,3]
#> [1,] -13.81551 0.00000 0.00000
#> [2,] 0.00000 -13.81551 0.00000
#> [3,] 0.00000 0.00000 -13.81551
#>
#>
#>
#> $initial
#> $values.inistate
#> [[1]]
#> [,1]
#> [1,] 0
#> [2,] 0
#> [3,] 0
#>
#>
#> $params.inistate
#> [[1]]
#> [,1]
#> [1,] 19
#> [2,] 20
#> [3,] 21
#>
#>
#> $values.inicov
#> [[1]]
#> [,1] [,2] [,3]
#> [1,] 1 0 0
#> [2,] 0 1 0
#> [3,] 0 0 1
#>
#>
#> $values.inicov.inv.ldl
#> [[1]]
#> [,1] [,2] [,3]
#> [1,] 0 0 0
#> [2,] 0 0 0
#> [3,] 0 0 0
#>
#>
#> $params.inicov
#> [[1]]
#> eta_1 eta_2 eta_3
#> eta_1 22 23 24
#> eta_2 23 25 26
#> eta_3 24 26 27
#>
#>
#> $values.regimep
#> [,1]
#> [1,] 1
#>
#> $params.regimep
#> [,1]
#> [1,] 0
#>
#> $covariates
#> character(0)
#>
#> $deviation
#> [1] FALSE
#>
#> $refRow
#> numeric(0)
#>
#>
#> $regimes
#> $values
#> <0 x 0 matrix>
#>
#> $params
#> <0 x 0 matrix>
#>
#> $covariates
#> character(0)
#>
#> $deviation
#> logical(0)
#>
#> $refRow
#> numeric(0)
#>
#>
#> $transform
#> $tfun
#> function (vec)
#> {
#> vec[c(13, 14, 15, 16, 17, 18)] = as.vector(transldl(matrix(c(vec[13],
#> vec[14], vec[15], vec[14], vec[16], vec[17], vec[15],
#> vec[17], vec[18]), ncol = 3)))[c(1, 2, 3, 5, 6, 9)]
#> vec[c(22, 23, 24, 25, 26, 27)] = as.vector(transldl(matrix(c(vec[22],
#> vec[23], vec[24], vec[23], vec[25], vec[26], vec[24],
#> vec[26], vec[27]), ncol = 3)))[c(1, 2, 3, 5, 6, 9)]
#> return(vec)
#> }
#> <environment: 0x5619c69e0a50>
#>
#> $inv.tfun
#> function (vec)
#> {
#> return(vec)
#> }
#> <environment: 0x5619c69e0a50>
#>
#> $inv.tfun.full
#> function (vec)
#> {
#> vec[c(13, 14, 15, 16, 17, 18)] = as.vector(reverseldl(matrix(c(vec[13],
#> vec[14], vec[15], vec[14], vec[16], vec[17], vec[15],
#> vec[17], vec[18]), ncol = 3)))[c(1, 2, 3, 5, 6, 9)]
#> vec[c(22, 23, 24, 25, 26, 27)] = as.vector(reverseldl(matrix(c(vec[22],
#> vec[23], vec[24], vec[23], vec[25], vec[26], vec[24],
#> vec[26], vec[27]), ncol = 3)))[c(1, 2, 3, 5, 6, 9)]
#> return(vec)
#> }
#> <environment: 0x5619c69e0a50>
#>
#> $formula.trans
#> list()
#>
#> $formula.inv
#> list()
#>
#> $transCcode
#> [1] FALSE
#>
#>
#> $data
#> $id
#> [1] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [38] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [75] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [112] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [149] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [186] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [223] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [260] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [297] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [334] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [371] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [408] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [445] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [482] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [519] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [556] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [593] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [630] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [667] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [704] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [741] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [778] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [815] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [852] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [889] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [926] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [963] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [1000] 1
#>
#> $tstart
#> [1] 0 1000
#>
#> $time
#> [1] 1 2 3 4 5 6 7 8 9 10 11 12 13 14
#> [15] 15 16 17 18 19 20 21 22 23 24 25 26 27 28
#> [29] 29 30 31 32 33 34 35 36 37 38 39 40 41 42
#> [43] 43 44 45 46 47 48 49 50 51 52 53 54 55 56
#> [57] 57 58 59 60 61 62 63 64 65 66 67 68 69 70
#> [71] 71 72 73 74 75 76 77 78 79 80 81 82 83 84
#> [85] 85 86 87 88 89 90 91 92 93 94 95 96 97 98
#> [99] 99 100 101 102 103 104 105 106 107 108 109 110 111 112
#> [113] 113 114 115 116 117 118 119 120 121 122 123 124 125 126
#> [127] 127 128 129 130 131 132 133 134 135 136 137 138 139 140
#> [141] 141 142 143 144 145 146 147 148 149 150 151 152 153 154
#> [155] 155 156 157 158 159 160 161 162 163 164 165 166 167 168
#> [169] 169 170 171 172 173 174 175 176 177 178 179 180 181 182
#> [183] 183 184 185 186 187 188 189 190 191 192 193 194 195 196
#> [197] 197 198 199 200 201 202 203 204 205 206 207 208 209 210
#> [211] 211 212 213 214 215 216 217 218 219 220 221 222 223 224
#> [225] 225 226 227 228 229 230 231 232 233 234 235 236 237 238
#> [239] 239 240 241 242 243 244 245 246 247 248 249 250 251 252
#> [253] 253 254 255 256 257 258 259 260 261 262 263 264 265 266
#> [267] 267 268 269 270 271 272 273 274 275 276 277 278 279 280
#> [281] 281 282 283 284 285 286 287 288 289 290 291 292 293 294
#> [295] 295 296 297 298 299 300 301 302 303 304 305 306 307 308
#> [309] 309 310 311 312 313 314 315 316 317 318 319 320 321 322
#> [323] 323 324 325 326 327 328 329 330 331 332 333 334 335 336
#> [337] 337 338 339 340 341 342 343 344 345 346 347 348 349 350
#> [351] 351 352 353 354 355 356 357 358 359 360 361 362 363 364
#> [365] 365 366 367 368 369 370 371 372 373 374 375 376 377 378
#> [379] 379 380 381 382 383 384 385 386 387 388 389 390 391 392
#> [393] 393 394 395 396 397 398 399 400 401 402 403 404 405 406
#> [407] 407 408 409 410 411 412 413 414 415 416 417 418 419 420
#> [421] 421 422 423 424 425 426 427 428 429 430 431 432 433 434
#> [435] 435 436 437 438 439 440 441 442 443 444 445 446 447 448
#> [449] 449 450 451 452 453 454 455 456 457 458 459 460 461 462
#> [463] 463 464 465 466 467 468 469 470 471 472 473 474 475 476
#> [477] 477 478 479 480 481 482 483 484 485 486 487 488 489 490
#> [491] 491 492 493 494 495 496 497 498 499 500 501 502 503 504
#> [505] 505 506 507 508 509 510 511 512 513 514 515 516 517 518
#> [519] 519 520 521 522 523 524 525 526 527 528 529 530 531 532
#> [533] 533 534 535 536 537 538 539 540 541 542 543 544 545 546
#> [547] 547 548 549 550 551 552 553 554 555 556 557 558 559 560
#> [561] 561 562 563 564 565 566 567 568 569 570 571 572 573 574
#> [575] 575 576 577 578 579 580 581 582 583 584 585 586 587 588
#> [589] 589 590 591 592 593 594 595 596 597 598 599 600 601 602
#> [603] 603 604 605 606 607 608 609 610 611 612 613 614 615 616
#> [617] 617 618 619 620 621 622 623 624 625 626 627 628 629 630
#> [631] 631 632 633 634 635 636 637 638 639 640 641 642 643 644
#> [645] 645 646 647 648 649 650 651 652 653 654 655 656 657 658
#> [659] 659 660 661 662 663 664 665 666 667 668 669 670 671 672
#> [673] 673 674 675 676 677 678 679 680 681 682 683 684 685 686
#> [687] 687 688 689 690 691 692 693 694 695 696 697 698 699 700
#> [701] 701 702 703 704 705 706 707 708 709 710 711 712 713 714
#> [715] 715 716 717 718 719 720 721 722 723 724 725 726 727 728
#> [729] 729 730 731 732 733 734 735 736 737 738 739 740 741 742
#> [743] 743 744 745 746 747 748 749 750 751 752 753 754 755 756
#> [757] 757 758 759 760 761 762 763 764 765 766 767 768 769 770
#> [771] 771 772 773 774 775 776 777 778 779 780 781 782 783 784
#> [785] 785 786 787 788 789 790 791 792 793 794 795 796 797 798
#> [799] 799 800 801 802 803 804 805 806 807 808 809 810 811 812
#> [813] 813 814 815 816 817 818 819 820 821 822 823 824 825 826
#> [827] 827 828 829 830 831 832 833 834 835 836 837 838 839 840
#> [841] 841 842 843 844 845 846 847 848 849 850 851 852 853 854
#> [855] 855 856 857 858 859 860 861 862 863 864 865 866 867 868
#> [869] 869 870 871 872 873 874 875 876 877 878 879 880 881 882
#> [883] 883 884 885 886 887 888 889 890 891 892 893 894 895 896
#> [897] 897 898 899 900 901 902 903 904 905 906 907 908 909 910
#> [911] 911 912 913 914 915 916 917 918 919 920 921 922 923 924
#> [925] 925 926 927 928 929 930 931 932 933 934 935 936 937 938
#> [939] 939 940 941 942 943 944 945 946 947 948 949 950 951 952
#> [953] 953 954 955 956 957 958 959 960 961 962 963 964 965 966
#> [967] 967 968 969 970 971 972 973 974 975 976 977 978 979 980
#> [981] 981 982 983 984 985 986 987 988 989 990 991 992 993 994
#> [995] 995 996 997 998 999 1000
#>
#> $observed
#> obs1 obs2 obs3
#> 1 -7.295507e-01 2.541610808 2.44079717
#> 2 6.762748e-01 1.404643593 2.93013858
#> 3 -1.940259e-01 3.093940772 3.39395747
#> 4 1.216538e+00 3.683897051 3.58311686
#> 5 7.859510e-01 3.183187676 2.59152153
#> 6 3.486631e+00 3.011346313 1.57100386
#> 7 2.823481e+00 2.226144390 0.52138431
#> 8 2.206503e+00 1.564789473 1.27564632
#> 9 7.611960e-01 2.551717432 1.68633024
#> 10 4.744830e-01 3.648256323 2.67769820
#> 11 1.266778e+00 2.645795012 4.12969445
#> 12 -2.359844e-01 2.359677708 3.54577279
#> 13 1.728157e+00 2.306522889 2.69211738
#> 14 1.884942e+00 1.503503881 1.74251569
#> 15 2.978527e+00 1.324116674 2.37405611
#> 16 3.466439e+00 0.128898565 2.56546544
#> 17 2.944903e+00 1.577762863 2.81893563
#> 18 2.673868e+00 -0.314207907 3.22084040
#> 19 2.239833e+00 2.353981986 2.24383643
#> 20 1.158904e+00 4.600571386 2.25406018
#> 21 -8.169654e-01 3.864674493 1.80025393
#> 22 -5.255947e-03 2.392275094 1.87618151
#> 23 9.996970e-01 2.947528816 -0.97805999
#> 24 1.717402e+00 2.149427829 1.27229243
#> 25 -2.654081e-01 1.471338592 0.97266601
#> 26 2.746477e+00 0.855278985 1.10441593
#> 27 2.032991e+00 1.832176085 1.66225888
#> 28 1.798768e+00 0.853425082 2.35416011
#> 29 2.416470e+00 2.311728588 -0.07742598
#> 30 1.760925e+00 2.999084783 1.55694268
#> 31 1.427172e+00 1.829980643 2.39666464
#> 32 2.742912e+00 1.735773744 0.46797384
#> 33 2.628067e+00 0.837163124 2.71800127
#> 34 8.585793e-01 2.230931750 2.09361171
#> 35 2.710086e+00 2.329217488 0.62871401
#> 36 1.859377e+00 2.237563936 2.23026348
#> 37 2.046116e+00 1.102960919 3.36960873
#> 38 1.009366e+00 2.404144640 4.30390993
#> 39 3.661340e+00 2.004126108 3.76336389
#> 40 3.588850e+00 1.681152481 2.72316967
#> 41 3.013201e+00 2.962789610 1.91769360
#> 42 3.038145e+00 3.370268399 1.98405405
#> 43 2.313821e+00 2.426072532 3.16992613
#> 44 1.745975e+00 2.926580384 3.86473786
#> 45 2.450116e+00 1.522222694 1.41038553
#> 46 2.941894e+00 2.001105478 2.49714054
#> 47 1.190599e+00 2.858837004 1.03819204
#> 48 2.680971e+00 3.494720898 0.83551230
#> 49 7.215591e-01 1.597956623 2.71462001
#> 50 4.010298e-01 0.819115339 2.51565594
#> 51 2.507450e+00 2.125409966 1.83662361
#> 52 1.582889e+00 1.828610673 2.40930416
#> 53 2.822010e+00 0.225879549 3.88170369
#> 54 2.096020e+00 0.287811837 3.71159427
#> 55 2.758200e+00 1.092195629 2.92452746
#> 56 9.152990e-01 0.642785831 1.69277619
#> 57 4.904057e-01 1.498487830 3.64484905
#> 58 -5.049708e-01 1.331402175 3.31373990
#> 59 1.276204e+00 2.272097105 3.64462913
#> 60 2.013619e+00 0.791915715 4.12832053
#> 61 3.686354e+00 4.541130588 4.36879903
#> 62 4.322428e+00 3.838743336 3.41278253
#> 63 2.024611e+00 2.586183038 4.70397106
#> 64 8.475036e-01 2.838816853 3.23661708
#> 65 4.132484e-01 2.224468139 3.35088760
#> 66 1.169774e+00 3.426202667 2.11655451
#> 67 2.469497e+00 2.544115613 2.18918298
#> 68 8.272281e-01 3.419902214 0.64823364
#> 69 1.252824e+00 1.089205955 1.19487968
#> 70 1.271040e+00 1.820686188 1.53921532
#> 71 2.436759e+00 0.983631998 0.55523482
#> 72 1.122337e+00 1.434205185 1.00452656
#> 73 -2.708832e-02 1.824705442 1.27330437
#> 74 3.086289e+00 0.264118224 1.89944768
#> 75 3.373833e+00 -0.188084034 1.62717005
#> 76 1.262963e+00 2.384008763 0.85664203
#> 77 2.228486e-01 1.379692943 0.87520831
#> 78 -5.536478e-05 1.566089005 1.17845476
#> 79 -1.256012e+00 0.819202826 1.69039461
#> 80 -7.192263e-02 0.521669106 2.35573491
#> 81 7.171065e-01 1.823915698 1.27842294
#> 82 5.198558e-01 1.553351533 2.42946796
#> 83 1.915037e+00 1.929725759 0.84691286
#> 84 2.020119e+00 2.903588357 1.84583528
#> 85 2.585987e+00 2.578430440 3.54879529
#> 86 1.277578e+00 1.556513829 3.80446436
#> 87 1.506831e+00 0.752894171 4.74828849
#> 88 8.242542e-01 0.535168793 2.81814354
#> 89 2.056928e+00 0.538110778 2.54630252
#> 90 1.637872e-01 0.999124598 3.48474774
#> 91 1.096462e+00 3.061093303 3.69260316
#> 92 4.241536e-01 2.699493374 2.99587852
#> 93 1.767524e+00 1.582237623 0.99391342
#> 94 5.911171e-01 3.405422625 2.32665398
#> 95 8.073277e-01 1.852425144 1.43760721
#> 96 1.866499e+00 0.233342189 1.66294115
#> 97 2.078746e+00 0.336352529 2.41297425
#> 98 1.933824e+00 1.738462520 3.99859461
#> 99 1.682055e+00 3.931485611 3.11029146
#> 100 2.003545e+00 4.649356167 3.42884132
#> 101 1.485892e+00 4.064456963 1.98781107
#> 102 1.224256e+00 2.663619816 2.95298022
#> 103 6.985227e-01 1.810892990 2.50872830
#> 104 3.605133e-01 2.342761844 3.50126638
#> 105 8.595845e-01 3.049852985 5.61898708
#> 106 2.101889e+00 3.865112680 3.29272221
#> 107 2.176222e-01 5.199110489 3.56854670
#> 108 6.033853e-01 3.900953428 4.53003222
#> 109 8.976564e-01 2.418559601 4.22637502
#> 110 9.985102e-01 1.196816574 3.95810664
#> 111 1.606343e+00 0.462047327 4.36269140
#> 112 1.536719e+00 -0.142408960 7.09537212
#> 113 1.024611e+00 1.345875536 4.25488120
#> 114 1.446776e+00 1.283436146 2.39162798
#> 115 2.780685e+00 2.403634176 2.84176539
#> 116 2.798602e+00 3.855093907 2.68167179
#> 117 1.272626e+00 3.028014109 1.06475667
#> 118 2.225160e+00 3.327130746 2.31360415
#> 119 2.025286e+00 2.978003403 3.01333447
#> 120 2.570849e+00 0.811598108 2.23363901
#> 121 2.014910e+00 1.164108361 2.98383244
#> 122 1.572315e+00 1.394159752 2.72589984
#> 123 1.250623e+00 0.505773774 2.43676166
#> 124 5.821697e-01 -0.216199282 3.25160220
#> 125 1.232445e+00 1.177220000 2.94617224
#> 126 2.605879e+00 2.416833897 2.75969317
#> 127 3.212963e+00 1.568397036 2.43157778
#> 128 2.065481e+00 1.594287584 2.89857432
#> 129 1.216224e+00 0.562878555 3.28145261
#> 130 1.155741e+00 0.771795614 1.92552786
#> 131 1.091671e+00 0.404323742 2.29068140
#> 132 5.990772e-01 0.922266690 2.17029374
#> 133 2.157592e+00 0.682150212 4.09716691
#> 134 4.373477e-01 2.980061313 4.07133586
#> 135 6.621252e-01 3.700400704 3.71153998
#> 136 1.099059e+00 1.982879361 3.86895573
#> 137 8.671734e-01 2.919926763 4.26196635
#> 138 2.000818e+00 1.229527786 5.99381111
#> 139 2.128395e+00 2.896678604 4.58578730
#> 140 9.880206e-01 4.794413107 3.27972658
#> 141 1.466510e+00 2.830816256 2.37125606
#> 142 1.696756e+00 1.705782792 0.37391897
#> 143 1.948724e+00 0.203862767 0.46507406
#> 144 4.363685e-01 1.497156061 2.17428212
#> 145 -1.956782e-01 1.831891288 1.67256591
#> 146 -2.954699e-01 1.307272780 2.75180720
#> 147 1.143792e+00 0.462714526 5.99755205
#> 148 2.272277e+00 1.139254993 4.46084430
#> 149 2.389123e+00 1.359803447 2.22209643
#> 150 3.617957e+00 2.472840962 1.39295521
#> 151 2.844424e+00 3.762083973 2.36957878
#> 152 2.089248e+00 2.522528422 3.48319207
#> 153 1.747012e+00 2.683229083 3.73474108
#> 154 1.398963e+00 1.632205011 4.68432986
#> 155 3.438854e+00 3.948804365 3.93964643
#> 156 2.696689e+00 4.193651620 4.19500684
#> 157 2.206048e+00 2.812790744 3.73762554
#> 158 1.451083e+00 2.818283689 2.91937224
#> 159 2.315263e+00 4.184046268 3.75227798
#> 160 2.341569e+00 3.284634202 2.66963496
#> 161 2.614450e+00 3.824487793 3.08602266
#> 162 3.334228e+00 2.789709454 2.33110969
#> 163 3.528895e+00 2.908633050 2.65858628
#> 164 3.749605e+00 2.449854804 3.31186225
#> 165 1.503499e+00 3.161576719 3.15832240
#> 166 3.372178e+00 3.234279110 3.73656833
#> 167 1.919828e+00 2.158296194 3.75694676
#> 168 1.779094e+00 0.284008728 3.87509024
#> 169 7.377563e-01 -0.539054613 3.53446281
#> 170 1.220732e+00 0.467810262 3.53245343
#> 171 4.498929e-01 1.389028206 3.97509340
#> 172 2.395671e+00 1.181970032 4.52497518
#> 173 3.196182e+00 -0.421438669 3.58660198
#> 174 2.729630e+00 -0.181577049 3.52762404
#> 175 1.685007e+00 0.842872628 1.88229332
#> 176 2.444023e+00 1.561583263 1.15442635
#> 177 2.504951e+00 1.005369662 2.15895752
#> 178 2.955426e+00 2.554377981 2.61525895
#> 179 3.001634e+00 1.292900129 2.52358159
#> 180 3.176332e+00 0.918077124 1.19476927
#> 181 1.258594e+00 2.366009677 1.31969696
#> 182 1.849803e+00 1.943599077 2.09786169
#> 183 1.783131e+00 1.971959461 3.36463801
#> 184 2.550968e+00 2.430261381 3.42271131
#> 185 1.133789e+00 1.278885405 2.26435372
#> 186 2.121388e+00 2.080807809 3.03221331
#> 187 1.239631e+00 2.519837389 2.65133923
#> 188 1.362205e+00 2.620255989 2.81227140
#> 189 1.879083e+00 2.960592964 3.42484251
#> 190 2.177954e+00 3.475346126 2.02074569
#> 191 1.495272e+00 2.110556794 2.91842806
#> 192 5.307921e-01 2.645058079 0.42171492
#> 193 9.154140e-01 1.343172737 2.23496432
#> 194 -3.152755e-01 1.021029803 2.80200038
#> 195 4.673760e-01 1.302574560 2.34486130
#> 196 1.264392e+00 0.726279195 2.19488342
#> 197 1.400513e+00 2.987695859 2.44987689
#> 198 -2.752409e-01 1.907491561 3.52477272
#> 199 3.171841e-01 2.524052085 4.29221107
#> 200 2.580287e-01 2.668283984 2.43920312
#> 201 1.446847e+00 1.277878260 3.68580138
#> 202 1.916179e+00 2.751008530 3.38828710
#> 203 1.292583e+00 3.189681978 2.55244973
#> 204 2.134897e+00 2.695772101 -1.28578728
#> 205 4.450616e-01 2.501723308 -0.31435956
#> 206 1.320632e-01 2.782365979 0.26305931
#> 207 2.445482e+00 3.078191021 0.09865077
#> 208 1.214982e+00 3.297992511 0.37594670
#> 209 3.649982e+00 2.602899997 3.18238443
#> 210 3.962390e+00 3.443806130 2.92763205
#> 211 3.068600e+00 3.438510407 4.85081676
#> 212 1.934350e+00 2.450590244 4.65767439
#> 213 6.813372e-01 0.768139603 3.74864928
#> 214 1.338102e+00 2.229284940 2.18258776
#> 215 1.334479e+00 2.107550833 1.97744445
#> 216 1.610515e+00 3.463670128 2.49830841
#> 217 1.233421e+00 2.064613874 3.11746946
#> 218 2.334714e+00 0.444604277 2.34671738
#> 219 2.078651e+00 2.101564987 2.84365001
#> 220 2.880891e+00 2.564983765 2.51811040
#> 221 1.724066e+00 3.481743706 0.76468858
#> 222 9.129844e-01 3.376103045 1.76833884
#> 223 -1.499261e-01 3.883759083 3.22103602
#> 224 1.055910e+00 4.239191890 2.20679719
#> 225 8.960616e-01 2.715061427 2.55516261
#> 226 3.294115e+00 1.461372385 2.74945259
#> 227 1.504014e+00 -0.314298714 2.84252108
#> 228 6.567170e-01 1.718284488 1.82228871
#> 229 8.998296e-02 2.892296741 2.05910772
#> 230 2.228548e+00 1.533177100 3.59511816
#> 231 7.465447e-01 4.077147749 2.36807872
#> 232 2.564181e+00 3.323839552 0.93441972
#> 233 2.287394e+00 2.252547609 1.89325279
#> 234 2.987495e+00 1.818415771 4.95180005
#> 235 3.308982e+00 2.539809091 5.64833974
#> 236 8.754296e-01 3.916912794 3.79441990
#> 237 3.141509e+00 3.200473110 2.26659337
#> 238 2.761352e-01 4.218347638 2.26369122
#> 239 4.556629e-01 5.304744109 3.05990637
#> 240 5.917521e-01 4.685595404 1.51806713
#> 241 3.110131e+00 4.290691244 3.54787160
#> 242 3.077119e+00 4.088746724 2.76784448
#> 243 2.974114e+00 3.487399361 1.01988064
#> 244 1.701092e+00 2.684899053 0.88454659
#> 245 1.282823e+00 2.759029775 -0.51506203
#> 246 1.234273e+00 3.509520274 1.82979573
#> 247 2.664843e+00 3.641183498 2.22759670
#> 248 2.484024e+00 1.551668936 1.62265813
#> 249 2.617890e+00 2.560703767 1.58704700
#> 250 2.088177e+00 3.248424480 2.08659410
#> 251 1.200822e+00 1.215019794 2.07410222
#> 252 4.484881e-01 0.942414676 1.20441131
#> 253 2.699704e+00 0.995968740 1.84649419
#> 254 2.104649e+00 0.117702817 2.86303172
#> 255 1.747157e+00 1.448697215 2.73219600
#> 256 2.105493e+00 2.926817296 3.10058053
#> 257 1.430480e+00 2.787264029 3.45102868
#> 258 3.203196e+00 2.122965262 2.64530715
#> 259 1.636250e+00 1.241308662 1.93033984
#> 260 -1.352758e-01 0.965830695 1.41332322
#> 261 -1.387804e+00 1.311781497 2.36623888
#> 262 1.189037e+00 2.384999412 3.83685814
#> 263 1.834470e+00 3.537002520 2.63835982
#> 264 8.865369e-01 3.043455412 2.92175810
#> 265 1.802611e+00 3.433596554 2.39475133
#> 266 1.880640e+00 4.713960987 2.51486532
#> 267 2.706162e+00 2.019728126 3.15677262
#> 268 3.353935e+00 2.232850493 2.66867099
#> 269 2.828088e+00 3.047157826 1.48201435
#> 270 1.116548e+00 2.788460017 2.52697866
#> 271 1.717089e+00 1.567012023 2.41736855
#> 272 1.613701e+00 2.143660514 2.75171060
#> 273 1.853252e+00 2.656470335 4.72947677
#> 274 1.858977e+00 2.644319313 5.10704326
#> 275 8.902021e-01 0.762353720 5.04641297
#> 276 2.705004e-01 2.020355852 2.56950507
#> 277 1.191885e+00 1.424712949 3.53878536
#> 278 3.123996e+00 2.089336605 2.41976284
#> 279 2.459712e+00 -1.049355560 4.09838105
#> 280 2.243091e+00 0.304607405 3.23570407
#> 281 1.575368e+00 2.186285529 2.87530807
#> 282 1.853320e+00 0.900452178 2.05990386
#> 283 2.214201e+00 2.062977264 1.62493100
#> 284 1.875888e+00 0.666537265 0.49837039
#> 285 1.423132e+00 0.717687115 2.03367403
#> 286 9.106779e-01 -0.131752977 2.29966730
#> 287 -4.057350e-01 -0.099372806 2.93934293
#> 288 -6.188414e-01 2.129660639 2.83817848
#> 289 1.595456e+00 1.806980226 2.22368552
#> 290 1.185678e-01 3.518761960 2.97457544
#> 291 -2.461313e-02 1.841900450 3.42573982
#> 292 -9.257320e-01 2.603555559 1.87610605
#> 293 -1.615322e+00 3.498421484 1.91378005
#> 294 3.040321e-01 2.937684560 2.39729108
#> 295 4.187356e-01 4.635966364 2.13059109
#> 296 2.091939e+00 5.096155971 2.34428730
#> 297 2.658619e+00 3.691643576 4.69268326
#> 298 2.794388e+00 3.518984543 3.97581577
#> 299 7.107555e-01 2.482798986 4.56703176
#> 300 2.121277e+00 3.634843133 2.46723412
#> 301 1.730129e+00 0.855697591 1.39460455
#> 302 1.525608e+00 0.653453566 0.63156127
#> 303 1.168730e+00 3.563792016 1.64974571
#> 304 1.371591e+00 3.657736998 2.79279533
#> 305 1.478063e+00 2.333621129 3.45483465
#> 306 1.666485e+00 1.652453496 3.42655646
#> 307 1.176030e+00 1.500849960 4.10830829
#> 308 2.634977e+00 0.667357630 3.22746528
#> 309 1.508758e+00 -0.691037839 2.07703788
#> 310 1.690440e+00 -0.426432722 2.55888877
#> 311 2.368149e+00 0.094387291 3.68021099
#> 312 1.723232e+00 1.115681345 3.14625837
#> 313 1.488256e+00 1.011723139 2.17864256
#> 314 3.054535e-01 -0.247452459 2.91026389
#> 315 1.668225e+00 1.517088794 2.62342107
#> 316 1.564742e+00 0.855641475 2.44815382
#> 317 5.508953e-01 1.559348839 1.50801743
#> 318 1.311570e+00 1.598885294 0.78410135
#> 319 2.513400e-02 1.311786268 1.09611595
#> 320 -7.009229e-01 2.877726337 3.24689456
#> 321 5.982747e-01 2.672206015 3.05193012
#> 322 2.256055e+00 3.087773875 2.50845313
#> 323 1.660698e+00 1.862683525 2.38089417
#> 324 2.679469e+00 1.281071965 1.38104064
#> 325 1.207144e+00 -0.390231878 2.54719322
#> 326 6.131065e-01 -0.301587358 3.46123078
#> 327 2.959833e+00 0.354906419 3.03268837
#> 328 3.675613e-01 0.764931885 4.59988308
#> 329 5.881209e-02 1.969146861 3.25734359
#> 330 8.586905e-01 3.085620868 2.59680604
#> 331 2.035897e+00 4.661704704 2.14441737
#> 332 2.007468e+00 2.227450982 2.55746161
#> 333 1.572489e+00 2.222014419 2.86822532
#> 334 1.737525e+00 3.563786916 1.88403193
#> 335 1.617159e+00 4.980975282 4.32540229
#> 336 3.019121e+00 2.102320947 3.48965086
#> 337 3.276950e+00 2.104103016 3.05033689
#> 338 2.031971e+00 0.592399188 3.32827761
#> 339 1.186421e+00 2.026566389 2.17883308
#> 340 4.871126e-02 2.566212101 1.39446924
#> 341 6.231380e-01 2.390863783 4.18612864
#> 342 1.088180e+00 1.151515498 4.51056203
#> 343 1.429957e+00 -0.218773057 4.04295317
#> 344 6.463268e-02 1.848734715 2.18572180
#> 345 2.159122e+00 1.267776793 2.60237589
#> 346 1.648559e+00 1.548469084 3.01287179
#> 347 1.556387e+00 0.227295418 2.41147889
#> 348 1.522562e+00 0.292639477 3.55802378
#> 349 1.340989e+00 0.184951336 1.72900691
#> 350 -3.874273e-01 3.871146432 2.27356558
#> 351 -1.757755e-01 1.881677307 1.49113482
#> 352 2.014568e+00 1.722034897 0.42811773
#> 353 3.715548e+00 3.260568891 1.70178054
#> 354 4.522593e+00 3.191277620 2.12840861
#> 355 2.910460e+00 4.005062821 2.26690273
#> 356 2.533634e+00 4.906241332 1.66556781
#> 357 1.624733e+00 1.681761448 1.78643932
#> 358 1.165633e+00 3.116352741 0.93609596
#> 359 1.056475e+00 3.479872396 2.35923528
#> 360 3.877391e+00 2.056174339 3.41054138
#> 361 3.809463e+00 -0.248134698 3.63961960
#> 362 2.695925e+00 0.668810400 3.79566331
#> 363 7.367318e-01 1.277625199 3.30997990
#> 364 1.690683e+00 3.422913689 0.60692432
#> 365 2.586656e+00 3.460676692 1.67577251
#> 366 8.212607e-01 3.340151280 1.66872578
#> 367 3.089574e+00 2.568239875 1.46678301
#> 368 1.164627e+00 2.569092170 1.79736095
#> 369 2.421450e+00 1.233118776 1.76852366
#> 370 1.587606e+00 1.250193744 2.20364694
#> 371 -3.016551e-01 1.438814436 1.16025498
#> 372 5.881752e-01 0.685798955 0.72730066
#> 373 5.285374e-01 2.152303404 3.39848046
#> 374 4.268087e-01 0.656642083 1.18713077
#> 375 1.099554e+00 1.021287450 2.38480904
#> 376 5.128956e+00 -0.070926801 0.48474378
#> 377 3.754630e+00 1.862549333 -0.58298601
#> 378 7.857932e-01 -0.389565900 1.02307218
#> 379 6.163198e-01 1.380496025 1.35569514
#> 380 1.329798e+00 1.754222672 3.11488679
#> 381 1.739144e+00 2.822100723 3.63660229
#> 382 2.827150e+00 2.102019612 5.37806000
#> 383 2.285208e+00 2.955078780 3.59809961
#> 384 1.501683e+00 2.761215243 3.10875157
#> 385 -6.313236e-01 4.107274474 1.99702341
#> 386 1.426936e+00 3.678960944 1.58784383
#> 387 2.235459e+00 4.141485938 2.39362617
#> 388 1.271928e+00 2.714030669 2.15936468
#> 389 4.067386e+00 2.816459083 2.44655902
#> 390 3.152755e+00 1.580103971 3.18675134
#> 391 1.694530e+00 0.926217011 4.44403997
#> 392 2.601871e+00 1.816128711 4.89989502
#> 393 1.132209e+00 3.009921718 4.07607523
#> 394 1.590226e+00 2.817809323 3.12433756
#> 395 -6.689154e-01 3.382054472 3.32133457
#> 396 7.036135e-01 2.588400417 2.87416567
#> 397 -7.824781e-02 1.408368081 2.73572583
#> 398 1.099225e+00 1.196275575 3.73166107
#> 399 2.147636e+00 3.795378605 3.68921601
#> 400 1.359006e+00 4.709449465 2.87167726
#> 401 3.289070e+00 4.539869119 2.70519735
#> 402 2.226542e+00 3.894983240 0.50846021
#> 403 2.248732e+00 3.292362618 1.95836356
#> 404 1.980361e+00 1.260215547 -0.40157320
#> 405 9.939236e-01 2.896900032 -0.02539964
#> 406 1.862518e+00 3.281581065 0.99508852
#> 407 9.262257e-01 2.684646792 1.88508460
#> 408 2.830916e+00 2.085172401 1.73856177
#> 409 2.116017e+00 1.060279696 2.22420194
#> 410 2.169196e+00 2.338086623 2.29350420
#> 411 2.340501e+00 1.967323286 1.01544496
#> 412 3.043798e+00 2.453006004 -0.64632385
#> 413 1.662907e+00 1.822482821 1.02094798
#> 414 -6.606754e-01 2.100209701 2.33956725
#> 415 2.981591e-01 0.703726962 3.72894181
#> 416 3.093484e-01 1.853744622 3.48456158
#> 417 -3.719382e-01 2.177924388 3.42419804
#> 418 2.194763e-01 1.442187210 2.51277379
#> 419 2.965652e-01 2.152751117 0.97748764
#> 420 2.083537e+00 1.222213069 1.82459107
#> 421 2.675059e+00 2.343753041 0.66182606
#> 422 1.305854e+00 0.305781610 0.52433268
#> 423 4.001138e-01 1.542786037 1.33164490
#> 424 1.557639e+00 1.313096644 1.48516600
#> 425 2.256835e+00 2.594935929 3.58892234
#> 426 6.097239e-01 1.367866904 2.39845858
#> 427 1.781984e+00 2.343041408 2.60426200
#> 428 1.881935e+00 1.901187749 3.09431498
#> 429 1.234885e+00 4.963850912 2.92649121
#> 430 7.958708e-01 3.820724927 2.21706943
#> 431 2.545130e+00 2.214347507 2.41467861
#> 432 1.428783e+00 0.171934820 1.93680607
#> 433 6.414359e-01 0.094380664 3.27442204
#> 434 1.374063e-01 2.178873085 3.16342628
#> 435 3.249758e+00 2.043801213 2.32071712
#> 436 1.993713e+00 3.127582726 2.00548423
#> 437 1.152283e+00 4.072471999 3.37794958
#> 438 2.002534e+00 3.608753850 1.87070612
#> 439 1.920639e-01 2.694267998 3.02327399
#> 440 -2.389196e-01 3.470068620 2.33592897
#> 441 1.498611e+00 2.675709440 3.89310262
#> 442 1.577164e+00 4.036720437 2.01116626
#> 443 5.100277e-01 0.250165127 2.76987905
#> 444 1.042376e+00 0.190844136 0.78390836
#> 445 1.594146e+00 0.684668630 -0.42748854
#> 446 3.630278e+00 1.300044761 2.11094800
#> 447 -1.800452e-03 1.811591739 2.14652166
#> 448 1.262680e+00 1.903283102 2.99349487
#> 449 1.614863e+00 3.372934615 3.57998175
#> 450 1.910080e+00 0.758412642 1.45898021
#> 451 2.511016e+00 1.290994349 1.08256673
#> 452 2.336267e+00 2.580088070 1.62477903
#> 453 1.418873e+00 1.812610218 -0.20919827
#> 454 2.455545e+00 1.856386958 0.40919583
#> 455 2.402428e+00 1.499064266 0.31897200
#> 456 1.367112e+00 1.934819488 1.73172250
#> 457 3.819481e+00 1.204544146 2.98670317
#> 458 -6.857485e-01 3.382779298 3.75993017
#> 459 1.356656e+00 2.396844319 3.43073699
#> 460 1.956478e+00 1.112317201 5.20612139
#> 461 2.211889e+00 1.850362254 5.09178164
#> 462 1.842493e+00 2.672869431 4.93452729
#> 463 2.065340e+00 2.214842961 4.41744739
#> 464 7.955510e-01 1.666522624 3.31513206
#> 465 7.939718e-01 1.998318940 3.10200760
#> 466 1.440611e+00 2.134700430 3.15652438
#> 467 1.407450e+00 3.192599329 2.46906210
#> 468 1.490748e+00 2.887654020 2.70985480
#> 469 2.229380e+00 1.835727650 2.86537821
#> 470 2.178190e+00 0.319628631 1.56960967
#> 471 2.336497e+00 1.718908375 2.25768230
#> 472 9.007421e-01 2.216781942 1.93688249
#> 473 6.854081e-01 3.134397674 2.41525345
#> 474 4.532733e-01 3.131951951 2.38359683
#> 475 1.066130e+00 2.414048783 2.23684123
#> 476 2.695441e+00 2.884686462 3.68762945
#> 477 1.803737e+00 3.284463724 1.86095563
#> 478 2.693239e+00 0.593610592 -0.27697427
#> 479 9.461828e-01 0.628665130 1.58272317
#> 480 4.829071e-01 0.677548448 0.58974705
#> 481 1.199281e+00 0.710084736 1.55040322
#> 482 1.719091e-01 1.631367534 2.00718237
#> 483 4.264734e-01 2.603142369 1.63396575
#> 484 2.161817e+00 2.623932371 0.67992050
#> 485 2.515699e+00 2.252402450 -0.21608167
#> 486 2.476089e+00 1.461101175 1.77763286
#> 487 1.569260e+00 2.212461412 2.14746455
#> 488 1.944656e+00 2.442150642 1.99945860
#> 489 2.125687e+00 2.816227684 -0.08091922
#> 490 8.840576e-01 2.719146154 -1.02490328
#> 491 3.835927e-01 3.997633902 0.67100781
#> 492 1.550949e+00 2.771625844 1.45711757
#> 493 3.042819e-01 2.778265576 0.95416991
#> 494 4.700196e-01 1.268499729 1.69947001
#> 495 3.137510e-01 2.826336909 1.22977506
#> 496 2.994101e-01 2.655414721 3.15723467
#> 497 1.229049e+00 0.482033692 2.79248894
#> 498 1.491642e+00 1.325422067 1.78039659
#> 499 1.188279e+00 2.507075361 1.03663811
#> 500 4.909884e-01 3.094738560 1.42143984
#> 501 4.081699e-01 4.528093729 3.06355755
#> 502 1.817032e+00 2.888846922 3.24998923
#> 503 1.076742e+00 2.000348975 4.06082448
#> 504 2.243862e+00 2.404481713 4.84938176
#> 505 2.305307e+00 1.992672230 4.47361127
#> 506 1.682953e+00 1.826856075 5.09455067
#> 507 1.022582e+00 2.692060949 3.61629044
#> 508 1.840613e+00 4.021449286 2.67010177
#> 509 1.755067e+00 4.003556435 2.78178895
#> 510 9.017784e-01 4.292330475 4.93397168
#> 511 2.092242e+00 2.679879571 4.53091105
#> 512 3.018121e+00 2.699634812 3.18901194
#> 513 2.766074e+00 4.047675773 2.34580935
#> 514 1.922316e+00 3.341826010 2.26892838
#> 515 1.933849e+00 3.109468819 0.05823832
#> 516 2.724309e+00 3.078764937 -0.44613921
#> 517 4.374286e+00 4.197149042 1.23284901
#> 518 1.519023e+00 1.643879796 1.65840423
#> 519 1.946134e+00 2.963463253 4.14166829
#> 520 1.993652e+00 2.213684302 4.01679937
#> 521 2.616901e+00 2.187346149 2.46916506
#> 522 2.478524e+00 2.089003333 2.58831433
#> 523 1.829273e+00 2.523131733 3.26430694
#> 524 2.297249e+00 2.324847582 2.92731490
#> 525 1.073436e+00 2.928354826 3.71190999
#> 526 1.066524e+00 2.065068876 3.74004921
#> 527 1.844022e+00 0.226847138 3.71319656
#> 528 1.210901e+00 2.038864517 1.92843900
#> 529 1.216146e+00 0.964640623 2.63913966
#> 530 -4.469752e-01 1.920825244 1.58329248
#> 531 1.136821e+00 2.366732050 3.46319247
#> 532 1.540997e+00 3.555425872 3.98254419
#> 533 2.988943e-01 3.574268040 3.83333638
#> 534 2.101372e+00 2.164144744 5.30820596
#> 535 1.971633e+00 -0.099486923 2.73481617
#> 536 1.598734e+00 0.183027510 2.48353928
#> 537 -2.096091e-01 0.129359172 1.49046670
#> 538 2.595429e-01 2.073354839 1.83958055
#> 539 2.110763e+00 1.807371301 2.18956674
#> 540 2.569603e+00 2.042188930 3.46184480
#> 541 3.566713e+00 1.292322406 2.79985262
#> 542 2.342260e+00 0.256822006 2.53084699
#> 543 2.084960e+00 0.388983907 2.60305816
#> 544 2.605538e+00 1.821691994 2.74186818
#> 545 1.610986e+00 2.314722417 2.54336978
#> 546 2.809578e+00 0.024995900 3.13683076
#> 547 3.772495e+00 1.758050349 2.74594469
#> 548 2.048774e+00 2.058889375 2.40112448
#> 549 2.585058e+00 2.792006855 2.12820896
#> 550 2.366373e+00 3.006751094 1.46426717
#> 551 3.648239e+00 3.612107054 0.78144320
#> 552 1.971170e+00 0.812450384 0.60247821
#> 553 1.550031e+00 1.320732682 2.93085324
#> 554 1.269485e+00 2.480723582 3.49119431
#> 555 1.309439e+00 1.927439584 2.56574058
#> 556 1.428088e+00 1.076884778 2.10082194
#> 557 1.376316e+00 1.666090953 1.75533899
#> 558 5.678776e-01 2.894032773 1.13057637
#> 559 1.736020e+00 2.675145179 2.54384710
#> 560 -1.024633e-01 3.247102469 3.92568600
#> 561 -6.810664e-01 2.906546430 3.88766857
#> 562 2.230072e-01 2.569188094 4.83597995
#> 563 1.165723e+00 4.017144684 5.04649196
#> 564 9.807123e-01 1.561182749 4.95441974
#> 565 2.479495e+00 3.087323579 2.89298281
#> 566 1.459431e+00 0.357714484 2.69923570
#> 567 2.660942e+00 1.327395790 3.45239070
#> 568 2.840954e+00 0.175266212 4.40671169
#> 569 2.992072e+00 2.436627850 5.11057889
#> 570 2.433830e+00 2.099503159 4.80339722
#> 571 2.076833e+00 1.706344887 4.27031101
#> 572 1.300999e+00 1.675115928 3.04083940
#> 573 2.253025e+00 2.016192020 4.12134302
#> 574 3.150849e+00 0.863029965 4.30359542
#> 575 1.918845e+00 2.568443998 3.09807352
#> 576 8.683297e-01 2.460269936 3.47771990
#> 577 9.640807e-01 2.887141865 2.42410651
#> 578 1.838291e+00 1.721039852 3.02594931
#> 579 -2.804090e-01 1.182670391 2.56101851
#> 580 2.707467e+00 0.154537510 2.09698037
#> 581 3.058269e+00 2.591966414 3.16678238
#> 582 2.308261e+00 2.698680881 2.57399590
#> 583 1.382762e+00 2.260440208 2.93545637
#> 584 2.387218e-01 0.070745753 1.69446907
#> 585 6.123973e-01 1.600700654 3.86479514
#> 586 7.141570e-01 1.948458667 4.64470947
#> 587 4.758621e-01 2.587848156 2.06052460
#> 588 1.942386e+00 2.362811315 2.41097542
#> 589 -8.188495e-01 2.704932082 3.86096592
#> 590 9.846008e-02 0.914784954 2.09573478
#> 591 2.415635e+00 1.195394378 3.55207741
#> 592 2.803638e+00 1.350582001 3.21778494
#> 593 2.761784e+00 1.488512942 3.60290956
#> 594 1.943839e+00 3.749422126 3.10307088
#> 595 1.502675e+00 2.146571752 3.76390764
#> 596 1.916163e+00 2.884703272 2.69703758
#> 597 2.367728e+00 2.736093596 2.74573075
#> 598 9.618144e-01 2.465122865 1.75420703
#> 599 6.114389e-01 3.452267497 1.06918764
#> 600 5.824093e-01 1.814217137 0.73393576
#> 601 9.042723e-01 1.576917777 -0.40155074
#> 602 1.199166e+00 2.340242023 3.15354164
#> 603 2.622088e+00 1.251143968 3.88720744
#> 604 8.914304e-01 1.015809598 3.37033188
#> 605 -1.108486e-01 2.572750757 3.75296415
#> 606 5.847921e-01 1.754676124 5.06320491
#> 607 7.316479e-01 1.398246116 4.93750899
#> 608 2.233223e+00 2.019019335 3.83120783
#> 609 2.188431e+00 0.553153965 3.00589046
#> 610 3.571702e-01 1.828101560 2.54452008
#> 611 9.392083e-01 0.352090527 3.59092997
#> 612 2.266064e+00 2.948004941 4.33922381
#> 613 8.323382e-01 2.801248026 4.24649042
#> 614 2.009988e+00 2.754144130 4.52562125
#> 615 1.301142e+00 4.033669313 5.05714257
#> 616 8.147738e-01 3.878240776 3.62390367
#> 617 1.661434e+00 4.267111911 2.92395196
#> 618 3.437432e+00 2.274393328 3.59806801
#> 619 3.313952e+00 2.574741341 3.45390843
#> 620 3.601658e+00 2.618003242 3.11960032
#> 621 2.161740e+00 3.898928599 2.25974022
#> 622 2.965213e-01 3.537829021 1.53284974
#> 623 1.805166e+00 3.314353635 1.83918408
#> 624 1.385288e+00 3.202944665 1.79076469
#> 625 2.302833e+00 4.397616455 2.97283941
#> 626 5.232883e-01 2.003212672 1.56123275
#> 627 1.545399e+00 1.341567405 1.81536107
#> 628 1.203891e+00 -0.008299955 1.44768931
#> 629 1.250489e+00 1.773899750 0.76693387
#> 630 1.451074e+00 2.477277005 1.64761205
#> 631 7.121856e-01 1.094899427 2.34028246
#> 632 1.553923e+00 2.211839980 1.45353776
#> 633 -3.353711e-01 1.135586306 2.76854712
#> 634 2.438602e+00 1.627594387 4.53721310
#> 635 3.157117e+00 3.284336812 5.35366983
#> 636 2.308814e+00 3.317057503 3.41534942
#> 637 1.821726e+00 3.614643823 2.53506932
#> 638 1.486145e+00 4.037608906 2.71862017
#> 639 1.696985e+00 3.057749183 1.75239076
#> 640 2.674692e+00 2.943483892 1.90518477
#> 641 3.315512e+00 2.360046187 2.42158730
#> 642 2.756810e+00 2.827719691 3.01425963
#> 643 1.591316e+00 2.062794119 1.66384093
#> 644 2.881018e+00 2.407009380 2.85859277
#> 645 6.482241e-01 1.183465328 3.31086725
#> 646 2.217036e+00 0.440263052 5.82656514
#> 647 1.912037e+00 1.571528979 3.89999642
#> 648 8.732633e-01 1.594967066 3.46155519
#> 649 2.308045e+00 2.939692862 2.88678352
#> 650 1.445169e-01 2.740545593 1.12490672
#> 651 2.607759e+00 1.714799924 1.22152073
#> 652 -4.135212e-01 1.490593665 3.63036140
#> 653 6.463748e-01 0.837781641 4.40436532
#> 654 -6.447733e-01 1.533987617 3.65955874
#> 655 7.613957e-02 0.320903678 4.80517446
#> 656 1.201036e+00 0.135600344 3.33581728
#> 657 5.676328e-01 0.901762360 2.49106583
#> 658 4.867059e-01 1.802379322 3.88485644
#> 659 1.313543e+00 0.700971099 1.25480812
#> 660 1.563516e+00 3.309256627 0.50587074
#> 661 1.757991e+00 3.430827980 1.37294004
#> 662 1.557001e+00 4.187409900 1.82252243
#> 663 2.190049e+00 2.593782117 2.69710683
#> 664 3.797298e+00 2.233164441 2.16254995
#> 665 3.244507e+00 3.281913029 1.82275107
#> 666 1.971539e+00 1.569213622 3.36473551
#> 667 1.157087e+00 3.330852855 3.29364809
#> 668 -3.921360e-01 3.650035000 3.47919237
#> 669 7.075339e-01 2.881646946 3.67448792
#> 670 3.141563e+00 2.097199570 1.60451113
#> 671 2.254151e+00 2.125587163 1.97991523
#> 672 7.782070e-02 2.141700851 1.82664237
#> 673 9.541730e-01 2.047261940 1.72092265
#> 674 1.802524e+00 2.581720803 0.85270823
#> 675 1.918718e+00 1.174360201 1.27399225
#> 676 2.422299e+00 1.927085790 2.55311896
#> 677 1.703195e+00 4.291379198 1.64835792
#> 678 3.639705e+00 3.596253777 0.85751568
#> 679 3.536798e+00 2.973909948 2.43745393
#> 680 2.204728e+00 2.040117826 3.16185560
#> 681 1.734257e+00 1.870458264 1.97703231
#> 682 1.979384e+00 0.833640410 1.65837117
#> 683 -9.205950e-01 -0.261906443 1.75423205
#> 684 1.220280e+00 1.626379407 1.11880856
#> 685 3.637830e+00 2.753688946 -0.14688910
#> 686 2.256753e+00 1.191963800 0.80822988
#> 687 2.748216e+00 0.947306380 1.54754932
#> 688 2.419892e+00 1.172861215 3.30785131
#> 689 3.520145e+00 2.724730194 2.24431342
#> 690 9.449530e-01 2.589746399 3.26954447
#> 691 3.805211e+00 2.930247382 4.44480395
#> 692 1.849880e+00 2.755384997 3.23642236
#> 693 2.519027e+00 2.015706626 1.63017793
#> 694 1.582402e+00 1.247396219 3.13190558
#> 695 7.603069e-01 0.086813684 1.61708579
#> 696 9.862953e-01 -0.946148442 0.78061127
#> 697 8.700770e-01 0.950205134 2.38689447
#> 698 2.755750e+00 1.925722374 0.75092767
#> 699 3.602881e+00 3.565195355 1.11747848
#> 700 2.773879e+00 0.889259231 0.29629108
#> 701 3.571424e+00 2.690346980 1.12687204
#> 702 3.041307e+00 3.662146065 1.12438261
#> 703 1.795879e+00 2.948729560 1.12786327
#> 704 1.179769e+00 3.275115444 3.66283213
#> 705 7.831656e-01 3.532610794 3.63867905
#> 706 1.571863e+00 1.348226086 3.28109087
#> 707 -7.269073e-01 2.113894716 3.85777637
#> 708 2.367986e-02 1.690366693 1.77822128
#> 709 1.553640e+00 3.365561238 2.43830623
#> 710 3.554971e+00 2.990332591 2.45933415
#> 711 3.050507e+00 4.674382695 2.49599044
#> 712 9.732863e-01 1.853737068 3.01422305
#> 713 1.590374e+00 0.395016252 3.63686262
#> 714 2.347518e+00 1.466156929 1.22757259
#> 715 8.468085e-01 3.078107271 3.91676381
#> 716 6.956644e-01 3.668929459 4.11643460
#> 717 1.428128e+00 3.379402340 4.45585077
#> 718 9.713928e-01 2.825118789 5.56332319
#> 719 1.097659e+00 4.020231606 4.42139315
#> 720 2.215811e+00 2.420598331 4.27013508
#> 721 -6.132638e-02 0.844639089 2.79147227
#> 722 -1.578872e+00 1.446153396 3.67506399
#> 723 -9.782267e-01 -0.509559183 2.47372416
#> 724 3.854183e-01 2.720741988 1.19437017
#> 725 -6.844547e-01 1.127840587 0.11738192
#> 726 1.942919e+00 1.946874126 3.22621706
#> 727 1.640792e+00 2.788135889 1.89292201
#> 728 1.781159e-01 2.343028474 3.54226174
#> 729 4.882959e+00 1.699814390 2.02107986
#> 730 2.058980e+00 2.969984927 3.47748417
#> 731 1.245945e+00 2.021511185 2.49026799
#> 732 2.985404e+00 1.829945588 2.59122789
#> 733 6.450045e-01 2.580002287 1.68850984
#> 734 9.559211e-01 2.339375551 2.31089945
#> 735 1.741279e+00 2.616495318 2.25281804
#> 736 8.610164e-01 2.885239992 2.53001723
#> 737 1.843873e+00 1.117922535 2.43048498
#> 738 1.154565e+00 2.194433863 4.24186668
#> 739 -2.594406e-01 1.739027218 5.53757952
#> 740 4.215342e-01 1.057681850 3.84970035
#> 741 1.711852e+00 3.280801100 2.90327829
#> 742 -5.674062e-01 2.433589195 1.65052497
#> 743 8.856973e-01 4.030394249 1.74931250
#> 744 2.387176e-01 4.042701474 4.21904658
#> 745 1.758902e+00 1.850802281 3.59191628
#> 746 1.052033e+00 2.336445434 3.49614138
#> 747 2.601091e+00 0.923560505 2.95386133
#> 748 3.054330e+00 0.441364108 3.49063985
#> 749 2.717917e+00 1.085037548 1.40191539
#> 750 9.611456e-01 2.830618317 -0.01007565
#> 751 2.050913e+00 3.306860405 1.68732948
#> 752 3.454687e+00 1.246284475 1.74636528
#> 753 1.778563e+00 1.829667012 2.47334202
#> 754 2.550076e+00 -2.083992344 4.11406751
#> 755 2.814689e+00 -0.090028520 4.42601652
#> 756 2.374552e+00 -1.527148285 4.06469780
#> 757 4.149379e+00 -0.280760074 2.82843131
#> 758 2.994908e+00 0.518759983 4.28002435
#> 759 2.155197e+00 0.134753226 2.26542106
#> 760 2.850838e+00 1.311631826 2.24383701
#> 761 -5.720312e-01 3.158306303 2.30065071
#> 762 7.078428e-01 3.632433737 3.33660643
#> 763 2.552150e+00 2.500813466 4.56443362
#> 764 1.376013e+00 2.435816803 1.87266595
#> 765 1.439315e+00 1.540486679 1.87068551
#> 766 1.118364e+00 1.539711869 0.46526363
#> 767 1.763228e+00 2.369731348 1.24018083
#> 768 1.479220e+00 2.114278992 1.45944129
#> 769 3.024264e+00 2.248028330 2.38153974
#> 770 4.091840e+00 1.470802191 2.37817199
#> 771 2.712254e+00 2.314741557 2.08504921
#> 772 1.275495e+00 2.636902918 2.73856468
#> 773 2.065332e+00 1.793325755 4.60463948
#> 774 2.082438e+00 2.194073437 2.52153767
#> 775 2.482896e+00 3.065258768 1.56106767
#> 776 3.248538e+00 1.513146817 0.92151478
#> 777 3.282580e-01 0.921987692 1.26219932
#> 778 2.758918e+00 1.392548649 1.73234697
#> 779 2.239305e+00 1.379089321 3.69927351
#> 780 1.889152e+00 2.926518943 3.05003997
#> 781 1.732355e+00 1.259152209 2.84461450
#> 782 2.403743e+00 0.837930474 3.99737554
#> 783 3.300364e+00 0.422794320 2.55693965
#> 784 3.523567e+00 0.133785143 3.18319884
#> 785 3.788534e+00 1.529465897 3.26320218
#> 786 3.036830e+00 2.960332406 3.41821012
#> 787 2.598002e+00 2.551410170 2.65657538
#> 788 2.282255e+00 4.166654458 3.56568095
#> 789 1.095850e+00 4.441786140 4.32495538
#> 790 1.658519e+00 2.574658074 3.29843588
#> 791 2.741755e+00 1.069261596 3.74537751
#> 792 2.898064e+00 1.450476156 2.88245120
#> 793 2.244205e+00 0.249343848 2.92623812
#> 794 9.144742e-01 -1.025839438 2.29770551
#> 795 9.502780e-01 0.244073360 4.02615648
#> 796 1.606564e+00 1.001527674 2.95566755
#> 797 8.541082e-01 2.095179144 2.40829265
#> 798 1.383187e+00 1.187806045 1.52257801
#> 799 1.550443e+00 2.306381695 2.38163946
#> 800 2.459687e+00 1.487808367 4.03878308
#> 801 3.608132e+00 2.548696885 4.10487342
#> 802 1.085646e+00 2.884049550 3.11341884
#> 803 1.689345e+00 3.027166507 1.85852091
#> 804 1.977390e+00 4.152793600 3.93760062
#> 805 2.822895e+00 2.831855420 4.16148807
#> 806 3.274763e+00 1.396433653 4.98624784
#> 807 2.663414e+00 -0.828276576 2.66662189
#> 808 2.625314e+00 0.493562837 2.96482310
#> 809 2.500350e+00 0.666413386 2.51085135
#> 810 -3.726154e-01 1.197924133 1.88445961
#> 811 1.896151e+00 1.251241133 2.40677522
#> 812 1.141449e+00 -0.868952993 2.51651834
#> 813 7.216235e-01 1.421883928 1.76747024
#> 814 1.418884e+00 0.172648207 4.21741759
#> 815 2.110358e+00 -0.398889118 5.84085219
#> 816 2.183006e+00 0.194740747 4.64585859
#> 817 2.188532e+00 -0.148559701 4.05203834
#> 818 1.291622e+00 1.782204217 5.52205113
#> 819 3.256493e+00 1.755702436 3.88164476
#> 820 1.995250e+00 0.289477132 3.04193456
#> 821 2.665784e+00 0.168403816 3.04923662
#> 822 1.898146e+00 2.209149482 2.86925433
#> 823 5.392146e-01 2.170676180 4.01887149
#> 824 1.119584e+00 1.713734282 3.88833518
#> 825 2.702835e+00 1.631414525 3.84502833
#> 826 1.951465e+00 2.407041619 2.87691096
#> 827 3.200458e+00 0.395310011 3.02284370
#> 828 2.356184e+00 0.482081818 3.18236841
#> 829 3.439150e+00 1.341336037 4.25891056
#> 830 1.355927e+00 1.550069087 3.82191835
#> 831 1.433487e+00 2.321469071 3.90342190
#> 832 2.017308e+00 2.200630300 3.09477322
#> 833 1.660802e+00 -0.202475688 4.48524211
#> 834 1.263696e+00 0.240837173 3.62498375
#> 835 1.413517e+00 1.440183821 2.69831320
#> 836 2.275197e+00 3.178912999 2.50641369
#> 837 2.756064e+00 3.153518189 1.99902232
#> 838 2.730268e+00 3.162870721 2.00417769
#> 839 1.026728e+00 2.996215180 2.61174168
#> 840 6.681824e-01 1.998372278 2.17259915
#> 841 3.041055e-01 2.241803648 3.26794658
#> 842 2.363046e+00 2.392754912 4.44503268
#> 843 1.428038e+00 2.521166770 5.79021298
#> 844 1.660804e+00 0.797118383 4.95980541
#> 845 -1.988679e-01 2.193866307 4.59317349
#> 846 1.452740e+00 1.757395270 3.33931404
#> 847 1.898838e+00 2.317819895 4.43479190
#> 848 1.196369e+00 2.543188175 3.60889470
#> 849 8.405055e-01 3.160083665 5.45040928
#> 850 2.318223e+00 4.020068565 3.95241636
#> 851 2.212224e+00 3.322493848 4.53854403
#> 852 1.620273e+00 3.094232387 4.57169319
#> 853 2.312980e+00 1.128023368 5.20871680
#> 854 1.347621e+00 2.447751389 3.48975685
#> 855 -1.105080e+00 3.407188771 1.81972347
#> 856 2.487518e+00 2.792487495 2.72876982
#> 857 3.803026e+00 2.081491327 2.17071752
#> 858 9.722887e-01 3.061181684 1.63796024
#> 859 2.005384e+00 3.338326121 1.19355453
#> 860 1.532892e+00 3.919064984 3.34194537
#> 861 1.680405e+00 4.145482815 2.88293310
#> 862 1.222842e+00 2.284852960 3.11369628
#> 863 1.625583e+00 3.104150559 3.05507933
#> 864 1.959118e+00 2.862064343 3.89813135
#> 865 1.594046e+00 2.661542275 1.19120709
#> 866 9.622752e-01 1.655419849 -0.57344413
#> 867 4.976733e-01 2.893345386 2.43021538
#> 868 2.387172e+00 1.784692395 2.27494756
#> 869 5.587531e-01 2.486816880 2.24183277
#> 870 2.921214e+00 -0.097464967 0.37252874
#> 871 1.457637e-01 0.649220400 1.32497457
#> 872 1.512595e+00 3.117049259 2.64799437
#> 873 1.372297e+00 3.155216704 2.86355165
#> 874 -9.388464e-02 2.998817355 2.98379945
#> 875 6.888936e-01 3.299867589 3.37370062
#> 876 1.933475e+00 2.423305489 3.67806203
#> 877 1.917676e+00 1.972345220 2.58922912
#> 878 1.714735e+00 1.491359416 3.12777730
#> 879 1.324355e+00 1.711023036 3.53559477
#> 880 1.102795e+00 1.503723019 1.85334058
#> 881 2.769478e+00 0.505108824 3.25857750
#> 882 5.550681e-01 1.307230490 1.89717101
#> 883 2.537133e+00 1.013641024 2.18110048
#> 884 2.768718e+00 0.237302089 1.47502386
#> 885 3.435788e+00 0.091464414 0.25215896
#> 886 2.116790e+00 1.188534076 1.00521623
#> 887 4.039034e+00 2.912062691 0.61982731
#> 888 2.392823e+00 1.994626187 3.10703646
#> 889 2.118378e+00 1.660155112 1.63612809
#> 890 1.884857e+00 1.607578754 2.56531074
#> 891 3.090342e+00 2.366000291 2.15973892
#> 892 2.433515e+00 2.457608398 0.97064346
#> 893 1.912778e+00 0.064217416 2.49975370
#> 894 1.551650e+00 2.326319696 1.87810955
#> 895 1.730639e+00 3.111933563 2.36992448
#> 896 3.280037e+00 3.251037078 1.17707802
#> 897 2.891987e+00 1.229123727 0.92333504
#> 898 2.263298e+00 1.638501200 3.07211149
#> 899 1.355622e+00 3.162321497 3.33257198
#> 900 1.829879e-01 2.117957500 1.62449169
#> 901 1.450606e-01 3.199632766 4.35136786
#> 902 1.548979e+00 1.612254634 5.27397490
#> 903 2.647206e-01 2.536667664 6.66553988
#> 904 -1.379514e-01 2.181170227 3.78623735
#> 905 4.031646e-01 3.096531583 3.38076148
#> 906 1.076875e+00 1.681581818 1.98700844
#> 907 1.174011e+00 1.573651227 3.91006274
#> 908 3.835612e+00 1.158450825 2.54927195
#> 909 2.394200e+00 0.120625921 0.57446886
#> 910 9.424193e-01 1.079629390 2.53334082
#> 911 1.253248e+00 0.127323203 2.35113899
#> 912 3.238610e+00 1.272254621 2.69123112
#> 913 1.311895e+00 0.174792505 2.44164636
#> 914 1.032990e+00 1.203892046 1.92657254
#> 915 1.431028e-01 -0.240760147 0.38772519
#> 916 1.335113e+00 3.149701585 1.78877382
#> 917 3.695380e-01 1.050379427 2.79909438
#> 918 1.338401e+00 0.210658016 1.22019597
#> 919 2.014493e+00 1.530839910 0.92628689
#> 920 3.839410e+00 3.555536670 2.09425256
#> 921 1.542504e+00 1.915002982 1.27734166
#> 922 9.344861e-01 2.341173913 1.94020163
#> 923 7.560409e-01 2.375308569 3.45675791
#> 924 2.374680e+00 0.404493368 2.43314107
#> 925 2.535418e+00 0.504366910 0.76469706
#> 926 2.631946e+00 0.580921446 0.56455667
#> 927 3.192308e+00 0.050299078 2.38798866
#> 928 2.262298e+00 1.416288145 1.99149135
#> 929 1.749063e+00 2.274041049 1.53368754
#> 930 1.231818e+00 1.449117215 2.14931928
#> 931 1.798458e+00 0.844587516 1.15318639
#> 932 2.898309e+00 3.110684707 0.04894538
#> 933 3.168548e+00 0.249140512 1.44271626
#> 934 1.180926e+00 1.422738950 3.04711867
#> 935 1.543987e+00 1.847768536 3.04790249
#> 936 7.124404e-01 1.909840839 3.29211550
#> 937 4.065098e+00 1.612351412 3.81827505
#> 938 3.450613e+00 3.600916356 3.30944094
#> 939 2.012457e+00 2.421253284 2.37310704
#> 940 2.745306e+00 0.853044276 2.61065666
#> 941 3.941689e+00 2.015616015 0.07470156
#> 942 7.284245e-01 2.326077482 1.67156344
#> 943 3.323495e-01 2.252563141 1.10564292
#> 944 1.058093e+00 2.122051263 1.53334509
#> 945 1.676730e+00 0.603894035 1.19334308
#> 946 8.809602e-01 0.608282115 2.38365694
#> 947 2.913507e+00 -0.095731751 1.01187349
#> 948 1.677351e+00 0.798788009 1.30211859
#> 949 1.136009e+00 1.339414189 0.15024897
#> 950 1.123249e+00 2.658763998 1.66068469
#> 951 2.682813e+00 2.711128937 2.59891038
#> 952 1.937728e+00 1.668403962 1.50436380
#> 953 2.038360e+00 1.362252940 -0.24653004
#> 954 1.400358e+00 1.502894015 0.85266972
#> 955 2.099547e+00 1.651763187 0.25600473
#> 956 -5.441286e-02 2.025112981 1.03545382
#> 957 1.964512e+00 0.490864801 3.15734860
#> 958 2.595730e+00 1.813799743 2.83064434
#> 959 1.249350e+00 1.655371628 2.65314980
#> 960 2.536133e+00 1.083352866 3.47675386
#> 961 1.448032e+00 1.722286257 4.88610440
#> 962 4.434633e-01 3.007792677 4.49084050
#> 963 -2.853374e-01 0.610122541 3.15527774
#> 964 4.903169e-01 1.797676636 4.33729497
#> 965 9.102559e-01 2.468124326 2.38811564
#> 966 5.215046e-01 4.563781276 1.23153902
#> 967 1.051641e+00 2.222455070 1.19181693
#> 968 -2.072752e-01 2.305813795 0.08155757
#> 969 7.748130e-01 2.276105597 1.31477505
#> 970 4.126961e-01 1.537312649 1.22352086
#> 971 1.861728e+00 1.147534699 1.41497615
#> 972 2.093530e+00 3.202510139 3.08894160
#> 973 6.732124e-01 3.022745200 4.12572096
#> 974 -1.563870e+00 4.616307636 2.77776374
#> 975 6.739896e-01 2.761238002 3.14387063
#> 976 1.757793e+00 2.061064775 2.65856889
#> 977 -3.871682e-01 1.940902361 2.74920222
#> 978 6.166405e-01 1.452573238 1.45419212
#> 979 1.293964e+00 1.977936221 0.82582436
#> 980 -5.327400e-01 1.098113871 0.95115297
#> 981 3.920900e-01 1.855057325 0.74261786
#> 982 2.183193e+00 1.443173203 2.17828061
#> 983 -6.147055e-01 3.443570303 2.38598925
#> 984 -5.339840e-01 2.986372361 3.09570389
#> 985 1.318107e+00 1.896426514 4.14215867
#> 986 3.835341e+00 3.445184810 4.55695659
#> 987 3.997457e+00 1.590029454 4.50014702
#> 988 1.884764e+00 2.921140749 4.00800576
#> 989 1.141054e+00 2.655485013 3.15776042
#> 990 2.781990e+00 0.499505200 2.84095775
#> 991 9.802446e-01 0.688072388 1.13138848
#> 992 2.105635e+00 1.247943127 0.66501705
#> 993 2.011119e+00 1.087828125 1.05093404
#> 994 2.170452e+00 3.464745260 3.18198003
#> 995 1.418647e-01 2.060627801 3.51919535
#> 996 -8.818198e-02 2.055722893 3.00415681
#> 997 2.347703e+00 3.549605517 3.72575830
#> 998 2.384511e+00 1.695013594 3.10048532
#> 999 2.110068e+00 2.694674857 2.64428934
#> 1000 3.169139e+00 2.456989762 3.10352571
#>
#> $observed.names
#> [1] "y_1" "y_2" "y_3"
#>
#> $original.data
#> y_1 y_2 y_3 id time
#> 1 -7.295507e-01 2.541610808 2.44079717 1 1
#> 2 6.762748e-01 1.404643593 2.93013858 1 2
#> 3 -1.940259e-01 3.093940772 3.39395747 1 3
#> 4 1.216538e+00 3.683897051 3.58311686 1 4
#> 5 7.859510e-01 3.183187676 2.59152153 1 5
#> 6 3.486631e+00 3.011346313 1.57100386 1 6
#> 7 2.823481e+00 2.226144390 0.52138431 1 7
#> 8 2.206503e+00 1.564789473 1.27564632 1 8
#> 9 7.611960e-01 2.551717432 1.68633024 1 9
#> 10 4.744830e-01 3.648256323 2.67769820 1 10
#> 11 1.266778e+00 2.645795012 4.12969445 1 11
#> 12 -2.359844e-01 2.359677708 3.54577279 1 12
#> 13 1.728157e+00 2.306522889 2.69211738 1 13
#> 14 1.884942e+00 1.503503881 1.74251569 1 14
#> 15 2.978527e+00 1.324116674 2.37405611 1 15
#> 16 3.466439e+00 0.128898565 2.56546544 1 16
#> 17 2.944903e+00 1.577762863 2.81893563 1 17
#> 18 2.673868e+00 -0.314207907 3.22084040 1 18
#> 19 2.239833e+00 2.353981986 2.24383643 1 19
#> 20 1.158904e+00 4.600571386 2.25406018 1 20
#> 21 -8.169654e-01 3.864674493 1.80025393 1 21
#> 22 -5.255947e-03 2.392275094 1.87618151 1 22
#> 23 9.996970e-01 2.947528816 -0.97805999 1 23
#> 24 1.717402e+00 2.149427829 1.27229243 1 24
#> 25 -2.654081e-01 1.471338592 0.97266601 1 25
#> 26 2.746477e+00 0.855278985 1.10441593 1 26
#> 27 2.032991e+00 1.832176085 1.66225888 1 27
#> 28 1.798768e+00 0.853425082 2.35416011 1 28
#> 29 2.416470e+00 2.311728588 -0.07742598 1 29
#> 30 1.760925e+00 2.999084783 1.55694268 1 30
#> 31 1.427172e+00 1.829980643 2.39666464 1 31
#> 32 2.742912e+00 1.735773744 0.46797384 1 32
#> 33 2.628067e+00 0.837163124 2.71800127 1 33
#> 34 8.585793e-01 2.230931750 2.09361171 1 34
#> 35 2.710086e+00 2.329217488 0.62871401 1 35
#> 36 1.859377e+00 2.237563936 2.23026348 1 36
#> 37 2.046116e+00 1.102960919 3.36960873 1 37
#> 38 1.009366e+00 2.404144640 4.30390993 1 38
#> 39 3.661340e+00 2.004126108 3.76336389 1 39
#> 40 3.588850e+00 1.681152481 2.72316967 1 40
#> 41 3.013201e+00 2.962789610 1.91769360 1 41
#> 42 3.038145e+00 3.370268399 1.98405405 1 42
#> 43 2.313821e+00 2.426072532 3.16992613 1 43
#> 44 1.745975e+00 2.926580384 3.86473786 1 44
#> 45 2.450116e+00 1.522222694 1.41038553 1 45
#> 46 2.941894e+00 2.001105478 2.49714054 1 46
#> 47 1.190599e+00 2.858837004 1.03819204 1 47
#> 48 2.680971e+00 3.494720898 0.83551230 1 48
#> 49 7.215591e-01 1.597956623 2.71462001 1 49
#> 50 4.010298e-01 0.819115339 2.51565594 1 50
#> 51 2.507450e+00 2.125409966 1.83662361 1 51
#> 52 1.582889e+00 1.828610673 2.40930416 1 52
#> 53 2.822010e+00 0.225879549 3.88170369 1 53
#> 54 2.096020e+00 0.287811837 3.71159427 1 54
#> 55 2.758200e+00 1.092195629 2.92452746 1 55
#> 56 9.152990e-01 0.642785831 1.69277619 1 56
#> 57 4.904057e-01 1.498487830 3.64484905 1 57
#> 58 -5.049708e-01 1.331402175 3.31373990 1 58
#> 59 1.276204e+00 2.272097105 3.64462913 1 59
#> 60 2.013619e+00 0.791915715 4.12832053 1 60
#> 61 3.686354e+00 4.541130588 4.36879903 1 61
#> 62 4.322428e+00 3.838743336 3.41278253 1 62
#> 63 2.024611e+00 2.586183038 4.70397106 1 63
#> 64 8.475036e-01 2.838816853 3.23661708 1 64
#> 65 4.132484e-01 2.224468139 3.35088760 1 65
#> 66 1.169774e+00 3.426202667 2.11655451 1 66
#> 67 2.469497e+00 2.544115613 2.18918298 1 67
#> 68 8.272281e-01 3.419902214 0.64823364 1 68
#> 69 1.252824e+00 1.089205955 1.19487968 1 69
#> 70 1.271040e+00 1.820686188 1.53921532 1 70
#> 71 2.436759e+00 0.983631998 0.55523482 1 71
#> 72 1.122337e+00 1.434205185 1.00452656 1 72
#> 73 -2.708832e-02 1.824705442 1.27330437 1 73
#> 74 3.086289e+00 0.264118224 1.89944768 1 74
#> 75 3.373833e+00 -0.188084034 1.62717005 1 75
#> 76 1.262963e+00 2.384008763 0.85664203 1 76
#> 77 2.228486e-01 1.379692943 0.87520831 1 77
#> 78 -5.536478e-05 1.566089005 1.17845476 1 78
#> 79 -1.256012e+00 0.819202826 1.69039461 1 79
#> 80 -7.192263e-02 0.521669106 2.35573491 1 80
#> 81 7.171065e-01 1.823915698 1.27842294 1 81
#> 82 5.198558e-01 1.553351533 2.42946796 1 82
#> 83 1.915037e+00 1.929725759 0.84691286 1 83
#> 84 2.020119e+00 2.903588357 1.84583528 1 84
#> 85 2.585987e+00 2.578430440 3.54879529 1 85
#> 86 1.277578e+00 1.556513829 3.80446436 1 86
#> 87 1.506831e+00 0.752894171 4.74828849 1 87
#> 88 8.242542e-01 0.535168793 2.81814354 1 88
#> 89 2.056928e+00 0.538110778 2.54630252 1 89
#> 90 1.637872e-01 0.999124598 3.48474774 1 90
#> 91 1.096462e+00 3.061093303 3.69260316 1 91
#> 92 4.241536e-01 2.699493374 2.99587852 1 92
#> 93 1.767524e+00 1.582237623 0.99391342 1 93
#> 94 5.911171e-01 3.405422625 2.32665398 1 94
#> 95 8.073277e-01 1.852425144 1.43760721 1 95
#> 96 1.866499e+00 0.233342189 1.66294115 1 96
#> 97 2.078746e+00 0.336352529 2.41297425 1 97
#> 98 1.933824e+00 1.738462520 3.99859461 1 98
#> 99 1.682055e+00 3.931485611 3.11029146 1 99
#> 100 2.003545e+00 4.649356167 3.42884132 1 100
#> 101 1.485892e+00 4.064456963 1.98781107 1 101
#> 102 1.224256e+00 2.663619816 2.95298022 1 102
#> 103 6.985227e-01 1.810892990 2.50872830 1 103
#> 104 3.605133e-01 2.342761844 3.50126638 1 104
#> 105 8.595845e-01 3.049852985 5.61898708 1 105
#> 106 2.101889e+00 3.865112680 3.29272221 1 106
#> 107 2.176222e-01 5.199110489 3.56854670 1 107
#> 108 6.033853e-01 3.900953428 4.53003222 1 108
#> 109 8.976564e-01 2.418559601 4.22637502 1 109
#> 110 9.985102e-01 1.196816574 3.95810664 1 110
#> 111 1.606343e+00 0.462047327 4.36269140 1 111
#> 112 1.536719e+00 -0.142408960 7.09537212 1 112
#> 113 1.024611e+00 1.345875536 4.25488120 1 113
#> 114 1.446776e+00 1.283436146 2.39162798 1 114
#> 115 2.780685e+00 2.403634176 2.84176539 1 115
#> 116 2.798602e+00 3.855093907 2.68167179 1 116
#> 117 1.272626e+00 3.028014109 1.06475667 1 117
#> 118 2.225160e+00 3.327130746 2.31360415 1 118
#> 119 2.025286e+00 2.978003403 3.01333447 1 119
#> 120 2.570849e+00 0.811598108 2.23363901 1 120
#> 121 2.014910e+00 1.164108361 2.98383244 1 121
#> 122 1.572315e+00 1.394159752 2.72589984 1 122
#> 123 1.250623e+00 0.505773774 2.43676166 1 123
#> 124 5.821697e-01 -0.216199282 3.25160220 1 124
#> 125 1.232445e+00 1.177220000 2.94617224 1 125
#> 126 2.605879e+00 2.416833897 2.75969317 1 126
#> 127 3.212963e+00 1.568397036 2.43157778 1 127
#> 128 2.065481e+00 1.594287584 2.89857432 1 128
#> 129 1.216224e+00 0.562878555 3.28145261 1 129
#> 130 1.155741e+00 0.771795614 1.92552786 1 130
#> 131 1.091671e+00 0.404323742 2.29068140 1 131
#> 132 5.990772e-01 0.922266690 2.17029374 1 132
#> 133 2.157592e+00 0.682150212 4.09716691 1 133
#> 134 4.373477e-01 2.980061313 4.07133586 1 134
#> 135 6.621252e-01 3.700400704 3.71153998 1 135
#> 136 1.099059e+00 1.982879361 3.86895573 1 136
#> 137 8.671734e-01 2.919926763 4.26196635 1 137
#> 138 2.000818e+00 1.229527786 5.99381111 1 138
#> 139 2.128395e+00 2.896678604 4.58578730 1 139
#> 140 9.880206e-01 4.794413107 3.27972658 1 140
#> 141 1.466510e+00 2.830816256 2.37125606 1 141
#> 142 1.696756e+00 1.705782792 0.37391897 1 142
#> 143 1.948724e+00 0.203862767 0.46507406 1 143
#> 144 4.363685e-01 1.497156061 2.17428212 1 144
#> 145 -1.956782e-01 1.831891288 1.67256591 1 145
#> 146 -2.954699e-01 1.307272780 2.75180720 1 146
#> 147 1.143792e+00 0.462714526 5.99755205 1 147
#> 148 2.272277e+00 1.139254993 4.46084430 1 148
#> 149 2.389123e+00 1.359803447 2.22209643 1 149
#> 150 3.617957e+00 2.472840962 1.39295521 1 150
#> 151 2.844424e+00 3.762083973 2.36957878 1 151
#> 152 2.089248e+00 2.522528422 3.48319207 1 152
#> 153 1.747012e+00 2.683229083 3.73474108 1 153
#> 154 1.398963e+00 1.632205011 4.68432986 1 154
#> 155 3.438854e+00 3.948804365 3.93964643 1 155
#> 156 2.696689e+00 4.193651620 4.19500684 1 156
#> 157 2.206048e+00 2.812790744 3.73762554 1 157
#> 158 1.451083e+00 2.818283689 2.91937224 1 158
#> 159 2.315263e+00 4.184046268 3.75227798 1 159
#> 160 2.341569e+00 3.284634202 2.66963496 1 160
#> 161 2.614450e+00 3.824487793 3.08602266 1 161
#> 162 3.334228e+00 2.789709454 2.33110969 1 162
#> 163 3.528895e+00 2.908633050 2.65858628 1 163
#> 164 3.749605e+00 2.449854804 3.31186225 1 164
#> 165 1.503499e+00 3.161576719 3.15832240 1 165
#> 166 3.372178e+00 3.234279110 3.73656833 1 166
#> 167 1.919828e+00 2.158296194 3.75694676 1 167
#> 168 1.779094e+00 0.284008728 3.87509024 1 168
#> 169 7.377563e-01 -0.539054613 3.53446281 1 169
#> 170 1.220732e+00 0.467810262 3.53245343 1 170
#> 171 4.498929e-01 1.389028206 3.97509340 1 171
#> 172 2.395671e+00 1.181970032 4.52497518 1 172
#> 173 3.196182e+00 -0.421438669 3.58660198 1 173
#> 174 2.729630e+00 -0.181577049 3.52762404 1 174
#> 175 1.685007e+00 0.842872628 1.88229332 1 175
#> 176 2.444023e+00 1.561583263 1.15442635 1 176
#> 177 2.504951e+00 1.005369662 2.15895752 1 177
#> 178 2.955426e+00 2.554377981 2.61525895 1 178
#> 179 3.001634e+00 1.292900129 2.52358159 1 179
#> 180 3.176332e+00 0.918077124 1.19476927 1 180
#> 181 1.258594e+00 2.366009677 1.31969696 1 181
#> 182 1.849803e+00 1.943599077 2.09786169 1 182
#> 183 1.783131e+00 1.971959461 3.36463801 1 183
#> 184 2.550968e+00 2.430261381 3.42271131 1 184
#> 185 1.133789e+00 1.278885405 2.26435372 1 185
#> 186 2.121388e+00 2.080807809 3.03221331 1 186
#> 187 1.239631e+00 2.519837389 2.65133923 1 187
#> 188 1.362205e+00 2.620255989 2.81227140 1 188
#> 189 1.879083e+00 2.960592964 3.42484251 1 189
#> 190 2.177954e+00 3.475346126 2.02074569 1 190
#> 191 1.495272e+00 2.110556794 2.91842806 1 191
#> 192 5.307921e-01 2.645058079 0.42171492 1 192
#> 193 9.154140e-01 1.343172737 2.23496432 1 193
#> 194 -3.152755e-01 1.021029803 2.80200038 1 194
#> 195 4.673760e-01 1.302574560 2.34486130 1 195
#> 196 1.264392e+00 0.726279195 2.19488342 1 196
#> 197 1.400513e+00 2.987695859 2.44987689 1 197
#> 198 -2.752409e-01 1.907491561 3.52477272 1 198
#> 199 3.171841e-01 2.524052085 4.29221107 1 199
#> 200 2.580287e-01 2.668283984 2.43920312 1 200
#> 201 1.446847e+00 1.277878260 3.68580138 1 201
#> 202 1.916179e+00 2.751008530 3.38828710 1 202
#> 203 1.292583e+00 3.189681978 2.55244973 1 203
#> 204 2.134897e+00 2.695772101 -1.28578728 1 204
#> 205 4.450616e-01 2.501723308 -0.31435956 1 205
#> 206 1.320632e-01 2.782365979 0.26305931 1 206
#> 207 2.445482e+00 3.078191021 0.09865077 1 207
#> 208 1.214982e+00 3.297992511 0.37594670 1 208
#> 209 3.649982e+00 2.602899997 3.18238443 1 209
#> 210 3.962390e+00 3.443806130 2.92763205 1 210
#> 211 3.068600e+00 3.438510407 4.85081676 1 211
#> 212 1.934350e+00 2.450590244 4.65767439 1 212
#> 213 6.813372e-01 0.768139603 3.74864928 1 213
#> 214 1.338102e+00 2.229284940 2.18258776 1 214
#> 215 1.334479e+00 2.107550833 1.97744445 1 215
#> 216 1.610515e+00 3.463670128 2.49830841 1 216
#> 217 1.233421e+00 2.064613874 3.11746946 1 217
#> 218 2.334714e+00 0.444604277 2.34671738 1 218
#> 219 2.078651e+00 2.101564987 2.84365001 1 219
#> 220 2.880891e+00 2.564983765 2.51811040 1 220
#> 221 1.724066e+00 3.481743706 0.76468858 1 221
#> 222 9.129844e-01 3.376103045 1.76833884 1 222
#> 223 -1.499261e-01 3.883759083 3.22103602 1 223
#> 224 1.055910e+00 4.239191890 2.20679719 1 224
#> 225 8.960616e-01 2.715061427 2.55516261 1 225
#> 226 3.294115e+00 1.461372385 2.74945259 1 226
#> 227 1.504014e+00 -0.314298714 2.84252108 1 227
#> 228 6.567170e-01 1.718284488 1.82228871 1 228
#> 229 8.998296e-02 2.892296741 2.05910772 1 229
#> 230 2.228548e+00 1.533177100 3.59511816 1 230
#> 231 7.465447e-01 4.077147749 2.36807872 1 231
#> 232 2.564181e+00 3.323839552 0.93441972 1 232
#> 233 2.287394e+00 2.252547609 1.89325279 1 233
#> 234 2.987495e+00 1.818415771 4.95180005 1 234
#> 235 3.308982e+00 2.539809091 5.64833974 1 235
#> 236 8.754296e-01 3.916912794 3.79441990 1 236
#> 237 3.141509e+00 3.200473110 2.26659337 1 237
#> 238 2.761352e-01 4.218347638 2.26369122 1 238
#> 239 4.556629e-01 5.304744109 3.05990637 1 239
#> 240 5.917521e-01 4.685595404 1.51806713 1 240
#> 241 3.110131e+00 4.290691244 3.54787160 1 241
#> 242 3.077119e+00 4.088746724 2.76784448 1 242
#> 243 2.974114e+00 3.487399361 1.01988064 1 243
#> 244 1.701092e+00 2.684899053 0.88454659 1 244
#> 245 1.282823e+00 2.759029775 -0.51506203 1 245
#> 246 1.234273e+00 3.509520274 1.82979573 1 246
#> 247 2.664843e+00 3.641183498 2.22759670 1 247
#> 248 2.484024e+00 1.551668936 1.62265813 1 248
#> 249 2.617890e+00 2.560703767 1.58704700 1 249
#> 250 2.088177e+00 3.248424480 2.08659410 1 250
#> 251 1.200822e+00 1.215019794 2.07410222 1 251
#> 252 4.484881e-01 0.942414676 1.20441131 1 252
#> 253 2.699704e+00 0.995968740 1.84649419 1 253
#> 254 2.104649e+00 0.117702817 2.86303172 1 254
#> 255 1.747157e+00 1.448697215 2.73219600 1 255
#> 256 2.105493e+00 2.926817296 3.10058053 1 256
#> 257 1.430480e+00 2.787264029 3.45102868 1 257
#> 258 3.203196e+00 2.122965262 2.64530715 1 258
#> 259 1.636250e+00 1.241308662 1.93033984 1 259
#> 260 -1.352758e-01 0.965830695 1.41332322 1 260
#> 261 -1.387804e+00 1.311781497 2.36623888 1 261
#> 262 1.189037e+00 2.384999412 3.83685814 1 262
#> 263 1.834470e+00 3.537002520 2.63835982 1 263
#> 264 8.865369e-01 3.043455412 2.92175810 1 264
#> 265 1.802611e+00 3.433596554 2.39475133 1 265
#> 266 1.880640e+00 4.713960987 2.51486532 1 266
#> 267 2.706162e+00 2.019728126 3.15677262 1 267
#> 268 3.353935e+00 2.232850493 2.66867099 1 268
#> 269 2.828088e+00 3.047157826 1.48201435 1 269
#> 270 1.116548e+00 2.788460017 2.52697866 1 270
#> 271 1.717089e+00 1.567012023 2.41736855 1 271
#> 272 1.613701e+00 2.143660514 2.75171060 1 272
#> 273 1.853252e+00 2.656470335 4.72947677 1 273
#> 274 1.858977e+00 2.644319313 5.10704326 1 274
#> 275 8.902021e-01 0.762353720 5.04641297 1 275
#> 276 2.705004e-01 2.020355852 2.56950507 1 276
#> 277 1.191885e+00 1.424712949 3.53878536 1 277
#> 278 3.123996e+00 2.089336605 2.41976284 1 278
#> 279 2.459712e+00 -1.049355560 4.09838105 1 279
#> 280 2.243091e+00 0.304607405 3.23570407 1 280
#> 281 1.575368e+00 2.186285529 2.87530807 1 281
#> 282 1.853320e+00 0.900452178 2.05990386 1 282
#> 283 2.214201e+00 2.062977264 1.62493100 1 283
#> 284 1.875888e+00 0.666537265 0.49837039 1 284
#> 285 1.423132e+00 0.717687115 2.03367403 1 285
#> 286 9.106779e-01 -0.131752977 2.29966730 1 286
#> 287 -4.057350e-01 -0.099372806 2.93934293 1 287
#> 288 -6.188414e-01 2.129660639 2.83817848 1 288
#> 289 1.595456e+00 1.806980226 2.22368552 1 289
#> 290 1.185678e-01 3.518761960 2.97457544 1 290
#> 291 -2.461313e-02 1.841900450 3.42573982 1 291
#> 292 -9.257320e-01 2.603555559 1.87610605 1 292
#> 293 -1.615322e+00 3.498421484 1.91378005 1 293
#> 294 3.040321e-01 2.937684560 2.39729108 1 294
#> 295 4.187356e-01 4.635966364 2.13059109 1 295
#> 296 2.091939e+00 5.096155971 2.34428730 1 296
#> 297 2.658619e+00 3.691643576 4.69268326 1 297
#> 298 2.794388e+00 3.518984543 3.97581577 1 298
#> 299 7.107555e-01 2.482798986 4.56703176 1 299
#> 300 2.121277e+00 3.634843133 2.46723412 1 300
#> 301 1.730129e+00 0.855697591 1.39460455 1 301
#> 302 1.525608e+00 0.653453566 0.63156127 1 302
#> 303 1.168730e+00 3.563792016 1.64974571 1 303
#> 304 1.371591e+00 3.657736998 2.79279533 1 304
#> 305 1.478063e+00 2.333621129 3.45483465 1 305
#> 306 1.666485e+00 1.652453496 3.42655646 1 306
#> 307 1.176030e+00 1.500849960 4.10830829 1 307
#> 308 2.634977e+00 0.667357630 3.22746528 1 308
#> 309 1.508758e+00 -0.691037839 2.07703788 1 309
#> 310 1.690440e+00 -0.426432722 2.55888877 1 310
#> 311 2.368149e+00 0.094387291 3.68021099 1 311
#> 312 1.723232e+00 1.115681345 3.14625837 1 312
#> 313 1.488256e+00 1.011723139 2.17864256 1 313
#> 314 3.054535e-01 -0.247452459 2.91026389 1 314
#> 315 1.668225e+00 1.517088794 2.62342107 1 315
#> 316 1.564742e+00 0.855641475 2.44815382 1 316
#> 317 5.508953e-01 1.559348839 1.50801743 1 317
#> 318 1.311570e+00 1.598885294 0.78410135 1 318
#> 319 2.513400e-02 1.311786268 1.09611595 1 319
#> 320 -7.009229e-01 2.877726337 3.24689456 1 320
#> 321 5.982747e-01 2.672206015 3.05193012 1 321
#> 322 2.256055e+00 3.087773875 2.50845313 1 322
#> 323 1.660698e+00 1.862683525 2.38089417 1 323
#> 324 2.679469e+00 1.281071965 1.38104064 1 324
#> 325 1.207144e+00 -0.390231878 2.54719322 1 325
#> 326 6.131065e-01 -0.301587358 3.46123078 1 326
#> 327 2.959833e+00 0.354906419 3.03268837 1 327
#> 328 3.675613e-01 0.764931885 4.59988308 1 328
#> 329 5.881209e-02 1.969146861 3.25734359 1 329
#> 330 8.586905e-01 3.085620868 2.59680604 1 330
#> 331 2.035897e+00 4.661704704 2.14441737 1 331
#> 332 2.007468e+00 2.227450982 2.55746161 1 332
#> 333 1.572489e+00 2.222014419 2.86822532 1 333
#> 334 1.737525e+00 3.563786916 1.88403193 1 334
#> 335 1.617159e+00 4.980975282 4.32540229 1 335
#> 336 3.019121e+00 2.102320947 3.48965086 1 336
#> 337 3.276950e+00 2.104103016 3.05033689 1 337
#> 338 2.031971e+00 0.592399188 3.32827761 1 338
#> 339 1.186421e+00 2.026566389 2.17883308 1 339
#> 340 4.871126e-02 2.566212101 1.39446924 1 340
#> 341 6.231380e-01 2.390863783 4.18612864 1 341
#> 342 1.088180e+00 1.151515498 4.51056203 1 342
#> 343 1.429957e+00 -0.218773057 4.04295317 1 343
#> 344 6.463268e-02 1.848734715 2.18572180 1 344
#> 345 2.159122e+00 1.267776793 2.60237589 1 345
#> 346 1.648559e+00 1.548469084 3.01287179 1 346
#> 347 1.556387e+00 0.227295418 2.41147889 1 347
#> 348 1.522562e+00 0.292639477 3.55802378 1 348
#> 349 1.340989e+00 0.184951336 1.72900691 1 349
#> 350 -3.874273e-01 3.871146432 2.27356558 1 350
#> 351 -1.757755e-01 1.881677307 1.49113482 1 351
#> 352 2.014568e+00 1.722034897 0.42811773 1 352
#> 353 3.715548e+00 3.260568891 1.70178054 1 353
#> 354 4.522593e+00 3.191277620 2.12840861 1 354
#> 355 2.910460e+00 4.005062821 2.26690273 1 355
#> 356 2.533634e+00 4.906241332 1.66556781 1 356
#> 357 1.624733e+00 1.681761448 1.78643932 1 357
#> 358 1.165633e+00 3.116352741 0.93609596 1 358
#> 359 1.056475e+00 3.479872396 2.35923528 1 359
#> 360 3.877391e+00 2.056174339 3.41054138 1 360
#> 361 3.809463e+00 -0.248134698 3.63961960 1 361
#> 362 2.695925e+00 0.668810400 3.79566331 1 362
#> 363 7.367318e-01 1.277625199 3.30997990 1 363
#> 364 1.690683e+00 3.422913689 0.60692432 1 364
#> 365 2.586656e+00 3.460676692 1.67577251 1 365
#> 366 8.212607e-01 3.340151280 1.66872578 1 366
#> 367 3.089574e+00 2.568239875 1.46678301 1 367
#> 368 1.164627e+00 2.569092170 1.79736095 1 368
#> 369 2.421450e+00 1.233118776 1.76852366 1 369
#> 370 1.587606e+00 1.250193744 2.20364694 1 370
#> 371 -3.016551e-01 1.438814436 1.16025498 1 371
#> 372 5.881752e-01 0.685798955 0.72730066 1 372
#> 373 5.285374e-01 2.152303404 3.39848046 1 373
#> 374 4.268087e-01 0.656642083 1.18713077 1 374
#> 375 1.099554e+00 1.021287450 2.38480904 1 375
#> 376 5.128956e+00 -0.070926801 0.48474378 1 376
#> 377 3.754630e+00 1.862549333 -0.58298601 1 377
#> 378 7.857932e-01 -0.389565900 1.02307218 1 378
#> 379 6.163198e-01 1.380496025 1.35569514 1 379
#> 380 1.329798e+00 1.754222672 3.11488679 1 380
#> 381 1.739144e+00 2.822100723 3.63660229 1 381
#> 382 2.827150e+00 2.102019612 5.37806000 1 382
#> 383 2.285208e+00 2.955078780 3.59809961 1 383
#> 384 1.501683e+00 2.761215243 3.10875157 1 384
#> 385 -6.313236e-01 4.107274474 1.99702341 1 385
#> 386 1.426936e+00 3.678960944 1.58784383 1 386
#> 387 2.235459e+00 4.141485938 2.39362617 1 387
#> 388 1.271928e+00 2.714030669 2.15936468 1 388
#> 389 4.067386e+00 2.816459083 2.44655902 1 389
#> 390 3.152755e+00 1.580103971 3.18675134 1 390
#> 391 1.694530e+00 0.926217011 4.44403997 1 391
#> 392 2.601871e+00 1.816128711 4.89989502 1 392
#> 393 1.132209e+00 3.009921718 4.07607523 1 393
#> 394 1.590226e+00 2.817809323 3.12433756 1 394
#> 395 -6.689154e-01 3.382054472 3.32133457 1 395
#> 396 7.036135e-01 2.588400417 2.87416567 1 396
#> 397 -7.824781e-02 1.408368081 2.73572583 1 397
#> 398 1.099225e+00 1.196275575 3.73166107 1 398
#> 399 2.147636e+00 3.795378605 3.68921601 1 399
#> 400 1.359006e+00 4.709449465 2.87167726 1 400
#> 401 3.289070e+00 4.539869119 2.70519735 1 401
#> 402 2.226542e+00 3.894983240 0.50846021 1 402
#> 403 2.248732e+00 3.292362618 1.95836356 1 403
#> 404 1.980361e+00 1.260215547 -0.40157320 1 404
#> 405 9.939236e-01 2.896900032 -0.02539964 1 405
#> 406 1.862518e+00 3.281581065 0.99508852 1 406
#> 407 9.262257e-01 2.684646792 1.88508460 1 407
#> 408 2.830916e+00 2.085172401 1.73856177 1 408
#> 409 2.116017e+00 1.060279696 2.22420194 1 409
#> 410 2.169196e+00 2.338086623 2.29350420 1 410
#> 411 2.340501e+00 1.967323286 1.01544496 1 411
#> 412 3.043798e+00 2.453006004 -0.64632385 1 412
#> 413 1.662907e+00 1.822482821 1.02094798 1 413
#> 414 -6.606754e-01 2.100209701 2.33956725 1 414
#> 415 2.981591e-01 0.703726962 3.72894181 1 415
#> 416 3.093484e-01 1.853744622 3.48456158 1 416
#> 417 -3.719382e-01 2.177924388 3.42419804 1 417
#> 418 2.194763e-01 1.442187210 2.51277379 1 418
#> 419 2.965652e-01 2.152751117 0.97748764 1 419
#> 420 2.083537e+00 1.222213069 1.82459107 1 420
#> 421 2.675059e+00 2.343753041 0.66182606 1 421
#> 422 1.305854e+00 0.305781610 0.52433268 1 422
#> 423 4.001138e-01 1.542786037 1.33164490 1 423
#> 424 1.557639e+00 1.313096644 1.48516600 1 424
#> 425 2.256835e+00 2.594935929 3.58892234 1 425
#> 426 6.097239e-01 1.367866904 2.39845858 1 426
#> 427 1.781984e+00 2.343041408 2.60426200 1 427
#> 428 1.881935e+00 1.901187749 3.09431498 1 428
#> 429 1.234885e+00 4.963850912 2.92649121 1 429
#> 430 7.958708e-01 3.820724927 2.21706943 1 430
#> 431 2.545130e+00 2.214347507 2.41467861 1 431
#> 432 1.428783e+00 0.171934820 1.93680607 1 432
#> 433 6.414359e-01 0.094380664 3.27442204 1 433
#> 434 1.374063e-01 2.178873085 3.16342628 1 434
#> 435 3.249758e+00 2.043801213 2.32071712 1 435
#> 436 1.993713e+00 3.127582726 2.00548423 1 436
#> 437 1.152283e+00 4.072471999 3.37794958 1 437
#> 438 2.002534e+00 3.608753850 1.87070612 1 438
#> 439 1.920639e-01 2.694267998 3.02327399 1 439
#> 440 -2.389196e-01 3.470068620 2.33592897 1 440
#> 441 1.498611e+00 2.675709440 3.89310262 1 441
#> 442 1.577164e+00 4.036720437 2.01116626 1 442
#> 443 5.100277e-01 0.250165127 2.76987905 1 443
#> 444 1.042376e+00 0.190844136 0.78390836 1 444
#> 445 1.594146e+00 0.684668630 -0.42748854 1 445
#> 446 3.630278e+00 1.300044761 2.11094800 1 446
#> 447 -1.800452e-03 1.811591739 2.14652166 1 447
#> 448 1.262680e+00 1.903283102 2.99349487 1 448
#> 449 1.614863e+00 3.372934615 3.57998175 1 449
#> 450 1.910080e+00 0.758412642 1.45898021 1 450
#> 451 2.511016e+00 1.290994349 1.08256673 1 451
#> 452 2.336267e+00 2.580088070 1.62477903 1 452
#> 453 1.418873e+00 1.812610218 -0.20919827 1 453
#> 454 2.455545e+00 1.856386958 0.40919583 1 454
#> 455 2.402428e+00 1.499064266 0.31897200 1 455
#> 456 1.367112e+00 1.934819488 1.73172250 1 456
#> 457 3.819481e+00 1.204544146 2.98670317 1 457
#> 458 -6.857485e-01 3.382779298 3.75993017 1 458
#> 459 1.356656e+00 2.396844319 3.43073699 1 459
#> 460 1.956478e+00 1.112317201 5.20612139 1 460
#> 461 2.211889e+00 1.850362254 5.09178164 1 461
#> 462 1.842493e+00 2.672869431 4.93452729 1 462
#> 463 2.065340e+00 2.214842961 4.41744739 1 463
#> 464 7.955510e-01 1.666522624 3.31513206 1 464
#> 465 7.939718e-01 1.998318940 3.10200760 1 465
#> 466 1.440611e+00 2.134700430 3.15652438 1 466
#> 467 1.407450e+00 3.192599329 2.46906210 1 467
#> 468 1.490748e+00 2.887654020 2.70985480 1 468
#> 469 2.229380e+00 1.835727650 2.86537821 1 469
#> 470 2.178190e+00 0.319628631 1.56960967 1 470
#> 471 2.336497e+00 1.718908375 2.25768230 1 471
#> 472 9.007421e-01 2.216781942 1.93688249 1 472
#> 473 6.854081e-01 3.134397674 2.41525345 1 473
#> 474 4.532733e-01 3.131951951 2.38359683 1 474
#> 475 1.066130e+00 2.414048783 2.23684123 1 475
#> 476 2.695441e+00 2.884686462 3.68762945 1 476
#> 477 1.803737e+00 3.284463724 1.86095563 1 477
#> 478 2.693239e+00 0.593610592 -0.27697427 1 478
#> 479 9.461828e-01 0.628665130 1.58272317 1 479
#> 480 4.829071e-01 0.677548448 0.58974705 1 480
#> 481 1.199281e+00 0.710084736 1.55040322 1 481
#> 482 1.719091e-01 1.631367534 2.00718237 1 482
#> 483 4.264734e-01 2.603142369 1.63396575 1 483
#> 484 2.161817e+00 2.623932371 0.67992050 1 484
#> 485 2.515699e+00 2.252402450 -0.21608167 1 485
#> 486 2.476089e+00 1.461101175 1.77763286 1 486
#> 487 1.569260e+00 2.212461412 2.14746455 1 487
#> 488 1.944656e+00 2.442150642 1.99945860 1 488
#> 489 2.125687e+00 2.816227684 -0.08091922 1 489
#> 490 8.840576e-01 2.719146154 -1.02490328 1 490
#> 491 3.835927e-01 3.997633902 0.67100781 1 491
#> 492 1.550949e+00 2.771625844 1.45711757 1 492
#> 493 3.042819e-01 2.778265576 0.95416991 1 493
#> 494 4.700196e-01 1.268499729 1.69947001 1 494
#> 495 3.137510e-01 2.826336909 1.22977506 1 495
#> 496 2.994101e-01 2.655414721 3.15723467 1 496
#> 497 1.229049e+00 0.482033692 2.79248894 1 497
#> 498 1.491642e+00 1.325422067 1.78039659 1 498
#> 499 1.188279e+00 2.507075361 1.03663811 1 499
#> 500 4.909884e-01 3.094738560 1.42143984 1 500
#> 501 4.081699e-01 4.528093729 3.06355755 1 501
#> 502 1.817032e+00 2.888846922 3.24998923 1 502
#> 503 1.076742e+00 2.000348975 4.06082448 1 503
#> 504 2.243862e+00 2.404481713 4.84938176 1 504
#> 505 2.305307e+00 1.992672230 4.47361127 1 505
#> 506 1.682953e+00 1.826856075 5.09455067 1 506
#> 507 1.022582e+00 2.692060949 3.61629044 1 507
#> 508 1.840613e+00 4.021449286 2.67010177 1 508
#> 509 1.755067e+00 4.003556435 2.78178895 1 509
#> 510 9.017784e-01 4.292330475 4.93397168 1 510
#> 511 2.092242e+00 2.679879571 4.53091105 1 511
#> 512 3.018121e+00 2.699634812 3.18901194 1 512
#> 513 2.766074e+00 4.047675773 2.34580935 1 513
#> 514 1.922316e+00 3.341826010 2.26892838 1 514
#> 515 1.933849e+00 3.109468819 0.05823832 1 515
#> 516 2.724309e+00 3.078764937 -0.44613921 1 516
#> 517 4.374286e+00 4.197149042 1.23284901 1 517
#> 518 1.519023e+00 1.643879796 1.65840423 1 518
#> 519 1.946134e+00 2.963463253 4.14166829 1 519
#> 520 1.993652e+00 2.213684302 4.01679937 1 520
#> 521 2.616901e+00 2.187346149 2.46916506 1 521
#> 522 2.478524e+00 2.089003333 2.58831433 1 522
#> 523 1.829273e+00 2.523131733 3.26430694 1 523
#> 524 2.297249e+00 2.324847582 2.92731490 1 524
#> 525 1.073436e+00 2.928354826 3.71190999 1 525
#> 526 1.066524e+00 2.065068876 3.74004921 1 526
#> 527 1.844022e+00 0.226847138 3.71319656 1 527
#> 528 1.210901e+00 2.038864517 1.92843900 1 528
#> 529 1.216146e+00 0.964640623 2.63913966 1 529
#> 530 -4.469752e-01 1.920825244 1.58329248 1 530
#> 531 1.136821e+00 2.366732050 3.46319247 1 531
#> 532 1.540997e+00 3.555425872 3.98254419 1 532
#> 533 2.988943e-01 3.574268040 3.83333638 1 533
#> 534 2.101372e+00 2.164144744 5.30820596 1 534
#> 535 1.971633e+00 -0.099486923 2.73481617 1 535
#> 536 1.598734e+00 0.183027510 2.48353928 1 536
#> 537 -2.096091e-01 0.129359172 1.49046670 1 537
#> 538 2.595429e-01 2.073354839 1.83958055 1 538
#> 539 2.110763e+00 1.807371301 2.18956674 1 539
#> 540 2.569603e+00 2.042188930 3.46184480 1 540
#> 541 3.566713e+00 1.292322406 2.79985262 1 541
#> 542 2.342260e+00 0.256822006 2.53084699 1 542
#> 543 2.084960e+00 0.388983907 2.60305816 1 543
#> 544 2.605538e+00 1.821691994 2.74186818 1 544
#> 545 1.610986e+00 2.314722417 2.54336978 1 545
#> 546 2.809578e+00 0.024995900 3.13683076 1 546
#> 547 3.772495e+00 1.758050349 2.74594469 1 547
#> 548 2.048774e+00 2.058889375 2.40112448 1 548
#> 549 2.585058e+00 2.792006855 2.12820896 1 549
#> 550 2.366373e+00 3.006751094 1.46426717 1 550
#> 551 3.648239e+00 3.612107054 0.78144320 1 551
#> 552 1.971170e+00 0.812450384 0.60247821 1 552
#> 553 1.550031e+00 1.320732682 2.93085324 1 553
#> 554 1.269485e+00 2.480723582 3.49119431 1 554
#> 555 1.309439e+00 1.927439584 2.56574058 1 555
#> 556 1.428088e+00 1.076884778 2.10082194 1 556
#> 557 1.376316e+00 1.666090953 1.75533899 1 557
#> 558 5.678776e-01 2.894032773 1.13057637 1 558
#> 559 1.736020e+00 2.675145179 2.54384710 1 559
#> 560 -1.024633e-01 3.247102469 3.92568600 1 560
#> 561 -6.810664e-01 2.906546430 3.88766857 1 561
#> 562 2.230072e-01 2.569188094 4.83597995 1 562
#> 563 1.165723e+00 4.017144684 5.04649196 1 563
#> 564 9.807123e-01 1.561182749 4.95441974 1 564
#> 565 2.479495e+00 3.087323579 2.89298281 1 565
#> 566 1.459431e+00 0.357714484 2.69923570 1 566
#> 567 2.660942e+00 1.327395790 3.45239070 1 567
#> 568 2.840954e+00 0.175266212 4.40671169 1 568
#> 569 2.992072e+00 2.436627850 5.11057889 1 569
#> 570 2.433830e+00 2.099503159 4.80339722 1 570
#> 571 2.076833e+00 1.706344887 4.27031101 1 571
#> 572 1.300999e+00 1.675115928 3.04083940 1 572
#> 573 2.253025e+00 2.016192020 4.12134302 1 573
#> 574 3.150849e+00 0.863029965 4.30359542 1 574
#> 575 1.918845e+00 2.568443998 3.09807352 1 575
#> 576 8.683297e-01 2.460269936 3.47771990 1 576
#> 577 9.640807e-01 2.887141865 2.42410651 1 577
#> 578 1.838291e+00 1.721039852 3.02594931 1 578
#> 579 -2.804090e-01 1.182670391 2.56101851 1 579
#> 580 2.707467e+00 0.154537510 2.09698037 1 580
#> 581 3.058269e+00 2.591966414 3.16678238 1 581
#> 582 2.308261e+00 2.698680881 2.57399590 1 582
#> 583 1.382762e+00 2.260440208 2.93545637 1 583
#> 584 2.387218e-01 0.070745753 1.69446907 1 584
#> 585 6.123973e-01 1.600700654 3.86479514 1 585
#> 586 7.141570e-01 1.948458667 4.64470947 1 586
#> 587 4.758621e-01 2.587848156 2.06052460 1 587
#> 588 1.942386e+00 2.362811315 2.41097542 1 588
#> 589 -8.188495e-01 2.704932082 3.86096592 1 589
#> 590 9.846008e-02 0.914784954 2.09573478 1 590
#> 591 2.415635e+00 1.195394378 3.55207741 1 591
#> 592 2.803638e+00 1.350582001 3.21778494 1 592
#> 593 2.761784e+00 1.488512942 3.60290956 1 593
#> 594 1.943839e+00 3.749422126 3.10307088 1 594
#> 595 1.502675e+00 2.146571752 3.76390764 1 595
#> 596 1.916163e+00 2.884703272 2.69703758 1 596
#> 597 2.367728e+00 2.736093596 2.74573075 1 597
#> 598 9.618144e-01 2.465122865 1.75420703 1 598
#> 599 6.114389e-01 3.452267497 1.06918764 1 599
#> 600 5.824093e-01 1.814217137 0.73393576 1 600
#> 601 9.042723e-01 1.576917777 -0.40155074 1 601
#> 602 1.199166e+00 2.340242023 3.15354164 1 602
#> 603 2.622088e+00 1.251143968 3.88720744 1 603
#> 604 8.914304e-01 1.015809598 3.37033188 1 604
#> 605 -1.108486e-01 2.572750757 3.75296415 1 605
#> 606 5.847921e-01 1.754676124 5.06320491 1 606
#> 607 7.316479e-01 1.398246116 4.93750899 1 607
#> 608 2.233223e+00 2.019019335 3.83120783 1 608
#> 609 2.188431e+00 0.553153965 3.00589046 1 609
#> 610 3.571702e-01 1.828101560 2.54452008 1 610
#> 611 9.392083e-01 0.352090527 3.59092997 1 611
#> 612 2.266064e+00 2.948004941 4.33922381 1 612
#> 613 8.323382e-01 2.801248026 4.24649042 1 613
#> 614 2.009988e+00 2.754144130 4.52562125 1 614
#> 615 1.301142e+00 4.033669313 5.05714257 1 615
#> 616 8.147738e-01 3.878240776 3.62390367 1 616
#> 617 1.661434e+00 4.267111911 2.92395196 1 617
#> 618 3.437432e+00 2.274393328 3.59806801 1 618
#> 619 3.313952e+00 2.574741341 3.45390843 1 619
#> 620 3.601658e+00 2.618003242 3.11960032 1 620
#> 621 2.161740e+00 3.898928599 2.25974022 1 621
#> 622 2.965213e-01 3.537829021 1.53284974 1 622
#> 623 1.805166e+00 3.314353635 1.83918408 1 623
#> 624 1.385288e+00 3.202944665 1.79076469 1 624
#> 625 2.302833e+00 4.397616455 2.97283941 1 625
#> 626 5.232883e-01 2.003212672 1.56123275 1 626
#> 627 1.545399e+00 1.341567405 1.81536107 1 627
#> 628 1.203891e+00 -0.008299955 1.44768931 1 628
#> 629 1.250489e+00 1.773899750 0.76693387 1 629
#> 630 1.451074e+00 2.477277005 1.64761205 1 630
#> 631 7.121856e-01 1.094899427 2.34028246 1 631
#> 632 1.553923e+00 2.211839980 1.45353776 1 632
#> 633 -3.353711e-01 1.135586306 2.76854712 1 633
#> 634 2.438602e+00 1.627594387 4.53721310 1 634
#> 635 3.157117e+00 3.284336812 5.35366983 1 635
#> 636 2.308814e+00 3.317057503 3.41534942 1 636
#> 637 1.821726e+00 3.614643823 2.53506932 1 637
#> 638 1.486145e+00 4.037608906 2.71862017 1 638
#> 639 1.696985e+00 3.057749183 1.75239076 1 639
#> 640 2.674692e+00 2.943483892 1.90518477 1 640
#> 641 3.315512e+00 2.360046187 2.42158730 1 641
#> 642 2.756810e+00 2.827719691 3.01425963 1 642
#> 643 1.591316e+00 2.062794119 1.66384093 1 643
#> 644 2.881018e+00 2.407009380 2.85859277 1 644
#> 645 6.482241e-01 1.183465328 3.31086725 1 645
#> 646 2.217036e+00 0.440263052 5.82656514 1 646
#> 647 1.912037e+00 1.571528979 3.89999642 1 647
#> 648 8.732633e-01 1.594967066 3.46155519 1 648
#> 649 2.308045e+00 2.939692862 2.88678352 1 649
#> 650 1.445169e-01 2.740545593 1.12490672 1 650
#> 651 2.607759e+00 1.714799924 1.22152073 1 651
#> 652 -4.135212e-01 1.490593665 3.63036140 1 652
#> 653 6.463748e-01 0.837781641 4.40436532 1 653
#> 654 -6.447733e-01 1.533987617 3.65955874 1 654
#> 655 7.613957e-02 0.320903678 4.80517446 1 655
#> 656 1.201036e+00 0.135600344 3.33581728 1 656
#> 657 5.676328e-01 0.901762360 2.49106583 1 657
#> 658 4.867059e-01 1.802379322 3.88485644 1 658
#> 659 1.313543e+00 0.700971099 1.25480812 1 659
#> 660 1.563516e+00 3.309256627 0.50587074 1 660
#> 661 1.757991e+00 3.430827980 1.37294004 1 661
#> 662 1.557001e+00 4.187409900 1.82252243 1 662
#> 663 2.190049e+00 2.593782117 2.69710683 1 663
#> 664 3.797298e+00 2.233164441 2.16254995 1 664
#> 665 3.244507e+00 3.281913029 1.82275107 1 665
#> 666 1.971539e+00 1.569213622 3.36473551 1 666
#> 667 1.157087e+00 3.330852855 3.29364809 1 667
#> 668 -3.921360e-01 3.650035000 3.47919237 1 668
#> 669 7.075339e-01 2.881646946 3.67448792 1 669
#> 670 3.141563e+00 2.097199570 1.60451113 1 670
#> 671 2.254151e+00 2.125587163 1.97991523 1 671
#> 672 7.782070e-02 2.141700851 1.82664237 1 672
#> 673 9.541730e-01 2.047261940 1.72092265 1 673
#> 674 1.802524e+00 2.581720803 0.85270823 1 674
#> 675 1.918718e+00 1.174360201 1.27399225 1 675
#> 676 2.422299e+00 1.927085790 2.55311896 1 676
#> 677 1.703195e+00 4.291379198 1.64835792 1 677
#> 678 3.639705e+00 3.596253777 0.85751568 1 678
#> 679 3.536798e+00 2.973909948 2.43745393 1 679
#> 680 2.204728e+00 2.040117826 3.16185560 1 680
#> 681 1.734257e+00 1.870458264 1.97703231 1 681
#> 682 1.979384e+00 0.833640410 1.65837117 1 682
#> 683 -9.205950e-01 -0.261906443 1.75423205 1 683
#> 684 1.220280e+00 1.626379407 1.11880856 1 684
#> 685 3.637830e+00 2.753688946 -0.14688910 1 685
#> 686 2.256753e+00 1.191963800 0.80822988 1 686
#> 687 2.748216e+00 0.947306380 1.54754932 1 687
#> 688 2.419892e+00 1.172861215 3.30785131 1 688
#> 689 3.520145e+00 2.724730194 2.24431342 1 689
#> 690 9.449530e-01 2.589746399 3.26954447 1 690
#> 691 3.805211e+00 2.930247382 4.44480395 1 691
#> 692 1.849880e+00 2.755384997 3.23642236 1 692
#> 693 2.519027e+00 2.015706626 1.63017793 1 693
#> 694 1.582402e+00 1.247396219 3.13190558 1 694
#> 695 7.603069e-01 0.086813684 1.61708579 1 695
#> 696 9.862953e-01 -0.946148442 0.78061127 1 696
#> 697 8.700770e-01 0.950205134 2.38689447 1 697
#> 698 2.755750e+00 1.925722374 0.75092767 1 698
#> 699 3.602881e+00 3.565195355 1.11747848 1 699
#> 700 2.773879e+00 0.889259231 0.29629108 1 700
#> 701 3.571424e+00 2.690346980 1.12687204 1 701
#> 702 3.041307e+00 3.662146065 1.12438261 1 702
#> 703 1.795879e+00 2.948729560 1.12786327 1 703
#> 704 1.179769e+00 3.275115444 3.66283213 1 704
#> 705 7.831656e-01 3.532610794 3.63867905 1 705
#> 706 1.571863e+00 1.348226086 3.28109087 1 706
#> 707 -7.269073e-01 2.113894716 3.85777637 1 707
#> 708 2.367986e-02 1.690366693 1.77822128 1 708
#> 709 1.553640e+00 3.365561238 2.43830623 1 709
#> 710 3.554971e+00 2.990332591 2.45933415 1 710
#> 711 3.050507e+00 4.674382695 2.49599044 1 711
#> 712 9.732863e-01 1.853737068 3.01422305 1 712
#> 713 1.590374e+00 0.395016252 3.63686262 1 713
#> 714 2.347518e+00 1.466156929 1.22757259 1 714
#> 715 8.468085e-01 3.078107271 3.91676381 1 715
#> 716 6.956644e-01 3.668929459 4.11643460 1 716
#> 717 1.428128e+00 3.379402340 4.45585077 1 717
#> 718 9.713928e-01 2.825118789 5.56332319 1 718
#> 719 1.097659e+00 4.020231606 4.42139315 1 719
#> 720 2.215811e+00 2.420598331 4.27013508 1 720
#> 721 -6.132638e-02 0.844639089 2.79147227 1 721
#> 722 -1.578872e+00 1.446153396 3.67506399 1 722
#> 723 -9.782267e-01 -0.509559183 2.47372416 1 723
#> 724 3.854183e-01 2.720741988 1.19437017 1 724
#> 725 -6.844547e-01 1.127840587 0.11738192 1 725
#> 726 1.942919e+00 1.946874126 3.22621706 1 726
#> 727 1.640792e+00 2.788135889 1.89292201 1 727
#> 728 1.781159e-01 2.343028474 3.54226174 1 728
#> 729 4.882959e+00 1.699814390 2.02107986 1 729
#> 730 2.058980e+00 2.969984927 3.47748417 1 730
#> 731 1.245945e+00 2.021511185 2.49026799 1 731
#> 732 2.985404e+00 1.829945588 2.59122789 1 732
#> 733 6.450045e-01 2.580002287 1.68850984 1 733
#> 734 9.559211e-01 2.339375551 2.31089945 1 734
#> 735 1.741279e+00 2.616495318 2.25281804 1 735
#> 736 8.610164e-01 2.885239992 2.53001723 1 736
#> 737 1.843873e+00 1.117922535 2.43048498 1 737
#> 738 1.154565e+00 2.194433863 4.24186668 1 738
#> 739 -2.594406e-01 1.739027218 5.53757952 1 739
#> 740 4.215342e-01 1.057681850 3.84970035 1 740
#> 741 1.711852e+00 3.280801100 2.90327829 1 741
#> 742 -5.674062e-01 2.433589195 1.65052497 1 742
#> 743 8.856973e-01 4.030394249 1.74931250 1 743
#> 744 2.387176e-01 4.042701474 4.21904658 1 744
#> 745 1.758902e+00 1.850802281 3.59191628 1 745
#> 746 1.052033e+00 2.336445434 3.49614138 1 746
#> 747 2.601091e+00 0.923560505 2.95386133 1 747
#> 748 3.054330e+00 0.441364108 3.49063985 1 748
#> 749 2.717917e+00 1.085037548 1.40191539 1 749
#> 750 9.611456e-01 2.830618317 -0.01007565 1 750
#> 751 2.050913e+00 3.306860405 1.68732948 1 751
#> 752 3.454687e+00 1.246284475 1.74636528 1 752
#> 753 1.778563e+00 1.829667012 2.47334202 1 753
#> 754 2.550076e+00 -2.083992344 4.11406751 1 754
#> 755 2.814689e+00 -0.090028520 4.42601652 1 755
#> 756 2.374552e+00 -1.527148285 4.06469780 1 756
#> 757 4.149379e+00 -0.280760074 2.82843131 1 757
#> 758 2.994908e+00 0.518759983 4.28002435 1 758
#> 759 2.155197e+00 0.134753226 2.26542106 1 759
#> 760 2.850838e+00 1.311631826 2.24383701 1 760
#> 761 -5.720312e-01 3.158306303 2.30065071 1 761
#> 762 7.078428e-01 3.632433737 3.33660643 1 762
#> 763 2.552150e+00 2.500813466 4.56443362 1 763
#> 764 1.376013e+00 2.435816803 1.87266595 1 764
#> 765 1.439315e+00 1.540486679 1.87068551 1 765
#> 766 1.118364e+00 1.539711869 0.46526363 1 766
#> 767 1.763228e+00 2.369731348 1.24018083 1 767
#> 768 1.479220e+00 2.114278992 1.45944129 1 768
#> 769 3.024264e+00 2.248028330 2.38153974 1 769
#> 770 4.091840e+00 1.470802191 2.37817199 1 770
#> 771 2.712254e+00 2.314741557 2.08504921 1 771
#> 772 1.275495e+00 2.636902918 2.73856468 1 772
#> 773 2.065332e+00 1.793325755 4.60463948 1 773
#> 774 2.082438e+00 2.194073437 2.52153767 1 774
#> 775 2.482896e+00 3.065258768 1.56106767 1 775
#> 776 3.248538e+00 1.513146817 0.92151478 1 776
#> 777 3.282580e-01 0.921987692 1.26219932 1 777
#> 778 2.758918e+00 1.392548649 1.73234697 1 778
#> 779 2.239305e+00 1.379089321 3.69927351 1 779
#> 780 1.889152e+00 2.926518943 3.05003997 1 780
#> 781 1.732355e+00 1.259152209 2.84461450 1 781
#> 782 2.403743e+00 0.837930474 3.99737554 1 782
#> 783 3.300364e+00 0.422794320 2.55693965 1 783
#> 784 3.523567e+00 0.133785143 3.18319884 1 784
#> 785 3.788534e+00 1.529465897 3.26320218 1 785
#> 786 3.036830e+00 2.960332406 3.41821012 1 786
#> 787 2.598002e+00 2.551410170 2.65657538 1 787
#> 788 2.282255e+00 4.166654458 3.56568095 1 788
#> 789 1.095850e+00 4.441786140 4.32495538 1 789
#> 790 1.658519e+00 2.574658074 3.29843588 1 790
#> 791 2.741755e+00 1.069261596 3.74537751 1 791
#> 792 2.898064e+00 1.450476156 2.88245120 1 792
#> 793 2.244205e+00 0.249343848 2.92623812 1 793
#> 794 9.144742e-01 -1.025839438 2.29770551 1 794
#> 795 9.502780e-01 0.244073360 4.02615648 1 795
#> 796 1.606564e+00 1.001527674 2.95566755 1 796
#> 797 8.541082e-01 2.095179144 2.40829265 1 797
#> 798 1.383187e+00 1.187806045 1.52257801 1 798
#> 799 1.550443e+00 2.306381695 2.38163946 1 799
#> 800 2.459687e+00 1.487808367 4.03878308 1 800
#> 801 3.608132e+00 2.548696885 4.10487342 1 801
#> 802 1.085646e+00 2.884049550 3.11341884 1 802
#> 803 1.689345e+00 3.027166507 1.85852091 1 803
#> 804 1.977390e+00 4.152793600 3.93760062 1 804
#> 805 2.822895e+00 2.831855420 4.16148807 1 805
#> 806 3.274763e+00 1.396433653 4.98624784 1 806
#> 807 2.663414e+00 -0.828276576 2.66662189 1 807
#> 808 2.625314e+00 0.493562837 2.96482310 1 808
#> 809 2.500350e+00 0.666413386 2.51085135 1 809
#> 810 -3.726154e-01 1.197924133 1.88445961 1 810
#> 811 1.896151e+00 1.251241133 2.40677522 1 811
#> 812 1.141449e+00 -0.868952993 2.51651834 1 812
#> 813 7.216235e-01 1.421883928 1.76747024 1 813
#> 814 1.418884e+00 0.172648207 4.21741759 1 814
#> 815 2.110358e+00 -0.398889118 5.84085219 1 815
#> 816 2.183006e+00 0.194740747 4.64585859 1 816
#> 817 2.188532e+00 -0.148559701 4.05203834 1 817
#> 818 1.291622e+00 1.782204217 5.52205113 1 818
#> 819 3.256493e+00 1.755702436 3.88164476 1 819
#> 820 1.995250e+00 0.289477132 3.04193456 1 820
#> 821 2.665784e+00 0.168403816 3.04923662 1 821
#> 822 1.898146e+00 2.209149482 2.86925433 1 822
#> 823 5.392146e-01 2.170676180 4.01887149 1 823
#> 824 1.119584e+00 1.713734282 3.88833518 1 824
#> 825 2.702835e+00 1.631414525 3.84502833 1 825
#> 826 1.951465e+00 2.407041619 2.87691096 1 826
#> 827 3.200458e+00 0.395310011 3.02284370 1 827
#> 828 2.356184e+00 0.482081818 3.18236841 1 828
#> 829 3.439150e+00 1.341336037 4.25891056 1 829
#> 830 1.355927e+00 1.550069087 3.82191835 1 830
#> 831 1.433487e+00 2.321469071 3.90342190 1 831
#> 832 2.017308e+00 2.200630300 3.09477322 1 832
#> 833 1.660802e+00 -0.202475688 4.48524211 1 833
#> 834 1.263696e+00 0.240837173 3.62498375 1 834
#> 835 1.413517e+00 1.440183821 2.69831320 1 835
#> 836 2.275197e+00 3.178912999 2.50641369 1 836
#> 837 2.756064e+00 3.153518189 1.99902232 1 837
#> 838 2.730268e+00 3.162870721 2.00417769 1 838
#> 839 1.026728e+00 2.996215180 2.61174168 1 839
#> 840 6.681824e-01 1.998372278 2.17259915 1 840
#> 841 3.041055e-01 2.241803648 3.26794658 1 841
#> 842 2.363046e+00 2.392754912 4.44503268 1 842
#> 843 1.428038e+00 2.521166770 5.79021298 1 843
#> 844 1.660804e+00 0.797118383 4.95980541 1 844
#> 845 -1.988679e-01 2.193866307 4.59317349 1 845
#> 846 1.452740e+00 1.757395270 3.33931404 1 846
#> 847 1.898838e+00 2.317819895 4.43479190 1 847
#> 848 1.196369e+00 2.543188175 3.60889470 1 848
#> 849 8.405055e-01 3.160083665 5.45040928 1 849
#> 850 2.318223e+00 4.020068565 3.95241636 1 850
#> 851 2.212224e+00 3.322493848 4.53854403 1 851
#> 852 1.620273e+00 3.094232387 4.57169319 1 852
#> 853 2.312980e+00 1.128023368 5.20871680 1 853
#> 854 1.347621e+00 2.447751389 3.48975685 1 854
#> 855 -1.105080e+00 3.407188771 1.81972347 1 855
#> 856 2.487518e+00 2.792487495 2.72876982 1 856
#> 857 3.803026e+00 2.081491327 2.17071752 1 857
#> 858 9.722887e-01 3.061181684 1.63796024 1 858
#> 859 2.005384e+00 3.338326121 1.19355453 1 859
#> 860 1.532892e+00 3.919064984 3.34194537 1 860
#> 861 1.680405e+00 4.145482815 2.88293310 1 861
#> 862 1.222842e+00 2.284852960 3.11369628 1 862
#> 863 1.625583e+00 3.104150559 3.05507933 1 863
#> 864 1.959118e+00 2.862064343 3.89813135 1 864
#> 865 1.594046e+00 2.661542275 1.19120709 1 865
#> 866 9.622752e-01 1.655419849 -0.57344413 1 866
#> 867 4.976733e-01 2.893345386 2.43021538 1 867
#> 868 2.387172e+00 1.784692395 2.27494756 1 868
#> 869 5.587531e-01 2.486816880 2.24183277 1 869
#> 870 2.921214e+00 -0.097464967 0.37252874 1 870
#> 871 1.457637e-01 0.649220400 1.32497457 1 871
#> 872 1.512595e+00 3.117049259 2.64799437 1 872
#> 873 1.372297e+00 3.155216704 2.86355165 1 873
#> 874 -9.388464e-02 2.998817355 2.98379945 1 874
#> 875 6.888936e-01 3.299867589 3.37370062 1 875
#> 876 1.933475e+00 2.423305489 3.67806203 1 876
#> 877 1.917676e+00 1.972345220 2.58922912 1 877
#> 878 1.714735e+00 1.491359416 3.12777730 1 878
#> 879 1.324355e+00 1.711023036 3.53559477 1 879
#> 880 1.102795e+00 1.503723019 1.85334058 1 880
#> 881 2.769478e+00 0.505108824 3.25857750 1 881
#> 882 5.550681e-01 1.307230490 1.89717101 1 882
#> 883 2.537133e+00 1.013641024 2.18110048 1 883
#> 884 2.768718e+00 0.237302089 1.47502386 1 884
#> 885 3.435788e+00 0.091464414 0.25215896 1 885
#> 886 2.116790e+00 1.188534076 1.00521623 1 886
#> 887 4.039034e+00 2.912062691 0.61982731 1 887
#> 888 2.392823e+00 1.994626187 3.10703646 1 888
#> 889 2.118378e+00 1.660155112 1.63612809 1 889
#> 890 1.884857e+00 1.607578754 2.56531074 1 890
#> 891 3.090342e+00 2.366000291 2.15973892 1 891
#> 892 2.433515e+00 2.457608398 0.97064346 1 892
#> 893 1.912778e+00 0.064217416 2.49975370 1 893
#> 894 1.551650e+00 2.326319696 1.87810955 1 894
#> 895 1.730639e+00 3.111933563 2.36992448 1 895
#> 896 3.280037e+00 3.251037078 1.17707802 1 896
#> 897 2.891987e+00 1.229123727 0.92333504 1 897
#> 898 2.263298e+00 1.638501200 3.07211149 1 898
#> 899 1.355622e+00 3.162321497 3.33257198 1 899
#> 900 1.829879e-01 2.117957500 1.62449169 1 900
#> 901 1.450606e-01 3.199632766 4.35136786 1 901
#> 902 1.548979e+00 1.612254634 5.27397490 1 902
#> 903 2.647206e-01 2.536667664 6.66553988 1 903
#> 904 -1.379514e-01 2.181170227 3.78623735 1 904
#> 905 4.031646e-01 3.096531583 3.38076148 1 905
#> 906 1.076875e+00 1.681581818 1.98700844 1 906
#> 907 1.174011e+00 1.573651227 3.91006274 1 907
#> 908 3.835612e+00 1.158450825 2.54927195 1 908
#> 909 2.394200e+00 0.120625921 0.57446886 1 909
#> 910 9.424193e-01 1.079629390 2.53334082 1 910
#> 911 1.253248e+00 0.127323203 2.35113899 1 911
#> 912 3.238610e+00 1.272254621 2.69123112 1 912
#> 913 1.311895e+00 0.174792505 2.44164636 1 913
#> 914 1.032990e+00 1.203892046 1.92657254 1 914
#> 915 1.431028e-01 -0.240760147 0.38772519 1 915
#> 916 1.335113e+00 3.149701585 1.78877382 1 916
#> 917 3.695380e-01 1.050379427 2.79909438 1 917
#> 918 1.338401e+00 0.210658016 1.22019597 1 918
#> 919 2.014493e+00 1.530839910 0.92628689 1 919
#> 920 3.839410e+00 3.555536670 2.09425256 1 920
#> 921 1.542504e+00 1.915002982 1.27734166 1 921
#> 922 9.344861e-01 2.341173913 1.94020163 1 922
#> 923 7.560409e-01 2.375308569 3.45675791 1 923
#> 924 2.374680e+00 0.404493368 2.43314107 1 924
#> 925 2.535418e+00 0.504366910 0.76469706 1 925
#> 926 2.631946e+00 0.580921446 0.56455667 1 926
#> 927 3.192308e+00 0.050299078 2.38798866 1 927
#> 928 2.262298e+00 1.416288145 1.99149135 1 928
#> 929 1.749063e+00 2.274041049 1.53368754 1 929
#> 930 1.231818e+00 1.449117215 2.14931928 1 930
#> 931 1.798458e+00 0.844587516 1.15318639 1 931
#> 932 2.898309e+00 3.110684707 0.04894538 1 932
#> 933 3.168548e+00 0.249140512 1.44271626 1 933
#> 934 1.180926e+00 1.422738950 3.04711867 1 934
#> 935 1.543987e+00 1.847768536 3.04790249 1 935
#> 936 7.124404e-01 1.909840839 3.29211550 1 936
#> 937 4.065098e+00 1.612351412 3.81827505 1 937
#> 938 3.450613e+00 3.600916356 3.30944094 1 938
#> 939 2.012457e+00 2.421253284 2.37310704 1 939
#> 940 2.745306e+00 0.853044276 2.61065666 1 940
#> 941 3.941689e+00 2.015616015 0.07470156 1 941
#> 942 7.284245e-01 2.326077482 1.67156344 1 942
#> 943 3.323495e-01 2.252563141 1.10564292 1 943
#> 944 1.058093e+00 2.122051263 1.53334509 1 944
#> 945 1.676730e+00 0.603894035 1.19334308 1 945
#> 946 8.809602e-01 0.608282115 2.38365694 1 946
#> 947 2.913507e+00 -0.095731751 1.01187349 1 947
#> 948 1.677351e+00 0.798788009 1.30211859 1 948
#> 949 1.136009e+00 1.339414189 0.15024897 1 949
#> 950 1.123249e+00 2.658763998 1.66068469 1 950
#> 951 2.682813e+00 2.711128937 2.59891038 1 951
#> 952 1.937728e+00 1.668403962 1.50436380 1 952
#> 953 2.038360e+00 1.362252940 -0.24653004 1 953
#> 954 1.400358e+00 1.502894015 0.85266972 1 954
#> 955 2.099547e+00 1.651763187 0.25600473 1 955
#> 956 -5.441286e-02 2.025112981 1.03545382 1 956
#> 957 1.964512e+00 0.490864801 3.15734860 1 957
#> 958 2.595730e+00 1.813799743 2.83064434 1 958
#> 959 1.249350e+00 1.655371628 2.65314980 1 959
#> 960 2.536133e+00 1.083352866 3.47675386 1 960
#> 961 1.448032e+00 1.722286257 4.88610440 1 961
#> 962 4.434633e-01 3.007792677 4.49084050 1 962
#> 963 -2.853374e-01 0.610122541 3.15527774 1 963
#> 964 4.903169e-01 1.797676636 4.33729497 1 964
#> 965 9.102559e-01 2.468124326 2.38811564 1 965
#> 966 5.215046e-01 4.563781276 1.23153902 1 966
#> 967 1.051641e+00 2.222455070 1.19181693 1 967
#> 968 -2.072752e-01 2.305813795 0.08155757 1 968
#> 969 7.748130e-01 2.276105597 1.31477505 1 969
#> 970 4.126961e-01 1.537312649 1.22352086 1 970
#> 971 1.861728e+00 1.147534699 1.41497615 1 971
#> 972 2.093530e+00 3.202510139 3.08894160 1 972
#> 973 6.732124e-01 3.022745200 4.12572096 1 973
#> 974 -1.563870e+00 4.616307636 2.77776374 1 974
#> 975 6.739896e-01 2.761238002 3.14387063 1 975
#> 976 1.757793e+00 2.061064775 2.65856889 1 976
#> 977 -3.871682e-01 1.940902361 2.74920222 1 977
#> 978 6.166405e-01 1.452573238 1.45419212 1 978
#> 979 1.293964e+00 1.977936221 0.82582436 1 979
#> 980 -5.327400e-01 1.098113871 0.95115297 1 980
#> 981 3.920900e-01 1.855057325 0.74261786 1 981
#> 982 2.183193e+00 1.443173203 2.17828061 1 982
#> 983 -6.147055e-01 3.443570303 2.38598925 1 983
#> 984 -5.339840e-01 2.986372361 3.09570389 1 984
#> 985 1.318107e+00 1.896426514 4.14215867 1 985
#> 986 3.835341e+00 3.445184810 4.55695659 1 986
#> 987 3.997457e+00 1.590029454 4.50014702 1 987
#> 988 1.884764e+00 2.921140749 4.00800576 1 988
#> 989 1.141054e+00 2.655485013 3.15776042 1 989
#> 990 2.781990e+00 0.499505200 2.84095775 1 990
#> 991 9.802446e-01 0.688072388 1.13138848 1 991
#> 992 2.105635e+00 1.247943127 0.66501705 1 992
#> 993 2.011119e+00 1.087828125 1.05093404 1 993
#> 994 2.170452e+00 3.464745260 3.18198003 1 994
#> 995 1.418647e-01 2.060627801 3.51919535 1 995
#> 996 -8.818198e-02 2.055722893 3.00415681 1 996
#> 997 2.347703e+00 3.549605517 3.72575830 1 997
#> 998 2.384511e+00 1.695013594 3.10048532 1 998
#> 999 2.110068e+00 2.694674857 2.64428934 1 999
#> 1000 3.169139e+00 2.456989762 3.10352571 1 1000
#>
#> $idVar
#> [1] "id"
#>
#> $timeVar
#> [1] "time"
#>
#>
#> $num_regime
#> [1] 1
#>
#> $dim_latent_var
#> [1] 3
#>
#> $outfile
#> [1] "/tmp/RtmpYIQFwz/filec0716605d42"
#>
#> $verbose
#> [1] TRUE
#>
#> $compileLib
#> [1] TRUE
#>
#> $xstart
#> beta_11l1 beta_21l1 beta_31l1 beta_12l1 beta_22l1 beta_32l1 beta_13l1
#> 0 0 0 0 0 0 0
#> beta_23l1 beta_33l1 alpha_1 alpha_2 alpha_3 epsilon_11 epsilon_12
#> 0 0 0 0 0 0 0
#> epsilon_13 epsilon_22 epsilon_23 epsilon_33 mu_1 mu_2 mu_3
#> 0 0 0 0 0 0 0
#> sigma_11 sigma_12 sigma_13 sigma_22 sigma_23 sigma_33
#> 0 0 0 0 0 0
#>
#> $ub
#> beta_11l1 beta_21l1 beta_31l1 beta_12l1 beta_22l1 beta_32l1 beta_13l1
#> NA NA NA NA NA NA NA
#> beta_23l1 beta_33l1 alpha_1 alpha_2 alpha_3 epsilon_11 epsilon_12
#> NA NA NA NA NA NA NA
#> epsilon_13 epsilon_22 epsilon_23 epsilon_33 mu_1 mu_2 mu_3
#> NA NA NA NA NA NA NA
#> sigma_11 sigma_12 sigma_13 sigma_22 sigma_23 sigma_33
#> NA NA NA NA NA NA
#>
#> $lb
#> beta_11l1 beta_21l1 beta_31l1 beta_12l1 beta_22l1 beta_32l1 beta_13l1
#> NA NA NA NA NA NA NA
#> beta_23l1 beta_33l1 alpha_1 alpha_2 alpha_3 epsilon_11 epsilon_12
#> NA NA NA NA NA NA NA
#> epsilon_13 epsilon_22 epsilon_23 epsilon_33 mu_1 mu_2 mu_3
#> NA NA NA NA NA NA NA
#> sigma_11 sigma_12 sigma_13 sigma_22 sigma_23 sigma_33
#> NA NA NA NA NA NA
#>
#> $options
#> $xtol_rel
#> [1] 1e-07
#>
#> $stopval
#> [1] -9999
#>
#> $ftol_rel
#> [1] 1e-10
#>
#> $ftol_abs
#> [1] -1
#>
#> $maxeval
#> [1] 500
#>
#> $maxtime
#> [1] -1
#>
#>
#> $param.names
#> [1] "beta_11l1" "beta_21l1" "beta_31l1" "beta_12l1" "beta_22l1"
#> [6] "beta_32l1" "beta_13l1" "beta_23l1" "beta_33l1" "alpha_1"
#> [11] "alpha_2" "alpha_3" "epsilon_11" "epsilon_12" "epsilon_13"
#> [16] "epsilon_22" "epsilon_23" "epsilon_33" "mu_1" "mu_2"
#> [21] "mu_3" "sigma_11" "sigma_12" "sigma_13" "sigma_22"
#> [26] "sigma_23" "sigma_33"
#>