Specify Vector Autoregressive (VAR(p = 2)) Model using dynr
Source:R/fitAutoReg-model-var-p2-dynr.R
ModelVARP2Dynr.RdThis function specifies a VAR(p = 2) model
using the dynr::dynr.model() package.
Usage
ModelVARP2Dynr(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(),
ModelVARP1Dynr(),
OrigScale(),
PBootVARExoLasso(),
PBootVARExoOLS(),
PBootVARLasso(),
PBootVAROLS(),
RBootVARExoLasso(),
RBootVARExoOLS(),
RBootVARLasso(),
RBootVAROLS(),
SearchVARLasso(),
StdMat()
Examples
ModelVARP2Dynr(data = dat_p2)
#> $dynamics
#> $values.dyn
#> [[1]]
#> eta_1l1 eta_2l1 eta_3l1 eta_1l2 eta_2l2 eta_3l2
#> eta_1 0 0 0 0 0 0
#> eta_2 0 0 0 0 0 0
#> eta_3 0 0 0 0 0 0
#> eta_1l1 1 0 0 0 0 0
#> eta_2l1 0 1 0 0 0 0
#> eta_3l1 0 0 1 0 0 0
#>
#>
#> $params.dyn
#> [[1]]
#> eta_1l1 eta_2l1 eta_3l1 eta_1l2 eta_2l2 eta_3l2
#> eta_1 1 4 7 10 13 16
#> eta_2 2 5 8 11 14 17
#> eta_3 3 6 9 12 15 18
#> eta_1l1 0 0 0 0 0 0
#> eta_2l1 0 0 0 0 0 0
#> eta_3l1 0 0 0 0 0 0
#>
#>
#> $values.exo
#> list()
#>
#> $params.exo
#> list()
#>
#> $values.int
#> [[1]]
#> [,1]
#> [1,] 0
#> [2,] 0
#> [3,] 0
#> [4,] 0
#> [5,] 0
#> [6,] 0
#>
#>
#> $params.int
#> [[1]]
#> [,1]
#> [1,] 19
#> [2,] 20
#> [3,] 21
#> [4,] 0
#> [5,] 0
#> [6,] 0
#>
#>
#> $covariates
#> character(0)
#>
#> $isContinuousTime
#> [1] FALSE
#>
#>
#> $measurement
#> $values.load
#> [[1]]
#> eta_1 eta_2 eta_3 eta_1l1 eta_2l1 eta_3l1
#> y_1 1 0 0 0 0 0
#> y_2 0 1 0 0 0 0
#> y_3 0 0 1 0 0 0
#>
#>
#> $params.load
#> [[1]]
#> eta_1 eta_2 eta_3 eta_1l1 eta_2l1 eta_3l1
#> y_1 0 0 0 0 0 0
#> y_2 0 0 0 0 0 0
#> y_3 0 0 0 0 0 0
#>
#>
#> $values.exo
#> list()
#>
#> $params.exo
#> list()
#>
#> $values.int
#> list()
#>
#> $params.int
#> list()
#>
#> $state.names
#> [1] "eta_1" "eta_2" "eta_3" "eta_1l1" "eta_2l1" "eta_3l1"
#>
#> $obs.names
#> [1] "y_1" "y_2" "y_3"
#>
#> $exo.names
#> character(0)
#>
#>
#> $noise
#> $values.latent
#> [[1]]
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] 1 0 0 0 0 0
#> [2,] 0 1 0 0 0 0
#> [3,] 0 0 1 0 0 0
#> [4,] 0 0 0 0 0 0
#> [5,] 0 0 0 0 0 0
#> [6,] 0 0 0 0 0 0
#>
#>
#> $params.latent
#> [[1]]
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] 22 23 24 0 0 0
#> [2,] 23 25 26 0 0 0
#> [3,] 24 26 27 0 0 0
#> [4,] 0 0 0 0 0 0
#> [5,] 0 0 0 0 0 0
#> [6,] 0 0 0 0 0 0
#>
#>
#> $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] [,4] [,5] [,6]
#> [1,] 0 0 0 0.00000 0.00000 0.00000
#> [2,] 0 0 0 0.00000 0.00000 0.00000
#> [3,] 0 0 0 0.00000 0.00000 0.00000
#> [4,] 0 0 0 -13.81551 0.00000 0.00000
#> [5,] 0 0 0 0.00000 -13.81551 0.00000
#> [6,] 0 0 0 0.00000 0.00000 -13.81551
#>
#>
#> $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
#> [4,] 0
#> [5,] 0
#> [6,] 0
#>
#>
#> $params.inistate
#> [[1]]
#> [,1]
#> [1,] 28
#> [2,] 29
#> [3,] 30
#> [4,] 31
#> [5,] 32
#> [6,] 33
#>
#>
#> $values.inicov
#> [[1]]
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] 1 0 0 0 0 0
#> [2,] 0 1 0 0 0 0
#> [3,] 0 0 1 0 0 0
#> [4,] 0 0 0 1 0 0
#> [5,] 0 0 0 0 1 0
#> [6,] 0 0 0 0 0 1
#>
#>
#> $values.inicov.inv.ldl
#> [[1]]
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] 0 0 0 0 0 0
#> [2,] 0 0 0 0 0 0
#> [3,] 0 0 0 0 0 0
#> [4,] 0 0 0 0 0 0
#> [5,] 0 0 0 0 0 0
#> [6,] 0 0 0 0 0 0
#>
#>
#> $params.inicov
#> [[1]]
#> eta_1 eta_2 eta_3 eta_1l1 eta_2l1 eta_3l1
#> eta_1 34 35 36 37 38 39
#> eta_2 35 40 41 42 43 44
#> eta_3 36 41 45 46 47 48
#> eta_1l1 37 42 46 49 50 51
#> eta_2l1 38 43 47 50 52 53
#> eta_3l1 39 44 48 51 53 54
#>
#>
#> $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(22, 23, 24, 25, 26, 27)] = as.vector(transldl(matrix(c(vec[22],
#> vec[23], vec[24], 0, 0, 0, vec[23], vec[25], vec[26],
#> 0, 0, 0, vec[24], vec[26], vec[27], 0, 0, 0, 0, 0, 0,
#> -13.8155105579643, 0, 0, 0, 0, 0, 0, -13.8155105579643,
#> 0, 0, 0, 0, 0, 0, -13.8155105579643), ncol = 6)))[c(1,
#> 2, 3, 8, 9, 15)]
#> vec[c(34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46,
#> 47, 48, 49, 50, 51, 52, 53, 54)] = as.vector(transldl(matrix(c(vec[34],
#> vec[35], vec[36], vec[37], vec[38], vec[39], vec[35],
#> vec[40], vec[41], vec[42], vec[43], vec[44], vec[36],
#> vec[41], vec[45], vec[46], vec[47], vec[48], vec[37],
#> vec[42], vec[46], vec[49], vec[50], vec[51], vec[38],
#> vec[43], vec[47], vec[50], vec[52], vec[53], vec[39],
#> vec[44], vec[48], vec[51], vec[53], vec[54]), ncol = 6)))[c(1,
#> 2, 3, 4, 5, 6, 8, 9, 10, 11, 12, 15, 16, 17, 18, 22,
#> 23, 24, 29, 30, 36)]
#> return(vec)
#> }
#> <environment: 0x5619c6b06208>
#>
#> $inv.tfun
#> function (vec)
#> {
#> return(vec)
#> }
#> <environment: 0x5619c6b06208>
#>
#> $inv.tfun.full
#> function (vec)
#> {
#> vec[c(22, 23, 24, 25, 26, 27)] = as.vector(reverseldl(matrix(c(vec[22],
#> vec[23], vec[24], 0, 0, 0, vec[23], vec[25], vec[26],
#> 0, 0, 0, vec[24], vec[26], vec[27], 0, 0, 0, 0, 0, 0,
#> 1e-06, 0, 0, 0, 0, 0, 0, 1e-06, 0, 0, 0, 0, 0, 0, 1e-06),
#> ncol = 6)))[c(1, 2, 3, 8, 9, 15)]
#> vec[c(34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46,
#> 47, 48, 49, 50, 51, 52, 53, 54)] = as.vector(reverseldl(matrix(c(vec[34],
#> vec[35], vec[36], vec[37], vec[38], vec[39], vec[35],
#> vec[40], vec[41], vec[42], vec[43], vec[44], vec[36],
#> vec[41], vec[45], vec[46], vec[47], vec[48], vec[37],
#> vec[42], vec[46], vec[49], vec[50], vec[51], vec[38],
#> vec[43], vec[47], vec[50], vec[52], vec[53], vec[39],
#> vec[44], vec[48], vec[51], vec[53], vec[54]), ncol = 6)))[c(1,
#> 2, 3, 4, 5, 6, 8, 9, 10, 11, 12, 15, 16, 17, 18, 22,
#> 23, 24, 29, 30, 36)]
#> return(vec)
#> }
#> <environment: 0x5619c6b06208>
#>
#> $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 1.17006368 3.5206956 8.649973
#> 2 -0.39695894 4.1882647 9.236477
#> 3 0.92631781 2.9321097 9.602538
#> 4 -0.13370454 4.6953268 10.168341
#> 5 1.33329843 5.0710120 10.528508
#> 6 0.81928465 4.8158105 9.809259
#> 7 3.63329433 4.8418601 9.060199
#> 8 2.96407482 4.1045634 7.957679
#> 9 2.62606948 3.4723710 8.455482
#> 10 1.22543031 4.3264209 8.381536
#> 11 0.92278367 5.2300822 9.231466
#> 12 1.56864168 4.3019921 10.576416
#> 13 -0.02296072 4.2337927 10.183245
#> 14 1.97023097 4.1039788 9.847526
#> 15 1.97947517 3.2489904 9.090734
#> 16 3.21336304 3.0176557 9.737245
#> 17 3.75832081 1.6254662 9.710599
#> 18 3.38299249 2.9295778 10.027189
#> 19 3.22493533 0.6867928 10.458972
#> 20 2.79855885 3.4403979 9.594872
#> 21 1.70488855 5.2811379 9.802373
#> 22 -0.31871590 4.8930373 9.207704
#> 23 0.36453271 3.9626841 9.261363
#> 24 1.11574083 4.7113408 6.215360
#> 25 1.80027297 3.8238706 8.366754
#> 26 -0.12068573 3.2508281 7.093951
#> 27 2.98439337 2.5097979 7.287213
#> 28 2.11608883 3.3096012 7.500122
#> 29 2.13044672 2.0940972 8.043042
#> 30 2.76074994 3.5939849 5.585940
#> 31 2.11168194 4.0590324 7.367875
#> 32 1.84355003 3.0787514 7.559006
#> 33 3.12063094 3.1719656 5.775741
#> 34 2.96350999 2.1710093 8.170363
#> 35 1.30481945 3.5322480 7.097751
#> 36 3.18493357 3.4140775 6.082307
#> 37 2.17979772 3.4864435 7.631744
#> 38 2.49277763 2.4102162 8.435189
#> 39 1.40601062 3.7550610 9.632782
#> 40 4.06927531 3.1616275 9.491244
#> 41 3.89262552 3.0109154 9.049732
#> 42 3.54163878 4.2599966 8.561004
#> 43 3.63878246 4.6210550 8.684960
#> 44 2.90824016 3.9034651 9.758771
#> 45 2.34762092 4.5894877 10.423533
#> 46 2.98159870 3.1343694 8.273294
#> 47 3.38924892 3.7250763 9.741945
#> 48 1.66770114 4.3476963 7.867063
#> 49 3.21073647 4.9841658 7.855418
#> 50 1.10023550 3.2122183 9.286683
#> 51 0.87357402 2.6230794 8.815519
#> 52 2.80649099 3.6698356 8.402546
#> 53 1.78986290 3.1254394 8.993513
#> 54 3.18544888 1.6082610 10.352993
#> 55 2.42038134 1.6040905 10.292422
#> 56 3.20648938 2.0719871 9.978922
#> 57 1.33665293 1.4534997 9.013140
#> 58 0.97959619 2.3182422 11.030744
#> 59 -0.17562929 2.0319793 10.449219
#> 60 1.50590029 3.0860341 11.235139
#> 61 2.08793462 1.6052801 11.817392
#> 62 3.86667029 5.5650196 12.352784
#> 63 4.60334826 4.6717438 11.748391
#> 64 2.52364600 4.1156872 13.411171
#> 65 1.50745241 4.5379177 11.985455
#> 66 0.92959258 3.8971560 12.623542
#> 67 1.52705739 5.1701301 11.275783
#> 68 2.70536976 4.1955106 11.471783
#> 69 1.07428281 5.2796257 9.600528
#> 70 1.62218292 2.8581698 10.007791
#> 71 1.52621225 3.7610933 9.707121
#> 72 2.70104578 2.5254695 8.458316
#> 73 1.38067333 2.9573426 8.658511
#> 74 0.34635068 3.0913680 8.403190
#> 75 3.37373204 1.4889180 8.774932
#> 76 3.52344555 1.0425895 8.273418
#> 77 1.66018067 3.2971291 7.476870
#> 78 0.73408042 2.0447710 7.329371
#> 79 0.37045542 2.5580539 7.294013
#> 80 -1.03439948 1.7241395 7.558541
#> 81 0.05376785 1.4857482 8.064827
#> 82 0.66394270 2.6507831 6.971440
#> 83 0.50396708 2.2639349 8.264726
#> 84 1.97507626 2.8151741 6.439500
#> 85 2.09453153 3.7990995 7.680805
#> 86 2.81325932 3.5892208 8.981627
#> 87 1.57794059 2.8217289 9.368405
#> 88 1.90830204 2.1033459 10.781141
#> 89 1.14263661 1.7747404 9.248377
#> 90 2.37511070 1.5785658 9.638785
#> 91 0.40532417 1.8743002 10.514750
#> 92 1.43058822 3.8143942 10.802240
#> 93 0.59833631 3.4510039 10.416086
#> 94 1.98025628 2.7208717 8.686710
#> 95 0.73604351 4.6649405 10.067158
#> 96 1.06332387 3.0263584 8.687922
#> 97 2.04250143 1.7532969 9.033277
#> 98 2.25547972 1.7016016 9.441553
#> 99 2.20876795 2.7717464 10.925725
#> 100 2.01758014 4.7884479 10.099035
#> 101 2.35863169 5.6321866 10.899805
#> 102 1.82968431 5.5135617 9.500100
#> 103 1.59763607 4.5146095 10.730295
#> 104 1.03084323 3.8391002 10.025147
#> 105 0.65320515 4.2597874 11.230206
#> 106 1.07974551 4.7761858 13.263895
#> 107 2.25527421 5.5802365 11.248729
#> 108 0.38695072 7.0119096 12.321319
#> 109 0.89664408 5.9234003 13.156314
#> 110 1.05365500 4.8321649 13.098540
#> 111 1.15057403 3.5882993 13.228300
#> 112 1.77253355 2.6242217 13.854370
#> 113 1.71825314 1.6563381 16.758869
#> 114 1.27447830 2.7700934 14.209290
#> 115 1.71854777 2.3268127 13.391934
#> 116 3.01684119 3.4793411 13.704736
#> 117 3.06491967 4.8583099 13.217034
#> 118 1.68083730 4.2254903 11.497395
#> 119 2.69493643 4.8975308 12.538298
#> 120 2.38127988 4.6083015 12.597369
#> 121 2.98274014 2.6062533 11.745549
#> 122 2.41779502 2.9830963 12.470189
#> 123 2.03174279 2.8249044 11.941379
#> 124 1.67617332 1.8177653 11.707106
#> 125 0.95556428 1.0047774 12.396222
#> 126 1.54942024 2.1512614 11.945076
#> 127 2.82822592 3.1048101 11.877902
#> 128 3.45684397 2.3426374 11.486026
#> 129 2.44585546 2.6023698 11.894614
#> 130 1.71405882 1.5354471 12.124884
#> 131 1.59946024 1.7785539 10.799971
#> 132 1.44056435 1.2147923 11.252812
#> 133 0.89858068 1.6832117 10.787564
#> 134 2.42145028 1.3055812 12.643373
#> 135 0.63274887 3.6284192 12.435328
#> 136 0.98243071 4.2856959 12.522947
#> 137 1.29045640 3.0012108 12.886399
#> 138 1.04197534 4.2862316 13.429316
#> 139 2.19978428 2.5129224 15.360141
#> 140 2.31217933 4.3956222 14.234380
#> 141 1.28151264 6.0464694 13.676924
#> 142 1.81512480 4.3359688 12.879889
#> 143 1.96435292 3.6676530 10.782176
#> 144 2.23727522 2.0519916 10.573995
#> 145 0.74822437 3.1547511 11.474287
#> 146 0.15279161 3.0710871 10.424767
#> 147 -0.08125950 2.5578209 11.445414
#> 148 1.24475537 1.7022060 14.341147
#> 149 2.30453686 2.2705649 12.900625
#> 150 2.52650273 2.2658996 11.588309
#> 151 3.90336210 3.3800020 10.882870
#> 152 3.21123619 4.6688444 11.540021
#> 153 2.62630893 3.6519091 12.250318
#> 154 2.28296040 4.1816883 12.457023
#> 155 1.87597325 3.1118164 13.592794
#> 156 3.85795405 5.5249477 13.021832
#> 157 3.05192603 5.6040866 13.722157
#> 158 2.73393799 4.6229978 13.360465
#> 159 1.96743208 4.8442045 12.809723
#> 160 2.79519663 6.1216062 13.694628
#> 161 2.73028537 5.2222551 12.477962
#> 162 3.04945643 6.0176195 13.079407
#> 163 3.78125877 4.9307263 12.070529
#> 164 4.01265355 5.1826654 12.426060
#> 165 4.32123430 4.5730162 12.793505
#> 166 2.13341640 5.2596905 12.575126
#> 167 4.05626802 5.1979393 13.224702
#> 168 2.40680558 4.1920644 13.222365
#> 169 2.37951155 2.3404807 13.521752
#> 170 1.21860404 1.3275942 13.289169
#> 171 1.65102212 1.8692308 13.441803
#> 172 0.74386945 2.3552573 13.907454
#> 173 2.67836378 2.0389308 14.516932
#> 174 3.38364569 0.4780932 13.754012
#> 175 3.07245199 0.6759750 13.983150
#> 176 2.16050025 1.3672673 12.281813
#> 177 2.94146534 1.9589756 11.589083
#> 178 2.91997830 1.4775193 12.104295
#> 179 3.41558297 3.1822479 12.059186
#> 180 3.47769506 1.9023390 11.821227
#> 181 3.70831450 1.8592461 10.391112
#> 182 1.81915644 3.2170620 10.383871
#> 183 2.44485950 2.7409744 10.653700
#> 184 2.20306956 3.0140595 11.613302
#> 185 2.96342918 3.4995063 11.568020
#> 186 1.51908063 2.4163198 10.635529
#> 187 2.57184712 3.3494263 11.525324
#> 188 1.57172282 3.6374106 10.937865
#> 189 1.75222615 3.8489278 11.241784
#> 190 2.19226408 4.3024110 11.763910
#> 191 2.47844889 4.9160407 10.396721
#> 192 1.83469688 3.6913863 11.473186
#> 193 0.91440673 4.4186810 8.673586
#> 194 1.25232960 2.9682614 10.628043
#> 195 -0.08906863 2.7173103 10.439923
#> 196 0.68309173 2.7443671 10.116028
#> 197 1.34177113 1.9906375 9.989560
#> 198 1.49977384 4.1687485 10.161491
#> 199 -0.10135940 2.8961454 11.148610
#> 200 0.53671404 3.8521287 11.914961
#> 201 0.33570475 3.9115514 10.357436
#> 202 1.53158908 2.6699377 12.011229
#> 203 1.98364647 4.2293485 11.490774
#> 204 1.47272927 4.4628395 11.017311
#> 205 2.40531947 4.1782206 7.240362
#> 206 0.70050371 4.1355154 8.106523
#> 207 0.47477202 4.4349062 7.487697
#> 208 2.65261621 4.7315642 6.865391
#> 209 1.34531324 5.0116603 6.682300
#> 210 3.96737577 4.4060467 9.025813
#> 211 4.22387931 5.3477116 8.438379
#> 212 3.56993333 5.2716725 10.865009
#> 213 2.55727131 4.4367136 10.797704
#> 214 1.28749901 2.8155358 10.692170
#> 215 1.83629399 4.1403257 9.588011
#> 216 1.66250560 3.6261784 9.628349
#> 217 1.92535550 5.0510491 9.965255
#> 218 1.52560806 3.5835390 10.486142
#> 219 2.64412373 2.2142767 9.757497
#> 220 2.35497565 3.7031090 10.435961
#> 221 3.25583329 3.8086111 10.000746
#> 222 2.10954031 4.8441792 8.385058
#> 223 1.39275756 4.8190430 9.340784
#> 224 0.25293718 5.5740649 10.280021
#> 225 1.35633103 6.0481534 9.244423
#> 226 1.04152375 4.7343552 9.861744
#> 227 3.48793260 3.6806499 9.906729
#> 228 1.68569373 1.7422111 10.095410
#> 229 1.07818206 3.4826694 9.146041
#> 230 0.42713837 4.1229314 9.481982
#> 231 2.47122874 2.8450283 10.792655
#> 232 0.88633067 5.5576596 9.531195
#> 233 2.86721804 4.6331012 8.470086
#> 234 2.49724179 4.0187103 9.274011
#> 235 3.35815572 3.6281174 11.921281
#> 236 3.70697064 4.2484020 12.612232
#> 237 1.37044058 5.4968327 11.549139
#> 238 3.71021005 4.8401135 10.703095
#> 239 0.64065986 6.1375343 10.790334
#> 240 0.97249373 7.2323602 11.386820
#> 241 0.86255041 6.8769103 9.751316
#> 242 3.31570011 6.8328207 11.903867
#> 243 3.24560150 6.7351935 10.706836
#> 244 3.37307703 6.1771869 9.354436
#> 245 2.18523727 5.3768315 9.097331
#> 246 1.81378865 5.3404334 7.218939
#> 247 1.66518315 5.8755884 9.199396
#> 248 3.01858573 5.8923042 8.815038
#> 249 2.79203973 3.8523470 8.334942
#> 250 3.04295475 4.8895036 8.258929
#> 251 2.53740701 5.1832938 8.590206
#> 252 1.68480968 3.1603552 8.453948
#> 253 0.89582380 2.9517411 7.609380
#> 254 3.04711927 2.6327030 8.225660
#> 255 2.33319710 1.5264182 8.973345
#> 256 2.14328844 2.6795955 8.866082
#> 257 2.49726572 3.8475501 9.472916
#> 258 1.80151789 3.7835495 9.934254
#> 259 3.60133812 3.3906180 9.377117
#> 260 1.97565896 2.6318449 8.949702
#> 261 0.36062137 2.3392224 8.438076
#> 262 -0.99187935 2.5248464 9.266001
#> 263 1.38346872 3.4593763 10.508138
#> 264 1.81305521 4.5791603 9.420928
#> 265 1.01631772 4.2564095 10.143741
#> 266 2.03582835 4.9559057 9.554219
#> 267 2.07555874 6.3263975 9.853668
#> 268 2.98771244 3.8171275 10.426320
#> 269 3.67411124 4.3968297 9.986500
#> 270 3.25493004 4.8925729 9.000608
#> 271 1.65469538 4.5905335 10.034085
#> 272 2.25784077 3.4465633 9.621815
#> 273 1.99547100 4.0015429 10.084604
#> 274 2.23174395 4.2747242 12.015757
#> 275 2.20992146 4.2537548 12.504192
#> 276 1.25375411 2.4220163 13.089430
#> 277 0.63691336 3.7009381 11.146573
#> 278 1.46382572 2.7494073 12.611855
#> 279 3.29646309 3.4918714 11.207576
#> 280 2.67508200 0.2017933 13.154626
#> 281 2.65888505 1.6285561 12.031724
#> 282 2.00919401 2.8886186 12.099308
#> 283 2.29273906 1.5773299 11.203821
#> 284 2.59088829 2.9791398 10.741073
#> 285 2.25583631 1.4400845 9.329202
#> 286 1.83419995 1.7002887 10.554495
#> 287 1.30068887 0.6475647 10.210920
#> 288 -0.06631065 0.6303438 10.852443
#> 289 -0.35300273 2.6240319 10.649315
#> 290 1.69516039 2.1802346 10.166100
#> 291 0.12314928 4.2301955 10.934819
#> 292 0.14673550 2.6336642 11.251716
#> 293 -0.84487759 3.8454765 9.852137
#> 294 -1.56830675 4.6461148 10.074914
#> 295 0.23835043 4.2806265 10.249612
#> 296 0.23563227 6.2366603 9.864458
#> 297 2.04253291 6.7526282 10.059491
#> 298 2.66241958 5.7672118 12.281143
#> 299 3.00016148 5.9072943 11.546739
#> 300 1.05930690 4.8303962 12.793929
#> 301 2.56071410 5.9901006 10.867394
#> 302 2.01183397 2.9994056 10.272879
#> 303 1.89436187 2.9233277 9.218744
#> 304 1.51741475 5.2986102 9.883919
#> 305 1.70050126 5.1098116 10.498923
#> 306 1.76136830 4.1193805 11.043687
#> 307 1.94985762 3.5672955 11.129544
#> 308 1.46551592 3.2821471 12.043207
#> 309 2.94575731 2.2714653 11.327268
#> 310 1.77962151 0.7674454 10.549882
#> 311 2.09336074 0.7571019 11.040775
#> 312 2.70727958 0.8396437 11.934307
#> 313 2.06821997 1.6397299 11.410949
#> 314 1.89697960 1.4416762 10.717749
#> 315 0.67576478 0.2954700 11.457012
#> 316 2.00604756 2.0768853 10.966795
#> 317 1.76744744 1.1946337 10.891282
#> 318 0.83258225 2.1442220 9.863933
#> 319 1.60098933 2.1302486 9.065035
#> 320 0.22416004 2.0063123 9.023856
#> 321 -0.46121357 3.6510391 10.723049
#> 322 0.71657445 3.4601249 10.244780
#> 323 2.25725341 4.2119411 10.041078
#> 324 1.73283512 3.1167921 9.973903
#> 325 2.93404915 2.7505145 8.949169
#> 326 1.48225934 0.9678478 10.080241
#> 327 1.01655762 0.9275554 10.665810
#> 328 3.26943966 1.1630474 10.379508
#> 329 0.59305966 1.3545134 12.207718
#> 330 0.47595538 2.4965471 10.935897
#> 331 1.08485379 3.6202237 10.866254
#> 332 2.17395825 5.4283155 10.386855
#> 333 2.17117758 3.3348011 10.762800
#> 334 1.85536868 3.8613526 10.907485
#> 335 2.06779509 5.0504162 9.936428
#> 336 1.93480358 6.4965605 12.429085
#> 337 3.35295878 3.8701968 11.332789
#> 338 3.60396501 4.2873530 11.484945
#> 339 2.49807252 2.4580635 11.788879
#> 340 1.73325861 3.8168692 10.700678
#> 341 0.51725343 3.9529762 10.044240
#> 342 0.98388071 3.8476197 12.586194
#> 343 1.28420277 2.6704887 12.563873
#> 344 1.60675445 1.3102375 12.650798
#> 345 0.26377178 3.1473377 11.119591
#> 346 2.39945320 2.1791258 11.757937
#> 347 1.77106889 2.6336111 11.842086
#> 348 1.84533646 1.2056916 11.236388
#> 349 1.81524832 1.3085598 12.405595
#> 350 1.64259715 0.9340498 10.408466
#> 351 -0.08525913 4.5074076 11.202920
#> 352 0.10935151 2.3866179 9.971287
#> 353 2.12009308 2.8759867 8.877085
#> 354 3.76869277 4.3148684 9.762547
#> 355 4.75586065 4.2936247 9.627994
#> 356 3.38063613 5.4192100 9.695418
#> 357 3.19729088 6.4720399 9.011075
#> 358 2.22825970 3.5485027 9.102369
#> 359 1.72677236 5.3441314 8.028976
#> 360 1.50375689 5.3034622 9.345674
#> 361 4.22898115 4.0367955 10.011098
#> 362 4.10047454 1.8028684 10.403656
#> 363 3.23522800 2.5016710 10.857414
#> 364 1.36250042 2.5546292 10.668127
#> 365 2.26451320 4.5617499 8.279037
#> 366 2.95243829 4.5410206 9.479478
#> 367 1.19402488 4.7926732 8.834660
#> 368 3.53392399 4.2027050 8.610187
#> 369 1.46176907 4.3448594 8.733802
#> 370 2.89369894 2.9615434 8.513444
#> 371 1.92268260 2.9833779 8.870740
#> 372 0.12174541 2.8977152 7.714544
#> 373 0.94980372 2.0119249 7.321096
#> 374 0.68536337 3.3949094 9.669121
#> 375 0.58451943 1.6803301 7.145844
#> 376 1.23117445 2.2121133 8.860773
#> 377 5.24005623 0.8605522 6.514075
#> 378 3.92218717 2.7707115 5.692845
#> 379 1.37682183 0.2366256 6.742793
#> 380 1.24494993 2.2477341 6.495381
#> 381 1.71893229 2.2351668 8.221536
#> 382 2.01929234 3.5121196 8.649206
#> 383 3.11110266 2.8940624 10.852083
#> 384 2.60071867 4.0535241 9.477276
#> 385 1.93899752 3.8892504 9.891882
#> 386 -0.19632597 5.4819969 8.910084
#> 387 1.79483508 5.1441722 8.703245
#> 388 2.36298558 5.9704909 9.335892
#> 389 1.50242228 4.6573676 8.935698
#> 390 4.39588237 4.9822257 9.313127
#> 391 3.43439612 3.5944608 9.987401
#> 392 2.24677503 2.9298406 11.318368
#> 393 3.16620793 3.5368327 12.020712
#> 394 1.58262161 4.4562418 11.744076
#> 395 2.08701206 4.2483359 11.331352
#> 396 -0.31193888 4.9885661 11.768766
#> 397 1.05510526 4.2413234 11.342030
#> 398 0.03115502 3.2325428 11.347074
#> 399 1.24849632 2.9566276 12.301079
#> 400 2.21046000 5.3220632 12.234989
#> 401 1.50898523 6.0641173 11.689465
#> 402 3.57010728 6.2816157 11.666367
#> 403 2.48985535 5.9786800 9.392001
#> 404 2.71106801 5.5905341 10.788398
#> 405 2.41428098 3.6050373 7.714048
#> 406 1.43859843 5.1874177 8.080492
#> 407 2.28181627 5.1478474 8.172838
#> 408 1.23780475 4.6552635 8.615882
#> 409 3.18372959 4.1000502 8.228892
#> 410 2.38092264 2.9987713 8.703165
#> 411 2.59353109 4.1273425 8.649549
#> 412 2.74832720 3.4617055 7.440021
#> 413 3.46628209 4.0256656 5.803287
#> 414 2.10673290 3.3011537 7.122721
#> 415 -0.13651676 3.6446783 7.741617
#> 416 0.71849585 2.1361920 9.106988
#> 417 0.46383144 3.2989128 9.033874
#> 418 -0.23829539 3.3277469 9.485882
#> 419 0.31931661 2.6768810 8.859946
#> 420 0.31267176 3.4356474 7.631556
#> 421 2.12191150 2.3990374 8.475016
#> 422 2.72167600 3.6192947 6.941548
#> 423 1.53669204 1.4233599 6.834670
#> 424 0.76461652 2.8254341 7.200312
#> 425 1.85710960 2.2390927 7.056767
#> 426 2.45308456 3.6230208 9.091977
#> 427 0.87393476 2.3297279 7.817321
#> 428 2.13297693 3.5485760 8.583173
#> 429 2.10972526 2.9699006 9.026858
#> 430 1.53929882 6.2079226 9.060969
#> 431 1.12860893 5.0367409 8.605813
#> 432 2.83215549 4.0639400 8.966216
#> 433 1.65645433 2.1040792 8.449472
#> 434 1.01571979 1.8732409 9.871886
#> 435 0.45276528 3.4891190 9.656747
#> 436 3.47747353 3.0735724 9.178275
#> 437 2.13007609 4.3402921 9.017043
#> 438 1.55457519 5.2935412 10.338367
#> 439 2.37645898 5.0873469 8.752070
#> 440 0.49709125 4.4922727 10.253602
#> 441 0.12073728 5.3865404 9.299747
#> 442 1.69218269 4.5323999 11.147474
#> 443 1.66666660 6.0423737 9.153713
#> 444 0.71504700 2.1594717 10.399649
#> 445 1.29105008 2.3539722 8.107885
#> 446 1.76512022 2.1981270 7.086792
#> 447 3.82777287 2.5275684 9.051882
#> 448 0.25370948 2.8649790 8.437120
#> 449 1.74766084 2.9354904 9.483418
#> 450 1.83422629 4.4620340 10.005072
#> 451 2.17259131 1.8900604 8.159060
#> 452 2.79944272 2.7492251 8.104136
#> 453 2.66889735 3.6872155 8.285438
#> 454 1.83186962 2.9160189 6.218438
#> 455 2.88763319 3.1455344 6.751409
#> 456 2.75845036 2.7268418 5.989831
#> 457 1.79828389 3.1778151 7.159661
#> 458 4.26779491 2.3714103 8.040416
#> 459 -0.32659450 4.6017754 8.940056
#> 460 1.92709704 3.4806244 8.950937
#> 461 2.15199539 2.5745623 11.200258
#> 462 2.48280506 3.2776097 11.373545
#> 463 2.16605948 3.9014056 12.063663
#> 464 2.44304711 3.4846330 12.106992
#> 465 1.16323971 3.0816988 11.547958
#> 466 1.18535196 3.4028336 11.673801
#> 467 1.71348742 3.4532975 11.763987
#> 468 1.63513541 4.5324646 11.135680
#> 469 1.75317144 4.2482462 11.439022
#> 470 2.49786313 3.4225166 11.443582
#> 471 2.46090051 1.9626724 10.148239
#> 472 2.69936758 3.2249336 10.837935
#> 473 1.29198033 3.3623290 10.129505
#> 474 1.11184013 4.3521579 10.582208
#> 475 0.75304415 4.4132979 10.322621
#> 476 1.29722279 3.9251533 10.174918
#> 477 2.86318264 4.5228983 11.547262
#> 478 2.00055589 4.8886003 9.629210
#> 479 3.05828485 2.3002585 7.848157
#> 480 1.29225670 2.4597092 9.346565
#> 481 0.92716510 2.0531222 7.602499
#> 482 1.50621035 1.8898134 8.562024
#> 483 0.38739715 2.6318563 8.494905
#> 484 0.66328962 3.4813494 8.095206
#> 485 2.29528328 3.5894072 7.105136
#> 486 2.63541430 3.4314097 6.067610
#> 487 2.75350358 2.7684863 7.679389
#> 488 1.94376763 3.5524359 7.508801
#> 489 2.36980929 3.6658351 7.520077
#> 490 2.49012539 4.1385571 5.484092
#> 491 1.26681374 4.1134779 4.570127
#> 492 0.78570774 5.5225112 5.673253
#> 493 1.83847681 4.3567601 5.829503
#> 494 0.49786364 4.6753349 5.279577
#> 495 0.73130000 3.0883864 6.043565
#> 496 0.46804954 4.6713472 5.420105
#> 497 0.43425953 4.1955972 7.484502
#> 498 1.32979347 2.1863944 7.014881
#> 499 1.57536549 3.0167218 6.559183
#> 500 1.35474795 3.7900041 6.008374
#> 501 0.71511255 4.3395473 6.372236
#> 502 0.63329436 5.9084989 7.836548
#> 503 1.97859267 4.4469590 8.025454
#> 504 1.20469574 3.9611048 9.277068
#> 505 2.49290292 4.2742514 10.386764
#> 506 2.52539245 3.7197780 10.579161
#> 507 2.02027748 3.5452593 11.873910
#> 508 1.41005062 4.2952182 10.857654
#> 509 2.19762848 5.5320797 10.577093
#> 510 2.03887813 5.6179153 10.783280
#> 511 1.23506578 6.2059259 12.907994
#> 512 2.42944487 4.7602603 12.550308
#> 513 3.27650859 4.9810104 11.873049
#> 514 3.11237322 6.1404156 11.321324
#> 515 2.38848686 5.3843980 11.216152
#> 516 2.43155413 5.3588379 8.822969
#> 517 3.16224038 5.2803291 8.177545
#> 518 4.79261350 6.3696987 9.053950
#> 519 2.00257812 3.7862204 8.804329
#> 520 2.61881696 5.3085733 11.145408
#> 521 2.46298334 4.1434834 10.860342
#> 522 3.06651530 4.2139604 9.918913
#> 523 2.90466773 3.9310071 10.316266
#> 524 2.30638206 4.2869257 10.876752
#> 525 2.77855927 3.9929460 10.589661
#> 526 1.49659810 4.6197892 11.572343
#> 527 1.51364490 3.7093752 11.633208
#> 528 2.17253040 1.9729582 11.920795
#> 529 1.49366849 3.6537951 10.342960
#> 530 1.54650636 2.1666975 11.264091
#> 531 -0.16546425 3.2526127 9.861151
#> 532 1.40407589 3.4659653 11.809135
#> 533 1.63135234 4.7555650 11.948455
#> 534 0.47544411 4.8675307 12.155623
#> 535 2.33512729 3.7618891 13.886115
#> 536 2.11267927 1.6728914 11.528248
#> 537 1.88866574 1.8215945 11.925433
#> 538 0.11763140 1.2832209 10.614077
#> 539 0.57930565 3.0146046 10.891377
#> 540 2.25043168 2.5346404 10.804868
#> 541 2.68340099 3.0087444 11.898438
#> 542 3.83727530 2.2825282 11.103269
#> 543 2.71882512 1.3536738 11.082428
#> 544 2.61931320 1.3939154 11.064988
#> 545 3.09116228 2.5948925 11.143754
#> 546 2.06716701 2.9801058 10.903998
#> 547 3.30116670 0.8766661 11.496334
#> 548 4.17584755 2.7799066 11.032846
#> 549 2.54023171 2.7451507 10.822165
#> 550 3.19922624 3.6911188 10.490687
#> 551 2.86606371 4.0053372 9.728404
#> 552 4.16803735 4.8496239 8.887131
#> 553 2.46569542 2.2322762 8.384412
#> 554 2.16464537 3.0005704 10.266153
#> 555 1.76190028 3.7670977 10.407698
#> 556 1.72286968 3.1707407 9.795489
#> 557 1.76965068 2.4519549 9.560980
#> 558 1.68522828 2.9877741 9.170081
#> 559 0.86840740 4.0452653 8.447715
#> 560 2.02475498 3.8483163 9.685155
#> 561 0.09987136 4.6427411 10.744785
#> 562 -0.39765700 4.3740290 10.884674
#> 563 0.34635808 4.2314776 12.257619
#> 564 1.17529789 5.7230952 12.764878
#> 565 1.01917798 3.2604535 13.262737
#> 566 2.61241096 5.0815780 11.707436
#> 567 1.61451555 2.0069324 11.966729
#> 568 2.98421705 3.1683204 12.525118
#> 569 3.13171548 1.4971150 13.440366
#> 570 3.40679843 3.7312163 14.288307
#> 571 2.91289218 3.0462204 14.342144
#> 572 2.60913749 2.9259468 14.280051
#> 573 1.80521004 2.8941609 13.349327
#> 574 2.71562343 3.2109039 14.590451
#> 575 3.51640974 2.0392181 14.589858
#> 576 2.33663127 3.7987188 13.646966
#> 577 1.38708523 3.4832510 14.184013
#> 578 1.40524604 4.1583761 12.941972
#> 579 2.15346590 3.0533072 13.591873
#> 580 -0.01381448 2.6804793 12.783164
#> 581 3.02945173 1.5141034 12.307830
#> 582 3.18568095 3.8078452 13.128241
#> 583 2.66217120 3.6094410 12.243220
#> 584 1.84289441 3.4773893 12.675463
#> 585 0.68899173 1.4011085 11.211439
#> 586 0.97679475 2.9613599 13.377616
#> 587 0.92881511 2.9090100 13.715834
#> 588 0.65940482 3.6603958 11.516484
#> 589 2.10868496 3.4808871 12.199301
#> 590 -0.68638955 3.9960491 13.188907
#> 591 0.36231254 2.2565209 11.352290
#> 592 2.45253666 2.6654722 13.062682
#> 593 2.85462974 2.5369251 12.329835
#> 594 3.02743470 2.6147789 12.988944
#> 595 2.33556261 4.8199401 12.433642
#> 596 1.96210766 3.2047865 13.258934
#> 597 2.33349188 4.3777987 12.124146
#> 598 2.73087087 4.1235986 12.379676
#> 599 1.34042056 4.0344351 11.171818
#> 600 1.03596848 5.0616433 10.433657
#> 601 0.88626316 3.4257921 9.704163
#> 602 1.12941073 3.3950339 8.110682
#> 603 1.37784770 3.9344585 11.172130
#> 604 2.80650160 2.7272590 11.131565
#> 605 1.10298068 2.5407588 11.068586
#> 606 0.25442166 3.8806772 11.711386
#> 607 0.84119826 2.9167911 13.158834
#> 608 0.85965255 2.7554390 13.308302
#> 609 2.36854449 3.2809740 12.801334
#> 610 2.32852489 1.7352191 12.380457
#> 611 0.65006226 3.0753289 12.009660
#> 612 1.28921755 1.3227480 12.984151
#> 613 2.47107405 4.0483995 13.578054
#> 614 1.04326394 3.6159949 13.685034
#> 615 2.34146556 3.9711975 14.262164
#> 616 1.53805945 5.3653950 15.004578
#> 617 1.14368730 5.3383431 13.871014
#> 618 1.94680513 6.0702421 13.573592
#> 619 3.66594941 4.2436270 14.149156
#> 620 3.60003959 4.7734066 13.856639
#> 621 4.08268788 4.5660613 13.605985
#> 622 2.71415606 5.8276389 12.708563
#> 623 0.92575644 5.4153964 11.883939
#> 624 2.32827602 5.4186651 11.862407
#> 625 1.68710723 5.3381797 11.369880
#> 626 2.65638823 6.5489670 12.279030
#> 627 0.83342121 4.1465239 10.555911
#> 628 1.93509066 3.7230164 10.895877
#> 629 1.44311026 2.0117293 10.062772
#> 630 1.53968539 3.5285177 9.204747
#> 631 1.71106380 3.7569318 9.729132
#> 632 0.97015000 2.4404304 9.950618
#> 633 1.82821545 3.6359918 8.938479
#> 634 -0.12863925 2.3357483 10.244697
#> 635 2.70411606 2.9548737 11.704447
#> 636 3.25045882 4.4151262 12.727419
#> 637 2.61656267 4.4734269 11.350933
#> 638 2.26987074 5.0758538 11.114645
#> 639 1.92705895 5.6628993 11.271646
#> 640 2.10033784 4.8855651 10.218600
#> 641 3.02873856 4.9899717 10.366404
#> 642 3.66716471 4.3604031 10.563899
#> 643 3.20034496 4.8258925 11.009568
#> 644 2.13544689 3.9339611 9.630195
#> 645 3.41870454 4.3077714 10.941276
#> 646 1.07684345 2.9206386 11.049536
#> 647 2.73035372 2.1704039 13.752149
#> 648 2.22504898 3.0207271 11.970207
#> 649 1.27150333 2.7536469 12.429326
#> 650 2.68984592 4.1231782 11.858508
#> 651 0.42438755 3.8830177 10.236740
#> 652 2.98869158 3.1106716 10.246173
#> 653 -0.21870929 2.9651330 12.116175
#> 654 1.02316873 2.1971856 12.569705
#> 655 -0.51592668 2.8067162 12.193615
#> 656 0.22999509 1.3967051 13.696520
#> 657 1.21098509 1.2348443 12.328709
#> 658 0.59461215 1.7307254 11.995757
#> 659 0.61859617 2.4638297 13.286284
#> 660 1.42576014 1.3778414 10.494391
#> 661 1.67026224 4.1404577 10.035506
#> 662 1.94326565 4.1219968 10.239039
#> 663 1.79813681 5.3610858 10.152833
#> 664 2.48082974 4.0050194 10.767005
#> 665 4.09342381 4.0110003 10.050339
#> 666 3.61104001 4.9718348 9.785526
#> 667 2.52749472 3.2163746 11.157502
#> 668 1.74057309 5.1488003 10.904966
#> 669 0.09400802 5.2022836 11.393234
#> 670 1.07604879 4.6875313 11.694402
#> 671 3.29836941 4.0405985 9.834430
#> 672 2.42447902 4.0347929 10.426187
#> 673 0.47578868 3.9044234 9.844735
#> 674 1.35580814 3.7355818 9.659634
#> 675 2.01075668 4.2067654 8.569355
#> 676 2.13759226 2.7339989 8.801871
#> 677 2.71092414 3.5482582 9.640653
#> 678 2.03240437 5.6487652 8.541439
#> 679 4.04248084 4.9845984 7.885560
#> 680 3.90114859 4.7978353 9.216713
#> 681 2.75471651 3.9490002 9.595079
#> 682 2.34436746 3.7844665 8.601980
#> 683 2.49889982 2.5804446 8.511863
#> 684 -0.47835197 1.3683889 8.446921
#> 685 1.64706747 2.9576160 7.687981
#> 686 3.76070929 3.6929850 6.328691
#> 687 2.47061140 2.2531350 6.999972
#> 688 3.20983047 2.2164890 7.161202
#> 689 2.85159934 2.2580795 8.776035
#> 690 4.01381080 3.7106372 7.673584
#> 691 1.42757926 3.5343158 9.159917
#> 692 4.39964235 4.1446595 10.281103
#> 693 2.23041089 4.0694542 9.486177
#> 694 3.11120365 3.5016731 8.464361
#> 695 2.04231393 2.8042703 10.078269
#> 696 1.25539189 1.5655854 8.324212
#> 697 1.38856070 0.3540915 7.828368
#> 698 1.15652232 1.9134422 9.112812
#> 699 3.00918419 2.4781592 7.134988
#> 700 3.81990643 4.2241022 7.681759
#> 701 3.16160807 1.7143445 6.375356
#> 702 4.10850616 3.9477100 7.078838
#> 703 3.57230046 4.6336965 6.608169
#> 704 2.41912711 4.2240468 6.541787
#> 705 1.78629797 4.8395134 8.893637
#> 706 1.26768998 5.1596191 8.739698
#> 707 1.94430255 3.1296329 9.009793
#> 708 -0.45116246 4.0365220 9.916907
#> 709 0.32840804 3.2776069 8.116638
#> 710 1.63041455 4.9664857 9.216428
#> 711 3.61852139 4.4463162 8.961199
#> 712 3.23896869 6.3956717 9.162038
#> 713 1.41052314 3.6036448 9.702211
#> 714 2.08916576 2.5491044 10.398267
#> 715 2.68808691 3.2639300 8.195078
#> 716 1.19195265 4.4868147 11.216747
#> 717 1.10253076 5.0260692 10.954948
#> 718 1.71007013 4.9553351 11.923983
#> 719 1.19442264 4.6182990 13.330687
#> 720 1.35787777 5.9078887 12.659006
#> 721 2.43934103 4.2880867 13.211909
#> 722 0.16387333 2.9599610 11.954239
#> 723 -1.24485824 3.3614317 13.136297
#> 724 -0.82823376 1.0400722 11.736735
#> 725 0.32092965 4.1678440 10.693066
#> 726 -0.79307351 2.0594060 9.337620
#> 727 1.93156463 3.2462257 11.966280
#> 728 1.55694304 3.8496929 9.938245
#> 729 0.33773269 3.5230521 11.959340
#> 730 5.10250041 3.0597648 10.052800
#> 731 2.18056948 4.3545705 11.884318
#> 732 1.80483081 3.3257569 10.550209
#> 733 3.42701563 3.3529826 10.992488
#> 734 1.00213207 4.0066722 9.894328
#> 735 1.44147375 3.7233070 10.532137
#> 736 2.03571321 4.1097955 10.153859
#> 737 1.12293751 4.3765515 10.430283
#> 738 2.15221323 2.6855374 10.216802
#> 739 1.39019468 3.8535516 12.042742
#> 740 0.05003261 3.1056935 13.283145
#> 741 0.68434293 2.5117253 12.109862
#> 742 1.82197845 4.6289616 11.844319
#> 743 -0.45492124 3.6100145 10.648108
#> 744 1.11288914 5.5443992 10.701158
#> 745 0.28410220 5.5217068 12.784586
#> 746 1.88834510 3.6991848 11.941588
#> 747 1.13222075 4.3649781 12.341320
#> 748 2.82200041 2.6776638 11.843445
#> 749 3.25591605 2.1914114 12.526786
#> 750 3.08075098 2.4955939 10.376636
#> 751 1.43187094 3.9741788 9.132793
#> 752 2.54727865 4.3777594 10.286041
#> 753 3.79642025 2.5765697 9.645430
#> 754 2.16998426 3.3703615 10.298593
#> 755 3.08628598 -0.7983311 11.702847
#> 756 3.24617204 1.2268744 12.068863
#> 757 2.85577383 -1.0283631 12.161260
#> 758 4.66648438 0.2140074 11.307027
#> 759 3.48732820 0.5604711 13.015560
#> 760 2.81881367 0.1984103 10.898850
#> 761 3.46501739 1.4555546 11.328563
#> 762 -0.04447804 3.2699497 11.021141
#> 763 1.26536579 3.9793664 11.967470
#> 764 2.77071167 3.3282697 13.049294
#> 765 1.58997432 3.6454182 10.553823
#> 766 1.80197084 2.8109413 10.994168
#> 767 1.42242325 2.9040228 9.105500
#> 768 2.06504894 3.6140751 9.722573
#> 769 1.74219112 3.3172554 9.280527
#> 770 3.33595764 3.5723316 9.990963
#> 771 4.39073646 2.7964049 9.727984
#> 772 3.16540869 3.6920092 9.492225
#> 773 1.89583081 3.8848177 10.101265
#> 774 2.63000697 3.1556850 11.869927
#> 775 2.49789149 3.6522166 9.911090
#> 776 2.91207760 4.4254674 9.555777
#> 777 3.67000011 2.9236944 8.691668
#> 778 0.78805056 2.5123550 8.791024
#> 779 3.30983455 2.7724712 8.857142
#> 780 2.53847721 2.5715216 10.611458
#> 781 2.33980376 4.0772293 9.854493
#> 782 2.16646337 2.3488117 10.110724
#> 783 2.81136669 2.1982061 11.313389
#> 784 3.68006016 1.5726945 9.979765
#> 785 3.95658172 1.1483764 11.030911
#> 786 4.32974647 2.3513004 10.965759
#> 787 3.64897339 3.6009250 11.349017
#> 788 3.27583357 3.3419665 10.704787
#> 789 2.91828473 5.2821176 11.799313
#> 790 1.67784571 5.6679110 12.476571
#> 791 2.18314519 4.2441440 11.729199
#> 792 3.11938977 3.0375868 12.546807
#> 793 3.26743275 3.2834676 11.682069
#> 794 2.70389180 1.7733569 11.970051
#> 795 1.42509205 0.3928606 11.228614
#> 796 1.42491436 1.3080948 12.975716
#> 797 1.93892762 1.6121105 11.693988
#> 798 1.12954508 2.6620895 11.544000
#> 799 1.68725475 1.7936833 10.512198
#> 800 1.78502430 3.1417382 11.238612
#> 801 2.72224537 2.2642233 12.506626
#> 802 3.89165793 3.5652520 12.557163
#> 803 1.47128061 3.8451718 11.936780
#> 804 2.23276469 4.2207780 10.919686
#> 805 2.34188627 5.5186337 12.955334
#> 806 3.19196968 4.3589311 12.848034
#> 807 3.65658118 3.2636982 14.084776
#> 808 3.13533837 0.9771419 11.980149
#> 809 3.17974138 2.0490117 12.778372
#> 810 3.03565542 1.6395662 11.993025
#> 811 0.15948077 2.0943029 11.407276
#> 812 2.41255515 2.0273438 11.718372
#> 813 1.36395849 -0.0620411 11.525659
#> 814 1.05188284 2.2308086 10.688467
#> 815 1.68738377 0.5647023 13.027713
#> 816 2.32294638 0.2432997 14.333569
#> 817 2.43677957 0.6287756 13.649803
#> 818 2.52233654 0.1171177 13.754476
#> 819 1.66882132 2.0407980 15.438454
#> 820 3.65960604 1.9084229 13.957829
#> 821 2.32337759 0.7739970 13.719182
#> 822 3.16299562 0.7923483 13.642934
#> 823 2.32936886 2.6759211 13.341227
#> 824 1.02800315 2.5625317 14.394935
#> 825 1.54803646 2.4448462 14.116342
#> 826 2.97701609 2.5094768 14.300313
#> 827 2.21594083 3.3350420 13.384984
#> 828 3.60395044 1.3612056 13.617781
#> 829 2.73917442 1.6320380 13.554826
#> 830 3.95274188 2.1885552 14.567720
#> 831 1.83528082 2.3000863 14.073652
#> 832 2.02050307 3.1341887 14.424778
#> 833 2.43564251 3.0670074 13.629682
#> 834 2.03018620 0.8575506 15.133621
#> 835 1.65501369 1.3842518 14.102916
#> 836 1.77306267 2.1834013 13.525159
#> 837 2.58451657 3.8273721 13.233396
#> 838 3.05709809 3.9144280 12.492759
#> 839 3.10913361 4.3088000 12.270438
#> 840 1.48398346 4.3520654 12.519326
#> 841 1.16199815 3.5380574 11.798281
#> 842 0.65003012 3.8820593 12.799154
#> 843 2.61761588 3.9204942 13.703241
#> 844 1.59486854 4.0614483 15.184884
#> 845 1.98929776 2.3513580 14.707581
#> 846 0.09201653 3.7832758 14.997304
#> 847 1.76802378 3.0223716 13.994066
#> 848 2.03415299 3.7069632 15.326834
#> 849 1.42729757 3.8422342 14.342340
#> 850 1.13629214 4.5509993 16.488527
#> 851 2.57926693 5.4839732 14.877989
#> 852 2.43027057 4.9646460 16.040446
#> 853 1.96541800 5.0121031 15.936231
#> 854 2.69406570 3.0798879 16.839573
#> 855 1.69659649 4.4261043 15.249140
#> 856 -0.69608257 5.0123428 13.927225
#> 857 2.82077620 4.4802854 14.568013
#> 858 3.86672125 3.9278588 13.452431
#> 859 1.27984434 4.8804225 12.777392
#> 860 2.51507834 5.0335183 11.912943
#> 861 1.86475405 5.7427456 13.606796
#> 862 2.06465724 6.0640268 12.615726
#> 863 1.56301813 4.3926741 13.035411
#> 864 1.96811899 5.3708665 12.792826
#> 865 2.25243450 4.8739571 13.651403
#> 866 1.90818432 4.7416619 10.881018
#> 867 1.31317398 3.6702711 9.335863
#> 868 0.82885122 4.8491034 11.640105
#> 869 2.65096104 3.4966256 10.601640
#> 870 0.74715369 4.3126042 10.729880
#> 871 3.26167049 1.5147538 8.645849
#> 872 0.35666162 2.3178506 9.507931
#> 873 1.92312123 4.2543151 10.151523
#> 874 1.57217355 4.1874198 10.218048
#> 875 0.17837814 4.3657819 10.441954
#> 876 0.95501603 4.8208338 10.914008
#> 877 2.05776205 4.0569450 11.334833
#> 878 2.06289243 3.7533317 10.457494
#> 879 1.97859737 3.1932417 11.249186
#> 880 1.63618975 3.3126305 11.545688
#> 881 1.42538813 2.9431751 10.034152
#> 882 3.06213467 1.8873610 11.630771
#> 883 0.81466947 2.5869916 9.930733
#> 884 2.94718704 2.0309938 10.490469
#> 885 3.01420686 1.2633768 9.439865
#> 886 3.82870203 1.0107005 8.178204
#> 887 2.57537594 1.9008275 8.592803
#> 888 4.60533908 3.4703495 7.625840
#> 889 2.87688266 2.6539351 9.888485
#> 890 2.77253541 2.6838795 7.992749
#> 891 2.43420863 2.6502279 9.345829
#> 892 3.58733596 3.4241008 8.625875
#> 893 2.87573367 3.5167042 7.654074
#> 894 2.44839912 1.2785855 9.097574
#> 895 2.05347129 3.6368446 8.133024
#> 896 2.17620795 4.0229131 8.852145
#> 897 3.66361142 4.4338958 7.506318
#> 898 3.26303716 2.6251357 7.376523
#> 899 2.77807935 3.2232863 9.195919
#> 900 1.88783818 4.4797412 9.219813
#> 901 0.67368238 3.4213246 7.915612
#> 902 0.53012218 4.7472646 10.891984
#> 903 1.77037173 3.0703355 11.573028
#> 904 0.40629000 4.2151610 13.712567
#> 905 0.09571354 3.6344840 11.486362
#> 906 0.53725959 4.6662207 12.114607
#> 907 1.14008439 3.1933232 10.673224
#> 908 1.25302057 3.2627660 12.756174
#> 909 3.98122404 2.6416729 11.058906
#> 910 2.57774708 1.5147901 9.507102
#> 911 1.41396053 2.3050461 11.210592
#> 912 1.69963896 1.0429896 10.409620
#> 913 3.55856210 2.1910970 10.889498
#> 914 1.60983977 0.8428116 10.483492
#> 915 1.50802424 1.9761210 10.018529
#> 916 0.49410043 0.3139167 8.387947
#> 917 1.62631461 3.8222642 9.594466
#> 918 0.53542864 1.4494441 9.998894
#> 919 1.56738883 1.1746432 8.418415
#> 920 2.15963130 2.3027213 8.244887
#> 921 4.05420387 4.1764060 9.010937
#> 922 1.84438432 2.6859819 7.900818
#> 923 1.46065882 3.5619446 8.617569
#> 924 1.15094843 3.5228903 9.833424
#> 925 2.67870853 1.6906731 8.844411
#> 926 2.77212418 1.8520349 7.561486
#> 927 2.99449973 1.5928900 7.295953
#> 928 3.61454180 0.9266903 8.695273
#> 929 2.73064140 2.1730618 7.964648
#> 930 2.29785462 2.8377659 7.726163
#> 931 1.72439871 2.1655920 8.254199
#> 932 2.22527626 1.7703781 7.133963
#> 933 3.24147593 4.0066984 6.113671
#> 934 3.52834250 1.0512230 7.221741
#> 935 1.64899183 2.6251199 8.348635
#> 936 2.08404700 2.6592036 8.395334
#> 937 1.09336374 2.8405823 9.005165
#> 938 4.42587209 2.6095629 9.764705
#> 939 3.70425928 4.6676386 9.578848
#> 940 2.55650240 3.4765270 9.064163
#> 941 3.33335030 2.3142088 9.498945
#> 942 4.43255705 3.4415037 6.926923
#> 943 1.25810665 3.5018631 8.632580
#> 944 0.98747805 3.5287567 7.360330
#> 945 1.44595492 3.4605206 7.875931
#> 946 1.93062248 1.9788801 7.206994
#> 947 1.12711276 1.9878793 8.354627
#> 948 3.20502988 0.9898428 6.756553
#> 949 1.90667169 1.7391512 7.255315
#> 950 1.54823993 2.0075643 5.749133
#> 951 1.47880866 3.3406693 7.196609
#> 952 2.97986086 3.4535945 7.645205
#> 953 2.20442756 2.7077706 6.691123
#> 954 2.44302563 2.5726551 5.159087
#> 955 1.78266729 2.6496492 6.103377
#> 956 2.49677351 2.7396718 4.954155
#> 957 0.28274437 3.0989971 5.685357
#> 958 2.34905245 1.5757412 7.433537
#> 959 2.77782099 2.9760374 7.101965
#> 960 1.55709178 2.5516387 7.446003
#> 961 2.93701139 2.1266939 8.483055
#> 962 1.76409230 2.7542845 10.123686
#> 963 0.86358870 3.9491306 10.178306
#> 964 0.05912200 1.6316484 9.604863
#> 965 0.71445949 3.0982657 11.260538
#> 966 1.00582513 3.4447485 9.423520
#> 967 0.63117824 5.6717465 8.830943
#> 968 1.19609256 3.4653874 8.578516
#> 969 -0.08637660 4.0616293 7.162860
#> 970 0.94278171 3.8470908 8.137111
#> 971 0.47124597 3.1351311 7.465780
#> 972 1.97942615 2.7158621 7.601465
#> 973 2.18773363 4.6137001 9.040569
#> 974 0.90883658 4.2715126 9.977137
#> 975 -1.25084681 6.1634313 9.000784
#> 976 0.89008249 4.3891024 9.870824
#> 977 1.71914522 4.1076832 9.394976
#> 978 -0.31361900 3.8420321 9.752294
#> 979 0.81797474 3.2246747 8.474540
#> 980 1.34313581 3.6323934 7.963721
#> 981 -0.43127378 2.5702774 7.776253
#> 982 0.56699003 3.3176178 7.226794
#> 983 2.21002527 2.6885089 8.401662
#> 984 -0.54727344 4.7297617 8.288057
#> 985 -0.28600862 4.1671698 9.157443
#> 986 1.36256972 3.4327776 10.265619
#> 987 3.82452545 5.0467943 10.978266
#> 988 4.12938732 3.0773897 11.432618
#> 989 2.31998859 4.6741797 11.460968
#> 990 1.72808273 4.1474825 11.059323
#> 991 3.24880078 2.1803399 11.020186
#> 992 1.33977697 2.3579862 9.356722
#> 993 2.57432841 2.5189680 8.906273
#> 994 2.33257402 2.1949378 8.802704
#> 995 2.55646727 4.5220937 10.504924
#> 996 0.52952803 3.0282896 10.553773
#> 997 0.32253008 3.4439725 10.376381
#> 998 2.56494043 4.8493883 11.315225
#> 999 2.50365929 3.0336995 10.767079
#> 1000 2.41422090 4.3338954 10.638813
#>
#> $observed.names
#> [1] "y_1" "y_2" "y_3"
#>
#> $original.data
#> y_1 y_2 y_3 id time
#> 1 1.17006368 3.5206956 8.649973 1 1
#> 2 -0.39695894 4.1882647 9.236477 1 2
#> 3 0.92631781 2.9321097 9.602538 1 3
#> 4 -0.13370454 4.6953268 10.168341 1 4
#> 5 1.33329843 5.0710120 10.528508 1 5
#> 6 0.81928465 4.8158105 9.809259 1 6
#> 7 3.63329433 4.8418601 9.060199 1 7
#> 8 2.96407482 4.1045634 7.957679 1 8
#> 9 2.62606948 3.4723710 8.455482 1 9
#> 10 1.22543031 4.3264209 8.381536 1 10
#> 11 0.92278367 5.2300822 9.231466 1 11
#> 12 1.56864168 4.3019921 10.576416 1 12
#> 13 -0.02296072 4.2337927 10.183245 1 13
#> 14 1.97023097 4.1039788 9.847526 1 14
#> 15 1.97947517 3.2489904 9.090734 1 15
#> 16 3.21336304 3.0176557 9.737245 1 16
#> 17 3.75832081 1.6254662 9.710599 1 17
#> 18 3.38299249 2.9295778 10.027189 1 18
#> 19 3.22493533 0.6867928 10.458972 1 19
#> 20 2.79855885 3.4403979 9.594872 1 20
#> 21 1.70488855 5.2811379 9.802373 1 21
#> 22 -0.31871590 4.8930373 9.207704 1 22
#> 23 0.36453271 3.9626841 9.261363 1 23
#> 24 1.11574083 4.7113408 6.215360 1 24
#> 25 1.80027297 3.8238706 8.366754 1 25
#> 26 -0.12068573 3.2508281 7.093951 1 26
#> 27 2.98439337 2.5097979 7.287213 1 27
#> 28 2.11608883 3.3096012 7.500122 1 28
#> 29 2.13044672 2.0940972 8.043042 1 29
#> 30 2.76074994 3.5939849 5.585940 1 30
#> 31 2.11168194 4.0590324 7.367875 1 31
#> 32 1.84355003 3.0787514 7.559006 1 32
#> 33 3.12063094 3.1719656 5.775741 1 33
#> 34 2.96350999 2.1710093 8.170363 1 34
#> 35 1.30481945 3.5322480 7.097751 1 35
#> 36 3.18493357 3.4140775 6.082307 1 36
#> 37 2.17979772 3.4864435 7.631744 1 37
#> 38 2.49277763 2.4102162 8.435189 1 38
#> 39 1.40601062 3.7550610 9.632782 1 39
#> 40 4.06927531 3.1616275 9.491244 1 40
#> 41 3.89262552 3.0109154 9.049732 1 41
#> 42 3.54163878 4.2599966 8.561004 1 42
#> 43 3.63878246 4.6210550 8.684960 1 43
#> 44 2.90824016 3.9034651 9.758771 1 44
#> 45 2.34762092 4.5894877 10.423533 1 45
#> 46 2.98159870 3.1343694 8.273294 1 46
#> 47 3.38924892 3.7250763 9.741945 1 47
#> 48 1.66770114 4.3476963 7.867063 1 48
#> 49 3.21073647 4.9841658 7.855418 1 49
#> 50 1.10023550 3.2122183 9.286683 1 50
#> 51 0.87357402 2.6230794 8.815519 1 51
#> 52 2.80649099 3.6698356 8.402546 1 52
#> 53 1.78986290 3.1254394 8.993513 1 53
#> 54 3.18544888 1.6082610 10.352993 1 54
#> 55 2.42038134 1.6040905 10.292422 1 55
#> 56 3.20648938 2.0719871 9.978922 1 56
#> 57 1.33665293 1.4534997 9.013140 1 57
#> 58 0.97959619 2.3182422 11.030744 1 58
#> 59 -0.17562929 2.0319793 10.449219 1 59
#> 60 1.50590029 3.0860341 11.235139 1 60
#> 61 2.08793462 1.6052801 11.817392 1 61
#> 62 3.86667029 5.5650196 12.352784 1 62
#> 63 4.60334826 4.6717438 11.748391 1 63
#> 64 2.52364600 4.1156872 13.411171 1 64
#> 65 1.50745241 4.5379177 11.985455 1 65
#> 66 0.92959258 3.8971560 12.623542 1 66
#> 67 1.52705739 5.1701301 11.275783 1 67
#> 68 2.70536976 4.1955106 11.471783 1 68
#> 69 1.07428281 5.2796257 9.600528 1 69
#> 70 1.62218292 2.8581698 10.007791 1 70
#> 71 1.52621225 3.7610933 9.707121 1 71
#> 72 2.70104578 2.5254695 8.458316 1 72
#> 73 1.38067333 2.9573426 8.658511 1 73
#> 74 0.34635068 3.0913680 8.403190 1 74
#> 75 3.37373204 1.4889180 8.774932 1 75
#> 76 3.52344555 1.0425895 8.273418 1 76
#> 77 1.66018067 3.2971291 7.476870 1 77
#> 78 0.73408042 2.0447710 7.329371 1 78
#> 79 0.37045542 2.5580539 7.294013 1 79
#> 80 -1.03439948 1.7241395 7.558541 1 80
#> 81 0.05376785 1.4857482 8.064827 1 81
#> 82 0.66394270 2.6507831 6.971440 1 82
#> 83 0.50396708 2.2639349 8.264726 1 83
#> 84 1.97507626 2.8151741 6.439500 1 84
#> 85 2.09453153 3.7990995 7.680805 1 85
#> 86 2.81325932 3.5892208 8.981627 1 86
#> 87 1.57794059 2.8217289 9.368405 1 87
#> 88 1.90830204 2.1033459 10.781141 1 88
#> 89 1.14263661 1.7747404 9.248377 1 89
#> 90 2.37511070 1.5785658 9.638785 1 90
#> 91 0.40532417 1.8743002 10.514750 1 91
#> 92 1.43058822 3.8143942 10.802240 1 92
#> 93 0.59833631 3.4510039 10.416086 1 93
#> 94 1.98025628 2.7208717 8.686710 1 94
#> 95 0.73604351 4.6649405 10.067158 1 95
#> 96 1.06332387 3.0263584 8.687922 1 96
#> 97 2.04250143 1.7532969 9.033277 1 97
#> 98 2.25547972 1.7016016 9.441553 1 98
#> 99 2.20876795 2.7717464 10.925725 1 99
#> 100 2.01758014 4.7884479 10.099035 1 100
#> 101 2.35863169 5.6321866 10.899805 1 101
#> 102 1.82968431 5.5135617 9.500100 1 102
#> 103 1.59763607 4.5146095 10.730295 1 103
#> 104 1.03084323 3.8391002 10.025147 1 104
#> 105 0.65320515 4.2597874 11.230206 1 105
#> 106 1.07974551 4.7761858 13.263895 1 106
#> 107 2.25527421 5.5802365 11.248729 1 107
#> 108 0.38695072 7.0119096 12.321319 1 108
#> 109 0.89664408 5.9234003 13.156314 1 109
#> 110 1.05365500 4.8321649 13.098540 1 110
#> 111 1.15057403 3.5882993 13.228300 1 111
#> 112 1.77253355 2.6242217 13.854370 1 112
#> 113 1.71825314 1.6563381 16.758869 1 113
#> 114 1.27447830 2.7700934 14.209290 1 114
#> 115 1.71854777 2.3268127 13.391934 1 115
#> 116 3.01684119 3.4793411 13.704736 1 116
#> 117 3.06491967 4.8583099 13.217034 1 117
#> 118 1.68083730 4.2254903 11.497395 1 118
#> 119 2.69493643 4.8975308 12.538298 1 119
#> 120 2.38127988 4.6083015 12.597369 1 120
#> 121 2.98274014 2.6062533 11.745549 1 121
#> 122 2.41779502 2.9830963 12.470189 1 122
#> 123 2.03174279 2.8249044 11.941379 1 123
#> 124 1.67617332 1.8177653 11.707106 1 124
#> 125 0.95556428 1.0047774 12.396222 1 125
#> 126 1.54942024 2.1512614 11.945076 1 126
#> 127 2.82822592 3.1048101 11.877902 1 127
#> 128 3.45684397 2.3426374 11.486026 1 128
#> 129 2.44585546 2.6023698 11.894614 1 129
#> 130 1.71405882 1.5354471 12.124884 1 130
#> 131 1.59946024 1.7785539 10.799971 1 131
#> 132 1.44056435 1.2147923 11.252812 1 132
#> 133 0.89858068 1.6832117 10.787564 1 133
#> 134 2.42145028 1.3055812 12.643373 1 134
#> 135 0.63274887 3.6284192 12.435328 1 135
#> 136 0.98243071 4.2856959 12.522947 1 136
#> 137 1.29045640 3.0012108 12.886399 1 137
#> 138 1.04197534 4.2862316 13.429316 1 138
#> 139 2.19978428 2.5129224 15.360141 1 139
#> 140 2.31217933 4.3956222 14.234380 1 140
#> 141 1.28151264 6.0464694 13.676924 1 141
#> 142 1.81512480 4.3359688 12.879889 1 142
#> 143 1.96435292 3.6676530 10.782176 1 143
#> 144 2.23727522 2.0519916 10.573995 1 144
#> 145 0.74822437 3.1547511 11.474287 1 145
#> 146 0.15279161 3.0710871 10.424767 1 146
#> 147 -0.08125950 2.5578209 11.445414 1 147
#> 148 1.24475537 1.7022060 14.341147 1 148
#> 149 2.30453686 2.2705649 12.900625 1 149
#> 150 2.52650273 2.2658996 11.588309 1 150
#> 151 3.90336210 3.3800020 10.882870 1 151
#> 152 3.21123619 4.6688444 11.540021 1 152
#> 153 2.62630893 3.6519091 12.250318 1 153
#> 154 2.28296040 4.1816883 12.457023 1 154
#> 155 1.87597325 3.1118164 13.592794 1 155
#> 156 3.85795405 5.5249477 13.021832 1 156
#> 157 3.05192603 5.6040866 13.722157 1 157
#> 158 2.73393799 4.6229978 13.360465 1 158
#> 159 1.96743208 4.8442045 12.809723 1 159
#> 160 2.79519663 6.1216062 13.694628 1 160
#> 161 2.73028537 5.2222551 12.477962 1 161
#> 162 3.04945643 6.0176195 13.079407 1 162
#> 163 3.78125877 4.9307263 12.070529 1 163
#> 164 4.01265355 5.1826654 12.426060 1 164
#> 165 4.32123430 4.5730162 12.793505 1 165
#> 166 2.13341640 5.2596905 12.575126 1 166
#> 167 4.05626802 5.1979393 13.224702 1 167
#> 168 2.40680558 4.1920644 13.222365 1 168
#> 169 2.37951155 2.3404807 13.521752 1 169
#> 170 1.21860404 1.3275942 13.289169 1 170
#> 171 1.65102212 1.8692308 13.441803 1 171
#> 172 0.74386945 2.3552573 13.907454 1 172
#> 173 2.67836378 2.0389308 14.516932 1 173
#> 174 3.38364569 0.4780932 13.754012 1 174
#> 175 3.07245199 0.6759750 13.983150 1 175
#> 176 2.16050025 1.3672673 12.281813 1 176
#> 177 2.94146534 1.9589756 11.589083 1 177
#> 178 2.91997830 1.4775193 12.104295 1 178
#> 179 3.41558297 3.1822479 12.059186 1 179
#> 180 3.47769506 1.9023390 11.821227 1 180
#> 181 3.70831450 1.8592461 10.391112 1 181
#> 182 1.81915644 3.2170620 10.383871 1 182
#> 183 2.44485950 2.7409744 10.653700 1 183
#> 184 2.20306956 3.0140595 11.613302 1 184
#> 185 2.96342918 3.4995063 11.568020 1 185
#> 186 1.51908063 2.4163198 10.635529 1 186
#> 187 2.57184712 3.3494263 11.525324 1 187
#> 188 1.57172282 3.6374106 10.937865 1 188
#> 189 1.75222615 3.8489278 11.241784 1 189
#> 190 2.19226408 4.3024110 11.763910 1 190
#> 191 2.47844889 4.9160407 10.396721 1 191
#> 192 1.83469688 3.6913863 11.473186 1 192
#> 193 0.91440673 4.4186810 8.673586 1 193
#> 194 1.25232960 2.9682614 10.628043 1 194
#> 195 -0.08906863 2.7173103 10.439923 1 195
#> 196 0.68309173 2.7443671 10.116028 1 196
#> 197 1.34177113 1.9906375 9.989560 1 197
#> 198 1.49977384 4.1687485 10.161491 1 198
#> 199 -0.10135940 2.8961454 11.148610 1 199
#> 200 0.53671404 3.8521287 11.914961 1 200
#> 201 0.33570475 3.9115514 10.357436 1 201
#> 202 1.53158908 2.6699377 12.011229 1 202
#> 203 1.98364647 4.2293485 11.490774 1 203
#> 204 1.47272927 4.4628395 11.017311 1 204
#> 205 2.40531947 4.1782206 7.240362 1 205
#> 206 0.70050371 4.1355154 8.106523 1 206
#> 207 0.47477202 4.4349062 7.487697 1 207
#> 208 2.65261621 4.7315642 6.865391 1 208
#> 209 1.34531324 5.0116603 6.682300 1 209
#> 210 3.96737577 4.4060467 9.025813 1 210
#> 211 4.22387931 5.3477116 8.438379 1 211
#> 212 3.56993333 5.2716725 10.865009 1 212
#> 213 2.55727131 4.4367136 10.797704 1 213
#> 214 1.28749901 2.8155358 10.692170 1 214
#> 215 1.83629399 4.1403257 9.588011 1 215
#> 216 1.66250560 3.6261784 9.628349 1 216
#> 217 1.92535550 5.0510491 9.965255 1 217
#> 218 1.52560806 3.5835390 10.486142 1 218
#> 219 2.64412373 2.2142767 9.757497 1 219
#> 220 2.35497565 3.7031090 10.435961 1 220
#> 221 3.25583329 3.8086111 10.000746 1 221
#> 222 2.10954031 4.8441792 8.385058 1 222
#> 223 1.39275756 4.8190430 9.340784 1 223
#> 224 0.25293718 5.5740649 10.280021 1 224
#> 225 1.35633103 6.0481534 9.244423 1 225
#> 226 1.04152375 4.7343552 9.861744 1 226
#> 227 3.48793260 3.6806499 9.906729 1 227
#> 228 1.68569373 1.7422111 10.095410 1 228
#> 229 1.07818206 3.4826694 9.146041 1 229
#> 230 0.42713837 4.1229314 9.481982 1 230
#> 231 2.47122874 2.8450283 10.792655 1 231
#> 232 0.88633067 5.5576596 9.531195 1 232
#> 233 2.86721804 4.6331012 8.470086 1 233
#> 234 2.49724179 4.0187103 9.274011 1 234
#> 235 3.35815572 3.6281174 11.921281 1 235
#> 236 3.70697064 4.2484020 12.612232 1 236
#> 237 1.37044058 5.4968327 11.549139 1 237
#> 238 3.71021005 4.8401135 10.703095 1 238
#> 239 0.64065986 6.1375343 10.790334 1 239
#> 240 0.97249373 7.2323602 11.386820 1 240
#> 241 0.86255041 6.8769103 9.751316 1 241
#> 242 3.31570011 6.8328207 11.903867 1 242
#> 243 3.24560150 6.7351935 10.706836 1 243
#> 244 3.37307703 6.1771869 9.354436 1 244
#> 245 2.18523727 5.3768315 9.097331 1 245
#> 246 1.81378865 5.3404334 7.218939 1 246
#> 247 1.66518315 5.8755884 9.199396 1 247
#> 248 3.01858573 5.8923042 8.815038 1 248
#> 249 2.79203973 3.8523470 8.334942 1 249
#> 250 3.04295475 4.8895036 8.258929 1 250
#> 251 2.53740701 5.1832938 8.590206 1 251
#> 252 1.68480968 3.1603552 8.453948 1 252
#> 253 0.89582380 2.9517411 7.609380 1 253
#> 254 3.04711927 2.6327030 8.225660 1 254
#> 255 2.33319710 1.5264182 8.973345 1 255
#> 256 2.14328844 2.6795955 8.866082 1 256
#> 257 2.49726572 3.8475501 9.472916 1 257
#> 258 1.80151789 3.7835495 9.934254 1 258
#> 259 3.60133812 3.3906180 9.377117 1 259
#> 260 1.97565896 2.6318449 8.949702 1 260
#> 261 0.36062137 2.3392224 8.438076 1 261
#> 262 -0.99187935 2.5248464 9.266001 1 262
#> 263 1.38346872 3.4593763 10.508138 1 263
#> 264 1.81305521 4.5791603 9.420928 1 264
#> 265 1.01631772 4.2564095 10.143741 1 265
#> 266 2.03582835 4.9559057 9.554219 1 266
#> 267 2.07555874 6.3263975 9.853668 1 267
#> 268 2.98771244 3.8171275 10.426320 1 268
#> 269 3.67411124 4.3968297 9.986500 1 269
#> 270 3.25493004 4.8925729 9.000608 1 270
#> 271 1.65469538 4.5905335 10.034085 1 271
#> 272 2.25784077 3.4465633 9.621815 1 272
#> 273 1.99547100 4.0015429 10.084604 1 273
#> 274 2.23174395 4.2747242 12.015757 1 274
#> 275 2.20992146 4.2537548 12.504192 1 275
#> 276 1.25375411 2.4220163 13.089430 1 276
#> 277 0.63691336 3.7009381 11.146573 1 277
#> 278 1.46382572 2.7494073 12.611855 1 278
#> 279 3.29646309 3.4918714 11.207576 1 279
#> 280 2.67508200 0.2017933 13.154626 1 280
#> 281 2.65888505 1.6285561 12.031724 1 281
#> 282 2.00919401 2.8886186 12.099308 1 282
#> 283 2.29273906 1.5773299 11.203821 1 283
#> 284 2.59088829 2.9791398 10.741073 1 284
#> 285 2.25583631 1.4400845 9.329202 1 285
#> 286 1.83419995 1.7002887 10.554495 1 286
#> 287 1.30068887 0.6475647 10.210920 1 287
#> 288 -0.06631065 0.6303438 10.852443 1 288
#> 289 -0.35300273 2.6240319 10.649315 1 289
#> 290 1.69516039 2.1802346 10.166100 1 290
#> 291 0.12314928 4.2301955 10.934819 1 291
#> 292 0.14673550 2.6336642 11.251716 1 292
#> 293 -0.84487759 3.8454765 9.852137 1 293
#> 294 -1.56830675 4.6461148 10.074914 1 294
#> 295 0.23835043 4.2806265 10.249612 1 295
#> 296 0.23563227 6.2366603 9.864458 1 296
#> 297 2.04253291 6.7526282 10.059491 1 297
#> 298 2.66241958 5.7672118 12.281143 1 298
#> 299 3.00016148 5.9072943 11.546739 1 299
#> 300 1.05930690 4.8303962 12.793929 1 300
#> 301 2.56071410 5.9901006 10.867394 1 301
#> 302 2.01183397 2.9994056 10.272879 1 302
#> 303 1.89436187 2.9233277 9.218744 1 303
#> 304 1.51741475 5.2986102 9.883919 1 304
#> 305 1.70050126 5.1098116 10.498923 1 305
#> 306 1.76136830 4.1193805 11.043687 1 306
#> 307 1.94985762 3.5672955 11.129544 1 307
#> 308 1.46551592 3.2821471 12.043207 1 308
#> 309 2.94575731 2.2714653 11.327268 1 309
#> 310 1.77962151 0.7674454 10.549882 1 310
#> 311 2.09336074 0.7571019 11.040775 1 311
#> 312 2.70727958 0.8396437 11.934307 1 312
#> 313 2.06821997 1.6397299 11.410949 1 313
#> 314 1.89697960 1.4416762 10.717749 1 314
#> 315 0.67576478 0.2954700 11.457012 1 315
#> 316 2.00604756 2.0768853 10.966795 1 316
#> 317 1.76744744 1.1946337 10.891282 1 317
#> 318 0.83258225 2.1442220 9.863933 1 318
#> 319 1.60098933 2.1302486 9.065035 1 319
#> 320 0.22416004 2.0063123 9.023856 1 320
#> 321 -0.46121357 3.6510391 10.723049 1 321
#> 322 0.71657445 3.4601249 10.244780 1 322
#> 323 2.25725341 4.2119411 10.041078 1 323
#> 324 1.73283512 3.1167921 9.973903 1 324
#> 325 2.93404915 2.7505145 8.949169 1 325
#> 326 1.48225934 0.9678478 10.080241 1 326
#> 327 1.01655762 0.9275554 10.665810 1 327
#> 328 3.26943966 1.1630474 10.379508 1 328
#> 329 0.59305966 1.3545134 12.207718 1 329
#> 330 0.47595538 2.4965471 10.935897 1 330
#> 331 1.08485379 3.6202237 10.866254 1 331
#> 332 2.17395825 5.4283155 10.386855 1 332
#> 333 2.17117758 3.3348011 10.762800 1 333
#> 334 1.85536868 3.8613526 10.907485 1 334
#> 335 2.06779509 5.0504162 9.936428 1 335
#> 336 1.93480358 6.4965605 12.429085 1 336
#> 337 3.35295878 3.8701968 11.332789 1 337
#> 338 3.60396501 4.2873530 11.484945 1 338
#> 339 2.49807252 2.4580635 11.788879 1 339
#> 340 1.73325861 3.8168692 10.700678 1 340
#> 341 0.51725343 3.9529762 10.044240 1 341
#> 342 0.98388071 3.8476197 12.586194 1 342
#> 343 1.28420277 2.6704887 12.563873 1 343
#> 344 1.60675445 1.3102375 12.650798 1 344
#> 345 0.26377178 3.1473377 11.119591 1 345
#> 346 2.39945320 2.1791258 11.757937 1 346
#> 347 1.77106889 2.6336111 11.842086 1 347
#> 348 1.84533646 1.2056916 11.236388 1 348
#> 349 1.81524832 1.3085598 12.405595 1 349
#> 350 1.64259715 0.9340498 10.408466 1 350
#> 351 -0.08525913 4.5074076 11.202920 1 351
#> 352 0.10935151 2.3866179 9.971287 1 352
#> 353 2.12009308 2.8759867 8.877085 1 353
#> 354 3.76869277 4.3148684 9.762547 1 354
#> 355 4.75586065 4.2936247 9.627994 1 355
#> 356 3.38063613 5.4192100 9.695418 1 356
#> 357 3.19729088 6.4720399 9.011075 1 357
#> 358 2.22825970 3.5485027 9.102369 1 358
#> 359 1.72677236 5.3441314 8.028976 1 359
#> 360 1.50375689 5.3034622 9.345674 1 360
#> 361 4.22898115 4.0367955 10.011098 1 361
#> 362 4.10047454 1.8028684 10.403656 1 362
#> 363 3.23522800 2.5016710 10.857414 1 363
#> 364 1.36250042 2.5546292 10.668127 1 364
#> 365 2.26451320 4.5617499 8.279037 1 365
#> 366 2.95243829 4.5410206 9.479478 1 366
#> 367 1.19402488 4.7926732 8.834660 1 367
#> 368 3.53392399 4.2027050 8.610187 1 368
#> 369 1.46176907 4.3448594 8.733802 1 369
#> 370 2.89369894 2.9615434 8.513444 1 370
#> 371 1.92268260 2.9833779 8.870740 1 371
#> 372 0.12174541 2.8977152 7.714544 1 372
#> 373 0.94980372 2.0119249 7.321096 1 373
#> 374 0.68536337 3.3949094 9.669121 1 374
#> 375 0.58451943 1.6803301 7.145844 1 375
#> 376 1.23117445 2.2121133 8.860773 1 376
#> 377 5.24005623 0.8605522 6.514075 1 377
#> 378 3.92218717 2.7707115 5.692845 1 378
#> 379 1.37682183 0.2366256 6.742793 1 379
#> 380 1.24494993 2.2477341 6.495381 1 380
#> 381 1.71893229 2.2351668 8.221536 1 381
#> 382 2.01929234 3.5121196 8.649206 1 382
#> 383 3.11110266 2.8940624 10.852083 1 383
#> 384 2.60071867 4.0535241 9.477276 1 384
#> 385 1.93899752 3.8892504 9.891882 1 385
#> 386 -0.19632597 5.4819969 8.910084 1 386
#> 387 1.79483508 5.1441722 8.703245 1 387
#> 388 2.36298558 5.9704909 9.335892 1 388
#> 389 1.50242228 4.6573676 8.935698 1 389
#> 390 4.39588237 4.9822257 9.313127 1 390
#> 391 3.43439612 3.5944608 9.987401 1 391
#> 392 2.24677503 2.9298406 11.318368 1 392
#> 393 3.16620793 3.5368327 12.020712 1 393
#> 394 1.58262161 4.4562418 11.744076 1 394
#> 395 2.08701206 4.2483359 11.331352 1 395
#> 396 -0.31193888 4.9885661 11.768766 1 396
#> 397 1.05510526 4.2413234 11.342030 1 397
#> 398 0.03115502 3.2325428 11.347074 1 398
#> 399 1.24849632 2.9566276 12.301079 1 399
#> 400 2.21046000 5.3220632 12.234989 1 400
#> 401 1.50898523 6.0641173 11.689465 1 401
#> 402 3.57010728 6.2816157 11.666367 1 402
#> 403 2.48985535 5.9786800 9.392001 1 403
#> 404 2.71106801 5.5905341 10.788398 1 404
#> 405 2.41428098 3.6050373 7.714048 1 405
#> 406 1.43859843 5.1874177 8.080492 1 406
#> 407 2.28181627 5.1478474 8.172838 1 407
#> 408 1.23780475 4.6552635 8.615882 1 408
#> 409 3.18372959 4.1000502 8.228892 1 409
#> 410 2.38092264 2.9987713 8.703165 1 410
#> 411 2.59353109 4.1273425 8.649549 1 411
#> 412 2.74832720 3.4617055 7.440021 1 412
#> 413 3.46628209 4.0256656 5.803287 1 413
#> 414 2.10673290 3.3011537 7.122721 1 414
#> 415 -0.13651676 3.6446783 7.741617 1 415
#> 416 0.71849585 2.1361920 9.106988 1 416
#> 417 0.46383144 3.2989128 9.033874 1 417
#> 418 -0.23829539 3.3277469 9.485882 1 418
#> 419 0.31931661 2.6768810 8.859946 1 419
#> 420 0.31267176 3.4356474 7.631556 1 420
#> 421 2.12191150 2.3990374 8.475016 1 421
#> 422 2.72167600 3.6192947 6.941548 1 422
#> 423 1.53669204 1.4233599 6.834670 1 423
#> 424 0.76461652 2.8254341 7.200312 1 424
#> 425 1.85710960 2.2390927 7.056767 1 425
#> 426 2.45308456 3.6230208 9.091977 1 426
#> 427 0.87393476 2.3297279 7.817321 1 427
#> 428 2.13297693 3.5485760 8.583173 1 428
#> 429 2.10972526 2.9699006 9.026858 1 429
#> 430 1.53929882 6.2079226 9.060969 1 430
#> 431 1.12860893 5.0367409 8.605813 1 431
#> 432 2.83215549 4.0639400 8.966216 1 432
#> 433 1.65645433 2.1040792 8.449472 1 433
#> 434 1.01571979 1.8732409 9.871886 1 434
#> 435 0.45276528 3.4891190 9.656747 1 435
#> 436 3.47747353 3.0735724 9.178275 1 436
#> 437 2.13007609 4.3402921 9.017043 1 437
#> 438 1.55457519 5.2935412 10.338367 1 438
#> 439 2.37645898 5.0873469 8.752070 1 439
#> 440 0.49709125 4.4922727 10.253602 1 440
#> 441 0.12073728 5.3865404 9.299747 1 441
#> 442 1.69218269 4.5323999 11.147474 1 442
#> 443 1.66666660 6.0423737 9.153713 1 443
#> 444 0.71504700 2.1594717 10.399649 1 444
#> 445 1.29105008 2.3539722 8.107885 1 445
#> 446 1.76512022 2.1981270 7.086792 1 446
#> 447 3.82777287 2.5275684 9.051882 1 447
#> 448 0.25370948 2.8649790 8.437120 1 448
#> 449 1.74766084 2.9354904 9.483418 1 449
#> 450 1.83422629 4.4620340 10.005072 1 450
#> 451 2.17259131 1.8900604 8.159060 1 451
#> 452 2.79944272 2.7492251 8.104136 1 452
#> 453 2.66889735 3.6872155 8.285438 1 453
#> 454 1.83186962 2.9160189 6.218438 1 454
#> 455 2.88763319 3.1455344 6.751409 1 455
#> 456 2.75845036 2.7268418 5.989831 1 456
#> 457 1.79828389 3.1778151 7.159661 1 457
#> 458 4.26779491 2.3714103 8.040416 1 458
#> 459 -0.32659450 4.6017754 8.940056 1 459
#> 460 1.92709704 3.4806244 8.950937 1 460
#> 461 2.15199539 2.5745623 11.200258 1 461
#> 462 2.48280506 3.2776097 11.373545 1 462
#> 463 2.16605948 3.9014056 12.063663 1 463
#> 464 2.44304711 3.4846330 12.106992 1 464
#> 465 1.16323971 3.0816988 11.547958 1 465
#> 466 1.18535196 3.4028336 11.673801 1 466
#> 467 1.71348742 3.4532975 11.763987 1 467
#> 468 1.63513541 4.5324646 11.135680 1 468
#> 469 1.75317144 4.2482462 11.439022 1 469
#> 470 2.49786313 3.4225166 11.443582 1 470
#> 471 2.46090051 1.9626724 10.148239 1 471
#> 472 2.69936758 3.2249336 10.837935 1 472
#> 473 1.29198033 3.3623290 10.129505 1 473
#> 474 1.11184013 4.3521579 10.582208 1 474
#> 475 0.75304415 4.4132979 10.322621 1 475
#> 476 1.29722279 3.9251533 10.174918 1 476
#> 477 2.86318264 4.5228983 11.547262 1 477
#> 478 2.00055589 4.8886003 9.629210 1 478
#> 479 3.05828485 2.3002585 7.848157 1 479
#> 480 1.29225670 2.4597092 9.346565 1 480
#> 481 0.92716510 2.0531222 7.602499 1 481
#> 482 1.50621035 1.8898134 8.562024 1 482
#> 483 0.38739715 2.6318563 8.494905 1 483
#> 484 0.66328962 3.4813494 8.095206 1 484
#> 485 2.29528328 3.5894072 7.105136 1 485
#> 486 2.63541430 3.4314097 6.067610 1 486
#> 487 2.75350358 2.7684863 7.679389 1 487
#> 488 1.94376763 3.5524359 7.508801 1 488
#> 489 2.36980929 3.6658351 7.520077 1 489
#> 490 2.49012539 4.1385571 5.484092 1 490
#> 491 1.26681374 4.1134779 4.570127 1 491
#> 492 0.78570774 5.5225112 5.673253 1 492
#> 493 1.83847681 4.3567601 5.829503 1 493
#> 494 0.49786364 4.6753349 5.279577 1 494
#> 495 0.73130000 3.0883864 6.043565 1 495
#> 496 0.46804954 4.6713472 5.420105 1 496
#> 497 0.43425953 4.1955972 7.484502 1 497
#> 498 1.32979347 2.1863944 7.014881 1 498
#> 499 1.57536549 3.0167218 6.559183 1 499
#> 500 1.35474795 3.7900041 6.008374 1 500
#> 501 0.71511255 4.3395473 6.372236 1 501
#> 502 0.63329436 5.9084989 7.836548 1 502
#> 503 1.97859267 4.4469590 8.025454 1 503
#> 504 1.20469574 3.9611048 9.277068 1 504
#> 505 2.49290292 4.2742514 10.386764 1 505
#> 506 2.52539245 3.7197780 10.579161 1 506
#> 507 2.02027748 3.5452593 11.873910 1 507
#> 508 1.41005062 4.2952182 10.857654 1 508
#> 509 2.19762848 5.5320797 10.577093 1 509
#> 510 2.03887813 5.6179153 10.783280 1 510
#> 511 1.23506578 6.2059259 12.907994 1 511
#> 512 2.42944487 4.7602603 12.550308 1 512
#> 513 3.27650859 4.9810104 11.873049 1 513
#> 514 3.11237322 6.1404156 11.321324 1 514
#> 515 2.38848686 5.3843980 11.216152 1 515
#> 516 2.43155413 5.3588379 8.822969 1 516
#> 517 3.16224038 5.2803291 8.177545 1 517
#> 518 4.79261350 6.3696987 9.053950 1 518
#> 519 2.00257812 3.7862204 8.804329 1 519
#> 520 2.61881696 5.3085733 11.145408 1 520
#> 521 2.46298334 4.1434834 10.860342 1 521
#> 522 3.06651530 4.2139604 9.918913 1 522
#> 523 2.90466773 3.9310071 10.316266 1 523
#> 524 2.30638206 4.2869257 10.876752 1 524
#> 525 2.77855927 3.9929460 10.589661 1 525
#> 526 1.49659810 4.6197892 11.572343 1 526
#> 527 1.51364490 3.7093752 11.633208 1 527
#> 528 2.17253040 1.9729582 11.920795 1 528
#> 529 1.49366849 3.6537951 10.342960 1 529
#> 530 1.54650636 2.1666975 11.264091 1 530
#> 531 -0.16546425 3.2526127 9.861151 1 531
#> 532 1.40407589 3.4659653 11.809135 1 532
#> 533 1.63135234 4.7555650 11.948455 1 533
#> 534 0.47544411 4.8675307 12.155623 1 534
#> 535 2.33512729 3.7618891 13.886115 1 535
#> 536 2.11267927 1.6728914 11.528248 1 536
#> 537 1.88866574 1.8215945 11.925433 1 537
#> 538 0.11763140 1.2832209 10.614077 1 538
#> 539 0.57930565 3.0146046 10.891377 1 539
#> 540 2.25043168 2.5346404 10.804868 1 540
#> 541 2.68340099 3.0087444 11.898438 1 541
#> 542 3.83727530 2.2825282 11.103269 1 542
#> 543 2.71882512 1.3536738 11.082428 1 543
#> 544 2.61931320 1.3939154 11.064988 1 544
#> 545 3.09116228 2.5948925 11.143754 1 545
#> 546 2.06716701 2.9801058 10.903998 1 546
#> 547 3.30116670 0.8766661 11.496334 1 547
#> 548 4.17584755 2.7799066 11.032846 1 548
#> 549 2.54023171 2.7451507 10.822165 1 549
#> 550 3.19922624 3.6911188 10.490687 1 550
#> 551 2.86606371 4.0053372 9.728404 1 551
#> 552 4.16803735 4.8496239 8.887131 1 552
#> 553 2.46569542 2.2322762 8.384412 1 553
#> 554 2.16464537 3.0005704 10.266153 1 554
#> 555 1.76190028 3.7670977 10.407698 1 555
#> 556 1.72286968 3.1707407 9.795489 1 556
#> 557 1.76965068 2.4519549 9.560980 1 557
#> 558 1.68522828 2.9877741 9.170081 1 558
#> 559 0.86840740 4.0452653 8.447715 1 559
#> 560 2.02475498 3.8483163 9.685155 1 560
#> 561 0.09987136 4.6427411 10.744785 1 561
#> 562 -0.39765700 4.3740290 10.884674 1 562
#> 563 0.34635808 4.2314776 12.257619 1 563
#> 564 1.17529789 5.7230952 12.764878 1 564
#> 565 1.01917798 3.2604535 13.262737 1 565
#> 566 2.61241096 5.0815780 11.707436 1 566
#> 567 1.61451555 2.0069324 11.966729 1 567
#> 568 2.98421705 3.1683204 12.525118 1 568
#> 569 3.13171548 1.4971150 13.440366 1 569
#> 570 3.40679843 3.7312163 14.288307 1 570
#> 571 2.91289218 3.0462204 14.342144 1 571
#> 572 2.60913749 2.9259468 14.280051 1 572
#> 573 1.80521004 2.8941609 13.349327 1 573
#> 574 2.71562343 3.2109039 14.590451 1 574
#> 575 3.51640974 2.0392181 14.589858 1 575
#> 576 2.33663127 3.7987188 13.646966 1 576
#> 577 1.38708523 3.4832510 14.184013 1 577
#> 578 1.40524604 4.1583761 12.941972 1 578
#> 579 2.15346590 3.0533072 13.591873 1 579
#> 580 -0.01381448 2.6804793 12.783164 1 580
#> 581 3.02945173 1.5141034 12.307830 1 581
#> 582 3.18568095 3.8078452 13.128241 1 582
#> 583 2.66217120 3.6094410 12.243220 1 583
#> 584 1.84289441 3.4773893 12.675463 1 584
#> 585 0.68899173 1.4011085 11.211439 1 585
#> 586 0.97679475 2.9613599 13.377616 1 586
#> 587 0.92881511 2.9090100 13.715834 1 587
#> 588 0.65940482 3.6603958 11.516484 1 588
#> 589 2.10868496 3.4808871 12.199301 1 589
#> 590 -0.68638955 3.9960491 13.188907 1 590
#> 591 0.36231254 2.2565209 11.352290 1 591
#> 592 2.45253666 2.6654722 13.062682 1 592
#> 593 2.85462974 2.5369251 12.329835 1 593
#> 594 3.02743470 2.6147789 12.988944 1 594
#> 595 2.33556261 4.8199401 12.433642 1 595
#> 596 1.96210766 3.2047865 13.258934 1 596
#> 597 2.33349188 4.3777987 12.124146 1 597
#> 598 2.73087087 4.1235986 12.379676 1 598
#> 599 1.34042056 4.0344351 11.171818 1 599
#> 600 1.03596848 5.0616433 10.433657 1 600
#> 601 0.88626316 3.4257921 9.704163 1 601
#> 602 1.12941073 3.3950339 8.110682 1 602
#> 603 1.37784770 3.9344585 11.172130 1 603
#> 604 2.80650160 2.7272590 11.131565 1 604
#> 605 1.10298068 2.5407588 11.068586 1 605
#> 606 0.25442166 3.8806772 11.711386 1 606
#> 607 0.84119826 2.9167911 13.158834 1 607
#> 608 0.85965255 2.7554390 13.308302 1 608
#> 609 2.36854449 3.2809740 12.801334 1 609
#> 610 2.32852489 1.7352191 12.380457 1 610
#> 611 0.65006226 3.0753289 12.009660 1 611
#> 612 1.28921755 1.3227480 12.984151 1 612
#> 613 2.47107405 4.0483995 13.578054 1 613
#> 614 1.04326394 3.6159949 13.685034 1 614
#> 615 2.34146556 3.9711975 14.262164 1 615
#> 616 1.53805945 5.3653950 15.004578 1 616
#> 617 1.14368730 5.3383431 13.871014 1 617
#> 618 1.94680513 6.0702421 13.573592 1 618
#> 619 3.66594941 4.2436270 14.149156 1 619
#> 620 3.60003959 4.7734066 13.856639 1 620
#> 621 4.08268788 4.5660613 13.605985 1 621
#> 622 2.71415606 5.8276389 12.708563 1 622
#> 623 0.92575644 5.4153964 11.883939 1 623
#> 624 2.32827602 5.4186651 11.862407 1 624
#> 625 1.68710723 5.3381797 11.369880 1 625
#> 626 2.65638823 6.5489670 12.279030 1 626
#> 627 0.83342121 4.1465239 10.555911 1 627
#> 628 1.93509066 3.7230164 10.895877 1 628
#> 629 1.44311026 2.0117293 10.062772 1 629
#> 630 1.53968539 3.5285177 9.204747 1 630
#> 631 1.71106380 3.7569318 9.729132 1 631
#> 632 0.97015000 2.4404304 9.950618 1 632
#> 633 1.82821545 3.6359918 8.938479 1 633
#> 634 -0.12863925 2.3357483 10.244697 1 634
#> 635 2.70411606 2.9548737 11.704447 1 635
#> 636 3.25045882 4.4151262 12.727419 1 636
#> 637 2.61656267 4.4734269 11.350933 1 637
#> 638 2.26987074 5.0758538 11.114645 1 638
#> 639 1.92705895 5.6628993 11.271646 1 639
#> 640 2.10033784 4.8855651 10.218600 1 640
#> 641 3.02873856 4.9899717 10.366404 1 641
#> 642 3.66716471 4.3604031 10.563899 1 642
#> 643 3.20034496 4.8258925 11.009568 1 643
#> 644 2.13544689 3.9339611 9.630195 1 644
#> 645 3.41870454 4.3077714 10.941276 1 645
#> 646 1.07684345 2.9206386 11.049536 1 646
#> 647 2.73035372 2.1704039 13.752149 1 647
#> 648 2.22504898 3.0207271 11.970207 1 648
#> 649 1.27150333 2.7536469 12.429326 1 649
#> 650 2.68984592 4.1231782 11.858508 1 650
#> 651 0.42438755 3.8830177 10.236740 1 651
#> 652 2.98869158 3.1106716 10.246173 1 652
#> 653 -0.21870929 2.9651330 12.116175 1 653
#> 654 1.02316873 2.1971856 12.569705 1 654
#> 655 -0.51592668 2.8067162 12.193615 1 655
#> 656 0.22999509 1.3967051 13.696520 1 656
#> 657 1.21098509 1.2348443 12.328709 1 657
#> 658 0.59461215 1.7307254 11.995757 1 658
#> 659 0.61859617 2.4638297 13.286284 1 659
#> 660 1.42576014 1.3778414 10.494391 1 660
#> 661 1.67026224 4.1404577 10.035506 1 661
#> 662 1.94326565 4.1219968 10.239039 1 662
#> 663 1.79813681 5.3610858 10.152833 1 663
#> 664 2.48082974 4.0050194 10.767005 1 664
#> 665 4.09342381 4.0110003 10.050339 1 665
#> 666 3.61104001 4.9718348 9.785526 1 666
#> 667 2.52749472 3.2163746 11.157502 1 667
#> 668 1.74057309 5.1488003 10.904966 1 668
#> 669 0.09400802 5.2022836 11.393234 1 669
#> 670 1.07604879 4.6875313 11.694402 1 670
#> 671 3.29836941 4.0405985 9.834430 1 671
#> 672 2.42447902 4.0347929 10.426187 1 672
#> 673 0.47578868 3.9044234 9.844735 1 673
#> 674 1.35580814 3.7355818 9.659634 1 674
#> 675 2.01075668 4.2067654 8.569355 1 675
#> 676 2.13759226 2.7339989 8.801871 1 676
#> 677 2.71092414 3.5482582 9.640653 1 677
#> 678 2.03240437 5.6487652 8.541439 1 678
#> 679 4.04248084 4.9845984 7.885560 1 679
#> 680 3.90114859 4.7978353 9.216713 1 680
#> 681 2.75471651 3.9490002 9.595079 1 681
#> 682 2.34436746 3.7844665 8.601980 1 682
#> 683 2.49889982 2.5804446 8.511863 1 683
#> 684 -0.47835197 1.3683889 8.446921 1 684
#> 685 1.64706747 2.9576160 7.687981 1 685
#> 686 3.76070929 3.6929850 6.328691 1 686
#> 687 2.47061140 2.2531350 6.999972 1 687
#> 688 3.20983047 2.2164890 7.161202 1 688
#> 689 2.85159934 2.2580795 8.776035 1 689
#> 690 4.01381080 3.7106372 7.673584 1 690
#> 691 1.42757926 3.5343158 9.159917 1 691
#> 692 4.39964235 4.1446595 10.281103 1 692
#> 693 2.23041089 4.0694542 9.486177 1 693
#> 694 3.11120365 3.5016731 8.464361 1 694
#> 695 2.04231393 2.8042703 10.078269 1 695
#> 696 1.25539189 1.5655854 8.324212 1 696
#> 697 1.38856070 0.3540915 7.828368 1 697
#> 698 1.15652232 1.9134422 9.112812 1 698
#> 699 3.00918419 2.4781592 7.134988 1 699
#> 700 3.81990643 4.2241022 7.681759 1 700
#> 701 3.16160807 1.7143445 6.375356 1 701
#> 702 4.10850616 3.9477100 7.078838 1 702
#> 703 3.57230046 4.6336965 6.608169 1 703
#> 704 2.41912711 4.2240468 6.541787 1 704
#> 705 1.78629797 4.8395134 8.893637 1 705
#> 706 1.26768998 5.1596191 8.739698 1 706
#> 707 1.94430255 3.1296329 9.009793 1 707
#> 708 -0.45116246 4.0365220 9.916907 1 708
#> 709 0.32840804 3.2776069 8.116638 1 709
#> 710 1.63041455 4.9664857 9.216428 1 710
#> 711 3.61852139 4.4463162 8.961199 1 711
#> 712 3.23896869 6.3956717 9.162038 1 712
#> 713 1.41052314 3.6036448 9.702211 1 713
#> 714 2.08916576 2.5491044 10.398267 1 714
#> 715 2.68808691 3.2639300 8.195078 1 715
#> 716 1.19195265 4.4868147 11.216747 1 716
#> 717 1.10253076 5.0260692 10.954948 1 717
#> 718 1.71007013 4.9553351 11.923983 1 718
#> 719 1.19442264 4.6182990 13.330687 1 719
#> 720 1.35787777 5.9078887 12.659006 1 720
#> 721 2.43934103 4.2880867 13.211909 1 721
#> 722 0.16387333 2.9599610 11.954239 1 722
#> 723 -1.24485824 3.3614317 13.136297 1 723
#> 724 -0.82823376 1.0400722 11.736735 1 724
#> 725 0.32092965 4.1678440 10.693066 1 725
#> 726 -0.79307351 2.0594060 9.337620 1 726
#> 727 1.93156463 3.2462257 11.966280 1 727
#> 728 1.55694304 3.8496929 9.938245 1 728
#> 729 0.33773269 3.5230521 11.959340 1 729
#> 730 5.10250041 3.0597648 10.052800 1 730
#> 731 2.18056948 4.3545705 11.884318 1 731
#> 732 1.80483081 3.3257569 10.550209 1 732
#> 733 3.42701563 3.3529826 10.992488 1 733
#> 734 1.00213207 4.0066722 9.894328 1 734
#> 735 1.44147375 3.7233070 10.532137 1 735
#> 736 2.03571321 4.1097955 10.153859 1 736
#> 737 1.12293751 4.3765515 10.430283 1 737
#> 738 2.15221323 2.6855374 10.216802 1 738
#> 739 1.39019468 3.8535516 12.042742 1 739
#> 740 0.05003261 3.1056935 13.283145 1 740
#> 741 0.68434293 2.5117253 12.109862 1 741
#> 742 1.82197845 4.6289616 11.844319 1 742
#> 743 -0.45492124 3.6100145 10.648108 1 743
#> 744 1.11288914 5.5443992 10.701158 1 744
#> 745 0.28410220 5.5217068 12.784586 1 745
#> 746 1.88834510 3.6991848 11.941588 1 746
#> 747 1.13222075 4.3649781 12.341320 1 747
#> 748 2.82200041 2.6776638 11.843445 1 748
#> 749 3.25591605 2.1914114 12.526786 1 749
#> 750 3.08075098 2.4955939 10.376636 1 750
#> 751 1.43187094 3.9741788 9.132793 1 751
#> 752 2.54727865 4.3777594 10.286041 1 752
#> 753 3.79642025 2.5765697 9.645430 1 753
#> 754 2.16998426 3.3703615 10.298593 1 754
#> 755 3.08628598 -0.7983311 11.702847 1 755
#> 756 3.24617204 1.2268744 12.068863 1 756
#> 757 2.85577383 -1.0283631 12.161260 1 757
#> 758 4.66648438 0.2140074 11.307027 1 758
#> 759 3.48732820 0.5604711 13.015560 1 759
#> 760 2.81881367 0.1984103 10.898850 1 760
#> 761 3.46501739 1.4555546 11.328563 1 761
#> 762 -0.04447804 3.2699497 11.021141 1 762
#> 763 1.26536579 3.9793664 11.967470 1 763
#> 764 2.77071167 3.3282697 13.049294 1 764
#> 765 1.58997432 3.6454182 10.553823 1 765
#> 766 1.80197084 2.8109413 10.994168 1 766
#> 767 1.42242325 2.9040228 9.105500 1 767
#> 768 2.06504894 3.6140751 9.722573 1 768
#> 769 1.74219112 3.3172554 9.280527 1 769
#> 770 3.33595764 3.5723316 9.990963 1 770
#> 771 4.39073646 2.7964049 9.727984 1 771
#> 772 3.16540869 3.6920092 9.492225 1 772
#> 773 1.89583081 3.8848177 10.101265 1 773
#> 774 2.63000697 3.1556850 11.869927 1 774
#> 775 2.49789149 3.6522166 9.911090 1 775
#> 776 2.91207760 4.4254674 9.555777 1 776
#> 777 3.67000011 2.9236944 8.691668 1 777
#> 778 0.78805056 2.5123550 8.791024 1 778
#> 779 3.30983455 2.7724712 8.857142 1 779
#> 780 2.53847721 2.5715216 10.611458 1 780
#> 781 2.33980376 4.0772293 9.854493 1 781
#> 782 2.16646337 2.3488117 10.110724 1 782
#> 783 2.81136669 2.1982061 11.313389 1 783
#> 784 3.68006016 1.5726945 9.979765 1 784
#> 785 3.95658172 1.1483764 11.030911 1 785
#> 786 4.32974647 2.3513004 10.965759 1 786
#> 787 3.64897339 3.6009250 11.349017 1 787
#> 788 3.27583357 3.3419665 10.704787 1 788
#> 789 2.91828473 5.2821176 11.799313 1 789
#> 790 1.67784571 5.6679110 12.476571 1 790
#> 791 2.18314519 4.2441440 11.729199 1 791
#> 792 3.11938977 3.0375868 12.546807 1 792
#> 793 3.26743275 3.2834676 11.682069 1 793
#> 794 2.70389180 1.7733569 11.970051 1 794
#> 795 1.42509205 0.3928606 11.228614 1 795
#> 796 1.42491436 1.3080948 12.975716 1 796
#> 797 1.93892762 1.6121105 11.693988 1 797
#> 798 1.12954508 2.6620895 11.544000 1 798
#> 799 1.68725475 1.7936833 10.512198 1 799
#> 800 1.78502430 3.1417382 11.238612 1 800
#> 801 2.72224537 2.2642233 12.506626 1 801
#> 802 3.89165793 3.5652520 12.557163 1 802
#> 803 1.47128061 3.8451718 11.936780 1 803
#> 804 2.23276469 4.2207780 10.919686 1 804
#> 805 2.34188627 5.5186337 12.955334 1 805
#> 806 3.19196968 4.3589311 12.848034 1 806
#> 807 3.65658118 3.2636982 14.084776 1 807
#> 808 3.13533837 0.9771419 11.980149 1 808
#> 809 3.17974138 2.0490117 12.778372 1 809
#> 810 3.03565542 1.6395662 11.993025 1 810
#> 811 0.15948077 2.0943029 11.407276 1 811
#> 812 2.41255515 2.0273438 11.718372 1 812
#> 813 1.36395849 -0.0620411 11.525659 1 813
#> 814 1.05188284 2.2308086 10.688467 1 814
#> 815 1.68738377 0.5647023 13.027713 1 815
#> 816 2.32294638 0.2432997 14.333569 1 816
#> 817 2.43677957 0.6287756 13.649803 1 817
#> 818 2.52233654 0.1171177 13.754476 1 818
#> 819 1.66882132 2.0407980 15.438454 1 819
#> 820 3.65960604 1.9084229 13.957829 1 820
#> 821 2.32337759 0.7739970 13.719182 1 821
#> 822 3.16299562 0.7923483 13.642934 1 822
#> 823 2.32936886 2.6759211 13.341227 1 823
#> 824 1.02800315 2.5625317 14.394935 1 824
#> 825 1.54803646 2.4448462 14.116342 1 825
#> 826 2.97701609 2.5094768 14.300313 1 826
#> 827 2.21594083 3.3350420 13.384984 1 827
#> 828 3.60395044 1.3612056 13.617781 1 828
#> 829 2.73917442 1.6320380 13.554826 1 829
#> 830 3.95274188 2.1885552 14.567720 1 830
#> 831 1.83528082 2.3000863 14.073652 1 831
#> 832 2.02050307 3.1341887 14.424778 1 832
#> 833 2.43564251 3.0670074 13.629682 1 833
#> 834 2.03018620 0.8575506 15.133621 1 834
#> 835 1.65501369 1.3842518 14.102916 1 835
#> 836 1.77306267 2.1834013 13.525159 1 836
#> 837 2.58451657 3.8273721 13.233396 1 837
#> 838 3.05709809 3.9144280 12.492759 1 838
#> 839 3.10913361 4.3088000 12.270438 1 839
#> 840 1.48398346 4.3520654 12.519326 1 840
#> 841 1.16199815 3.5380574 11.798281 1 841
#> 842 0.65003012 3.8820593 12.799154 1 842
#> 843 2.61761588 3.9204942 13.703241 1 843
#> 844 1.59486854 4.0614483 15.184884 1 844
#> 845 1.98929776 2.3513580 14.707581 1 845
#> 846 0.09201653 3.7832758 14.997304 1 846
#> 847 1.76802378 3.0223716 13.994066 1 847
#> 848 2.03415299 3.7069632 15.326834 1 848
#> 849 1.42729757 3.8422342 14.342340 1 849
#> 850 1.13629214 4.5509993 16.488527 1 850
#> 851 2.57926693 5.4839732 14.877989 1 851
#> 852 2.43027057 4.9646460 16.040446 1 852
#> 853 1.96541800 5.0121031 15.936231 1 853
#> 854 2.69406570 3.0798879 16.839573 1 854
#> 855 1.69659649 4.4261043 15.249140 1 855
#> 856 -0.69608257 5.0123428 13.927225 1 856
#> 857 2.82077620 4.4802854 14.568013 1 857
#> 858 3.86672125 3.9278588 13.452431 1 858
#> 859 1.27984434 4.8804225 12.777392 1 859
#> 860 2.51507834 5.0335183 11.912943 1 860
#> 861 1.86475405 5.7427456 13.606796 1 861
#> 862 2.06465724 6.0640268 12.615726 1 862
#> 863 1.56301813 4.3926741 13.035411 1 863
#> 864 1.96811899 5.3708665 12.792826 1 864
#> 865 2.25243450 4.8739571 13.651403 1 865
#> 866 1.90818432 4.7416619 10.881018 1 866
#> 867 1.31317398 3.6702711 9.335863 1 867
#> 868 0.82885122 4.8491034 11.640105 1 868
#> 869 2.65096104 3.4966256 10.601640 1 869
#> 870 0.74715369 4.3126042 10.729880 1 870
#> 871 3.26167049 1.5147538 8.645849 1 871
#> 872 0.35666162 2.3178506 9.507931 1 872
#> 873 1.92312123 4.2543151 10.151523 1 873
#> 874 1.57217355 4.1874198 10.218048 1 874
#> 875 0.17837814 4.3657819 10.441954 1 875
#> 876 0.95501603 4.8208338 10.914008 1 876
#> 877 2.05776205 4.0569450 11.334833 1 877
#> 878 2.06289243 3.7533317 10.457494 1 878
#> 879 1.97859737 3.1932417 11.249186 1 879
#> 880 1.63618975 3.3126305 11.545688 1 880
#> 881 1.42538813 2.9431751 10.034152 1 881
#> 882 3.06213467 1.8873610 11.630771 1 882
#> 883 0.81466947 2.5869916 9.930733 1 883
#> 884 2.94718704 2.0309938 10.490469 1 884
#> 885 3.01420686 1.2633768 9.439865 1 885
#> 886 3.82870203 1.0107005 8.178204 1 886
#> 887 2.57537594 1.9008275 8.592803 1 887
#> 888 4.60533908 3.4703495 7.625840 1 888
#> 889 2.87688266 2.6539351 9.888485 1 889
#> 890 2.77253541 2.6838795 7.992749 1 890
#> 891 2.43420863 2.6502279 9.345829 1 891
#> 892 3.58733596 3.4241008 8.625875 1 892
#> 893 2.87573367 3.5167042 7.654074 1 893
#> 894 2.44839912 1.2785855 9.097574 1 894
#> 895 2.05347129 3.6368446 8.133024 1 895
#> 896 2.17620795 4.0229131 8.852145 1 896
#> 897 3.66361142 4.4338958 7.506318 1 897
#> 898 3.26303716 2.6251357 7.376523 1 898
#> 899 2.77807935 3.2232863 9.195919 1 899
#> 900 1.88783818 4.4797412 9.219813 1 900
#> 901 0.67368238 3.4213246 7.915612 1 901
#> 902 0.53012218 4.7472646 10.891984 1 902
#> 903 1.77037173 3.0703355 11.573028 1 903
#> 904 0.40629000 4.2151610 13.712567 1 904
#> 905 0.09571354 3.6344840 11.486362 1 905
#> 906 0.53725959 4.6662207 12.114607 1 906
#> 907 1.14008439 3.1933232 10.673224 1 907
#> 908 1.25302057 3.2627660 12.756174 1 908
#> 909 3.98122404 2.6416729 11.058906 1 909
#> 910 2.57774708 1.5147901 9.507102 1 910
#> 911 1.41396053 2.3050461 11.210592 1 911
#> 912 1.69963896 1.0429896 10.409620 1 912
#> 913 3.55856210 2.1910970 10.889498 1 913
#> 914 1.60983977 0.8428116 10.483492 1 914
#> 915 1.50802424 1.9761210 10.018529 1 915
#> 916 0.49410043 0.3139167 8.387947 1 916
#> 917 1.62631461 3.8222642 9.594466 1 917
#> 918 0.53542864 1.4494441 9.998894 1 918
#> 919 1.56738883 1.1746432 8.418415 1 919
#> 920 2.15963130 2.3027213 8.244887 1 920
#> 921 4.05420387 4.1764060 9.010937 1 921
#> 922 1.84438432 2.6859819 7.900818 1 922
#> 923 1.46065882 3.5619446 8.617569 1 923
#> 924 1.15094843 3.5228903 9.833424 1 924
#> 925 2.67870853 1.6906731 8.844411 1 925
#> 926 2.77212418 1.8520349 7.561486 1 926
#> 927 2.99449973 1.5928900 7.295953 1 927
#> 928 3.61454180 0.9266903 8.695273 1 928
#> 929 2.73064140 2.1730618 7.964648 1 929
#> 930 2.29785462 2.8377659 7.726163 1 930
#> 931 1.72439871 2.1655920 8.254199 1 931
#> 932 2.22527626 1.7703781 7.133963 1 932
#> 933 3.24147593 4.0066984 6.113671 1 933
#> 934 3.52834250 1.0512230 7.221741 1 934
#> 935 1.64899183 2.6251199 8.348635 1 935
#> 936 2.08404700 2.6592036 8.395334 1 936
#> 937 1.09336374 2.8405823 9.005165 1 937
#> 938 4.42587209 2.6095629 9.764705 1 938
#> 939 3.70425928 4.6676386 9.578848 1 939
#> 940 2.55650240 3.4765270 9.064163 1 940
#> 941 3.33335030 2.3142088 9.498945 1 941
#> 942 4.43255705 3.4415037 6.926923 1 942
#> 943 1.25810665 3.5018631 8.632580 1 943
#> 944 0.98747805 3.5287567 7.360330 1 944
#> 945 1.44595492 3.4605206 7.875931 1 945
#> 946 1.93062248 1.9788801 7.206994 1 946
#> 947 1.12711276 1.9878793 8.354627 1 947
#> 948 3.20502988 0.9898428 6.756553 1 948
#> 949 1.90667169 1.7391512 7.255315 1 949
#> 950 1.54823993 2.0075643 5.749133 1 950
#> 951 1.47880866 3.3406693 7.196609 1 951
#> 952 2.97986086 3.4535945 7.645205 1 952
#> 953 2.20442756 2.7077706 6.691123 1 953
#> 954 2.44302563 2.5726551 5.159087 1 954
#> 955 1.78266729 2.6496492 6.103377 1 955
#> 956 2.49677351 2.7396718 4.954155 1 956
#> 957 0.28274437 3.0989971 5.685357 1 957
#> 958 2.34905245 1.5757412 7.433537 1 958
#> 959 2.77782099 2.9760374 7.101965 1 959
#> 960 1.55709178 2.5516387 7.446003 1 960
#> 961 2.93701139 2.1266939 8.483055 1 961
#> 962 1.76409230 2.7542845 10.123686 1 962
#> 963 0.86358870 3.9491306 10.178306 1 963
#> 964 0.05912200 1.6316484 9.604863 1 964
#> 965 0.71445949 3.0982657 11.260538 1 965
#> 966 1.00582513 3.4447485 9.423520 1 966
#> 967 0.63117824 5.6717465 8.830943 1 967
#> 968 1.19609256 3.4653874 8.578516 1 968
#> 969 -0.08637660 4.0616293 7.162860 1 969
#> 970 0.94278171 3.8470908 8.137111 1 970
#> 971 0.47124597 3.1351311 7.465780 1 971
#> 972 1.97942615 2.7158621 7.601465 1 972
#> 973 2.18773363 4.6137001 9.040569 1 973
#> 974 0.90883658 4.2715126 9.977137 1 974
#> 975 -1.25084681 6.1634313 9.000784 1 975
#> 976 0.89008249 4.3891024 9.870824 1 976
#> 977 1.71914522 4.1076832 9.394976 1 977
#> 978 -0.31361900 3.8420321 9.752294 1 978
#> 979 0.81797474 3.2246747 8.474540 1 979
#> 980 1.34313581 3.6323934 7.963721 1 980
#> 981 -0.43127378 2.5702774 7.776253 1 981
#> 982 0.56699003 3.3176178 7.226794 1 982
#> 983 2.21002527 2.6885089 8.401662 1 983
#> 984 -0.54727344 4.7297617 8.288057 1 984
#> 985 -0.28600862 4.1671698 9.157443 1 985
#> 986 1.36256972 3.4327776 10.265619 1 986
#> 987 3.82452545 5.0467943 10.978266 1 987
#> 988 4.12938732 3.0773897 11.432618 1 988
#> 989 2.31998859 4.6741797 11.460968 1 989
#> 990 1.72808273 4.1474825 11.059323 1 990
#> 991 3.24880078 2.1803399 11.020186 1 991
#> 992 1.33977697 2.3579862 9.356722 1 992
#> 993 2.57432841 2.5189680 8.906273 1 993
#> 994 2.33257402 2.1949378 8.802704 1 994
#> 995 2.55646727 4.5220937 10.504924 1 995
#> 996 0.52952803 3.0282896 10.553773 1 996
#> 997 0.32253008 3.4439725 10.376381 1 997
#> 998 2.56494043 4.8493883 11.315225 1 998
#> 999 2.50365929 3.0336995 10.767079 1 999
#> 1000 2.41422090 4.3338954 10.638813 1 1000
#>
#> $idVar
#> [1] "id"
#>
#> $timeVar
#> [1] "time"
#>
#>
#> $num_regime
#> [1] 1
#>
#> $dim_latent_var
#> [1] 6
#>
#> $outfile
#> [1] "/tmp/RtmpYIQFwz/filec07c92338b"
#>
#> $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 beta_11l2 beta_21l2 beta_31l2 beta_12l2 beta_22l2
#> 0 0 0 0 0 0 0
#> beta_32l2 beta_13l2 beta_23l2 beta_33l2 alpha_1 alpha_2 alpha_3
#> 0 0 0 0 0 0 0
#> epsilon_11 epsilon_12 epsilon_13 epsilon_22 epsilon_23 epsilon_33 mu_1
#> 0 0 0 0 0 0 0
#> mu_2 mu_3 mu_1l1 mu_2l1 mu_3l1 sigma_11 sigma_12
#> 0 0 0 0 0 0 0
#> sigma_13 sigma_14 sigma_15 sigma_16 sigma_22 sigma_23 sigma_24
#> 0 0 0 0 0 0 0
#> sigma_25 sigma_26 sigma_33 sigma_34 sigma_35 sigma_36 sigma_44
#> 0 0 0 0 0 0 0
#> sigma_45 sigma_46 sigma_55 sigma_56 sigma_66
#> 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 beta_11l2 beta_21l2 beta_31l2 beta_12l2 beta_22l2
#> NA NA NA NA NA NA NA
#> beta_32l2 beta_13l2 beta_23l2 beta_33l2 alpha_1 alpha_2 alpha_3
#> NA NA NA NA NA NA NA
#> epsilon_11 epsilon_12 epsilon_13 epsilon_22 epsilon_23 epsilon_33 mu_1
#> NA NA NA NA NA NA NA
#> mu_2 mu_3 mu_1l1 mu_2l1 mu_3l1 sigma_11 sigma_12
#> NA NA NA NA NA NA NA
#> sigma_13 sigma_14 sigma_15 sigma_16 sigma_22 sigma_23 sigma_24
#> NA NA NA NA NA NA NA
#> sigma_25 sigma_26 sigma_33 sigma_34 sigma_35 sigma_36 sigma_44
#> NA NA NA NA NA NA NA
#> sigma_45 sigma_46 sigma_55 sigma_56 sigma_66
#> 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 beta_11l2 beta_21l2 beta_31l2 beta_12l2 beta_22l2
#> NA NA NA NA NA NA NA
#> beta_32l2 beta_13l2 beta_23l2 beta_33l2 alpha_1 alpha_2 alpha_3
#> NA NA NA NA NA NA NA
#> epsilon_11 epsilon_12 epsilon_13 epsilon_22 epsilon_23 epsilon_33 mu_1
#> NA NA NA NA NA NA NA
#> mu_2 mu_3 mu_1l1 mu_2l1 mu_3l1 sigma_11 sigma_12
#> NA NA NA NA NA NA NA
#> sigma_13 sigma_14 sigma_15 sigma_16 sigma_22 sigma_23 sigma_24
#> NA NA NA NA NA NA NA
#> sigma_25 sigma_26 sigma_33 sigma_34 sigma_35 sigma_36 sigma_44
#> NA NA NA NA NA NA NA
#> sigma_45 sigma_46 sigma_55 sigma_56 sigma_66
#> 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" "beta_11l2"
#> [11] "beta_21l2" "beta_31l2" "beta_12l2" "beta_22l2" "beta_32l2"
#> [16] "beta_13l2" "beta_23l2" "beta_33l2" "alpha_1" "alpha_2"
#> [21] "alpha_3" "epsilon_11" "epsilon_12" "epsilon_13" "epsilon_22"
#> [26] "epsilon_23" "epsilon_33" "mu_1" "mu_2" "mu_3"
#> [31] "mu_1l1" "mu_2l1" "mu_3l1" "sigma_11" "sigma_12"
#> [36] "sigma_13" "sigma_14" "sigma_15" "sigma_16" "sigma_22"
#> [41] "sigma_23" "sigma_24" "sigma_25" "sigma_26" "sigma_33"
#> [46] "sigma_34" "sigma_35" "sigma_36" "sigma_44" "sigma_45"
#> [51] "sigma_46" "sigma_55" "sigma_56" "sigma_66"
#>