Predict across selected responses in a mediation model object. This is a lower-level version of the predict method that applies to objets of class mediation_model. Rather than giving predictions across all outcomes, it supports predictions across a subset specified as a vector. This can be convenient when we want to analyze how a specific subset of outcomes changes and do not need to run predictions across all possible.
Examples
exper <- demo_spline(tau = c(2, 1)) |>
mediation_data(starts_with("outcome"), "treatment", "mediator")
fit <- multimedia(exper) |>
estimate(exper)
predict_across(outcome_model(fit), NULL, "outcome_1")
#> 1 2 3 4 5
#> 1.841762e-01 1.885227e-01 -4.963005e-02 8.558759e-02 2.036801e-01
#> 6 7 8 9 10
#> 9.032617e-03 2.100722e-01 2.469675e-01 1.760542e-01 -2.572586e-02
#> 11 12 13 14 15
#> 9.141034e-02 1.653848e-01 9.767171e-03 1.978028e-01 4.789883e-02
#> 16 17 18 19 20
#> 2.316663e-01 -1.605101e-01 -1.103748e-02 -5.935853e-03 1.742496e-01
#> 21 22 23 24 25
#> 8.795787e-02 4.994424e-02 1.807595e-01 1.966343e-01 9.025102e-02
#> 26 27 28 29 30
#> -3.234381e-03 -3.494236e-02 1.829468e-01 1.063081e-01 -3.987264e-02
#> 31 32 33 34 35
#> -3.134319e-01 1.833279e-01 -1.664777e-01 9.993328e-02 -1.390531e-01
#> 36 37 38 39 40
#> 1.797381e-01 -3.033389e-02 -1.298135e-01 2.634770e-01 9.888936e-02
#> 41 42 43 44 45
#> -5.885147e-02 1.763189e-01 -1.104512e-02 2.998131e-02 3.382010e-01
#> 46 47 48 49 50
#> 1.106266e-01 -2.606188e-02 7.779038e-02 -2.542991e-03 2.686642e-02
#> 51 52 53 54 55
#> 6.521652e-02 2.022429e-01 -1.719388e-01 2.028181e-01 -5.119071e-02
#> 56 57 58 59 60
#> 1.048886e-01 2.230077e-01 1.885476e-01 2.202389e-01 3.211351e-01
#> 61 62 63 64 65
#> -3.106708e-02 7.305845e-03 -9.042618e-02 3.477654e-02 -2.273607e-02
#> 66 67 68 69 70
#> 1.894311e-01 6.012730e-02 6.359808e-02 2.059078e-01 -2.011569e-03
#> 71 72 73 74 75
#> 1.594776e-02 1.027509e-01 5.553884e-02 1.893917e-01 1.103169e-01
#> 76 77 78 79 80
#> 1.451298e-01 1.579242e-01 2.889932e-01 -2.620966e-02 -4.710841e-02
#> 81 82 83 84 85
#> -8.440801e-02 3.013553e-01 1.266274e-03 3.284800e-02 4.897096e-02
#> 86 87 88 89 90
#> 2.735277e-02 1.361376e-01 1.624152e-01 7.103127e-02 -6.619793e-02
#> 91 92 93 94 95
#> 4.423238e-02 -3.904465e-02 1.506764e-01 1.570991e-01 1.132531e-01
#> 96 97 98 99 100
#> -1.344300e-01 3.510082e-02 1.518068e-01 1.901347e-01 -3.878385e-02
#> 101 102 103 104 105
#> 4.274536e-02 -2.070468e-02 2.096262e-01 1.733110e-01 3.590534e-01
#> 106 107 108 109 110
#> 4.488486e-02 3.169678e-01 -3.389527e-02 1.671078e-01 4.017157e-01
#> 111 112 113 114 115
#> 1.964853e-01 1.776206e-01 1.464355e-01 9.994577e-02 6.093818e-02
#> 116 117 118 119 120
#> -9.271504e-02 -3.740746e-02 2.564007e-01 2.070755e-01 5.829183e-02
#> 121 122 123 124 125
#> 8.899817e-02 -2.706625e-02 -1.363268e-01 2.922459e-03 1.260841e-01
#> 126 127 128 129 130
#> 4.959515e-01 9.291928e-02 6.239751e-02 1.236378e-02 -1.515339e-01
#> 131 132 133 134 135
#> 2.886315e-02 3.182060e-01 7.441538e-02 1.524670e-01 1.461314e-01
#> 136 137 138 139 140
#> 2.562090e-01 5.413377e-03 2.312845e-01 -5.291966e-02 6.438614e-02
#> 141 142 143 144 145
#> 3.026009e-02 3.445106e-01 3.246225e-01 -6.832054e-02 1.953439e-01
#> 146 147 148 149 150
#> -1.573575e-01 3.498194e-02 -1.450162e-01 1.508609e-02 -1.148061e-01
#> 151 152 153 154 155
#> -3.593994e-01 7.083296e-03 1.825140e-01 1.365325e-01 -1.302099e-01
#> 156 157 158 159 160
#> 6.035572e-02 1.236482e-01 6.802045e-03 -2.070851e-01 -2.077851e-01
#> 161 162 163 164 165
#> -3.627627e-02 2.278389e-01 2.490847e-02 1.789018e-01 2.626697e-01
#> 166 167 168 169 170
#> 1.442524e-01 7.239033e-02 -8.496561e-02 -8.110788e-03 1.437611e-01
#> 171 172 173 174 175
#> -9.615581e-02 4.889560e-02 8.703720e-02 1.283280e-01 1.918439e-01
#> 176 177 178 179 180
#> 8.626083e-02 2.068219e-01 5.016433e-02 6.047508e-02 2.044820e-01
#> 181 182 183 184 185
#> 1.128051e-01 1.729912e-01 4.185139e-01 1.683209e-01 -4.730224e-02
#> 186 187 188 189 190
#> 2.947669e-01 4.537348e-02 7.177224e-02 1.154732e-01 2.563393e-02
#> 191 192 193 194 195
#> -4.900025e-02 2.691817e-01 1.910140e-01 3.364077e-02 2.069919e-01
#> 196 197 198 199 200
#> -3.194038e-02 6.189762e-03 2.426428e-01 -8.835465e-03 2.236204e-01
#> 201 202 203 204 205
#> 3.105465e-01 2.524334e-01 1.501668e-02 8.271959e-02 2.435798e-01
#> 206 207 208 209 210
#> -4.439294e-02 -1.074059e-01 3.841458e-02 -1.149613e-01 9.604999e-02
#> 211 212 213 214 215
#> 8.442194e-02 1.646881e-01 1.783527e-01 -8.728974e-02 6.707723e-02
#> 216 217 218 219 220
#> 1.781678e-01 1.203079e-01 1.202462e-01 -2.183860e-02 1.544671e-01
#> 221 222 223 224 225
#> -3.525849e-02 6.394148e-02 1.147454e-01 -6.288456e-02 1.971507e-01
#> 226 227 228 229 230
#> 1.078715e-01 3.104894e-02 1.212699e-01 -1.799935e-02 1.814138e-01
#> 231 232 233 234 235
#> 2.398785e-01 1.139560e-01 4.636528e-02 6.554706e-02 1.201019e-01
#> 236 237 238 239 240
#> 4.247723e-03 5.773185e-02 -3.227781e-02 -8.150046e-02 4.302735e-02
#> 241 242 243 244 245
#> 1.457527e-01 2.054040e-01 8.413501e-02 1.824283e-01 3.595879e-01
#> 246 247 248 249 250
#> 1.959809e-01 -1.538981e-01 3.739261e-01 1.170923e-01 1.933480e-01
#> 251 252 253 254 255
#> 3.846742e-01 6.749103e-02 9.831562e-02 -6.755249e-02 2.382349e-01
#> 256 257 258 259 260
#> 4.122045e-02 7.533123e-02 2.860130e-01 6.638704e-02 2.292648e-01
#> 261 262 263 264 265
#> 2.805594e-01 -8.344067e-02 -2.738364e-01 -1.068369e-01 1.579492e-01
#> 266 267 268 269 270
#> 1.802583e-01 2.641795e-01 7.165284e-02 9.308011e-02 1.542669e-01
#> 271 272 273 274 275
#> -8.052364e-02 -1.091650e-03 8.796980e-02 8.542615e-02 2.195026e-01
#> 276 277 278 279 280
#> 8.439430e-02 3.664316e-02 2.578030e-02 1.218147e-01 1.197843e-01
#> 281 282 283 284 285
#> 3.123470e-01 4.275800e-02 2.918396e-02 1.235300e-01 1.415226e-01
#> 286 287 288 289 290
#> 1.282801e-01 1.292277e-01 1.480099e-01 3.514680e-02 7.909172e-02
#> 291 292 293 294 295
#> 1.785539e-01 2.256326e-01 3.183428e-01 2.512032e-01 -3.895401e-02
#> 296 297 298 299 300
#> 1.156823e-01 3.221963e-02 2.388062e-01 6.892541e-02 2.829394e-01
#> 301 302 303 304 305
#> 5.171444e-02 1.508201e-01 1.830218e-01 1.637547e-01 7.956124e-02
#> 306 307 308 309 310
#> 9.508781e-02 3.587815e-01 -3.493713e-02 5.190861e-02 -1.616314e-01
#> 311 312 313 314 315
#> 2.339270e-01 1.528104e-01 2.708031e-02 4.980163e-02 2.434351e-01
#> 316 317 318 319 320
#> 1.040567e-01 -1.036265e-01 1.070843e-02 -6.016852e-02 4.450154e-02
#> 321 322 323 324 325
#> 1.235904e-01 -7.676371e-03 9.984453e-02 1.163625e-01 7.792146e-02
#> 326 327 328 329 330
#> 2.395707e-01 2.660160e-02 -1.970918e-02 1.203958e-01 -2.864029e-02
#> 331 332 333 334 335
#> 1.888018e-02 1.422708e-01 -1.796043e-02 1.454318e-01 1.268541e-01
#> 336 337 338 339 340
#> 2.486054e-02 -2.670649e-02 8.311409e-02 -6.563910e-02 1.227993e-02
#> 341 342 343 344 345
#> 8.311581e-02 1.237330e-01 1.553019e-01 9.847271e-02 6.975122e-02
#> 346 347 348 349 350
#> -3.244791e-02 1.724761e-02 4.313912e-01 1.223065e-01 9.920609e-02
#> 351 352 353 354 355
#> 5.623909e-02 7.505786e-02 -8.956230e-02 1.097816e-01 5.534299e-02
#> 356 357 358 359 360
#> -1.595176e-01 -1.781481e-01 1.285030e-02 1.258060e-02 3.540985e-01
#> 361 362 363 364 365
#> 4.904826e-02 7.287001e-02 -7.364472e-02 5.411711e-02 2.164283e-01
#> 366 367 368 369 370
#> 1.787265e-01 1.525716e-01 1.841868e-01 2.062105e-01 3.347856e-01
#> 371 372 373 374 375
#> 1.887278e-01 1.302454e-01 1.559493e-01 1.063736e-01 1.739394e-01
#> 376 377 378 379 380
#> 3.431711e-01 -1.140071e-01 3.103447e-02 -8.204137e-02 2.709860e-01
#> 381 382 383 384 385
#> 5.829163e-02 -5.519072e-03 1.388364e-01 2.581125e-01 -8.477771e-02
#> 386 387 388 389 390
#> 2.123874e-01 2.926023e-02 9.989227e-02 5.774869e-02 1.525004e-01
#> 391 392 393 394 395
#> 2.099173e-01 -1.863562e-02 1.414197e-01 1.985166e-01 2.189742e-01
#> 396 397 398 399 400
#> -5.816908e-02 2.456854e-01 4.444818e-02 -1.116032e-02 -5.855914e-02
#> 401 402 403 404 405
#> -3.205467e-03 2.861263e-01 9.158091e-02 1.103058e-01 8.284630e-02
#> 406 407 408 409 410
#> 3.605303e-02 5.329100e-02 -1.374075e-02 1.865930e-01 1.045656e-01
#> 411 412 413 414 415
#> -7.983387e-02 2.016941e-01 2.452094e-01 1.684434e-01 5.028087e-02
#> 416 417 418 419 420
#> -2.066423e-01 1.472961e-01 1.835617e-01 -2.246437e-01 -6.745217e-03
#> 421 422 423 424 425
#> 1.312367e-01 6.053275e-02 2.081240e-01 6.374308e-02 1.538287e-01
#> 426 427 428 429 430
#> 1.317495e-01 3.463499e-02 3.591128e-02 2.805022e-01 3.211836e-02
#> 431 432 433 434 435
#> -6.119688e-02 9.332760e-02 7.904631e-02 9.078964e-02 9.542229e-02
#> 436 437 438 439 440
#> 2.096216e-01 -1.644472e-01 1.148067e-01 9.126167e-03 5.842461e-02
#> 441 442 443 444 445
#> 7.207740e-02 4.073833e-02 1.157616e-01 1.861524e-01 2.268182e-01
#> 446 447 448 449 450
#> 4.884160e-02 1.218596e-01 3.256522e-01 1.875012e-01 9.857553e-03
#> 451 452 453 454 455
#> 1.322164e-01 1.603909e-01 -9.577321e-02 7.673591e-02 1.636791e-01
#> 456 457 458 459 460
#> 1.036370e-01 1.096235e-01 1.172618e-01 -7.675429e-02 -1.061090e-02
#> 461 462 463 464 465
#> 1.356571e-01 4.957052e-02 8.568178e-02 1.306114e-01 -2.015730e-02
#> 466 467 468 469 470
#> 1.022776e-01 1.381057e-01 1.998482e-01 2.531219e-01 2.302277e-01
#> 471 472 473 474 475
#> 9.685201e-02 2.719123e-01 -7.437282e-02 7.069216e-02 2.762845e-03
#> 476 477 478 479 480
#> 1.504919e-01 -4.446062e-02 1.897157e-02 3.275031e-02 -1.048260e-01
#> 481 482 483 484 485
#> 1.111016e-01 1.017221e-01 1.873616e-01 3.153461e-01 2.596624e-02
#> 486 487 488 489 490
#> 2.841749e-01 8.924077e-02 9.158290e-02 -1.289485e-01 5.560704e-02
#> 491 492 493 494 495
#> 1.858813e-01 2.074598e-01 -4.302958e-02 -2.067514e-02 1.421613e-01
#> 496 497 498 499 500
#> 1.145698e-01 1.775190e-01 6.777055e-02 9.811915e-02 1.137299e-01
#> 501 502 503 504 505
#> 9.685692e-02 -2.057595e-01 9.699959e-02 9.354493e-02 2.304152e-01
#> 506 507 508 509 510
#> 7.178801e-03 3.866962e-01 1.663001e-01 5.232620e-02 1.571717e-01
#> 511 512 513 514 515
#> 1.586205e-01 1.501999e-01 1.474581e-01 -2.341205e-03 1.380054e-01
#> 516 517 518 519 520
#> 2.807176e-01 -7.865859e-02 3.786317e-02 9.828745e-02 1.061581e-01
#> 521 522 523 524 525
#> -1.494853e-02 4.014067e-01 2.256793e-01 -9.049431e-02 1.723808e-01
#> 526 527 528 529 530
#> 1.403673e-01 1.578413e-01 2.102261e-01 1.394622e-01 2.744827e-01
#> 531 532 533 534 535
#> -5.804407e-02 -1.692723e-02 1.168423e-01 -7.221277e-02 -2.497607e-02
#> 536 537 538 539 540
#> 1.049759e-02 -7.793997e-02 1.053436e-01 2.789009e-01 2.095675e-01
#> 541 542 543 544 545
#> 2.227682e-01 -8.165436e-02 8.066071e-02 2.109485e-01 2.479307e-01
#> 546 547 548 549 550
#> -7.093512e-02 3.824875e-02 2.495886e-01 2.228373e-01 6.995255e-02
#> 551 552 553 554 555
#> 1.033081e-01 6.470124e-02 5.871892e-02 9.972003e-02 7.367277e-02
#> 556 557 558 559 560
#> 2.329270e-01 1.954604e-01 9.228447e-02 1.579561e-01 7.806436e-02
#> 561 562 563 564 565
#> -1.182311e-01 -2.682804e-02 -1.370014e-02 -1.149528e-01 1.155752e-01
#> 566 567 568 569 570
#> -3.256953e-01 2.042481e-02 3.842816e-02 1.806603e-02 7.716162e-02
#> 571 572 573 574 575
#> 1.387468e-01 -7.555420e-02 8.046348e-02 6.998218e-02 -1.399806e-02
#> 576 577 578 579 580
#> 2.038587e-02 1.911234e-01 -1.437309e-01 1.913502e-01 9.221273e-03
#> 581 582 583 584 585
#> -8.762062e-02 6.340716e-02 3.892725e-02 9.089409e-02 6.868511e-02
#> 586 587 588 589 590
#> 2.848657e-01 1.838327e-01 1.063717e-01 -1.723482e-01 2.934977e-02
#> 591 592 593 594 595
#> -7.345895e-02 -1.187604e-01 4.095855e-01 2.043556e-01 1.962565e-01
#> 596 597 598 599 600
#> -6.020102e-03 -1.355581e-01 -5.644096e-02 9.217037e-02 1.275697e-01
#> 601 602 603 604 605
#> -1.492141e-02 1.293231e-02 3.083508e-02 -2.999056e-02 3.522726e-02
#> 606 607 608 609 610
#> 2.864293e-01 -4.242570e-02 1.128431e-02 1.594305e-01 1.434036e-01
#> 611 612 613 614 615
#> 7.633241e-02 2.401904e-02 9.919248e-02 -2.904404e-02 -2.093986e-01
#> 616 617 618 619 620
#> 3.186797e-02 2.153852e-01 3.043909e-02 7.542204e-02 1.344199e-01
#> 621 622 623 624 625
#> 3.734030e-01 -3.263076e-02 9.937279e-02 1.968343e-01 -6.536879e-02
#> 626 627 628 629 630
#> 1.815856e-01 1.281987e-02 -3.133272e-02 3.463927e-02 1.108244e-01
#> 631 632 633 634 635
#> 2.745544e-01 6.137293e-02 2.437137e-01 -2.031465e-02 1.685460e-01
#> 636 637 638 639 640
#> -2.382103e-02 9.990457e-02 1.694652e-01 9.727133e-02 1.296453e-01
#> 641 642 643 644 645
#> -4.729825e-02 -1.041370e-01 1.755128e-02 -1.047020e-01 6.607832e-02
#> 646 647 648 649 650
#> 7.769661e-03 3.484670e-02 3.694848e-02 -6.077648e-02 1.166980e-01
#> 651 652 653 654 655
#> 6.383995e-02 1.102898e-03 -3.601699e-03 1.471634e-01 1.095195e-01
#> 656 657 658 659 660
#> 7.792114e-02 5.360028e-02 4.021079e-01 1.199879e-02 -3.066401e-02
#> 661 662 663 664 665
#> 3.967775e-02 6.712691e-02 1.293584e-01 -5.973818e-02 1.890938e-01
#> 666 667 668 669 670
#> 2.016580e-01 4.524636e-03 2.328304e-01 1.286938e-01 6.284310e-02
#> 671 672 673 674 675
#> 3.206612e-01 1.205587e-02 1.231600e-01 1.232458e-01 5.836709e-02
#> 676 677 678 679 680
#> 4.647327e-02 1.300344e-01 2.367660e-01 2.886704e-02 7.233658e-03
#> 681 682 683 684 685
#> 8.614521e-02 8.078226e-02 -5.713168e-02 1.927692e-02 -1.525598e-01
#> 686 687 688 689 690
#> 3.286181e-01 6.296446e-02 -9.418417e-02 1.518331e-02 1.632962e-02
#> 691 692 693 694 695
#> 1.135256e-01 -4.747940e-02 1.479960e-01 1.134691e-01 -2.285603e-01
#> 696 697 698 699 700
#> -2.761405e-02 5.212516e-02 8.661784e-02 1.008817e-01 7.569884e-02
#> 701 702 703 704 705
#> 2.025631e-01 -5.704269e-02 2.003729e-01 1.142293e-01 4.033673e-02
#> 706 707 708 709 710
#> 8.885462e-02 3.648893e-02 6.191619e-02 -7.018414e-02 -2.893728e-02
#> 711 712 713 714 715
#> 2.213424e-01 3.775815e-01 -2.058103e-01 -6.478817e-02 1.994232e-01
#> 716 717 718 719 720
#> 2.629077e-01 2.872655e-02 1.109100e-01 -4.486193e-02 9.830398e-02
#> 721 722 723 724 725
#> 1.111114e-02 1.472913e-01 -6.585474e-02 1.754355e-01 1.322367e-01
#> 726 727 728 729 730
#> 3.031396e-01 1.061767e-01 1.087628e-01 1.357177e-01 2.171084e-01
#> 731 732 733 734 735
#> 3.309621e-01 3.146133e-02 1.607261e-01 5.476460e-03 3.962220e-02
#> 736 737 738 739 740
#> 1.103685e-01 1.711882e-01 2.199967e-01 2.158048e-01 3.653635e-01
#> 741 742 743 744 745
#> 1.233900e-01 -1.468259e-01 1.643345e-01 2.754751e-01 5.097662e-02
#> 746 747 748 749 750
#> 8.011444e-02 4.321690e-02 2.656783e-01 7.454645e-02 1.167790e-01
#> 751 752 753 754 755
#> 9.803072e-02 2.010507e-01 2.015557e-01 -1.553930e-02 2.588898e-01
#> 756 757 758 759 760
#> 1.296499e-01 -5.567021e-02 7.053852e-02 5.083500e-02 1.390788e-01
#> 761 762 763 764 765
#> -1.798297e-01 1.676633e-01 1.338837e-01 7.782627e-02 1.283591e-01
#> 766 767 768 769 770
#> -1.432384e-02 -3.189465e-03 1.208705e-01 7.842761e-02 1.649027e-02
#> 771 772 773 774 775
#> 8.838910e-02 1.419690e-01 4.861968e-02 6.233185e-03 5.552304e-02
#> 776 777 778 779 780
#> 5.539225e-02 8.467129e-02 1.080167e-01 6.843458e-02 6.268175e-02
#> 781 782 783 784 785
#> 2.136965e-01 1.621440e-01 1.590001e-01 1.589701e-01 2.659140e-01
#> 786 787 788 789 790
#> 3.299447e-02 -6.462127e-02 9.399406e-02 -8.556724e-02 1.037305e-01
#> 791 792 793 794 795
#> -1.891966e-02 -8.183849e-03 1.415658e-01 1.291326e-01 1.929330e-01
#> 796 797 798 799 800
#> 1.146843e-01 1.143918e-01 9.130098e-03 1.609370e-01 2.301165e-04
#> 801 802 803 804 805
#> 8.402058e-03 -2.800679e-01 -2.567422e-02 1.540176e-01 2.184788e-01
#> 806 807 808 809 810
#> 4.614039e-02 8.659403e-02 1.265961e-01 4.376822e-02 1.547799e-01
#> 811 812 813 814 815
#> 6.005382e-02 9.765563e-02 9.609823e-02 1.241759e-01 1.313208e-01
#> 816 817 818 819 820
#> 1.511068e-01 1.806725e-03 4.849033e-02 -1.344816e-01 1.235177e-01
#> 821 822 823 824 825
#> 1.023706e-01 1.095625e-01 -2.277720e-02 -1.135973e-01 1.508865e-01
#> 826 827 828 829 830
#> -1.155443e-02 1.061518e-02 2.755380e-01 -3.865344e-02 3.398544e-01
#> 831 832 833 834 835
#> 9.434889e-02 4.209176e-02 2.538512e-02 1.524964e-02 -3.409827e-02
#> 836 837 838 839 840
#> -1.511732e-05 2.744809e-01 8.016570e-02 -1.540586e-01 -5.593389e-02
#> 841 842 843 844 845
#> 2.220183e-01 2.061546e-01 3.659990e-01 1.787634e-01 1.398052e-01
#> 846 847 848 849 850
#> 7.442817e-02 6.293649e-02 1.263131e-03 2.702776e-01 2.302247e-01
#> 851 852 853 854 855
#> 2.646986e-01 2.610367e-02 -3.604577e-02 1.621949e-01 2.866693e-02
#> 856 857 858 859 860
#> 5.178823e-02 5.126216e-02 -7.323481e-02 2.255163e-01 1.413145e-01
#> 861 862 863 864 865
#> 1.884270e-01 2.565725e-01 2.736187e-01 -6.607191e-02 5.426255e-02
#> 866 867 868 869 870
#> 2.165086e-01 6.428914e-02 -9.786691e-02 2.424497e-01 -1.164997e-03
#> 871 872 873 874 875
#> 3.791569e-03 1.128340e-01 7.775664e-02 9.008745e-02 -7.040271e-02
#> 876 877 878 879 880
#> -1.578576e-02 -2.252785e-01 8.886299e-02 1.849982e-01 -1.527044e-01
#> 881 882 883 884 885
#> -1.030602e-01 1.062460e-01 9.373442e-02 8.284349e-02 2.240954e-01
#> 886 887 888 889 890
#> 2.679328e-01 3.489134e-02 4.148392e-03 1.296487e-01 5.817819e-03
#> 891 892 893 894 895
#> -1.712293e-01 1.700441e-01 -1.069063e-02 -1.378941e-01 -1.269675e-02
#> 896 897 898 899 900
#> -1.796096e-01 1.079545e-01 -7.678457e-02 8.740106e-02 1.936251e-01
#> 901 902 903 904 905
#> 6.018688e-02 1.328294e-01 1.795214e-01 -8.567066e-02 2.553387e-01
#> 906 907 908 909 910
#> -2.070991e-02 -1.164552e-01 3.495821e-02 9.034069e-02 1.786597e-01
#> 911 912 913 914 915
#> 1.631535e-01 1.801263e-02 1.308785e-01 8.689111e-02 1.512608e-01
#> 916 917 918 919 920
#> 1.330404e-01 1.823991e-01 3.714725e-02 4.755894e-02 1.411468e-01
#> 921 922 923 924 925
#> 9.065279e-02 5.826927e-02 9.609747e-02 2.941980e-01 4.551333e-02
#> 926 927 928 929 930
#> -1.335642e-01 -2.548133e-02 1.580255e-01 1.055023e-01 1.273195e-01
#> 931 932 933 934 935
#> -5.414477e-02 1.448031e-01 -1.037455e-01 1.823102e-01 -3.929585e-02
#> 936 937 938 939 940
#> 1.338627e-01 1.115890e-01 1.408992e-01 1.762871e-01 1.243171e-01
#> 941 942 943 944 945
#> -3.907269e-02 5.268325e-02 6.533863e-03 -9.102546e-02 -1.177561e-01
#> 946 947 948 949 950
#> 1.675897e-01 3.128768e-02 -7.139044e-03 3.009422e-02 2.994331e-02
#> 951 952 953 954 955
#> 1.967180e-02 2.957744e-01 1.163272e-01 5.078446e-02 2.565313e-01
#> 956 957 958 959 960
#> -6.228050e-02 -1.293139e-01 1.204198e-02 8.228836e-02 2.441190e-02
#> 961 962 963 964 965
#> -3.487944e-02 3.401958e-02 4.471221e-02 7.036895e-02 5.054770e-02
#> 966 967 968 969 970
#> 1.080340e-01 -1.287226e-02 -6.454062e-02 -1.308835e-01 4.317277e-02
#> 971 972 973 974 975
#> 8.604225e-02 1.014422e-01 1.354565e-01 5.632647e-02 7.725137e-02
#> 976 977 978 979 980
#> 1.298413e-01 -7.981891e-02 1.872786e-03 9.419637e-02 7.146199e-02
#> 981 982 983 984 985
#> 1.527842e-01 -4.082285e-02 1.912605e-01 -2.734850e-02 -1.257626e-01
#> 986 987 988 989 990
#> -1.510917e-01 2.199361e-01 9.227735e-02 1.114886e-01 -3.709081e-02
#> 991 992 993 994 995
#> 2.146882e-01 1.977247e-01 -7.450602e-02 -2.246665e-02 9.990596e-02
#> 996 997 998 999 1000
#> 1.311922e-01 3.098016e-01 1.119332e-01 1.167607e-01 -8.176753e-02
#> 1001 1002 1003 1004 1005
#> 1.061120e-01 2.242716e-01 8.594420e-02 3.288375e-01 3.594108e-02
#> 1006 1007 1008 1009 1010
#> -5.253823e-02 2.125810e-01 1.546329e-02 -8.061179e-02 -1.620418e-01
#> 1011 1012 1013 1014 1015
#> -6.049435e-03 1.775263e-01 3.319487e-02 1.030900e-01 4.364534e-02
#> 1016 1017 1018 1019 1020
#> 1.998924e-01 2.275790e-01 2.069050e-01 -1.239028e-02 1.198342e-01
#> 1021 1022 1023 1024 1025
#> -6.200115e-02 -3.521331e-03 -3.507476e-02 1.394972e-01 3.202902e-01
#> 1026 1027 1028 1029 1030
#> 2.614912e-01 1.763951e-01 7.084337e-02 -2.642474e-02 -4.223386e-02
#> 1031 1032 1033 1034 1035
#> 1.492610e-01 -1.313426e-01 1.554503e-01 1.146675e-01 -9.754721e-02
#> 1036 1037 1038 1039 1040
#> 3.490356e-01 1.740307e-01 6.985589e-02 2.696107e-01 -8.128811e-02
#> 1041 1042 1043 1044 1045
#> 1.545514e-01 -7.738822e-03 1.802961e-01 -5.755750e-02 5.678943e-02
#> 1046 1047 1048 1049 1050
#> -1.785759e-02 5.774435e-02 1.677944e-01 1.598180e-01 4.978585e-02
#> 1051 1052 1053 1054 1055
#> 3.091040e-01 8.781044e-02 -1.430378e-01 1.971311e-01 -1.561596e-02
#> 1056 1057 1058 1059 1060
#> -6.957318e-03 1.658945e-01 2.591766e-01 8.883941e-02 1.277736e-01
#> 1061 1062 1063 1064 1065
#> 3.217843e-01 4.326383e-02 1.436706e-01 2.209160e-01 3.709113e-01
#> 1066 1067 1068 1069 1070
#> 3.569056e-02 7.346772e-02 9.087142e-02 -9.435767e-03 9.462283e-02
#> 1071 1072 1073 1074 1075
#> 1.494535e-01 -5.181936e-02 6.924068e-02 1.555579e-01 2.128732e-01
#> 1076 1077 1078 1079 1080
#> -4.943658e-03 1.464099e-02 6.600716e-02 8.355024e-02 7.303495e-02
#> 1081 1082 1083 1084 1085
#> 1.629421e-01 2.355207e-01 -4.677180e-02 1.468156e-01 -7.249634e-02
#> 1086 1087 1088 1089 1090
#> -1.243544e-01 1.974861e-01 2.255702e-01 3.075224e-02 1.456401e-02
#> 1091 1092 1093 1094 1095
#> 1.856639e-01 5.938887e-02 8.840610e-02 9.625002e-02 1.693322e-01
#> 1096 1097 1098 1099 1100
#> 2.051591e-01 1.164925e-01 2.997020e-02 1.507421e-01 -3.614750e-02
#> 1101 1102 1103 1104 1105
#> 1.993120e-02 6.605800e-02 1.035174e-01 -4.457710e-02 1.315998e-01
#> 1106 1107 1108 1109 1110
#> -1.703731e-01 1.012664e-01 -1.592516e-02 1.623558e-01 4.675956e-02
#> 1111 1112 1113 1114 1115
#> 8.780845e-02 -7.436214e-02 2.545379e-01 -4.066162e-03 1.779106e-01
#> 1116 1117 1118 1119 1120
#> -3.311369e-02 1.767410e-01 2.208447e-01 6.121467e-02 -1.351583e-01
#> 1121 1122 1123 1124 1125
#> 3.581401e-03 1.363459e-01 -2.380502e-02 1.781191e-01 -6.120766e-02
#> 1126 1127 1128 1129 1130
#> 4.872373e-02 3.077490e-02 1.408486e-01 2.900108e-01 -1.305613e-01
#> 1131 1132 1133 1134 1135
#> 1.558739e-01 2.235169e-01 2.541600e-01 -7.846803e-02 -4.625701e-04
#> 1136 1137 1138 1139 1140
#> -3.222758e-02 -1.087373e-01 -1.239300e-02 -3.542880e-02 3.025142e-01
#> 1141 1142 1143 1144 1145
#> -2.146180e-02 4.565970e-02 2.026666e-01 2.634282e-01 8.589284e-02
#> 1146 1147 1148 1149 1150
#> 8.317468e-02 6.653965e-02 7.476265e-02 2.172247e-01 5.888937e-02
#> 1151 1152 1153 1154 1155
#> 1.886884e-01 2.443307e-01 -2.326437e-01 1.080632e-01 2.941772e-02
#> 1156 1157 1158 1159 1160
#> 6.548194e-02 2.164385e-02 2.125537e-01 4.337028e-02 1.230653e-01
#> 1161 1162 1163 1164 1165
#> -2.141166e-01 1.438161e-01 6.152000e-02 6.282388e-02 2.001608e-01
#> 1166 1167 1168 1169 1170
#> 2.460542e-01 1.836641e-01 5.926476e-02 8.201488e-02 9.088268e-02
#> 1171 1172 1173 1174 1175
#> 2.463163e-01 4.564458e-02 2.015314e-01 3.633787e-03 4.935117e-02
#> 1176 1177 1178 1179 1180
#> 5.783690e-02 5.531424e-02 -5.245437e-02 1.237267e-01 4.261411e-02
#> 1181 1182 1183 1184 1185
#> 2.108094e-01 -3.238556e-02 -1.788048e-01 4.567739e-02 6.194368e-02
#> 1186 1187 1188 1189 1190
#> 3.845437e-02 -9.971048e-02 2.353941e-01 1.154692e-01 -1.209979e-01
#> 1191 1192 1193 1194 1195
#> 1.097813e-01 9.818629e-02 7.243058e-02 2.243555e-01 1.701897e-01
#> 1196 1197 1198 1199 1200
#> -1.055636e-01 -3.540244e-03 -1.117228e-01 -1.741977e-01 -1.601929e-02
#> 1201 1202 1203 1204 1205
#> -2.120267e-01 1.189857e-01 -8.178744e-02 4.690410e-02 9.210029e-02
#> 1206 1207 1208 1209 1210
#> -1.230000e-01 3.948596e-02 -2.790943e-02 1.381574e-01 6.487679e-02
#> 1211 1212 1213 1214 1215
#> -2.961671e-02 -3.021811e-03 4.506487e-02 3.761391e-01 1.073354e-01
#> 1216 1217 1218 1219 1220
#> 6.913164e-02 3.075296e-01 6.904503e-02 9.292045e-02 3.160040e-02
#> 1221 1222 1223 1224 1225
#> -8.748182e-02 7.421903e-02 7.281093e-02 -1.919280e-01 -2.310814e-02
#> 1226 1227 1228 1229 1230
#> 1.735437e-01 2.243303e-01 5.664085e-02 6.929768e-03 1.852128e-01
#> 1231 1232 1233 1234 1235
#> 3.161069e-02 1.446247e-01 3.804691e-01 1.425971e-01 1.395427e-01
#> 1236 1237 1238 1239 1240
#> -7.753333e-02 1.483946e-01 -1.921374e-01 -3.652754e-03 -6.975988e-02
#> 1241 1242 1243 1244 1245
#> 2.602385e-01 2.404563e-01 8.221723e-02 9.520568e-02 1.334957e-01
#> 1246 1247 1248 1249 1250
#> -9.251615e-02 -2.637985e-02 1.352927e-01 7.999376e-02 1.459144e-01
#> 1251 1252 1253 1254 1255
#> 3.974503e-02 6.319486e-02 -2.746118e-02 2.190407e-01 2.436136e-01
#> 1256 1257 1258 1259 1260
#> 4.331397e-02 -5.501251e-02 1.501831e-01 -7.399106e-02 1.111415e-02
#> 1261 1262 1263 1264 1265
#> 4.136742e-02 3.191517e-02 1.326983e-01 -3.867359e-02 -5.368490e-02
#> 1266 1267 1268 1269 1270
#> 1.411373e-01 3.005617e-01 4.033445e-02 1.668231e-01 5.588719e-02
#> 1271 1272 1273 1274 1275
#> 1.283133e-01 2.079023e-01 1.213264e-01 2.541547e-01 7.135613e-02
#> 1276 1277 1278 1279 1280
#> 9.269564e-02 2.361987e-01 3.609883e-01 2.823813e-02 8.621014e-02
#> 1281 1282 1283 1284 1285
#> 1.399667e-01 -5.952492e-02 -7.322788e-03 6.302467e-02 1.062312e-02
#> 1286 1287 1288 1289 1290
#> 3.416253e-02 2.785396e-02 1.559749e-01 2.039652e-01 2.273110e-01
#> 1291 1292 1293 1294 1295
#> -3.641929e-02 -1.972326e-02 2.642340e-01 4.493161e-04 -4.063039e-02
#> 1296 1297 1298 1299 1300
#> -2.221632e-02 1.819895e-01 -2.281353e-02 4.426758e-02 1.888185e-01
#> 1301 1302 1303 1304 1305
#> -1.380904e-01 -1.227156e-01 -5.682669e-02 -2.211656e-02 -1.656601e-01
#> 1306 1307 1308 1309 1310
#> 2.162369e-01 -9.747610e-02 -8.264488e-02 1.019365e-01 2.600359e-02
#> 1311 1312 1313 1314 1315
#> 1.277505e-02 7.054787e-02 -9.043357e-02 -4.662499e-02 1.077893e-01
#> 1316 1317 1318 1319 1320
#> -4.348930e-02 1.672640e-01 2.540798e-01 4.033187e-02 1.261806e-01
#> 1321 1322 1323 1324 1325
#> 9.174971e-02 5.568196e-02 -1.470729e-02 1.072009e-01 1.072741e-01
#> 1326 1327 1328 1329 1330
#> -4.879661e-02 -1.513684e-01 -1.285727e-02 -1.599481e-01 2.960457e-01
#> 1331 1332 1333 1334 1335
#> 2.206611e-01 -8.318026e-02 9.859901e-03 3.274415e-02 3.019732e-01
#> 1336 1337 1338 1339 1340
#> -4.041224e-03 2.850770e-02 9.996267e-02 -7.741067e-02 2.622334e-01
#> 1341 1342 1343 1344 1345
#> -1.033408e-02 -7.235369e-02 3.670811e-02 2.062952e-01 -2.034043e-02
#> 1346 1347 1348 1349 1350
#> 6.281334e-02 -1.560143e-01 -1.950624e-01 1.966606e-01 -1.133270e-01
#> 1351 1352 1353 1354 1355
#> 2.729070e-01 2.001448e-01 8.550584e-02 3.338266e-02 1.659913e-02
#> 1356 1357 1358 1359 1360
#> 1.074295e-01 1.891569e-01 2.138804e-01 2.263268e-05 -6.744160e-02
#> 1361 1362 1363 1364 1365
#> 1.987238e-03 3.158485e-02 4.719290e-02 3.371688e-02 2.848865e-01
#> 1366 1367 1368 1369 1370
#> 6.181448e-02 1.559985e-01 1.645175e-01 -8.854910e-03 8.246875e-03
#> 1371 1372 1373 1374 1375
#> -3.896392e-02 2.006734e-01 -6.764004e-02 -4.706698e-02 -1.427229e-02
#> 1376 1377 1378 1379 1380
#> 1.212850e-01 1.169858e-01 -7.257954e-02 2.193392e-01 2.111828e-01
#> 1381 1382 1383 1384 1385
#> 4.310862e-02 2.699741e-02 1.156374e-02 1.823682e-01 1.919921e-01
#> 1386 1387 1388 1389 1390
#> -6.179582e-02 -7.188472e-02 -6.408809e-02 1.196194e-01 8.455884e-02
#> 1391 1392 1393 1394 1395
#> 1.461656e-01 1.348098e-01 5.067288e-02 1.189356e-01 1.330142e-01
#> 1396 1397 1398 1399 1400
#> 2.176395e-01 -6.216700e-02 9.635668e-02 2.450937e-02 1.860777e-01
#> 1401 1402 1403 1404 1405
#> 5.887317e-02 8.619510e-02 1.248572e-01 3.002610e-01 2.636251e-01
#> 1406 1407 1408 1409 1410
#> 9.064506e-02 -4.223652e-02 9.233842e-02 6.650325e-02 1.895273e-01
#> 1411 1412 1413 1414 1415
#> 1.719865e-01 3.402268e-02 2.906672e-02 1.537610e-01 7.635829e-02
#> 1416 1417 1418 1419 1420
#> 1.070126e-01 6.420721e-02 1.498171e-01 1.530635e-01 -1.025308e-02
#> 1421 1422 1423 1424 1425
#> 1.089411e-01 5.856092e-02 1.706445e-01 1.088040e-01 2.978186e-01
#> 1426 1427 1428 1429 1430
#> 1.304161e-01 -1.216896e-01 -7.799637e-02 1.320799e-01 1.981008e-01
#> 1431 1432 1433 1434 1435
#> -1.344759e-01 -1.686937e-02 2.598222e-02 9.587004e-02 -3.480839e-02
#> 1436 1437 1438 1439 1440
#> 1.361157e-01 6.899537e-02 3.200791e-01 1.710202e-01 2.030017e-01
#> 1441 1442 1443 1444 1445
#> 1.900453e-02 1.442360e-01 1.348899e-01 1.214080e-01 9.638515e-02
#> 1446 1447 1448 1449 1450
#> -2.049147e-01 -1.039927e-01 -1.535282e-01 -3.303403e-02 -2.082096e-01
#> 1451 1452 1453 1454 1455
#> 2.027620e-01 4.608432e-02 -1.564393e-02 2.498492e-01 3.425270e-03
#> 1456 1457 1458 1459 1460
#> -3.089521e-02 -1.219684e-01 2.792282e-01 -1.144664e-02 1.062207e-02
#> 1461 1462 1463 1464 1465
#> -1.989337e-01 1.366735e-01 -9.630365e-02 5.481879e-02 9.777262e-02
#> 1466 1467 1468 1469 1470
#> -7.049036e-02 3.824039e-02 7.280214e-02 1.686377e-01 -2.774491e-02
#> 1471 1472 1473 1474 1475
#> -5.532870e-02 1.421405e-01 -7.476038e-02 3.051802e-02 -5.344304e-03
#> 1476 1477 1478 1479 1480
#> 1.089456e-01 9.450193e-02 3.348398e-01 6.609130e-02 1.108132e-01
#> 1481 1482 1483 1484 1485
#> -5.818399e-02 3.585853e-03 1.412440e-02 4.239331e-01 1.340980e-01
#> 1486 1487 1488 1489 1490
#> 5.826053e-02 -8.931364e-03 4.200077e-02 8.706969e-02 -1.389804e-02
#> 1491 1492 1493 1494 1495
#> -6.692999e-02 2.712492e-02 8.163523e-02 7.700230e-04 1.204983e-02
#> 1496 1497 1498 1499 1500
#> -2.203770e-01 2.987883e-02 3.433765e-01 2.370676e-01 -3.584953e-02
#> 1501 1502 1503 1504 1505
#> -2.531681e-02 -7.392040e-02 2.176631e-01 2.329692e-02 3.997038e-02
#> 1506 1507 1508 1509 1510
#> 2.667969e-03 3.059503e-01 1.189685e-01 1.794275e-01 1.357925e-02
#> 1511 1512 1513 1514 1515
#> 3.052818e-02 1.587232e-02 1.952687e-01 -2.286230e-02 7.646951e-02
#> 1516 1517 1518 1519 1520
#> -2.930752e-02 1.767419e-01 1.910678e-02 8.076479e-02 2.021852e-01
#> 1521 1522 1523 1524 1525
#> 6.741211e-02 8.248881e-02 -1.003872e-04 9.608067e-02 2.280301e-01
#> 1526 1527 1528 1529 1530
#> 1.881527e-02 1.254261e-01 6.428748e-02 3.517740e-02 1.019827e-01
#> 1531 1532 1533 1534 1535
#> 1.674682e-01 1.295304e-01 1.053440e-01 5.989798e-02 1.064442e-01
#> 1536 1537 1538 1539 1540
#> -1.011184e-01 2.327503e-02 2.624762e-01 3.027107e-02 8.577258e-02
#> 1541 1542 1543 1544 1545
#> 2.115598e-01 2.513950e-02 -1.445309e-02 4.035565e-02 2.350672e-01
#> 1546 1547 1548 1549 1550
#> 1.891603e-01 6.964589e-02 1.022658e-01 2.605020e-01 1.575218e-01
#> 1551 1552 1553 1554 1555
#> 1.192258e-01 1.451890e-01 2.137639e-01 2.388535e-01 1.966770e-01
#> 1556 1557 1558 1559 1560
#> 1.377232e-01 3.143295e-01 -3.420394e-03 -9.608298e-02 -3.994105e-02
#> 1561 1562 1563 1564 1565
#> 1.254809e-01 1.581916e-01 3.366873e-01 1.089205e-01 -1.629989e-02
#> 1566 1567 1568 1569 1570
#> 1.796301e-01 1.632992e-02 2.938669e-02 1.537800e-02 -7.971485e-02
#> 1571 1572 1573 1574 1575
#> 1.194768e-01 1.512383e-01 4.361858e-01 4.078843e-02 1.559836e-01
#> 1576 1577 1578 1579 1580
#> -1.160998e-01 -8.629629e-02 1.029705e-01 1.988001e-01 3.037760e-01
#> 1581 1582 1583 1584 1585
#> 2.167619e-01 2.610735e-01 5.865946e-02 3.778558e-02 -7.121510e-03
#> 1586 1587 1588 1589 1590
#> 4.847124e-02 -1.113247e-01 -7.923979e-02 5.339060e-02 -1.244896e-03
#> 1591 1592 1593 1594 1595
#> 3.405082e-01 1.405071e-01 2.009045e-01 -9.820732e-03 8.159867e-02
#> 1596 1597 1598 1599 1600
#> 7.003072e-02 1.995342e-01 -1.872284e-02 4.675068e-02 1.632110e-01
#> 1601 1602 1603 1604 1605
#> -5.937459e-02 6.211498e-02 3.051495e-01 1.878412e-01 3.004550e-01
#> 1606 1607 1608 1609 1610
#> 1.611214e-01 -1.053357e-01 4.439372e-02 1.277297e-01 -7.736760e-02
#> 1611 1612 1613 1614 1615
#> -2.607890e-02 1.041192e-01 1.963017e-01 6.897472e-02 1.198971e-01
#> 1616 1617 1618 1619 1620
#> 7.100801e-02 5.073338e-02 1.272691e-01 1.295654e-01 3.110205e-01
#> 1621 1622 1623 1624 1625
#> -8.119565e-02 -3.049627e-02 -1.609457e-02 1.059346e-01 1.374363e-01
#> 1626 1627 1628 1629 1630
#> 3.205776e-02 7.347821e-02 1.008765e-01 1.693960e-01 1.328795e-01
#> 1631 1632 1633 1634 1635
#> -1.533951e-01 1.624938e-01 2.516484e-01 9.352566e-03 -1.501897e-01
#> 1636 1637 1638 1639 1640
#> 3.657922e-02 1.281701e-01 1.660573e-01 3.584949e-01 1.498063e-01
#> 1641 1642 1643 1644 1645
#> 4.401932e-02 1.269996e-01 1.524215e-02 9.117502e-02 -6.164548e-03
#> 1646 1647 1648 1649 1650
#> 1.539846e-01 9.605258e-02 -2.213129e-02 -2.058704e-02 1.306597e-04
#> 1651 1652 1653 1654 1655
#> 9.388478e-02 1.068245e-01 1.464131e-01 2.267263e-01 1.167179e-01
#> 1656 1657 1658 1659 1660
#> 3.049036e-01 1.162600e-01 1.339174e-01 9.010502e-02 2.392870e-02
#> 1661 1662 1663 1664 1665
#> 8.294497e-02 5.701351e-02 9.063875e-02 -5.101332e-02 2.929174e-01
#> 1666 1667 1668 1669 1670
#> 9.795213e-02 2.960701e-02 2.813839e-01 2.309868e-01 -7.466623e-02
#> 1671 1672 1673 1674 1675
#> 2.533853e-01 1.207483e-01 -3.390129e-02 -2.384759e-01 1.168046e-01
#> 1676 1677 1678 1679 1680
#> 1.537337e-01 3.099985e-01 1.670258e-01 -1.977834e-01 4.441609e-02
#> 1681 1682 1683 1684 1685
#> -5.789399e-02 1.438993e-01 7.484200e-02 1.533824e-01 1.937108e-01
#> 1686 1687 1688 1689 1690
#> 9.916507e-02 5.775028e-02 -8.311440e-02 -2.377284e-01 -1.631155e-01
#> 1691 1692 1693 1694 1695
#> 1.606485e-01 1.828105e-01 -2.719145e-02 -4.805855e-02 1.480825e-01
#> 1696 1697 1698 1699 1700
#> 3.981008e-02 -2.769676e-02 1.111701e-01 1.906152e-01 2.682987e-01
#> 1701 1702 1703 1704 1705
#> 8.278713e-02 7.262240e-02 1.718115e-01 -7.071101e-04 5.519157e-02
#> 1706 1707 1708 1709 1710
#> 5.862919e-02 9.674546e-02 -7.697366e-02 1.060371e-01 -1.394763e-01
#> 1711 1712 1713 1714 1715
#> 1.695940e-02 5.584623e-02 -1.503643e-01 3.323138e-01 -1.952300e-03
#> 1716 1717 1718 1719 1720
#> -1.561722e-02 1.132891e-01 5.576728e-02 6.188619e-02 -7.065536e-02
#> 1721 1722 1723 1724 1725
#> -6.059283e-02 2.264318e-01 1.116209e-01 2.351992e-01 5.475127e-01
#> 1726 1727 1728 1729 1730
#> 2.259528e-02 1.234666e-02 1.855722e-01 2.709530e-01 -5.752001e-02
#> 1731 1732 1733 1734 1735
#> 1.527884e-01 6.482959e-02 3.513005e-01 1.385832e-01 8.540692e-02
#> 1736 1737 1738 1739 1740
#> 7.904616e-02 7.497717e-02 1.916424e-01 1.408099e-01 1.741065e-01
#> 1741 1742 1743 1744 1745
#> 6.153249e-03 -6.578599e-02 9.139277e-02 -1.064149e-01 8.441196e-02
#> 1746 1747 1748 1749 1750
#> 7.327582e-02 1.220853e-01 -5.032426e-02 1.467564e-01 -4.388524e-02
#> 1751 1752 1753 1754 1755
#> 5.000251e-02 2.351932e-01 1.527222e-01 5.273632e-02 -5.429460e-02
#> 1756 1757 1758 1759 1760
#> 5.887963e-02 8.543792e-02 2.898907e-01 2.946958e-01 -1.143776e-01
#> 1761 1762 1763 1764 1765
#> -2.936658e-02 7.750675e-02 7.141725e-02 1.608822e-01 1.168875e-01
#> 1766 1767 1768 1769 1770
#> 1.829492e-01 1.313588e-01 -3.926454e-02 -1.566204e-01 -2.609243e-02
#> 1771 1772 1773 1774 1775
#> 5.740439e-02 -8.086649e-02 -2.185350e-02 8.346731e-02 4.414388e-02
#> 1776 1777 1778 1779 1780
#> 2.112617e-01 1.215924e-01 1.577575e-01 1.339883e-01 -7.370180e-03
#> 1781 1782 1783 1784 1785
#> -6.980019e-02 6.356051e-02 2.976213e-01 2.042034e-01 -8.801998e-02
#> 1786 1787 1788 1789 1790
#> -9.430305e-03 2.141854e-01 2.158607e-01 7.823973e-02 1.797236e-01
#> 1791 1792 1793 1794 1795
#> -3.868327e-02 1.893548e-01 -7.747331e-02 -4.695788e-02 2.945022e-01
#> 1796 1797 1798 1799 1800
#> 1.750455e-01 3.690727e-01 -2.516362e-02 6.817670e-02 4.202606e-02
#> 1801 1802 1803 1804 1805
#> -5.834483e-02 8.876982e-02 2.301558e-01 1.812298e-01 -3.321532e-02
#> 1806 1807 1808 1809 1810
#> 9.948500e-02 -1.243832e-01 2.325576e-01 2.207582e-01 -7.143968e-02
#> 1811 1812 1813 1814 1815
#> -5.806695e-02 7.506338e-02 2.286435e-01 1.195432e-01 7.861758e-02
#> 1816 1817 1818 1819 1820
#> 4.460076e-02 -7.999259e-02 2.115266e-02 -2.098481e-02 6.263442e-02
#> 1821 1822 1823 1824 1825
#> -1.313807e-01 5.976884e-02 8.763826e-02 1.662942e-01 1.046543e-01
#> 1826 1827 1828 1829 1830
#> -1.079049e-01 2.288448e-01 -1.637496e-01 1.373032e-01 3.767392e-01
#> 1831 1832 1833 1834 1835
#> 2.772988e-01 1.465172e-01 6.300434e-02 -9.869748e-05 -1.207192e-01
#> 1836 1837 1838 1839 1840
#> 7.122382e-03 1.775930e-01 2.218202e-02 3.097042e-02 2.974119e-01
#> 1841 1842 1843 1844 1845
#> 6.451573e-02 -5.728268e-03 1.266708e-01 5.020113e-02 1.889260e-01
#> 1846 1847 1848 1849 1850
#> 2.924491e-01 1.364911e-01 7.611920e-02 8.966268e-03 -1.017146e-01
#> 1851 1852 1853 1854 1855
#> 5.796589e-02 2.362811e-01 1.904705e-01 -5.950961e-02 1.701778e-01
#> 1856 1857 1858 1859 1860
#> -5.587817e-02 4.672607e-02 1.941569e-02 2.825132e-01 9.133643e-03
#> 1861 1862 1863 1864 1865
#> 3.318115e-01 2.049602e-02 1.794433e-01 4.099249e-02 1.480353e-01
#> 1866 1867 1868 1869 1870
#> 8.199379e-02 2.994710e-01 -7.102837e-02 -1.609656e-01 3.310528e-02
#> 1871 1872 1873 1874 1875
#> 1.263552e-01 -2.188027e-01 1.136631e-01 1.631890e-01 -1.167651e-01
#> 1876 1877 1878 1879 1880
#> 1.399773e-01 2.725738e-01 -2.342258e-02 2.127549e-01 6.108217e-02
#> 1881 1882 1883 1884 1885
#> 2.895996e-01 5.327046e-02 2.358509e-01 1.427563e-01 -6.183461e-02
#> 1886 1887 1888 1889 1890
#> 1.704346e-01 1.168307e-01 -2.307730e-02 1.104952e-01 1.995729e-01
#> 1891 1892 1893 1894 1895
#> -2.965805e-02 2.646180e-01 1.636308e-01 -1.093632e-01 7.455307e-02
#> 1896 1897 1898 1899 1900
#> 2.851824e-02 2.410179e-01 2.770808e-01 8.143426e-02 2.151089e-01
#> 1901 1902 1903 1904 1905
#> -3.508226e-02 1.173996e-01 1.703903e-01 5.520850e-02 -1.158643e-03
#> 1906 1907 1908 1909 1910
#> 3.503973e-01 1.761772e-01 3.586158e-02 -1.428820e-03 7.528548e-03
#> 1911 1912 1913 1914 1915
#> 1.138139e-01 5.614854e-04 1.584447e-01 -2.391206e-02 1.647066e-01
#> 1916 1917 1918 1919 1920
#> -8.331718e-03 5.410347e-02 1.036099e-01 -4.378698e-02 2.110376e-01
#> 1921 1922 1923 1924 1925
#> 6.622536e-02 1.035539e-01 -4.149918e-02 3.002587e-01 1.530674e-01
#> 1926 1927 1928 1929 1930
#> 2.021272e-01 1.282796e-01 -5.902109e-02 1.048360e-01 -1.208069e-01
#> 1931 1932 1933 1934 1935
#> -9.715496e-02 1.524064e-01 1.482003e-01 1.954390e-01 -9.060303e-02
#> 1936 1937 1938 1939 1940
#> 2.673844e-01 -2.811961e-02 -9.875339e-02 -4.453971e-02 1.437479e-01
#> 1941 1942 1943 1944 1945
#> 8.703128e-02 5.362069e-02 7.980004e-02 -1.269120e-01 1.467396e-01
#> 1946 1947 1948 1949 1950
#> 2.868745e-02 -9.027181e-02 1.386533e-01 1.263176e-01 1.581055e-01
#> 1951 1952 1953 1954 1955
#> 2.568196e-01 2.294716e-01 -5.852818e-02 1.521412e-01 5.878618e-02
#> 1956 1957 1958 1959 1960
#> 3.335627e-02 1.718350e-02 1.896902e-01 1.036150e-01 -1.863412e-02
#> 1961 1962 1963 1964 1965
#> 1.778791e-01 -5.300460e-02 1.827914e-01 -6.662534e-02 1.187611e-01
#> 1966 1967 1968 1969 1970
#> 2.163101e-01 2.930801e-02 1.290481e-01 1.278174e-01 3.148312e-01
#> 1971 1972 1973 1974 1975
#> -9.521901e-02 1.275731e-01 -9.636428e-02 3.285156e-02 -2.279626e-02
#> 1976 1977 1978 1979 1980
#> -8.086880e-02 5.311922e-02 6.123210e-02 1.319648e-01 1.399868e-01
#> 1981 1982 1983 1984 1985
#> 7.922787e-02 1.005399e-01 8.111210e-02 -5.078627e-02 1.538938e-01
#> 1986 1987 1988 1989 1990
#> -5.620510e-03 3.386996e-02 2.471964e-01 1.202122e-01 1.084138e-01
#> 1991 1992 1993 1994 1995
#> -2.750737e-03 6.264930e-02 1.648139e-02 6.575933e-02 2.444558e-01
#> 1996 1997 1998 1999 2000
#> -1.014983e-03 4.913091e-02 -5.465087e-02 1.353343e-01 9.734137e-03
#> 2001 2002 2003 2004 2005
#> 1.472493e-01 -1.180226e-01 5.334888e-02 6.996673e-02 7.618632e-02
#> 2006 2007 2008 2009 2010
#> 2.706163e-01 5.911698e-02 1.273197e-01 -9.834758e-02 5.509206e-02
#> 2011 2012 2013 2014 2015
#> 2.472676e-02 1.600038e-01 9.847435e-02 1.875890e-01 -2.801362e-02
#> 2016 2017 2018 2019 2020
#> 1.644793e-01 -1.452522e-01 1.074280e-01 9.391420e-02 4.110362e-02
#> 2021 2022 2023 2024 2025
#> 1.173110e-01 -7.681576e-02 1.055259e-01 2.238531e-01 -4.387447e-02
#> 2026 2027 2028 2029 2030
#> 2.495987e-01 2.226218e-01 -1.158707e-02 -3.244763e-02 2.199936e-02
#> 2031 2032 2033 2034 2035
#> 1.611941e-01 1.414471e-01 8.698782e-02 5.707729e-02 5.107359e-02
#> 2036 2037 2038 2039 2040
#> 1.931594e-01 1.124029e-01 -1.300931e-01 7.899454e-02 -6.952220e-03
#> 2041 2042 2043 2044 2045
#> 2.593025e-01 9.938067e-02 7.098016e-02 1.287067e-02 1.004967e-01
#> 2046 2047 2048 2049 2050
#> 1.282922e-01 -3.974047e-03 1.095907e-01 1.216887e-01 8.491744e-02
#> 2051 2052 2053 2054 2055
#> 3.992703e-02 -7.495233e-02 2.364105e-01 7.708210e-02 1.581128e-01
#> 2056 2057 2058 2059 2060
#> -2.453650e-02 9.810433e-02 1.912140e-01 3.701655e-02 9.022924e-02
#> 2061 2062 2063 2064 2065
#> -7.133948e-02 5.754121e-02 2.016355e-01 -1.569268e-02 -2.334898e-01
#> 2066 2067 2068 2069 2070
#> 1.849277e-02 1.121387e-01 9.932309e-02 8.322093e-02 1.751071e-02
#> 2071 2072 2073 2074 2075
#> 1.463632e-01 9.383812e-02 3.373503e-01 -1.814711e-01 2.552448e-01
#> 2076 2077 2078 2079 2080
#> 9.140498e-02 -1.909832e-02 -3.848148e-03 3.133792e-01 1.056146e-01
#> 2081 2082 2083 2084 2085
#> 5.098217e-02 -8.782812e-02 6.356093e-02 -7.431959e-02 7.695287e-02
#> 2086 2087 2088 2089 2090
#> -4.721697e-02 1.657612e-01 1.446383e-01 8.115422e-02 3.314134e-02
#> 2091 2092 2093 2094 2095
#> 4.038929e-02 -4.620441e-02 -9.126634e-02 2.290550e-01 -6.780931e-02
#> 2096 2097 2098 2099 2100
#> 1.645927e-01 -8.793528e-02 7.803111e-03 6.615376e-02 1.607365e-01
#> 2101 2102 2103 2104 2105
#> -5.348335e-02 7.493813e-02 3.083695e-01 -9.446488e-02 -9.144809e-02
#> 2106 2107 2108 2109 2110
#> 8.439040e-02 1.213468e-01 3.498957e-03 8.992910e-02 7.415457e-02
#> 2111 2112 2113 2114 2115
#> 1.755594e-01 2.430497e-01 -1.464168e-01 1.886555e-01 1.677030e-01
#> 2116 2117 2118 2119 2120
#> 1.533067e-01 1.020171e-02 7.928583e-02 5.437810e-02 2.224978e-01
#> 2121 2122 2123 2124 2125
#> 1.529861e-01 -1.020583e-01 1.685436e-01 1.217117e-01 1.092532e-01
#> 2126 2127 2128 2129 2130
#> 1.221873e-01 1.819913e-01 1.873651e-01 1.256336e-01 1.618349e-01
#> 2131 2132 2133 2134 2135
#> -1.245312e-01 1.821122e-01 5.663827e-02 -1.779299e-01 2.486883e-01
#> 2136 2137 2138 2139 2140
#> 1.434367e-01 1.878419e-01 5.763539e-02 1.587427e-02 3.096983e-02
#> 2141 2142 2143 2144 2145
#> -2.504945e-03 -3.686581e-02 1.616381e-01 4.391730e-02 1.515345e-01
#> 2146 2147 2148 2149 2150
#> -1.024426e-01 -5.378833e-02 -9.842340e-02 -1.827181e-02 9.267994e-02
#> 2151 2152 2153 2154 2155
#> -3.542967e-02 5.004369e-02 1.873599e-01 1.259323e-01 -5.468935e-02
#> 2156 2157 2158 2159 2160
#> 9.214630e-02 1.378226e-02 8.308088e-02 8.453680e-02 2.839809e-01
#> 2161 2162 2163 2164 2165
#> 5.219482e-02 -2.196724e-01 6.876778e-02 1.399338e-01 3.294037e-01
#> 2166 2167 2168 2169 2170
#> 6.807914e-02 2.650719e-01 3.503377e-01 4.166433e-02 -3.825738e-02
#> 2171 2172 2173 2174 2175
#> -5.929354e-02 -2.508836e-01 7.956331e-02 1.080607e-01 -5.874591e-02
#> 2176 2177 2178 2179 2180
#> 1.008364e-01 6.846400e-02 1.150875e-01 7.294355e-03 1.126461e-01
#> 2181 2182 2183 2184 2185
#> 1.129648e-01 6.952001e-02 1.922760e-02 7.461409e-02 1.474742e-02
#> 2186 2187 2188 2189 2190
#> -1.177745e-01 -7.835039e-02 3.057543e-02 2.381748e-01 1.174432e-01
#> 2191 2192 2193 2194 2195
#> 9.577588e-02 4.697885e-02 2.955963e-02 -6.334024e-02 1.753911e-01
#> 2196 2197 2198 2199 2200
#> 3.036769e-01 3.087140e-01 5.669431e-02 -4.421534e-02 1.036258e-01
#> 2201 2202 2203 2204 2205
#> -4.425618e-02 2.863871e-01 1.610718e-01 9.620208e-02 -1.509333e-02
#> 2206 2207 2208 2209 2210
#> 3.251414e-02 9.379149e-02 1.120613e-01 1.869449e-01 -5.079746e-02
#> 2211 2212 2213 2214 2215
#> 3.269747e-02 -9.943218e-02 7.396511e-02 -1.667699e-01 7.319178e-02
#> 2216 2217 2218 2219 2220
#> 2.169618e-02 -2.179483e-02 4.830591e-02 1.423019e-01 -1.738584e-01
#> 2221 2222 2223 2224 2225
#> 1.615626e-01 -1.065959e-02 5.155590e-02 1.270285e-01 4.524044e-02
#> 2226 2227 2228 2229 2230
#> 6.760432e-02 1.122350e-01 1.926248e-01 -9.170034e-02 3.434641e-02
#> 2231 2232 2233 2234 2235
#> -3.003241e-01 3.332850e-02 1.472031e-01 1.295244e-01 -1.026548e-01
#> 2236 2237 2238 2239 2240
#> -2.337802e-02 7.999730e-02 4.636263e-02 1.942073e-01 1.212276e-01
#> 2241 2242 2243 2244 2245
#> 9.983222e-02 5.894695e-02 -6.746087e-02 -2.257662e-02 6.509228e-02
#> 2246 2247 2248 2249 2250
#> -1.072937e-02 8.174188e-03 -8.416774e-02 1.204256e-01 3.932871e-02
#> 2251 2252 2253 2254 2255
#> 1.927952e-01 6.376558e-02 7.848893e-02 7.424351e-02 1.532742e-01
#> 2256 2257 2258 2259 2260
#> 1.907018e-01 -3.261722e-03 -9.459277e-02 3.563909e-02 -1.136133e-01
#> 2261 2262 2263 2264 2265
#> 7.988821e-02 -1.704063e-02 7.868549e-02 -5.875473e-02 1.894177e-02
#> 2266 2267 2268 2269 2270
#> 5.839110e-02 -8.969478e-03 -4.444169e-02 -9.015099e-02 1.960001e-01
#> 2271 2272 2273 2274 2275
#> 1.032403e-01 9.267527e-02 1.925354e-01 2.592853e-01 -2.110032e-02
#> 2276 2277 2278 2279 2280
#> -1.016809e-01 1.828187e-01 1.753825e-01 -4.094470e-02 2.769292e-01
#> 2281 2282 2283 2284 2285
#> 2.533603e-01 -5.465206e-02 9.593145e-02 3.055415e-01 1.008280e-01
#> 2286 2287 2288 2289 2290
#> -1.516717e-04 2.446525e-01 3.993736e-02 3.296018e-01 2.789866e-02
#> 2291 2292 2293 2294 2295
#> -2.044491e-02 2.694716e-02 2.817992e-01 3.756553e-01 -3.391168e-02
#> 2296 2297 2298 2299 2300
#> -1.080947e-01 9.560278e-02 -2.324461e-01 7.003428e-02 1.476739e-01
#> 2301 2302 2303 2304 2305
#> 8.436537e-02 1.879512e-01 6.855444e-02 2.408548e-01 5.426507e-02
#> 2306 2307 2308 2309 2310
#> 1.316412e-01 -3.145176e-02 1.086255e-02 1.306250e-01 -5.715283e-02
#> 2311 2312 2313 2314 2315
#> 1.519808e-02 -9.080946e-02 2.880293e-02 1.564398e-01 2.736468e-01
#> 2316 2317 2318 2319 2320
#> 1.150823e-01 2.373346e-01 1.576556e-01 2.272382e-01 -6.423083e-03
#> 2321 2322 2323 2324 2325
#> 1.923323e-02 6.933442e-02 6.468138e-02 2.168846e-01 -2.660998e-02
#> 2326 2327 2328 2329 2330
#> 5.098222e-02 -1.605258e-02 -4.916789e-02 1.685018e-01 4.922793e-02
#> 2331 2332 2333 2334 2335
#> -3.748182e-02 9.653582e-02 1.420774e-01 1.875536e-01 1.867531e-01
#> 2336 2337 2338 2339 2340
#> 1.051051e-01 2.905556e-01 2.189783e-01 5.588695e-02 3.003136e-01
#> 2341 2342 2343 2344 2345
#> -5.227634e-02 3.831330e-02 9.919423e-02 3.772301e-02 -1.076226e-01
#> 2346 2347 2348 2349 2350
#> 2.016282e-01 2.695215e-01 -1.604804e-02 3.726339e-03 -8.520283e-03
#> 2351 2352 2353 2354 2355
#> 8.732717e-02 1.442355e-01 3.547979e-02 1.263136e-01 1.036675e-01
#> 2356 2357 2358 2359 2360
#> 4.159717e-02 -3.236297e-02 3.319220e-02 7.930600e-02 5.619602e-02
#> 2361 2362 2363 2364 2365
#> 1.959190e-01 -7.956800e-03 2.732674e-02 7.814399e-02 -5.719112e-02
#> 2366 2367 2368 2369 2370
#> -3.803806e-03 1.622492e-01 -9.520213e-02 1.252069e-01 1.067696e-02
#> 2371 2372 2373 2374 2375
#> 2.006852e-02 6.404512e-02 1.571554e-01 -1.186361e-01 1.175061e-02
#> 2376 2377 2378 2379 2380
#> -1.318363e-01 -1.712209e-02 3.151810e-01 2.972224e-01 6.753658e-02
#> 2381 2382 2383 2384 2385
#> 1.577826e-01 3.678957e-02 2.560563e-02 1.311018e-01 -5.093082e-02
#> 2386 2387 2388 2389 2390
#> -4.212305e-02 1.003009e-01 5.664258e-02 5.575642e-02 -1.446934e-02
#> 2391 2392 2393 2394 2395
#> 4.931305e-02 1.674843e-01 -5.940642e-02 -8.845842e-03 4.694006e-02
#> 2396 2397 2398 2399 2400
#> 7.306761e-02 1.333205e-01 4.726965e-02 8.178919e-02 -9.132312e-02
#> 2401 2402 2403 2404 2405
#> 5.872626e-02 3.023444e-01 3.060325e-01 1.335602e-01 1.344412e-01
#> 2406 2407 2408 2409 2410
#> 7.630964e-02 1.505379e-01 1.668959e-01 2.506697e-01 -4.493807e-03
#> 2411 2412 2413 2414 2415
#> -2.087538e-01 6.818383e-02 1.246917e-01 9.139102e-02 1.656917e-01
#> 2416 2417 2418 2419 2420
#> 3.927522e-02 3.234683e-01 1.485639e-02 7.383467e-02 2.287166e-02
#> 2421 2422 2423 2424 2425
#> 1.707426e-01 3.042811e-01 1.671703e-01 1.848913e-01 7.509632e-02
#> 2426 2427 2428 2429 2430
#> 1.674869e-01 4.153397e-01 -1.490334e-01 4.472036e-01 -1.275398e-01
#> 2431 2432 2433 2434 2435
#> 1.840605e-02 3.040817e-02 1.520342e-01 1.331036e-01 -3.202931e-01
#> 2436 2437 2438 2439 2440
#> 1.415296e-01 1.765992e-01 2.092106e-01 -1.247011e-01 8.832102e-02
#> 2441 2442 2443 2444 2445
#> 1.308976e-01 1.583151e-01 -1.576868e-01 -9.984068e-02 2.740810e-01
#> 2446 2447 2448 2449 2450
#> -7.330541e-02 -6.783843e-02 8.229235e-02 9.419737e-02 7.454358e-02
#> 2451 2452 2453 2454 2455
#> 1.381559e-01 1.756597e-01 -2.276456e-02 2.494746e-01 -1.184495e-01
#> 2456 2457 2458 2459 2460
#> -2.364521e-01 -1.819906e-02 -1.066478e-01 1.211018e-01 3.341314e-01
#> 2461 2462 2463 2464 2465
#> -1.434576e-01 1.411499e-01 4.971065e-02 -8.341173e-02 2.362648e-01
#> 2466 2467 2468 2469 2470
#> 1.162395e-01 2.349017e-01 1.007502e-01 5.580175e-02 6.759955e-02
#> 2471 2472 2473 2474 2475
#> 8.598428e-02 -2.898289e-01 -4.591375e-02 1.486106e-03 -2.397979e-02
#> 2476 2477 2478 2479 2480
#> 3.529862e-01 -1.335713e-01 2.008829e-01 2.997161e-02 8.316800e-02
#> 2481 2482 2483 2484 2485
#> 2.167651e-01 -5.372158e-02 -2.350685e-01 2.953772e-02 -1.211457e-01
#> 2486 2487 2488 2489 2490
#> 9.562116e-02 2.498518e-02 5.414634e-02 2.660765e-02 3.271618e-02
#> 2491 2492 2493 2494 2495
#> -4.289570e-02 1.237855e-01 -1.353273e-02 -1.491018e-03 3.689515e-02
#> 2496 2497 2498 2499 2500
#> -3.669266e-02 9.615477e-02 2.904637e-01 1.483647e-01 8.894988e-03
#> 2501 2502 2503 2504 2505
#> 1.937824e+00 1.831252e+00 1.884979e+00 1.890560e+00 1.751908e+00
#> 2506 2507 2508 2509 2510
#> 1.900158e+00 2.065355e+00 1.757734e+00 1.885393e+00 1.743238e+00
#> 2511 2512 2513 2514 2515
#> 1.848117e+00 1.933993e+00 1.965821e+00 1.863074e+00 1.741695e+00
#> 2516 2517 2518 2519 2520
#> 2.256853e+00 2.067707e+00 1.919447e+00 1.918398e+00 1.788822e+00
#> 2521 2522 2523 2524 2525
#> 1.601597e+00 1.902917e+00 1.986367e+00 1.881882e+00 1.963497e+00
#> 2526 2527 2528 2529 2530
#> 1.844160e+00 1.856961e+00 1.975029e+00 1.851421e+00 1.867991e+00
#> 2531 2532 2533 2534 2535
#> 1.918299e+00 2.132207e+00 1.969745e+00 2.017491e+00 1.830950e+00
#> 2536 2537 2538 2539 2540
#> 1.673502e+00 1.939251e+00 1.689939e+00 1.976469e+00 1.869504e+00
#> 2541 2542 2543 2544 2545
#> 1.999123e+00 1.958574e+00 2.078766e+00 1.688059e+00 1.840868e+00
#> 2546 2547 2548 2549 2550
#> 1.831439e+00 1.914551e+00 2.179628e+00 2.017377e+00 2.056471e+00
#> 2551 2552 2553 2554 2555
#> 1.750484e+00 1.866017e+00 1.768971e+00 2.149216e+00 2.113042e+00
#> 2556 2557 2558 2559 2560
#> 1.979123e+00 1.785963e+00 1.958314e+00 2.154474e+00 2.092551e+00
#> 2561 2562 2563 2564 2565
#> 1.937660e+00 1.840717e+00 1.824517e+00 2.042837e+00 1.884143e+00
#> 2566 2567 2568 2569 2570
#> 1.911538e+00 1.825621e+00 1.871462e+00 1.968430e+00 1.969808e+00
#> 2571 2572 2573 2574 2575
#> 1.944508e+00 1.876682e+00 1.924985e+00 1.974250e+00 1.980498e+00
#> 2576 2577 2578 2579 2580
#> 1.942477e+00 2.065532e+00 2.179179e+00 2.026430e+00 1.971868e+00
#> 2581 2582 2583 2584 2585
#> 1.833784e+00 1.896010e+00 1.967703e+00 1.734095e+00 1.957989e+00
#> 2586 2587 2588 2589 2590
#> 1.784969e+00 1.941455e+00 1.775040e+00 1.801875e+00 2.025483e+00
#> 2591 2592 2593 2594 2595
#> 2.164441e+00 1.941054e+00 1.887280e+00 1.978615e+00 1.989559e+00
#> 2596 2597 2598 2599 2600
#> 1.841767e+00 1.811029e+00 1.841412e+00 1.747687e+00 1.814024e+00
#> 2601 2602 2603 2604 2605
#> 1.852234e+00 1.953890e+00 2.036509e+00 1.886936e+00 1.578411e+00
#> 2606 2607 2608 2609 2610
#> 1.970735e+00 2.165285e+00 1.792486e+00 2.000875e+00 1.846506e+00
#> 2611 2612 2613 2614 2615
#> 1.976412e+00 1.780845e+00 1.624882e+00 1.903712e+00 2.188927e+00
#> 2616 2617 2618 2619 2620
#> 1.775669e+00 1.863910e+00 1.799841e+00 1.995136e+00 2.017968e+00
#> 2621 2622 2623 2624 2625
#> 1.942747e+00 1.913752e+00 2.018215e+00 1.790578e+00 1.845253e+00
#> 2626 2627 2628 2629 2630
#> 1.737481e+00 1.920175e+00 2.019526e+00 1.930326e+00 1.761460e+00
#> 2631 2632 2633 2634 2635
#> 1.799211e+00 2.177279e+00 2.146238e+00 1.905836e+00 1.962715e+00
#> 2636 2637 2638 2639 2640
#> 1.976515e+00 1.786713e+00 2.081358e+00 1.847626e+00 1.759671e+00
#> 2641 2642 2643 2644 2645
#> 1.749750e+00 1.977463e+00 2.001925e+00 2.003980e+00 2.123123e+00
#> 2646 2647 2648 2649 2650
#> 2.007782e+00 2.220165e+00 1.910894e+00 1.694388e+00 1.822960e+00
#> 2651 2652 2653 2654 2655
#> 2.005113e+00 2.090354e+00 2.058949e+00 1.833698e+00 1.939865e+00
#> 2656 2657 2658 2659 2660
#> 1.876406e+00 2.070274e+00 1.863333e+00 1.765496e+00 2.085153e+00
#> 2661 2662 2663 2664 2665
#> 2.050962e+00 1.831264e+00 1.960284e+00 1.822023e+00 1.866367e+00
#> 2666 2667 2668 2669 2670
#> 1.938054e+00 1.907958e+00 2.026083e+00 1.737551e+00 1.839819e+00
#> 2671 2672 2673 2674 2675
#> 1.853512e+00 1.747955e+00 2.051831e+00 1.768463e+00 1.780520e+00
#> 2676 2677 2678 2679 2680
#> 1.754791e+00 1.854037e+00 1.871386e+00 2.118633e+00 1.867226e+00
#> 2681 2682 2683 2684 2685
#> 1.848175e+00 2.208647e+00 1.848722e+00 1.867943e+00 1.901892e+00
#> 2686 2687 2688 2689 2690
#> 1.898782e+00 1.877159e+00 2.043762e+00 2.075654e+00 1.997627e+00
#> 2691 2692 2693 2694 2695
#> 1.835930e+00 1.859055e+00 2.089717e+00 1.932158e+00 1.878532e+00
#> 2696 2697 2698 2699 2700
#> 1.985267e+00 2.047404e+00 2.055689e+00 1.992852e+00 1.880299e+00
#> 2701 2702 2703 2704 2705
#> 1.908619e+00 1.886631e+00 1.871000e+00 1.748364e+00 2.029037e+00
#> 2706 2707 2708 2709 2710
#> 1.906474e+00 1.750028e+00 1.888220e+00 1.845094e+00 1.974272e+00
#> 2711 2712 2713 2714 2715
#> 2.014632e+00 1.977469e+00 2.037272e+00 1.697770e+00 1.975145e+00
#> 2716 2717 2718 2719 2720
#> 2.075018e+00 2.084862e+00 1.837507e+00 1.915896e+00 1.861341e+00
#> 2721 2722 2723 2724 2725
#> 1.955999e+00 1.957885e+00 2.047763e+00 1.929403e+00 1.713773e+00
#> 2726 2727 2728 2729 2730
#> 1.954222e+00 1.865460e+00 1.936835e+00 1.946520e+00 1.791507e+00
#> 2731 2732 2733 2734 2735
#> 2.164322e+00 1.874704e+00 2.024892e+00 1.976685e+00 2.076882e+00
#> 2736 2737 2738 2739 2740
#> 1.881459e+00 1.989444e+00 1.800064e+00 1.994389e+00 1.877515e+00
#> 2741 2742 2743 2744 2745
#> 2.022746e+00 1.996858e+00 1.861618e+00 1.785722e+00 1.939952e+00
#> 2746 2747 2748 2749 2750
#> 1.876343e+00 1.792685e+00 1.940572e+00 2.078258e+00 1.889117e+00
#> 2751 2752 2753 2754 2755
#> 1.919789e+00 2.075487e+00 2.105717e+00 1.760976e+00 1.726025e+00
#> 2756 2757 2758 2759 2760
#> 1.729417e+00 1.872294e+00 1.931076e+00 1.943828e+00 2.075593e+00
#> 2761 2762 2763 2764 2765
#> 1.879097e+00 2.208564e+00 1.925476e+00 1.661038e+00 1.832372e+00
#> 2766 2767 2768 2769 2770
#> 2.054653e+00 1.909664e+00 2.048851e+00 2.056711e+00 1.926629e+00
#> 2771 2772 2773 2774 2775
#> 1.865324e+00 2.154397e+00 1.933688e+00 2.136390e+00 2.039302e+00
#> 2776 2777 2778 2779 2780
#> 1.875061e+00 1.986915e+00 1.790568e+00 1.909832e+00 2.003565e+00
#> 2781 2782 2783 2784 2785
#> 1.973715e+00 2.217181e+00 1.741402e+00 1.826083e+00 1.900956e+00
#> 2786 2787 2788 2789 2790
#> 1.839668e+00 1.970967e+00 2.009474e+00 1.916610e+00 1.818792e+00
#> 2791 2792 2793 2794 2795
#> 1.896252e+00 1.710816e+00 1.631624e+00 1.828409e+00 1.910712e+00
#> 2796 2797 2798 2799 2800
#> 1.936579e+00 1.848181e+00 2.262929e+00 1.959658e+00 2.002031e+00
#> 2801 2802 2803 2804 2805
#> 1.877569e+00 2.017944e+00 2.148908e+00 1.978688e+00 1.845646e+00
#> 2806 2807 2808 2809 2810
#> 1.804839e+00 1.851644e+00 1.911405e+00 1.819686e+00 1.757838e+00
#> 2811 2812 2813 2814 2815
#> 1.979826e+00 1.984686e+00 1.981085e+00 1.903967e+00 1.852526e+00
#> 2816 2817 2818 2819 2820
#> 2.002014e+00 1.777941e+00 1.933179e+00 1.976811e+00 1.945814e+00
#> 2821 2822 2823 2824 2825
#> 1.878331e+00 2.040052e+00 1.899910e+00 1.997262e+00 2.274045e+00
#> 2826 2827 2828 2829 2830
#> 1.644090e+00 2.142419e+00 1.906930e+00 1.704416e+00 1.865277e+00
#> 2831 2832 2833 2834 2835
#> 1.951110e+00 1.835647e+00 2.142358e+00 2.033201e+00 1.961128e+00
#> 2836 2837 2838 2839 2840
#> 1.769979e+00 2.007399e+00 1.936129e+00 1.745555e+00 1.801163e+00
#> 2841 2842 2843 2844 2845
#> 1.991885e+00 1.885940e+00 1.719609e+00 1.982527e+00 1.940634e+00
#> 2846 2847 2848 2849 2850
#> 1.868898e+00 2.037226e+00 1.947222e+00 1.951941e+00 1.886925e+00
#> 2851 2852 2853 2854 2855
#> 1.912320e+00 1.900546e+00 1.925166e+00 1.996552e+00 1.871967e+00
#> 2856 2857 2858 2859 2860
#> 1.810881e+00 1.926136e+00 1.829614e+00 2.098262e+00 1.850865e+00
#> 2861 2862 2863 2864 2865
#> 2.027066e+00 1.825638e+00 1.945169e+00 1.910544e+00 1.989649e+00
#> 2866 2867 2868 2869 2870
#> 1.969799e+00 1.925287e+00 2.130104e+00 1.917976e+00 1.808801e+00
#> 2871 2872 2873 2874 2875
#> 1.778974e+00 1.905427e+00 2.005123e+00 2.029964e+00 1.822022e+00
#> 2876 2877 2878 2879 2880
#> 1.982311e+00 1.970306e+00 1.873392e+00 1.661270e+00 1.795567e+00
#> 2881 2882 2883 2884 2885
#> 1.865276e+00 2.032107e+00 1.825300e+00 1.840696e+00 1.982295e+00
#> 2886 2887 2888 2889 2890
#> 1.952214e+00 1.864456e+00 1.795829e+00 2.016549e+00 1.745069e+00
#> 2891 2892 2893 2894 2895
#> 1.875878e+00 1.913105e+00 1.900583e+00 2.229456e+00 1.916191e+00
#> 2896 2897 2898 2899 2900
#> 2.003190e+00 1.805067e+00 1.900585e+00 2.006524e+00 1.724654e+00
#> 2901 2902 2903 2904 2905
#> 2.030925e+00 1.890338e+00 2.118253e+00 1.920635e+00 1.933309e+00
#> 2906 2907 2908 2909 2910
#> 2.088133e+00 1.801986e+00 1.904792e+00 2.015772e+00 1.647429e+00
#> 2911 2912 2913 2914 2915
#> 2.022182e+00 1.711865e+00 2.279839e+00 1.813036e+00 2.072541e+00
#> 2916 2917 2918 2919 2920
#> 1.766400e+00 2.213854e+00 1.979086e+00 2.096016e+00 1.833459e+00
#> 2921 2922 2923 2924 2925
#> 1.888821e+00 1.999864e+00 1.801706e+00 1.885717e+00 1.823605e+00
#> 2926 2927 2928 2929 2930
#> 2.143352e+00 1.906551e+00 1.910090e+00 2.201230e+00 1.935172e+00
#> 2931 2932 2933 2934 2935
#> 1.853782e+00 1.857453e+00 1.829313e+00 2.005435e+00 2.081717e+00
#> 2936 2937 2938 2939 2940
#> 1.978835e+00 1.971193e+00 1.952202e+00 1.976681e+00 2.095381e+00
#> 2941 2942 2943 2944 2945
#> 2.060084e+00 2.095243e+00 1.850997e+00 1.985699e+00 1.909935e+00
#> 2946 2947 2948 2949 2950
#> 1.863503e+00 1.800959e+00 1.733478e+00 1.926974e+00 1.954497e+00
#> 2951 2952 2953 2954 2955
#> 1.901325e+00 1.950829e+00 1.717462e+00 2.017876e+00 2.074062e+00
#> 2956 2957 2958 2959 2960
#> 2.113716e+00 2.081085e+00 2.011191e+00 1.894953e+00 1.843699e+00
#> 2961 2962 2963 2964 2965
#> 1.667523e+00 2.018637e+00 2.033714e+00 1.841260e+00 1.921798e+00
#> 2966 2967 2968 2969 2970
#> 2.007361e+00 1.939636e+00 1.884946e+00 2.156461e+00 2.010153e+00
#> 2971 2972 2973 2974 2975
#> 1.981083e+00 1.786833e+00 1.997679e+00 2.085529e+00 1.923630e+00
#> 2976 2977 2978 2979 2980
#> 1.977725e+00 2.016454e+00 1.916202e+00 1.882854e+00 1.959502e+00
#> 2981 2982 2983 2984 2985
#> 2.096478e+00 2.101915e+00 2.051843e+00 1.875985e+00 2.001181e+00
#> 2986 2987 2988 2989 2990
#> 1.725847e+00 1.834262e+00 2.011894e+00 1.809515e+00 1.969423e+00
#> 2991 2992 2993 2994 2995
#> 1.959424e+00 1.831260e+00 1.961168e+00 1.909143e+00 1.900976e+00
#> 2996 2997 2998 2999 3000
#> 2.013594e+00 1.953854e+00 1.881763e+00 1.972044e+00 1.830546e+00
#> 3001 3002 3003 3004 3005
#> 1.996243e+00 1.829604e+00 1.882318e+00 1.719972e+00 2.061639e+00
#> 3006 3007 3008 3009 3010
#> 1.844147e+00 1.852090e+00 1.847042e+00 1.845640e+00 1.784577e+00
#> 3011 3012 3013 3014 3015
#> 2.124131e+00 1.995583e+00 1.893864e+00 2.251158e+00 1.922990e+00
#> 3016 3017 3018 3019 3020
#> 1.934149e+00 2.193389e+00 1.986606e+00 1.828163e+00 1.893387e+00
#> 3021 3022 3023 3024 3025
#> 1.921490e+00 2.007303e+00 2.057115e+00 1.811404e+00 1.981612e+00
#> 3026 3027 3028 3029 3030
#> 2.080949e+00 1.685138e+00 1.746901e+00 1.963057e+00 1.993392e+00
#> 3031 3032 3033 3034 3035
#> 1.981986e+00 1.976413e+00 1.876604e+00 1.836921e+00 2.076473e+00
#> 3036 3037 3038 3039 3040
#> 1.981861e+00 1.792762e+00 1.947907e+00 2.036856e+00 2.019782e+00
#> 3041 3042 3043 3044 3045
#> 2.028031e+00 1.929005e+00 2.100375e+00 1.969176e+00 1.798959e+00
#> 3046 3047 3048 3049 3050
#> 2.113968e+00 2.025329e+00 1.819913e+00 1.889908e+00 2.087118e+00
#> 3051 3052 3053 3054 3055
#> 1.945780e+00 1.912998e+00 2.028614e+00 1.793895e+00 1.917146e+00
#> 3056 3057 3058 3059 3060
#> 2.015685e+00 2.052947e+00 2.051689e+00 1.867487e+00 2.096181e+00
#> 3061 3062 3063 3064 3065
#> 1.632965e+00 1.935603e+00 1.854518e+00 1.825840e+00 1.856663e+00
#> 3066 3067 3068 3069 3070
#> 1.802619e+00 1.828491e+00 1.867737e+00 1.883871e+00 1.937609e+00
#> 3071 3072 3073 3074 3075
#> 1.979074e+00 1.862950e+00 2.035041e+00 2.008332e+00 1.909175e+00
#> 3076 3077 3078 3079 3080
#> 1.829477e+00 1.945040e+00 1.891051e+00 1.853469e+00 1.754147e+00
#> 3081 3082 3083 3084 3085
#> 1.712655e+00 1.854865e+00 1.992480e+00 1.943980e+00 1.868898e+00
#> 3086 3087 3088 3089 3090
#> 2.060367e+00 1.882020e+00 1.852564e+00 1.925133e+00 1.887536e+00
#> 3091 3092 3093 3094 3095
#> 1.974270e+00 1.842682e+00 2.245271e+00 1.599942e+00 1.880963e+00
#> 3096 3097 3098 3099 3100
#> 1.856564e+00 1.786944e+00 1.965167e+00 1.681841e+00 1.668615e+00
#> 3101 3102 3103 3104 3105
#> 1.865462e+00 1.894722e+00 1.921407e+00 1.974829e+00 2.025367e+00
#> 3106 3107 3108 3109 3110
#> 1.952701e+00 1.886290e+00 1.927945e+00 2.201758e+00 1.922598e+00
#> 3111 3112 3113 3114 3115
#> 2.055884e+00 1.872298e+00 1.831093e+00 1.671848e+00 1.887701e+00
#> 3116 3117 3118 3119 3120
#> 1.969164e+00 1.866167e+00 1.952401e+00 1.844436e+00 1.972111e+00
#> 3121 3122 3123 3124 3125
#> 1.962961e+00 1.910918e+00 2.003131e+00 1.942485e+00 2.042820e+00
#> 3126 3127 3128 3129 3130
#> 1.721168e+00 1.883422e+00 1.793374e+00 1.853953e+00 1.890072e+00
#> 3131 3132 3133 3134 3135
#> 2.184211e+00 1.920198e+00 1.967829e+00 1.759435e+00 1.952506e+00
#> 3136 3137 3138 3139 3140
#> 1.912689e+00 1.918301e+00 1.954371e+00 1.995133e+00 1.817060e+00
#> 3141 3142 3143 3144 3145
#> 1.766315e+00 1.897509e+00 1.983267e+00 1.810454e+00 1.948457e+00
#> 3146 3147 3148 3149 3150
#> 2.072129e+00 1.925197e+00 1.866941e+00 1.923700e+00 1.886187e+00
#> 3151 3152 3153 3154 3155
#> 1.807466e+00 1.960273e+00 1.756688e+00 1.848061e+00 1.892075e+00
#> 3156 3157 3158 3159 3160
#> 1.985152e+00 1.828209e+00 1.930591e+00 1.896758e+00 1.899969e+00
#> 3161 3162 3163 3164 3165
#> 1.773765e+00 1.841791e+00 2.128863e+00 1.727292e+00 1.945089e+00
#> 3166 3167 3168 3169 3170
#> 1.901173e+00 1.957839e+00 1.794098e+00 1.826084e+00 2.084381e+00
#> 3171 3172 3173 3174 3175
#> 2.096732e+00 1.871425e+00 1.828614e+00 1.916290e+00 1.892367e+00
#> 3176 3177 3178 3179 3180
#> 1.795006e+00 1.945030e+00 1.766625e+00 1.663620e+00 1.897273e+00
#> 3181 3182 3183 3184 3185
#> 1.911046e+00 1.965149e+00 1.960010e+00 2.012449e+00 1.755565e+00
#> 3186 3187 3188 3189 3190
#> 2.044024e+00 1.921266e+00 2.044627e+00 1.941529e+00 1.954597e+00
#> 3191 3192 3193 3194 3195
#> 2.006925e+00 1.786566e+00 1.820167e+00 1.900086e+00 1.709752e+00
#> 3196 3197 3198 3199 3200
#> 2.053242e+00 1.748336e+00 1.916184e+00 1.666869e+00 1.910138e+00
#> 3201 3202 3203 3204 3205
#> 1.879593e+00 1.772582e+00 1.987250e+00 2.070341e+00 1.750718e+00
#> 3206 3207 3208 3209 3210
#> 2.022261e+00 2.020433e+00 1.930490e+00 1.820210e+00 1.727792e+00
#> 3211 3212 3213 3214 3215
#> 2.023004e+00 1.991590e+00 1.692404e+00 1.925530e+00 1.827024e+00
#> 3216 3217 3218 3219 3220
#> 1.806327e+00 2.057060e+00 2.179068e+00 1.854458e+00 1.977723e+00
#> 3221 3222 3223 3224 3225
#> 1.849321e+00 2.002299e+00 1.956728e+00 1.921695e+00 1.650872e+00
#> 3226 3227 3228 3229 3230
#> 1.819578e+00 1.560155e+00 1.947709e+00 2.003772e+00 1.858277e+00
#> 3231 3232 3233 3234 3235
#> 1.874332e+00 1.988305e+00 1.770075e+00 2.201992e+00 1.780659e+00
#> 3236 3237 3238 3239 3240
#> 1.927364e+00 1.779083e+00 1.850756e+00 2.064489e+00 2.019774e+00
#> 3241 3242 3243 3244 3245
#> 1.915686e+00 1.899019e+00 2.075305e+00 2.066363e+00 1.937579e+00
#> 3246 3247 3248 3249 3250
#> 1.988129e+00 1.932248e+00 2.056264e+00 1.908421e+00 1.844380e+00
#> 3251 3252 3253 3254 3255
#> 1.885567e+00 1.999141e+00 1.798680e+00 1.729072e+00 1.862704e+00
#> 3256 3257 3258 3259 3260
#> 1.966479e+00 1.903313e+00 1.962103e+00 1.980897e+00 1.943331e+00
#> 3261 3262 3263 3264 3265
#> 1.878167e+00 1.639634e+00 1.783278e+00 1.834689e+00 1.814879e+00
#> 3266 3267 3268 3269 3270
#> 2.120968e+00 1.906920e+00 1.839227e+00 1.823981e+00 2.003990e+00
#> 3271 3272 3273 3274 3275
#> 1.754404e+00 1.817367e+00 1.995836e+00 1.946419e+00 1.757661e+00
#> 3276 3277 3278 3279 3280
#> 1.876730e+00 1.794711e+00 1.679048e+00 1.995233e+00 1.890401e+00
#> 3281 3282 3283 3284 3285
#> 1.722504e+00 1.815146e+00 1.788451e+00 1.690749e+00 1.873948e+00
#> 3286 3287 3288 3289 3290
#> 1.972222e+00 2.015029e+00 1.974725e+00 2.010928e+00 1.868290e+00
#> 3291 3292 3293 3294 3295
#> 1.855541e+00 1.935786e+00 1.832572e+00 1.914100e+00 2.080147e+00
#> 3296 3297 3298 3299 3300
#> 1.982922e+00 1.818760e+00 1.934772e+00 1.893467e+00 1.821361e+00
#> 3301 3302 3303 3304 3305
#> 2.103474e+00 2.020329e+00 2.009854e+00 1.879114e+00 1.811255e+00
#> 3306 3307 3308 3309 3310
#> 1.827741e+00 2.043418e+00 2.151464e+00 2.140887e+00 2.099882e+00
#> 3311 3312 3313 3314 3315
#> 1.882553e+00 1.936201e+00 2.016980e+00 1.883575e+00 1.832264e+00
#> 3316 3317 3318 3319 3320
#> 1.966936e+00 1.941042e+00 1.901654e+00 1.974596e+00 1.774839e+00
#> 3321 3322 3323 3324 3325
#> 1.763241e+00 1.927698e+00 2.102286e+00 1.861245e+00 1.825651e+00
#> 3326 3327 3328 3329 3330
#> 2.103835e+00 2.020835e+00 2.019230e+00 2.068150e+00 1.817368e+00
#> 3331 3332 3333 3334 3335
#> 2.085376e+00 2.140406e+00 2.186685e+00 2.032965e+00 1.940267e+00
#> 3336 3337 3338 3339 3340
#> 1.832829e+00 1.997685e+00 1.921181e+00 1.852205e+00 2.223778e+00
#> 3341 3342 3343 3344 3345
#> 1.973870e+00 2.016535e+00 1.884285e+00 2.006384e+00 1.940291e+00
#> 3346 3347 3348 3349 3350
#> 1.752046e+00 2.027792e+00 1.863213e+00 1.915830e+00 2.069960e+00
#> 3351 3352 3353 3354 3355
#> 1.985694e+00 1.996255e+00 1.893295e+00 2.167585e+00 1.907402e+00
#> 3356 3357 3358 3359 3360
#> 2.067228e+00 1.829170e+00 1.993326e+00 1.927667e+00 2.001401e+00
#> 3361 3362 3363 3364 3365
#> 1.846583e+00 1.970508e+00 1.869612e+00 1.777839e+00 1.755015e+00
#> 3366 3367 3368 3369 3370
#> 2.194160e+00 1.910239e+00 1.966721e+00 1.915272e+00 1.937727e+00
#> 3371 3372 3373 3374 3375
#> 1.931933e+00 1.951222e+00 2.139502e+00 2.097042e+00 1.865480e+00
#> 3376 3377 3378 3379 3380
#> 1.950284e+00 2.074839e+00 1.861690e+00 1.871748e+00 1.866687e+00
#> 3381 3382 3383 3384 3385
#> 2.032625e+00 1.768808e+00 1.811506e+00 1.926089e+00 1.996727e+00
#> 3386 3387 3388 3389 3390
#> 1.758482e+00 2.000448e+00 1.946338e+00 1.996731e+00 1.959565e+00
#> 3391 3392 3393 3394 3395
#> 1.861535e+00 1.889401e+00 1.934667e+00 1.763139e+00 1.898940e+00
#> 3396 3397 3398 3399 3400
#> 1.991711e+00 1.890988e+00 1.831682e+00 1.768664e+00 1.878593e+00
#> 3401 3402 3403 3404 3405
#> 2.050289e+00 1.763222e+00 1.743059e+00 2.025136e+00 2.005490e+00
#> 3406 3407 3408 3409 3410
#> 1.992716e+00 2.205851e+00 1.813347e+00 2.004446e+00 1.792176e+00
#> 3411 3412 3413 3414 3415
#> 1.797009e+00 1.748005e+00 1.815739e+00 2.006618e+00 2.002811e+00
#> 3416 3417 3418 3419 3420
#> 1.968703e+00 1.907208e+00 1.837559e+00 1.886257e+00 1.985215e+00
#> 3421 3422 3423 3424 3425
#> 2.033901e+00 2.042617e+00 1.936016e+00 1.850252e+00 1.901708e+00
#> 3426 3427 3428 3429 3430
#> 1.940202e+00 2.006882e+00 1.800537e+00 1.992894e+00 1.629872e+00
#> 3431 3432 3433 3434 3435
#> 2.048489e+00 1.918513e+00 1.825147e+00 1.756332e+00 1.926185e+00
#> 3436 3437 3438 3439 3440
#> 1.832460e+00 1.952125e+00 1.737032e+00 1.880615e+00 1.975138e+00
#> 3441 3442 3443 3444 3445
#> 2.118570e+00 1.788660e+00 1.930558e+00 1.794672e+00 1.925692e+00
#> 3446 3447 3448 3449 3450
#> 2.040533e+00 1.808295e+00 1.896074e+00 1.961086e+00 1.976210e+00
#> 3451 3452 3453 3454 3455
#> 1.819542e+00 2.178505e+00 1.908304e+00 1.642553e+00 1.848079e+00
#> 3456 3457 3458 3459 3460
#> 1.950770e+00 1.938062e+00 1.800535e+00 1.827966e+00 1.959355e+00
#> 3461 3462 3463 3464 3465
#> 2.090693e+00 1.816280e+00 1.622016e+00 1.787275e+00 1.726993e+00
#> 3466 3467 3468 3469 3470
#> 1.828904e+00 1.965806e+00 1.985090e+00 1.904752e+00 1.952961e+00
#> 3471 3472 3473 3474 3475
#> 2.037626e+00 2.216072e+00 1.867430e+00 1.947190e+00 1.781157e+00
#> 3476 3477 3478 3479 3480
#> 1.860274e+00 2.038799e+00 1.831147e+00 1.804389e+00 1.678659e+00
#> 3481 3482 3483 3484 3485
#> 1.892406e+00 1.813768e+00 1.749834e+00 1.908499e+00 1.974643e+00
#> 3486 3487 3488 3489 3490
#> 2.034587e+00 2.071242e+00 1.846382e+00 1.969536e+00 1.780329e+00
#> 3491 3492 3493 3494 3495
#> 1.942058e+00 1.910538e+00 2.026441e+00 1.775411e+00 1.904904e+00
#> 3496 3497 3498 3499 3500
#> 1.864225e+00 1.954436e+00 1.841832e+00 2.171884e+00 1.929667e+00
#> 3501 3502 3503 3504 3505
#> 1.823717e+00 1.942493e+00 1.676698e+00 1.722420e+00 2.136612e+00
#> 3506 3507 3508 3509 3510
#> 1.794058e+00 1.995845e+00 1.922459e+00 1.929651e+00 1.999223e+00
#> 3511 3512 3513 3514 3515
#> 1.928391e+00 1.894656e+00 1.918536e+00 2.004836e+00 1.955587e+00
#> 3516 3517 3518 3519 3520
#> 1.773055e+00 1.896208e+00 1.764078e+00 2.036459e+00 1.907046e+00
#> 3521 3522 3523 3524 3525
#> 1.902885e+00 1.807181e+00 1.869265e+00 1.874362e+00 1.889868e+00
#> 3526 3527 3528 3529 3530
#> 2.125303e+00 1.800557e+00 2.096332e+00 1.713927e+00 1.972948e+00
#> 3531 3532 3533 3534 3535
#> 2.091255e+00 1.882724e+00 1.839595e+00 2.026433e+00 1.826863e+00
#> 3536 3537 3538 3539 3540
#> 2.031723e+00 1.940382e+00 1.869447e+00 2.104707e+00 1.810730e+00
#> 3541 3542 3543 3544 3545
#> 1.996687e+00 2.092236e+00 1.804411e+00 1.844450e+00 1.811801e+00
#> 3546 3547 3548 3549 3550
#> 1.950689e+00 2.002042e+00 1.816170e+00 1.958512e+00 2.122988e+00
#> 3551 3552 3553 3554 3555
#> 1.650465e+00 2.238491e+00 2.006810e+00 1.799041e+00 1.942944e+00
#> 3556 3557 3558 3559 3560
#> 2.130346e+00 2.066611e+00 1.794183e+00 2.015291e+00 1.865533e+00
#> 3561 3562 3563 3564 3565
#> 1.908347e+00 1.741042e+00 1.806990e+00 1.789893e+00 1.949095e+00
#> 3566 3567 3568 3569 3570
#> 1.884145e+00 1.861072e+00 1.886833e+00 2.075509e+00 1.903544e+00
#> 3571 3572 3573 3574 3575
#> 2.065230e+00 1.830139e+00 1.741135e+00 2.019006e+00 1.968821e+00
#> 3576 3577 3578 3579 3580
#> 1.879860e+00 2.145343e+00 1.943751e+00 1.885636e+00 2.023766e+00
#> 3581 3582 3583 3584 3585
#> 1.841551e+00 1.907395e+00 1.774560e+00 1.745796e+00 1.724765e+00
#> 3586 3587 3588 3589 3590
#> 2.135866e+00 1.994048e+00 2.148087e+00 1.656649e+00 1.926244e+00
#> 3591 3592 3593 3594 3595
#> 1.712354e+00 1.905849e+00 1.906224e+00 1.832332e+00 1.963116e+00
#> 3596 3597 3598 3599 3600
#> 1.861936e+00 1.866685e+00 2.199217e+00 1.927583e+00 1.858623e+00
#> 3601 3602 3603 3604 3605
#> 1.973966e+00 1.719992e+00 2.022171e+00 1.682427e+00 1.894512e+00
#> 3606 3607 3608 3609 3610
#> 1.787954e+00 1.886171e+00 1.925408e+00 1.799703e+00 1.968789e+00
#> 3611 3612 3613 3614 3615
#> 1.824541e+00 1.994929e+00 2.048136e+00 1.976667e+00 1.837225e+00
#> 3616 3617 3618 3619 3620
#> 1.809923e+00 2.075459e+00 2.155339e+00 1.859502e+00 1.867399e+00
#> 3621 3622 3623 3624 3625
#> 2.058891e+00 1.848686e+00 2.029680e+00 2.049233e+00 1.892268e+00
#> 3626 3627 3628 3629 3630
#> 1.995753e+00 1.961686e+00 2.222018e+00 2.012563e+00 1.684914e+00
#> 3631 3632 3633 3634 3635
#> 1.737953e+00 1.889355e+00 2.186355e+00 1.976778e+00 2.113982e+00
#> 3636 3637 3638 3639 3640
#> 1.728362e+00 2.000728e+00 1.975052e+00 2.019513e+00 1.935377e+00
#> 3641 3642 3643 3644 3645
#> 1.878706e+00 2.095716e+00 1.963840e+00 1.884629e+00 1.935597e+00
#> 3646 3647 3648 3649 3650
#> 1.808703e+00 2.105280e+00 1.942394e+00 2.104140e+00 1.998578e+00
#> 3651 3652 3653 3654 3655
#> 1.783136e+00 1.849985e+00 1.836797e+00 1.954324e+00 1.788515e+00
#> 3656 3657 3658 3659 3660
#> 1.842677e+00 1.959222e+00 2.050727e+00 1.845315e+00 1.988095e+00
#> 3661 3662 3663 3664 3665
#> 2.036781e+00 2.024717e+00 2.010347e+00 2.126719e+00 2.064204e+00
#> 3666 3667 3668 3669 3670
#> 2.110496e+00 1.711145e+00 1.956146e+00 2.040305e+00 2.068820e+00
#> 3671 3672 3673 3674 3675
#> 1.968396e+00 1.946556e+00 1.926068e+00 1.836204e+00 1.836195e+00
#> 3676 3677 3678 3679 3680
#> 1.833041e+00 1.850754e+00 1.906681e+00 1.946672e+00 2.115659e+00
#> 3681 3682 3683 3684 3685
#> 1.941291e+00 2.086427e+00 1.710709e+00 1.949835e+00 1.763588e+00
#> 3686 3687 3688 3689 3690
#> 2.052099e+00 2.019310e+00 1.865748e+00 1.917887e+00 1.899438e+00
#> 3691 3692 3693 3694 3695
#> 2.023625e+00 1.951513e+00 1.915332e+00 2.112786e+00 1.883597e+00
#> 3696 3697 3698 3699 3700
#> 1.995965e+00 1.943191e+00 2.015411e+00 1.995237e+00 1.792800e+00
#> 3701 3702 3703 3704 3705
#> 1.769902e+00 2.042291e+00 1.734676e+00 1.816256e+00 1.992979e+00
#> 3706 3707 3708 3709 3710
#> 1.992300e+00 1.920874e+00 1.732997e+00 2.095286e+00 2.007357e+00
#> 3711 3712 3713 3714 3715
#> 2.129178e+00 1.854064e+00 2.059820e+00 2.059830e+00 1.913429e+00
#> 3716 3717 3718 3719 3720
#> 2.039732e+00 1.869210e+00 2.123402e+00 1.686996e+00 1.881360e+00
#> 3721 3722 3723 3724 3725
#> 1.780127e+00 1.933344e+00 2.048292e+00 1.997341e+00 1.871571e+00
#> 3726 3727 3728 3729 3730
#> 2.127702e+00 1.869901e+00 2.055342e+00 1.894443e+00 2.031773e+00
#> 3731 3732 3733 3734 3735
#> 1.936417e+00 1.892971e+00 1.989376e+00 1.761753e+00 1.878595e+00
#> 3736 3737 3738 3739 3740
#> 1.957042e+00 1.845399e+00 2.058622e+00 1.760641e+00 1.870234e+00
#> 3741 3742 3743 3744 3745
#> 1.789034e+00 1.824738e+00 1.643290e+00 1.889708e+00 1.784678e+00
#> 3746 3747 3748 3749 3750
#> 2.039629e+00 1.882180e+00 2.104463e+00 1.900364e+00 2.022212e+00
#> 3751 3752 3753 3754 3755
#> 1.959514e+00 2.214638e+00 1.859597e+00 1.866559e+00 1.876617e+00
#> 3756 3757 3758 3759 3760
#> 1.807891e+00 2.064129e+00 1.923794e+00 2.000627e+00 1.814163e+00
#> 3761 3762 3763 3764 3765
#> 1.917523e+00 1.813211e+00 1.875280e+00 1.902900e+00 1.959306e+00
#> 3766 3767 3768 3769 3770
#> 1.710867e+00 1.888594e+00 1.940202e+00 2.031720e+00 1.899012e+00
#> 3771 3772 3773 3774 3775
#> 1.961805e+00 1.715964e+00 1.900478e+00 1.985772e+00 2.100106e+00
#> 3776 3777 3778 3779 3780
#> 1.865481e+00 1.734617e+00 1.804486e+00 1.982247e+00 1.690104e+00
#> 3781 3782 3783 3784 3785
#> 2.121609e+00 1.915019e+00 2.185340e+00 1.947072e+00 2.046259e+00
#> 3786 3787 3788 3789 3790
#> 1.828006e+00 2.087345e+00 1.952380e+00 1.929463e+00 2.014429e+00
#> 3791 3792 3793 3794 3795
#> 1.798833e+00 1.844179e+00 2.045643e+00 2.032817e+00 1.853851e+00
#> 3796 3797 3798 3799 3800
#> 1.803973e+00 1.684951e+00 2.083324e+00 1.882951e+00 1.809048e+00
#> 3801 3802 3803 3804 3805
#> 1.693133e+00 1.879694e+00 1.767310e+00 1.846791e+00 1.889789e+00
#> 3806 3807 3808 3809 3810
#> 1.939954e+00 1.850805e+00 1.993749e+00 1.952634e+00 1.930347e+00
#> 3811 3812 3813 3814 3815
#> 1.975993e+00 1.787728e+00 2.029788e+00 1.931994e+00 1.970028e+00
#> 3816 3817 3818 3819 3820
#> 1.964233e+00 1.827691e+00 2.117696e+00 1.911924e+00 1.907268e+00
#> 3821 3822 3823 3824 3825
#> 1.705021e+00 2.170449e+00 2.007391e+00 1.947303e+00 1.998011e+00
#> 3826 3827 3828 3829 3830
#> 1.710569e+00 2.020616e+00 1.956045e+00 2.113064e+00 2.009788e+00
#> 3831 3832 3833 3834 3835
#> 1.867022e+00 1.925177e+00 1.944022e+00 2.033477e+00 2.008973e+00
#> 3836 3837 3838 3839 3840
#> 1.785626e+00 1.906270e+00 1.799573e+00 1.965961e+00 2.222487e+00
#> 3841 3842 3843 3844 3845
#> 1.763818e+00 1.712828e+00 1.863334e+00 1.891591e+00 1.855253e+00
#> 3846 3847 3848 3849 3850
#> 1.847346e+00 2.199434e+00 2.010497e+00 1.852108e+00 1.612728e+00
#> 3851 3852 3853 3854 3855
#> 2.067354e+00 1.950232e+00 1.825719e+00 1.792374e+00 1.779792e+00
#> 3856 3857 3858 3859 3860
#> 1.664796e+00 1.823382e+00 1.953136e+00 1.850558e+00 1.592390e+00
#> 3861 3862 3863 3864 3865
#> 1.887675e+00 1.982119e+00 1.889077e+00 1.961735e+00 2.140301e+00
#> 3866 3867 3868 3869 3870
#> 1.920968e+00 2.034080e+00 1.808264e+00 1.887068e+00 1.828588e+00
#> 3871 3872 3873 3874 3875
#> 2.074056e+00 1.892795e+00 2.073927e+00 2.070952e+00 2.075520e+00
#> 3876 3877 3878 3879 3880
#> 2.079131e+00 1.856517e+00 1.679045e+00 1.901075e+00 1.974609e+00
#> 3881 3882 3883 3884 3885
#> 1.887670e+00 1.707869e+00 1.901636e+00 1.955920e+00 1.956171e+00
#> 3886 3887 3888 3889 3890
#> 1.803031e+00 1.883693e+00 2.037516e+00 1.861521e+00 2.229333e+00
#> 3891 3892 3893 3894 3895
#> 1.929903e+00 1.778590e+00 1.852407e+00 1.944557e+00 1.846521e+00
#> 3896 3897 3898 3899 3900
#> 1.790016e+00 2.132215e+00 1.975212e+00 1.909746e+00 2.018277e+00
#> 3901 3902 3903 3904 3905
#> 1.838465e+00 1.928138e+00 1.870667e+00 2.023592e+00 1.805824e+00
#> 3906 3907 3908 3909 3910
#> 2.000567e+00 1.962661e+00 1.845410e+00 2.107915e+00 1.933196e+00
#> 3911 3912 3913 3914 3915
#> 2.030103e+00 1.779714e+00 1.836200e+00 1.925137e+00 1.818886e+00
#> 3916 3917 3918 3919 3920
#> 1.782985e+00 1.846235e+00 2.071777e+00 1.866392e+00 1.808467e+00
#> 3921 3922 3923 3924 3925
#> 1.753330e+00 1.875159e+00 1.927682e+00 1.753565e+00 2.128311e+00
#> 3926 3927 3928 3929 3930
#> 1.998184e+00 2.052995e+00 1.789279e+00 2.156422e+00 1.986748e+00
#> 3931 3932 3933 3934 3935
#> 1.836230e+00 1.723754e+00 2.052517e+00 1.786511e+00 1.969999e+00
#> 3936 3937 3938 3939 3940
#> 1.873724e+00 1.837829e+00 2.015343e+00 1.823643e+00 1.836997e+00
#> 3941 3942 3943 3944 3945
#> 2.234305e+00 2.065456e+00 1.966708e+00 1.831055e+00 2.080166e+00
#> 3946 3947 3948 3949 3950
#> 1.848149e+00 1.841848e+00 1.757239e+00 1.950586e+00 1.888131e+00
#> 3951 3952 3953 3954 3955
#> 1.875335e+00 1.967053e+00 1.928555e+00 1.835325e+00 2.150521e+00
#> 3956 3957 3958 3959 3960
#> 1.917560e+00 1.909839e+00 1.976217e+00 1.857251e+00 1.955509e+00
#> 3961 3962 3963 3964 3965
#> 1.750994e+00 1.740893e+00 1.883879e+00 2.038303e+00 2.062453e+00
#> 3966 3967 3968 3969 3970
#> 1.945083e+00 1.930707e+00 1.894004e+00 2.071502e+00 1.754760e+00
#> 3971 3972 3973 3974 3975
#> 1.885903e+00 1.838069e+00 1.981567e+00 1.696584e+00 1.850734e+00
#> 3976 3977 3978 3979 3980
#> 1.966406e+00 1.950009e+00 1.822338e+00 1.847568e+00 1.907621e+00
#> 3981 3982 3983 3984 3985
#> 2.083007e+00 1.936960e+00 2.033095e+00 2.044503e+00 1.983367e+00
#> 3986 3987 3988 3989 3990
#> 1.797441e+00 1.932535e+00 1.877246e+00 2.180502e+00 1.897641e+00
#> 3991 3992 3993 3994 3995
#> 1.861508e+00 1.876718e+00 2.066415e+00 1.846189e+00 2.048362e+00
#> 3996 3997 3998 3999 4000
#> 1.819854e+00 1.978689e+00 1.985643e+00 1.961544e+00 2.093263e+00
#> 4001 4002 4003 4004 4005
#> 2.134171e+00 1.885834e+00 1.768358e+00 1.843249e+00 1.810518e+00
#> 4006 4007 4008 4009 4010
#> 1.941161e+00 1.942163e+00 1.943526e+00 1.841981e+00 1.791940e+00
#> 4011 4012 4013 4014 4015
#> 2.148611e+00 1.947937e+00 1.887267e+00 1.677412e+00 1.804342e+00
#> 4016 4017 4018 4019 4020
#> 2.020407e+00 2.094709e+00 1.943714e+00 1.954147e+00 2.082997e+00
#> 4021 4022 4023 4024 4025
#> 2.002056e+00 1.725766e+00 1.855849e+00 2.088377e+00 2.003705e+00
#> 4026 4027 4028 4029 4030
#> 1.653264e+00 1.947906e+00 1.788358e+00 2.021790e+00 2.056662e+00
#> 4031 4032 4033 4034 4035
#> 1.959519e+00 1.735952e+00 1.758030e+00 2.041320e+00 2.136746e+00
#> 4036 4037 4038 4039 4040
#> 1.715553e+00 1.746465e+00 1.932635e+00 2.054005e+00 1.954422e+00
#> 4041 4042 4043 4044 4045
#> 1.833391e+00 2.224086e+00 2.011444e+00 1.895063e+00 2.024050e+00
#> 4046 4047 4048 4049 4050
#> 2.024762e+00 1.820210e+00 1.886233e+00 2.051086e+00 2.008016e+00
#> 4051 4052 4053 4054 4055
#> 1.762476e+00 2.055801e+00 1.922735e+00 1.932595e+00 1.764356e+00
#> 4056 4057 4058 4059 4060
#> 1.829895e+00 1.733189e+00 1.915590e+00 1.976379e+00 2.089898e+00
#> 4061 4062 4063 4064 4065
#> 2.205017e+00 2.129853e+00 1.956145e+00 1.996178e+00 2.107383e+00
#> 4066 4067 4068 4069 4070
#> 1.848052e+00 1.967994e+00 1.946012e+00 1.939201e+00 2.015222e+00
#> 4071 4072 4073 4074 4075
#> 1.956680e+00 1.954714e+00 1.830873e+00 1.970108e+00 1.996591e+00
#> 4076 4077 4078 4079 4080
#> 1.953545e+00 1.723641e+00 1.812842e+00 1.852419e+00 2.035563e+00
#> 4081 4082 4083 4084 4085
#> 1.937522e+00 1.995038e+00 1.931394e+00 2.183898e+00 1.916275e+00
#> 4086 4087 4088 4089 4090
#> 1.944236e+00 1.796528e+00 1.792564e+00 1.850600e+00 1.709426e+00
#> 4091 4092 4093 4094 4095
#> 1.884127e+00 1.784502e+00 2.045880e+00 2.116356e+00 1.889261e+00
#> 4096 4097 4098 4099 4100
#> 1.956668e+00 1.872090e+00 1.765074e+00 1.822233e+00 1.819657e+00
#> 4101 4102 4103 4104 4105
#> 1.859874e+00 1.755253e+00 1.881345e+00 2.075171e+00 1.747779e+00
#> 4106 4107 4108 4109 4110
#> 1.947092e+00 1.760366e+00 2.090651e+00 1.865380e+00 2.021345e+00
#> 4111 4112 4113 4114 4115
#> 1.855505e+00 1.737400e+00 1.769432e+00 1.815002e+00 2.009918e+00
#> 4116 4117 4118 4119 4120
#> 1.914502e+00 2.039699e+00 2.110863e+00 1.701390e+00 1.994333e+00
#> 4121 4122 4123 4124 4125
#> 2.000355e+00 1.916651e+00 1.827110e+00 1.959406e+00 1.711355e+00
#> 4126 4127 4128 4129 4130
#> 2.022897e+00 2.068287e+00 1.984223e+00 2.078001e+00 1.920278e+00
#> 4131 4132 4133 4134 4135
#> 2.248153e+00 2.026136e+00 1.909964e+00 1.980946e+00 1.864415e+00
#> 4136 4137 4138 4139 4140
#> 1.873591e+00 2.074707e+00 1.912960e+00 1.688203e+00 1.740193e+00
#> 4141 4142 4143 4144 4145
#> 1.990538e+00 1.980225e+00 1.739770e+00 2.006000e+00 1.830839e+00
#> 4146 4147 4148 4149 4150
#> 1.869760e+00 1.969808e+00 1.968344e+00 1.970086e+00 1.885906e+00
#> 4151 4152 4153 4154 4155
#> 2.094530e+00 2.015459e+00 1.659484e+00 1.937888e+00 2.100084e+00
#> 4156 4157 4158 4159 4160
#> 2.029454e+00 1.998762e+00 1.995348e+00 1.772580e+00 1.971018e+00
#> 4161 4162 4163 4164 4165
#> 1.860176e+00 1.896799e+00 2.067882e+00 1.994981e+00 1.991379e+00
#> 4166 4167 4168 4169 4170
#> 1.975366e+00 1.759418e+00 2.166043e+00 2.029540e+00 1.867587e+00
#> 4171 4172 4173 4174 4175
#> 2.145053e+00 1.969152e+00 1.821412e+00 1.794345e+00 1.848936e+00
#> 4176 4177 4178 4179 4180
#> 1.803070e+00 1.819069e+00 1.880152e+00 1.962291e+00 1.842493e+00
#> 4181 4182 4183 4184 4185
#> 1.798219e+00 1.979401e+00 1.866604e+00 1.999603e+00 1.892465e+00
#> 4186 4187 4188 4189 4190
#> 1.903932e+00 1.946651e+00 1.898948e+00 2.102154e+00 1.770829e+00
#> 4191 4192 4193 4194 4195
#> 2.077663e+00 1.874914e+00 1.773431e+00 1.873654e+00 1.707108e+00
#> 4196 4197 4198 4199 4200
#> 1.955685e+00 2.086968e+00 1.715243e+00 1.940253e+00 1.853200e+00
#> 4201 4202 4203 4204 4205
#> 1.830323e+00 1.936882e+00 1.907352e+00 2.115955e+00 1.979127e+00
#> 4206 4207 4208 4209 4210
#> 1.936167e+00 1.779826e+00 2.029727e+00 1.924903e+00 1.915796e+00
#> 4211 4212 4213 4214 4215
#> 2.072383e+00 1.965766e+00 1.949822e+00 1.947627e+00 1.888668e+00
#> 4216 4217 4218 4219 4220
#> 1.946649e+00 1.881861e+00 2.094219e+00 2.020648e+00 1.814492e+00
#> 4221 4222 4223 4224 4225
#> 1.950358e+00 2.082976e+00 1.958247e+00 1.921401e+00 1.964303e+00
#> 4226 4227 4228 4229 4230
#> 1.837161e+00 1.846314e+00 1.650326e+00 1.601041e+00 1.815397e+00
#> 4231 4232 4233 4234 4235
#> 1.772263e+00 1.799917e+00 1.997043e+00 2.010766e+00 2.072967e+00
#> 4236 4237 4238 4239 4240
#> 2.080023e+00 2.043311e+00 2.069057e+00 2.007164e+00 1.944337e+00
#> 4241 4242 4243 4244 4245
#> 1.994127e+00 1.813561e+00 1.948831e+00 1.794313e+00 1.749752e+00
#> 4246 4247 4248 4249 4250
#> 2.014491e+00 1.827420e+00 1.914414e+00 1.722666e+00 2.174902e+00
#> 4251 4252 4253 4254 4255
#> 1.974903e+00 1.931318e+00 1.780782e+00 1.851486e+00 2.002484e+00
#> 4256 4257 4258 4259 4260
#> 1.677033e+00 2.142978e+00 1.779483e+00 1.890350e+00 2.069025e+00
#> 4261 4262 4263 4264 4265
#> 2.127171e+00 1.735696e+00 2.036806e+00 2.048513e+00 1.789143e+00
#> 4266 4267 4268 4269 4270
#> 1.867273e+00 1.838739e+00 1.656350e+00 2.130223e+00 1.836154e+00
#> 4271 4272 4273 4274 4275
#> 2.091767e+00 1.947289e+00 1.630614e+00 1.862414e+00 1.947551e+00
#> 4276 4277 4278 4279 4280
#> 1.977916e+00 2.088255e+00 1.800388e+00 2.047635e+00 2.032727e+00
#> 4281 4282 4283 4284 4285
#> 1.953727e+00 1.975182e+00 1.953466e+00 1.917964e+00 1.897140e+00
#> 4286 4287 4288 4289 4290
#> 1.965051e+00 1.836230e+00 1.762759e+00 2.000819e+00 1.711071e+00
#> 4291 4292 4293 4294 4295
#> 1.880265e+00 1.963246e+00 2.016545e+00 1.936714e+00 1.986771e+00
#> 4296 4297 4298 4299 4300
#> 1.825983e+00 1.863615e+00 2.100241e+00 1.950847e+00 1.812892e+00
#> 4301 4302 4303 4304 4305
#> 1.910835e+00 2.007550e+00 1.910182e+00 2.069285e+00 1.759550e+00
#> 4306 4307 4308 4309 4310
#> 1.771184e+00 1.945451e+00 1.933898e+00 1.994160e+00 1.804206e+00
#> 4311 4312 4313 4314 4315
#> 1.929576e+00 2.287380e+00 1.941982e+00 2.032236e+00 1.947576e+00
#> 4316 4317 4318 4319 4320
#> 1.949225e+00 1.826687e+00 1.900581e+00 1.890661e+00 1.737563e+00
#> 4321 4322 4323 4324 4325
#> 2.046700e+00 1.982963e+00 1.686274e+00 1.844692e+00 1.977470e+00
#> 4326 4327 4328 4329 4330
#> 1.970810e+00 1.956429e+00 2.020413e+00 2.001912e+00 2.123249e+00
#> 4331 4332 4333 4334 4335
#> 1.903765e+00 1.894657e+00 1.929759e+00 1.907907e+00 1.877353e+00
#> 4336 4337 4338 4339 4340
#> 1.769574e+00 1.982504e+00 1.907768e+00 1.914132e+00 1.702288e+00
#> 4341 4342 4343 4344 4345
#> 1.839301e+00 2.093974e+00 2.074563e+00 1.791865e+00 1.719080e+00
#> 4346 4347 4348 4349 4350
#> 1.929105e+00 2.006465e+00 2.019282e+00 1.934296e+00 1.659587e+00
#> 4351 4352 4353 4354 4355
#> 2.174104e+00 1.867744e+00 1.863997e+00 1.699727e+00 1.918364e+00
#> 4356 4357 4358 4359 4360
#> 2.077221e+00 2.002505e+00 1.919553e+00 2.044235e+00 1.976746e+00
#> 4361 4362 4363 4364 4365
#> 1.715639e+00 2.080043e+00 2.000338e+00 1.771997e+00 2.076321e+00
#> 4366 4367 4368 4369 4370
#> 1.827070e+00 2.277449e+00 1.975365e+00 1.895237e+00 1.921596e+00
#> 4371 4372 4373 4374 4375
#> 1.816623e+00 2.066628e+00 1.871757e+00 1.848395e+00 2.022008e+00
#> 4376 4377 4378 4379 4380
#> 1.771681e+00 1.986471e+00 1.891394e+00 1.971866e+00 1.779575e+00
#> 4381 4382 4383 4384 4385
#> 2.102381e+00 2.108038e+00 1.830892e+00 1.894673e+00 2.047023e+00
#> 4386 4387 4388 4389 4390
#> 1.859345e+00 1.998343e+00 2.089871e+00 1.829153e+00 2.015521e+00
#> 4391 4392 4393 4394 4395
#> 1.978863e+00 1.926427e+00 2.025933e+00 2.058020e+00 1.852811e+00
#> 4396 4397 4398 4399 4400
#> 1.873727e+00 1.883348e+00 1.870775e+00 2.090234e+00 1.876092e+00
#> 4401 4402 4403 4404 4405
#> 1.840501e+00 1.829505e+00 1.848286e+00 1.692761e+00 2.006280e+00
#> 4406 4407 4408 4409 4410
#> 1.683545e+00 2.038793e+00 2.053636e+00 1.873010e+00 1.927041e+00
#> 4411 4412 4413 4414 4415
#> 2.084741e+00 1.990373e+00 1.846726e+00 1.945460e+00 1.947485e+00
#> 4416 4417 4418 4419 4420
#> 1.916040e+00 1.874584e+00 2.003618e+00 1.855528e+00 2.053613e+00
#> 4421 4422 4423 4424 4425
#> 2.133819e+00 1.886033e+00 1.859594e+00 1.914258e+00 1.951500e+00
#> 4426 4427 4428 4429 4430
#> 1.836717e+00 2.035248e+00 1.877804e+00 1.960245e+00 1.912440e+00
#> 4431 4432 4433 4434 4435
#> 1.996244e+00 1.859242e+00 1.874831e+00 1.977477e+00 1.854395e+00
#> 4436 4437 4438 4439 4440
#> 1.850075e+00 1.674680e+00 1.842653e+00 1.848422e+00 2.083205e+00
#> 4441 4442 4443 4444 4445
#> 1.905119e+00 2.106908e+00 1.830970e+00 1.852583e+00 1.982347e+00
#> 4446 4447 4448 4449 4450
#> 1.641116e+00 1.978939e+00 1.906096e+00 1.973912e+00 1.844911e+00
#> 4451 4452 4453 4454 4455
#> 1.949594e+00 1.965968e+00 2.025049e+00 2.118281e+00 2.081101e+00
#> 4456 4457 4458 4459 4460
#> 1.961183e+00 1.808727e+00 1.928254e+00 2.004615e+00 1.740867e+00
#> 4461 4462 4463 4464 4465
#> 1.934561e+00 1.813746e+00 2.055176e+00 1.951283e+00 1.716330e+00
#> 4466 4467 4468 4469 4470
#> 1.939943e+00 1.951033e+00 1.844218e+00 2.265403e+00 1.953599e+00
#> 4471 4472 4473 4474 4475
#> 1.906797e+00 1.832814e+00 2.088095e+00 1.812842e+00 1.884653e+00
#> 4476 4477 4478 4479 4480
#> 1.843442e+00 2.049543e+00 1.876755e+00 1.688148e+00 1.955642e+00
#> 4481 4482 4483 4484 4485
#> 1.821433e+00 1.982193e+00 2.106171e+00 1.721698e+00 1.846089e+00
#> 4486 4487 4488 4489 4490
#> 1.948067e+00 2.090871e+00 1.981542e+00 1.765417e+00 1.722717e+00
#> 4491 4492 4493 4494 4495
#> 2.084180e+00 2.007101e+00 1.928179e+00 1.946851e+00 1.778120e+00
#> 4496 4497 4498 4499 4500
#> 1.830970e+00 1.812176e+00 1.821631e+00 1.975324e+00 1.880349e+00
#> 4501 4502 4503 4504 4505
#> 1.958258e+00 1.816990e+00 2.037662e+00 2.050844e+00 2.003427e+00
#> 4506 4507 4508 4509 4510
#> 1.657828e+00 2.078981e+00 1.754928e+00 2.000857e+00 1.829088e+00
#> 4511 4512 4513 4514 4515
#> 2.105462e+00 1.941405e+00 1.954387e+00 1.770126e+00 2.150284e+00
#> 4516 4517 4518 4519 4520
#> 1.770104e+00 1.894203e+00 1.934080e+00 1.852874e+00 2.029308e+00
#> 4521 4522 4523 4524 4525
#> 1.889198e+00 1.709674e+00 1.767962e+00 1.931590e+00 2.012210e+00
#> 4526 4527 4528 4529 4530
#> 1.802369e+00 1.922090e+00 1.934546e+00 1.908105e+00 2.059059e+00
#> 4531 4532 4533 4534 4535
#> 1.680810e+00 1.858039e+00 1.925274e+00 1.870894e+00 1.923481e+00
#> 4536 4537 4538 4539 4540
#> 2.093347e+00 1.944968e+00 2.032558e+00 2.022396e+00 1.906953e+00
#> 4541 4542 4543 4544 4545
#> 1.869477e+00 1.764796e+00 1.800765e+00 1.800129e+00 2.123772e+00
#> 4546 4547 4548 4549 4550
#> 2.117926e+00 1.993803e+00 1.651144e+00 1.867338e+00 1.865330e+00
#> 4551 4552 4553 4554 4555
#> 2.127656e+00 1.868990e+00 1.783101e+00 1.994984e+00 1.996300e+00
#> 4556 4557 4558 4559 4560
#> 2.119911e+00 1.965733e+00 1.925654e+00 2.018213e+00 1.761338e+00
#> 4561 4562 4563 4564 4565
#> 1.961538e+00 1.973688e+00 1.841910e+00 2.041529e+00 2.024627e+00
#> 4566 4567 4568 4569 4570
#> 1.916652e+00 1.791711e+00 1.858475e+00 1.982392e+00 2.027832e+00
#> 4571 4572 4573 4574 4575
#> 2.014881e+00 1.818332e+00 1.820879e+00 1.795097e+00 1.910707e+00
#> 4576 4577 4578 4579 4580
#> 1.919875e+00 1.975495e+00 1.818921e+00 1.942995e+00 1.805779e+00
#> 4581 4582 4583 4584 4585
#> 2.104814e+00 2.017764e+00 2.178277e+00 1.993993e+00 2.004488e+00
#> 4586 4587 4588 4589 4590
#> 2.065909e+00 1.838368e+00 2.002268e+00 1.848577e+00 1.976315e+00
#> 4591 4592 4593 4594 4595
#> 2.017487e+00 2.034298e+00 1.850122e+00 1.992251e+00 1.879217e+00
#> 4596 4597 4598 4599 4600
#> 1.750973e+00 1.990508e+00 1.982155e+00 1.837680e+00 1.823679e+00
#> 4601 4602 4603 4604 4605
#> 2.010127e+00 1.970005e+00 1.846009e+00 2.173234e+00 1.905862e+00
#> 4606 4607 4608 4609 4610
#> 2.066876e+00 1.779955e+00 1.711956e+00 1.858582e+00 1.797722e+00
#> 4611 4612 4613 4614 4615
#> 2.093696e+00 2.053601e+00 1.802725e+00 1.774744e+00 1.667964e+00
#> 4616 4617 4618 4619 4620
#> 1.890572e+00 2.060932e+00 1.673515e+00 1.868425e+00 1.898693e+00
#> 4621 4622 4623 4624 4625
#> 1.848624e+00 1.876925e+00 1.856088e+00 2.015375e+00 2.172525e+00
#> 4626 4627 4628 4629 4630
#> 1.985448e+00 1.701767e+00 1.864842e+00 2.030726e+00 1.982465e+00
#> 4631 4632 4633 4634 4635
#> 1.826878e+00 1.868813e+00 1.871732e+00 1.841195e+00 1.742386e+00
#> 4636 4637 4638 4639 4640
#> 2.104334e+00 1.940178e+00 1.933170e+00 2.008958e+00 1.832623e+00
#> 4641 4642 4643 4644 4645
#> 1.987494e+00 1.864958e+00 1.945897e+00 1.849437e+00 1.726734e+00
#> 4646 4647 4648 4649 4650
#> 1.979190e+00 2.153653e+00 1.818535e+00 2.102001e+00 1.962792e+00
#> 4651 4652 4653 4654 4655
#> 1.917096e+00 2.173564e+00 1.919354e+00 1.639904e+00 1.975427e+00
#> 4656 4657 4658 4659 4660
#> 1.834512e+00 2.001884e+00 2.006984e+00 1.968962e+00 1.793915e+00
#> 4661 4662 4663 4664 4665
#> 1.871447e+00 2.037848e+00 1.876236e+00 2.018184e+00 1.974474e+00
#> 4666 4667 4668 4669 4670
#> 1.910341e+00 1.895360e+00 1.963236e+00 1.922106e+00 1.760707e+00
#> 4671 4672 4673 4674 4675
#> 2.005813e+00 1.975871e+00 1.953390e+00 2.006992e+00 1.802841e+00
#> 4676 4677 4678 4679 4680
#> 1.966132e+00 1.924047e+00 1.903558e+00 1.695013e+00 1.717925e+00
#> 4681 4682 4683 4684 4685
#> 1.959641e+00 1.843315e+00 2.022330e+00 1.823941e+00 1.890505e+00
#> 4686 4687 4688 4689 4690
#> 1.965253e+00 1.888885e+00 1.976870e+00 1.792755e+00 1.852484e+00
#> 4691 4692 4693 4694 4695
#> 2.009989e+00 1.995489e+00 1.849664e+00 2.059230e+00 1.840065e+00
#> 4696 4697 4698 4699 4700
#> 1.848740e+00 1.858812e+00 1.882907e+00 1.877325e+00 1.899472e+00
#> 4701 4702 4703 4704 4705
#> 1.893704e+00 1.780996e+00 1.896759e+00 1.854407e+00 1.869456e+00
#> 4706 4707 4708 4709 4710
#> 2.085732e+00 1.847334e+00 2.104794e+00 1.989920e+00 1.913479e+00
#> 4711 4712 4713 4714 4715
#> 1.759706e+00 1.905176e+00 1.934459e+00 1.686746e+00 1.811130e+00
#> 4716 4717 4718 4719 4720
#> 2.112376e+00 1.848669e+00 1.982126e+00 1.834736e+00 2.076571e+00
#> 4721 4722 4723 4724 4725
#> 2.016411e+00 2.033264e+00 1.813600e+00 1.939429e+00 1.938770e+00
#> 4726 4727 4728 4729 4730
#> 1.992751e+00 2.098106e+00 1.719109e+00 2.082410e+00 1.608863e+00
#> 4731 4732 4733 4734 4735
#> 1.834593e+00 1.903327e+00 1.860055e+00 1.806448e+00 1.979166e+00
#> 4736 4737 4738 4739 4740
#> 1.717130e+00 2.001173e+00 1.836515e+00 1.892097e+00 1.841530e+00
#> 4741 4742 4743 4744 4745
#> 1.950946e+00 1.850465e+00 1.717932e+00 1.844686e+00 2.094115e+00
#> 4746 4747 4748 4749 4750
#> 1.810861e+00 1.954441e+00 1.927936e+00 1.826554e+00 2.140892e+00
#> 4751 4752 4753 4754 4755
#> 2.002050e+00 1.857440e+00 2.007415e+00 1.949796e+00 1.912514e+00
#> 4756 4757 4758 4759 4760
#> 1.896060e+00 1.913734e+00 2.016016e+00 1.951383e+00 1.744850e+00
#> 4761 4762 4763 4764 4765
#> 2.006160e+00 2.090511e+00 1.905787e+00 1.862590e+00 1.902185e+00
#> 4766 4767 4768 4769 4770
#> 1.759513e+00 1.740520e+00 1.955227e+00 2.123535e+00 1.754446e+00
#> 4771 4772 4773 4774 4775
#> 1.928593e+00 1.809820e+00 1.972826e+00 2.038081e+00 1.733842e+00
#> 4776 4777 4778 4779 4780
#> 1.770747e+00 1.996815e+00 1.934976e+00 1.976746e+00 1.795764e+00
#> 4781 4782 4783 4784 4785
#> 1.932578e+00 1.997307e+00 1.904964e+00 1.848196e+00 1.741369e+00
#> 4786 4787 4788 4789 4790
#> 1.827582e+00 1.949976e+00 1.715125e+00 2.091508e+00 1.902752e+00
#> 4791 4792 4793 4794 4795
#> 1.851791e+00 1.829938e+00 1.856285e+00 1.775372e+00 1.793545e+00
#> 4796 4797 4798 4799 4800
#> 1.700554e+00 2.133599e+00 1.933383e+00 1.943336e+00 1.941609e+00
#> 4801 4802 4803 4804 4805
#> 2.119860e+00 1.697698e+00 1.779902e+00 2.064859e+00 2.085052e+00
#> 4806 4807 4808 4809 4810
#> 2.033357e+00 1.841289e+00 2.035769e+00 2.137329e+00 2.026701e+00
#> 4811 4812 4813 4814 4815
#> 1.945729e+00 1.889025e+00 2.053224e+00 1.966418e+00 1.848813e+00
#> 4816 4817 4818 4819 4820
#> 1.756756e+00 1.931919e+00 1.755813e+00 1.982633e+00 1.950696e+00
#> 4821 4822 4823 4824 4825
#> 1.958770e+00 1.971284e+00 2.098862e+00 1.716366e+00 1.712789e+00
#> 4826 4827 4828 4829 4830
#> 2.051693e+00 2.130350e+00 1.761808e+00 1.880229e+00 1.822894e+00
#> 4831 4832 4833 4834 4835
#> 1.923905e+00 2.046858e+00 1.847925e+00 1.831345e+00 1.936587e+00
#> 4836 4837 4838 4839 4840
#> 1.899181e+00 1.886047e+00 2.134761e+00 2.108494e+00 1.898157e+00
#> 4841 4842 4843 4844 4845
#> 2.015104e+00 1.909036e+00 2.203775e+00 1.968015e+00 1.927246e+00
#> 4846 4847 4848 4849 4850
#> 1.993609e+00 1.968567e+00 1.943617e+00 2.111917e+00 1.886100e+00
#> 4851 4852 4853 4854 4855
#> 2.144982e+00 1.954309e+00 1.801166e+00 2.245521e+00 2.210915e+00
#> 4856 4857 4858 4859 4860
#> 2.228318e+00 1.940444e+00 1.769795e+00 1.853037e+00 1.973998e+00
#> 4861 4862 4863 4864 4865
#> 1.766275e+00 1.761221e+00 2.032461e+00 1.938063e+00 1.809288e+00
#> 4866 4867 4868 4869 4870
#> 1.902355e+00 1.867894e+00 1.883853e+00 1.841304e+00 1.898834e+00
#> 4871 4872 4873 4874 4875
#> 1.924673e+00 1.942636e+00 1.991967e+00 1.862456e+00 1.802882e+00
#> 4876 4877 4878 4879 4880
#> 1.853951e+00 1.996967e+00 1.926397e+00 1.992139e+00 1.853721e+00
#> 4881 4882 4883 4884 4885
#> 1.838832e+00 1.902523e+00 1.992228e+00 2.023776e+00 1.969102e+00
#> 4886 4887 4888 4889 4890
#> 1.899833e+00 1.861678e+00 2.105921e+00 2.040814e+00 1.780446e+00
#> 4891 4892 4893 4894 4895
#> 2.009873e+00 1.980293e+00 2.017832e+00 1.977166e+00 1.975228e+00
#> 4896 4897 4898 4899 4900
#> 1.848344e+00 2.102766e+00 1.911492e+00 1.919509e+00 1.894200e+00
#> 4901 4902 4903 4904 4905
#> 2.083224e+00 1.955877e+00 1.946910e+00 1.975103e+00 1.944292e+00
#> 4906 4907 4908 4909 4910
#> 1.794882e+00 2.038451e+00 2.132737e+00 2.022428e+00 1.671853e+00
#> 4911 4912 4913 4914 4915
#> 1.959341e+00 1.891343e+00 2.023715e+00 1.993158e+00 1.925486e+00
#> 4916 4917 4918 4919 4920
#> 2.060557e+00 1.815630e+00 1.773659e+00 2.011779e+00 1.931052e+00
#> 4921 4922 4923 4924 4925
#> 1.875974e+00 1.942043e+00 1.834389e+00 2.111391e+00 2.021439e+00
#> 4926 4927 4928 4929 4930
#> 2.022724e+00 1.780024e+00 2.002453e+00 1.807977e+00 2.043170e+00
#> 4931 4932 4933 4934 4935
#> 1.944296e+00 1.819077e+00 2.008858e+00 1.917072e+00 1.928355e+00
#> 4936 4937 4938 4939 4940
#> 1.869025e+00 1.980932e+00 1.911731e+00 2.244588e+00 1.948970e+00
#> 4941 4942 4943 4944 4945
#> 1.828460e+00 1.824036e+00 1.834936e+00 1.612152e+00 1.933968e+00
#> 4946 4947 4948 4949 4950
#> 1.933471e+00 1.928634e+00 1.965088e+00 2.117071e+00 1.979537e+00
#> 4951 4952 4953 4954 4955
#> 1.813450e+00 1.875217e+00 2.048207e+00 2.074557e+00 1.833752e+00
#> 4956 4957 4958 4959 4960
#> 2.072773e+00 1.844103e+00 1.928960e+00 2.017482e+00 1.999460e+00
#> 4961 4962 4963 4964 4965
#> 1.979099e+00 2.073221e+00 1.941210e+00 2.014582e+00 1.873880e+00
#> 4966 4967 4968 4969 4970
#> 1.923675e+00 1.815702e+00 1.891451e+00 1.722378e+00 1.786593e+00
#> 4971 4972 4973 4974 4975
#> 1.963718e+00 1.823932e+00 2.066088e+00 1.851331e+00 2.028824e+00
#> 4976 4977 4978 4979 4980
#> 1.932852e+00 1.828898e+00 1.974210e+00 2.008524e+00 1.881665e+00
#> 4981 4982 4983 4984 4985
#> 1.887068e+00 1.960297e+00 2.050087e+00 1.902769e+00 1.889529e+00
#> 4986 4987 4988 4989 4990
#> 1.893722e+00 2.165756e+00 2.037789e+00 1.902067e+00 1.894056e+00
#> 4991 4992 4993 4994 4995
#> 1.865510e+00 1.921527e+00 1.610507e+00 1.955564e+00 1.934518e+00
#> 4996 4997 4998 4999 5000
#> 1.883117e+00 2.046015e+00 1.898977e+00 2.160874e+00 1.855698e+00
# predict at newdata
newdata <- bind_mediation(exper)
predict_across(
outcome_model(fit),
newdata[seq_len(5), ],
c("outcome_1", "outcome_2")
)
#> # A tibble: 5 × 2
#> outcome_1 outcome_2
#> <dbl> <dbl>
#> 1 0.184 -0.218
#> 2 0.189 -0.223
#> 3 -0.0496 0.0799
#> 4 0.0856 -0.0921
#> 5 0.204 -0.242