These methods facilitate fairly straightforward predictions
and simulations from wbm models.
Usage
# S3 method for wbm
predict(
object,
newdata = NULL,
se.fit = FALSE,
raw = FALSE,
use.re.var = FALSE,
re.form = NULL,
type = c("link", "response"),
allow.new.levels = TRUE,
na.action = na.pass,
...
)
# S3 method for wbm
simulate(
object,
nsim = 1,
seed = NULL,
use.u = FALSE,
newdata = NULL,
raw = FALSE,
newparams = NULL,
re.form = NA,
type = c("link", "response"),
allow.new.levels = FALSE,
na.action = na.pass,
...
)Arguments
- object
a fitted model object
- newdata
data frame for which to evaluate predictions.
- se.fit
Include standard errors with the predictions? Note that these standard errors by default include only fixed effects variance. See details for more info. Default is FALSE.
- raw
Is
newdataamerModmodel frame orpanel_data? TRUE indicates amerMod-style newdata, with all of the extra columns created bywbm.- use.re.var
If
se.fitis TRUE, include random effects variance in standard errors? Default is FALSE.- re.form
(formula,
NULL, orNA) specify which random effects to condition on when predicting. IfNULL, include all random effects; ifNAor~0, include no random effects.- type
character string - either
"link", the default, or"response"indicating the type of prediction object returned.- allow.new.levels
logical if new levels (or NA values) in
newdataare allowed. If FALSE (default), such new values innewdatawill trigger an error; if TRUE, then the prediction will use the unconditional (population-level) values for data with previously unobserved levels (or NAs).- na.action
functiondetermining what should be done with missing values for fixed effects innewdata. The default is to predictNA: seena.pass.- ...
When
bootandse.fitare TRUE, any additional arguments are passed tolme4::bootMer().- nsim
positive integer scalar - the number of responses to simulate.
- seed
an optional seed to be used in
set.seedimmediately before the simulation so as to generate a reproducible sample.- use.u
(logical) if
TRUE, generate a simulation conditional on the current random-effects estimates; ifFALSEgenerate new Normally distributed random-effects values. (Redundant withre.form, which is preferred:TRUEcorresponds tore.form = NULL(condition on all random effects), whileFALSEcorresponds tore.form = ~0(condition on none of the random effects).)- newparams
new parameters to use in evaluating predictions, specified as in the
startparameter forlmerorglmer-- a list with componentsthetaandbetaand (for LMMs or GLMMs that estimate a scale parameter)sigma
Examples
data("WageData")
wages <- panel_data(WageData, id = id, wave = t)
model <- wbm(lwage ~ lag(union) + wks, data = wages)
# By default, assumes you're using the processed data for newdata
predict(model)
#> 1 2 3 4 5 6 7 8
#> 5.517739 5.522721 5.524382 5.519400 5.531025 5.536007 6.570775 6.560811
#> 9 10 11 12 13 14 15 16
#> 6.618618 6.565793 6.554168 6.565793 6.538659 6.540320 6.536999 6.536999
#> 17 18 19 20 21 22 23 24
#> 6.536999 6.546963 6.152707 6.152707 6.147725 6.156029 6.142743 6.152707
#> 25 26 27 28 29 30 31 32
#> 7.231077 7.241041 7.224434 7.176591 7.176591 7.173269 7.491710 7.491710
#> 33 34 35 36 37 38 39 40
#> 7.491710 7.496693 7.495032 7.491710 5.982628 5.980967 5.985949 5.984289
#> 41 42 43 44 45 46 47 48
#> 5.984289 5.982628 6.512471 6.512471 6.512471 6.522436 6.510810 6.510810
#> 49 50 51 52 53 54 55 56
#> 7.148488 7.145166 7.148488 7.148488 7.155131 7.148488 6.393416 6.395077
#> 57 58 59 60 61 62 63 64
#> 6.398398 6.400059 6.415006 6.405041 7.223344 7.228327 7.228327 7.225005
#> 65 66 67 68 69 70 71 72
#> 7.274828 7.225005 6.861596 6.859935 6.859935 6.859935 6.859935 6.861596
#> 73 74 75 76 77 78 79 80
#> 7.630431 7.627110 7.630431 7.630431 7.633753 7.633753 7.307389 7.307389
#> 81 82 83 84 85 86 87 88
#> 7.309050 7.309050 7.309050 7.309050 5.768173 5.764851 5.768173 5.764851
#> 89 90 91 92 93 94 95 96
#> 5.776477 5.764851 5.428018 5.431339 5.431339 5.428018 5.428018 5.429678
#> 97 98 99 100 101 102 103 104
#> 7.030700 7.029039 7.027379 7.025718 7.034022 7.032361 8.336246 8.334585
#> 105 106 107 108 109 110 111 112
#> 8.334585 8.334585 8.332924 8.334585 6.710576 6.708915 6.713898 6.713898
#> 113 114 115 116 117 118 119 120
#> 6.750435 6.725523 7.377348 7.377348 7.379009 7.379009 7.377348 7.379009
#> 121 122 123 124 125 126 127 128
#> 5.819861 5.814878 5.814878 5.816539 5.821521 5.826504 6.906967 6.908627
#> 129 130 131 132 133 134 135 136
#> 6.905306 6.903645 6.897002 6.903645 8.431190 8.429529 8.431190 8.434512
#> 137 138 139 140 141 142 143 144
#> 8.436172 8.431190 4.780106 4.780106 4.778445 4.783428 4.780106 4.834592
#> 145 146 147 148 149 150 151 152
#> 6.898416 6.896755 6.900077 6.900077 6.898416 6.895094 7.386841 7.383520
#> 153 154 155 156 157 158 159 160
#> 7.385181 7.386841 7.386841 7.385181 7.432815 7.439458 7.436136 7.436136
#> 161 162 163 164 165 166 167 168
#> 7.444440 7.480977 6.713583 6.713583 6.713583 6.713583 6.715244 6.715244
#> 169 170 171 172 173 174 175 176
#> 7.929907 7.929907 7.929907 7.928246 7.929907 7.929907 6.200510 6.198849
#> 177 178 179 180 181 182 183 184
#> 6.197189 6.197189 6.203832 6.197189 7.911141 7.911141 7.912802 7.919445
#> 185 186 187 188 189 190 191 192
#> 7.912802 7.916123 8.227316 8.227316 8.228977 8.227316 8.230638 8.230638
#> 193 194 195 196 197 198 199 200
#> 7.679049 7.672406 7.679049 7.677389 7.674067 7.675728 5.368546 5.368546
#> 201 202 203 204 205 206 207 208
#> 5.366885 5.365224 5.368546 5.371867 6.855624 6.857284 6.855624 6.880535
#> 209 210 211 212 213 214 215 216
#> 6.857284 6.862267 7.298455 7.293473 7.293473 7.296794 7.293473 7.308420
#> 217 218 219 220 221 222 223 224
#> 7.446219 7.441237 7.442898 7.441237 7.444558 7.442898 5.950087 5.951748
#> 225 226 227 228 229 230 231 232
#> 5.951748 5.950087 5.951748 5.950087 6.579269 6.584251 6.580930 6.580930
#> 233 234 235 236 237 238 239 240
#> 6.577608 6.579269 6.923282 6.934908 6.929925 6.909996 6.913318 6.909996
#> 241 242 243 244 245 246 247 248
#> 8.043956 8.043956 8.043956 8.043956 8.047277 8.048938 6.786339 6.769731
#> 249 250 251 252 253 254 255 256
#> 6.771392 6.784678 6.771392 6.773053 7.469961 7.468301 7.466640 7.471622
#> 257 258 259 260 261 262 263 264
#> 7.473283 7.466640 7.859814 7.859814 7.861475 7.863136 7.863136 7.863136
#> 265 266 267 268 269 270 271 272
#> 6.299886 6.299886 6.299886 6.299886 6.299886 6.301547 6.147968 6.141325
#> 273 274 275 276 277 278 279 280
#> 6.142986 6.141325 6.142986 6.142986 7.377463 7.379124 7.379124 7.379124
#> 281 282 283 284 285 286 287 288
#> 7.380785 7.379124 7.587978 7.587978 7.587978 7.591299 7.602925 7.589639
#> 289 290 291 292 293 294 295 296
#> 8.313473 8.311812 8.310151 8.311812 8.308491 8.310151 6.553717 6.557038
#> 297 298 299 300 301 302 303 304
#> 6.548734 6.552056 6.575307 6.581950 8.431155 8.431155 8.432816 8.431155
#> 305 306 307 308 309 310 311 312
#> 8.432816 8.437798 7.861420 7.861420 7.863081 7.863081 7.863081 7.861420
#> 313 314 315 316 317 318 319 320
#> 7.326326 7.327987 7.326326 7.327987 7.329648 7.327987 6.912618 6.914279
#> 321 322 323 324 325 326 327 328
#> 6.914279 6.917600 6.917600 6.915940 7.222885 7.222885 7.226206 7.224545
#> 329 330 331 332 333 334 335 336
#> 7.226206 7.227867 6.074989 6.070006 6.070006 6.076649 6.073328 6.073328
#> 337 338 339 340 341 342 343 344
#> 6.062539 6.062539 6.062539 6.065860 6.064199 6.064199 7.109164 7.122450
#> 345 346 347 348 349 350 351 352
#> 7.109164 7.056339 7.109164 7.109164 7.999909 8.001570 8.003230 8.004891
#> 353 354 355 356 357 358 359 360
#> 8.001570 8.004891 5.572753 5.564449 5.556146 5.557806 5.559467 5.566110
#> 361 362 363 364 365 366 367 368
#> 7.160871 7.108046 7.109707 7.156208 7.124654 7.149565 7.261023 7.261023
#> 369 370 371 372 373 374 375 376
#> 7.261023 7.262684 7.262684 7.262684 8.029370 8.027709 8.029370 8.029370
#> 377 378 379 380 381 382 383 384
#> 8.031030 8.027709 6.454353 6.449371 6.451032 6.456014 6.452693 6.447710
#> 385 386 387 388 389 390 391 392
#> 6.995044 6.993383 6.991723 7.008330 6.993383 6.993383 6.556875 6.560196
#> 393 394 395 396 397 398 399 400
#> 6.556875 6.560196 6.565178 6.558535 5.840121 5.841781 5.840121 5.840121
#> 401 402 403 404 405 406 407 408
#> 5.840121 5.841781 6.705823 6.714127 6.709144 6.705823 6.705823 6.707484
#> 409 410 411 412 413 414 415 416
#> 6.697143 6.695482 6.695482 6.695482 6.693822 6.693822 6.879688 6.878027
#> 417 418 419 420 421 422 423 424
#> 6.878027 6.879688 6.879688 6.879688 7.369381 7.369381 7.371042 7.374363
#> 425 426 427 428 429 430 431 432
#> 7.371042 7.371042 6.892009 6.888687 6.892009 6.892009 6.892009 6.888687
#> 433 434 435 436 437 438 439 440
#> 6.929709 6.929709 6.931370 6.933031 6.933031 6.933031 4.799989 4.799989
#> 441 442 443 444 445 446 447 448
#> 4.809953 4.801650 4.801650 4.798328 5.819561 5.819561 5.864401 5.821221
#> 449 450 451 452 453 454 455 456
#> 5.819561 5.826204 5.277118 5.272136 5.275457 5.277118 5.329943 5.326622
#> 457 458 459 460 461 462 463 464
#> 5.567704 5.569365 5.571026 5.589294 5.605902 5.589294 5.487148 5.497113
#> 465 466 467 468 469 470 471 472
#> 5.493791 5.492130 5.490470 5.490470 4.923102 4.923102 4.923102 4.944691
#> 473 474 475 476 477 478 479 480
#> 4.923102 4.923102 7.182105 7.182105 7.182105 7.182105 7.182105 7.182105
#> 481 482 483 484 485 486 487 488
#> 6.906532 6.908193 6.904871 6.904871 6.852046 6.850385 7.030313 7.038617
#> 489 490 491 492 493 494 495 496
#> 7.048582 7.030313 7.028653 7.051903 6.117151 6.115491 6.123795 6.113830
#> 497 498 499 500 501 502 503 504
#> 6.115491 6.117151 6.691234 6.667983 6.671304 6.666322 6.691234 6.669644
#> 505 506 507 508 509 510 511 512
#> 6.197892 6.196231 6.196231 6.199553 6.196231 6.197892 6.637413 6.655681
#> 513 514 515 516 517 518 519 520
#> 6.637413 6.654020 6.634091 6.639073 7.027617 7.055850 7.025956 7.032599
#> 521 522 523 524 525 526 527 528
#> 7.027617 7.027617 6.911910 6.911910 6.911910 6.911910 6.913571 6.910250
#> 529 530 531 532 533 534 535 536
#> 6.221271 6.216289 6.216289 6.217949 6.217949 6.217949 6.036393 6.036393
#> 537 538 539 540 541 542 543 544
#> 6.036393 6.038054 6.038054 6.034732 6.999407 6.967853 6.951245 6.951245
#> 545 546 547 548 549 550 551 552
#> 6.962870 6.964531 6.746817 6.753460 6.765085 6.748478 6.799961 6.697313
#> 553 554 555 556 557 558 559 560
#> 6.280561 6.199503 6.201164 6.253989 6.260632 6.285543 7.373128 7.369807
#> 561 562 563 564 565 566 567 568
#> 7.373128 7.369807 7.364825 7.376450 6.447583 6.469173 6.449244 6.450905
#> 569 570 571 572 573 574 575 576
#> 6.449244 6.449244 7.986805 7.986805 7.988466 7.988466 7.990126 7.988466
#> 577 578 579 580 581 582 583 584
#> 6.274580 6.274580 6.276240 6.276240 6.276240 6.277901 7.403941 7.403941
#> 585 586 587 588 589 590 591 592
#> 7.403941 7.407263 7.407263 7.407263 5.386107 5.384446 5.392750 5.389428
#> 593 594 595 596 597 598 599 600
#> 5.392750 5.386107 6.085601 6.085601 6.085601 6.087262 6.085601 6.085601
#> 601 602 603 604 605 606 607 608
#> 7.253096 7.271364 7.254757 7.259739 7.258078 7.256418 7.395243 7.396904
#> 609 610 611 612 613 614 615 616
#> 7.398564 7.396904 7.396904 7.396904 7.047883 7.032936 7.034597 7.036258
#> 617 618 619 620 621 622 623 624
#> 7.036258 7.034597 5.330941 5.332602 5.332602 5.332602 5.334262 5.335923
#> 625 626 627 628 629 630 631 632
#> 7.201408 7.203069 7.201408 7.199747 7.204730 7.203069 6.547316 6.548977
#> 633 634 635 636 637 638 639 640
#> 6.550638 6.550638 6.552299 6.550638 7.668839 7.668839 7.673822 7.680465
#> 641 642 643 644 645 646 647 648
#> 7.678804 7.670500 6.530503 6.487643 6.533825 6.535486 6.537146 6.540468
#> 649 650 651 652 653 654 655 656
#> 7.503296 7.450471 7.452132 7.452132 7.452132 7.448810 6.806925 6.806925
#> 657 658 659 660 661 662 663 664
#> 6.806925 6.805264 6.805264 6.816890 6.600928 6.600928 6.600928 6.597607
#> 665 666 667 668 669 670 671 672
#> 6.595946 6.600928 7.629908 7.629908 7.631569 7.634890 7.634890 7.631569
#> 673 674 675 676 677 678 679 680
#> 8.004272 7.981022 7.984343 7.984343 7.999290 7.999290 6.109721 6.109721
#> 681 682 683 684 685 686 687 688
#> 6.109721 6.111382 6.111382 6.111382 7.281909 7.281909 7.281909 7.281909
#> 689 690 691 692 693 694 695 696
#> 7.281909 7.283569 7.140237 7.141898 7.143558 7.140237 7.141898 7.143558
#> 697 698 699 700 701 702 703 704
#> 6.816175 6.864017 6.859035 6.864017 6.883947 6.857374 6.918905 6.918905
#> 705 706 707 708 709 710 711 712
#> 6.920566 6.930530 6.927209 6.920566 9.030735 9.029074 9.032396 9.027414
#> 713 714 715 716 717 718 719 720
#> 9.030735 9.030735 6.822981 6.822981 6.824642 6.822981 6.822981 6.824642
#> 721 722 723 724 725 726 727 728
#> 8.054791 8.054791 8.056451 8.054791 8.053130 8.054791 7.037452 7.037452
#> 729 730 731 732 733 734 735 736
#> 7.035791 7.037452 7.035791 7.034130 6.881996 6.870371 6.875353 6.875353
#> 737 738 739 740 741 742 743 744
#> 6.888639 6.905247 7.776068 7.777728 7.777728 7.777728 7.777728 7.781050
#> 745 746 747 748 749 750 751 752
#> 6.442900 6.442900 6.442900 6.442900 6.442900 6.442900 6.237438 6.240760
#> 753 754 755 756 757 758 759 760
#> 6.237438 6.237438 6.239099 6.235778 7.625439 7.625439 7.630421 7.625439
#> 761 762 763 764 765 766 767 768
#> 7.623778 7.643707 6.213520 6.180304 6.233129 6.234790 6.246416 6.248076
#> 769 770 771 772 773 774 775 776
#> 5.914982 5.913322 5.913322 5.913322 5.913322 5.913322 6.837996 6.836335
#> 777 778 779 780 781 782 783 784
#> 6.836335 6.836335 6.836335 6.836335 6.882190 6.878869 6.878869 6.882190
#> 785 786 787 788 789 790 791 792
#> 6.890494 6.885512 8.033038 8.034699 8.034699 8.033038 8.041342 8.034699
#> 793 794 795 796 797 798 799 800
#> 6.711952 6.711952 6.711952 6.711952 6.711952 6.728560 5.739197 5.734215
#> 801 802 803 804 805 806 807 808
#> 5.737536 5.737536 5.739197 5.737536 7.300947 7.304269 7.302608 7.302608
#> 809 810 811 812 813 814 815 816
#> 7.302608 7.302608 7.697044 7.698705 7.697044 7.700366 7.703687 7.702026
#> 817 818 819 820 821 822 823 824
#> 7.192899 7.192899 7.192899 7.191238 7.192899 7.191238 8.056095 8.056095
#> 825 826 827 828 829 830 831 832
#> 8.054434 8.061077 8.056095 8.057755 7.063165 7.063165 7.064826 7.063165
#> 833 834 835 836 837 838 839 840
#> 7.066487 7.066487 6.583430 6.583430 6.581769 6.583430 6.600037 6.576786
#> 841 842 843 844 845 846 847 848
#> 5.717937 5.716276 5.706312 5.707972 5.707972 5.709633 7.008825 7.003842
#> 849 850 851 852 853 854 855 856
#> 7.005503 7.005503 7.005503 7.005503 6.723825 6.723825 6.723825 6.725486
#> 857 858 859 860 861 862 863 864
#> 6.725486 6.725486 6.600860 6.602521 6.602521 6.602521 6.604182 6.604182
#> 865 866 867 868 869 870 871 872
#> 7.582748 7.582748 7.582748 7.582748 7.582748 7.582748 7.603502 7.603502
#> 873 874 875 876 877 878 879 880
#> 7.603502 7.603502 7.603502 7.603502 7.158863 7.158863 7.158863 7.160524
#> 881 882 883 884 885 886 887 888
#> 7.157202 7.160524 6.252693 6.252693 6.257676 6.251033 6.252693 6.254354
#> 889 890 891 892 893 894 895 896
#> 7.045390 7.045390 7.045390 7.040408 7.045390 7.043730 6.806504 6.814808
#> 897 898 899 900 901 902 903 904
#> 6.789896 6.801522 6.798200 6.859648 6.511743 6.518386 6.513404 6.511743
#> 905 906 907 908 909 910 911 912
#> 6.515065 6.518386 4.733937 4.727294 4.735598 4.797046 4.797046 4.748884
#> 913 914 915 916 917 918 919 920
#> 6.248751 6.228822 6.230482 6.273662 6.227161 6.230482 7.116825 7.106860
#> 921 922 923 924 925 926 927 928
#> 7.115164 7.116825 7.105199 7.108521 7.285986 7.282664 7.282664 7.282664
#> 929 930 931 932 933 934 935 936
#> 7.282664 7.282664 7.114643 7.114643 7.114643 7.112982 7.112982 7.112982
#> 937 938 939 940 941 942 943 944
#> 6.652280 6.655601 6.655601 6.653940 6.653940 6.653940 7.044970 7.044970
#> 945 946 947 948 949 950 951 952
#> 7.044970 7.044970 7.044970 7.044970 6.522791 6.522791 6.517809 6.524452
#> 953 954 955 956 957 958 959 960
#> 6.521130 6.522791 7.250513 7.252174 7.253834 7.252174 7.252174 7.258817
#> 961 962 963 964 965 966 967 968
#> 6.410751 6.410751 6.410751 6.410751 6.420716 6.410751 5.937667 5.919399
#> 969 970 971 972 973 974 975 976
#> 5.919399 5.916078 5.916078 5.919399 6.039581 6.041242 6.044564 6.044564
#> 977 978 979 980 981 982 983 984
#> 6.042903 6.044564 6.203150 6.196507 6.196507 6.203150 6.204810 6.211454
#> 985 986 987 988 989 990 991 992
#> 6.254441 6.254441 6.254441 6.271049 6.257763 6.262745 7.308635 7.308635
#> 993 994 995 996 997 998 999 1000
#> 7.310295 7.316938 7.306974 7.308635 4.724861 4.714896 4.688324 4.688324
#> 1001 1002 1003 1004 1005 1006 1007 1008
#> 4.726521 4.708253 7.857224 7.853902 7.900084 7.900084 7.847259 7.843938
#> 1009 1010 1011 1012 1013 1014 1015 1016
#> 7.948262 7.946601 7.946601 7.946601 7.949923 7.948262 5.284767 5.281445
#> 1017 1018 1019 1020 1021 1022 1023 1024
#> 5.279784 5.276463 5.281445 5.281445 5.774956 5.776617 5.778278 5.784921
#> 1025 1026 1027 1028 1029 1030 1031 1032
#> 5.773296 5.813154 7.742267 7.742267 7.743928 7.740606 7.738945 7.737285
#> 1033 1034 1035 1036 1037 1038 1039 1040
#> 8.050430 8.050430 8.045447 8.053751 8.047108 8.055412 6.840096 6.858364
#> 1041 1042 1043 1044 1045 1046 1047 1048
#> 6.830131 6.826810 6.825149 6.826810 5.928620 5.931942 5.930281 5.931942
#> 1049 1050 1051 1052 1053 1054 1055 1056
#> 5.928620 5.930281 7.066930 7.066930 7.066930 7.066930 7.068591 7.071913
#> 1057 1058 1059 1060 1061 1062 1063 1064
#> 6.374069 6.379052 6.377391 6.380712 6.372409 6.375730 6.136065 6.134404
#> 1065 1066 1067 1068 1069 1070 1071 1072
#> 6.132744 6.131083 6.137726 6.134404 5.550335 5.547013 5.545352 5.551995
#> 1073 1074 1075 1076 1077 1078 1079 1080
#> 5.548674 5.547013 6.868600 6.865278 6.865278 6.863617 6.865278 6.865278
#> 1081 1082 1083 1084 1085 1086 1087 1088
#> 7.537871 7.445188 7.446848 7.446848 7.446848 7.475081 5.441830 5.441830
#> 1089 1090 1091 1092 1093 1094 1095 1096
#> 5.443491 5.443491 5.443491 5.441830 4.560794 4.555812 4.560794 4.562455
#> 1097 1098 1099 1100 1101 1102 1103 1104
#> 4.557473 4.552490 6.922185 6.922185 6.922185 6.922185 6.922185 6.975010
#> 1105 1106 1107 1108 1109 1110 1111 1112
#> 6.946376 6.948036 6.948036 6.951358 6.951358 6.949697 7.713064 7.713064
#> 1113 1114 1115 1116 1117 1118 1119 1120
#> 7.711403 7.714724 7.714724 7.737975 7.430511 7.437154 7.468709 7.475352
#> 1121 1122 1123 1124 1125 1126 1127 1128
#> 7.432172 7.442136 7.126183 7.126183 7.126183 7.127843 7.129504 7.126183
#> 1129 1130 1131 1132 1133 1134 1135 1136
#> 7.291405 7.289744 7.291405 7.291405 7.291405 7.289744 6.522171 6.523832
#> 1137 1138 1139 1140 1141 1142 1143 1144
#> 6.523832 6.525493 6.523832 6.523832 6.141296 6.141296 6.141296 6.152922
#> 1145 1146 1147 1148 1149 1150 1151 1152
#> 6.157904 6.156243 6.716178 6.727803 6.772644 6.724482 6.719499 6.724482
#> 1153 1154 1155 1156 1157 1158 1159 1160
#> 7.829724 7.828063 7.831385 7.829724 7.824742 7.828063 6.757603 6.752621
#> 1161 1162 1163 1164 1165 1166 1167 1168
#> 6.752621 6.752621 6.747638 6.750960 6.732562 6.732562 6.732562 6.732562
#> 1169 1170 1171 1172 1173 1174 1175 1176
#> 6.730901 6.729241 6.473903 6.475564 6.477225 6.473903 6.473903 6.490511
#> 1177 1178 1179 1180 1181 1182 1183 1184
#> 5.371631 5.371631 5.371631 5.373291 5.374952 5.389899 7.111332 7.112993
#> 1185 1186 1187 1188 1189 1190 1191 1192
#> 7.116315 7.116315 7.116315 7.116315 6.810563 6.813884 6.810563 6.812223
#> 1193 1194 1195 1196 1197 1198 1199 1200
#> 6.813884 6.810563 6.396093 6.399415 6.399415 6.399415 6.450579 6.448918
#> 1201 1202 1203 1204 1205 1206 1207 1208
#> 6.255679 6.254019 6.255679 6.255679 6.259001 6.255679 5.734022 5.732361
#> 1209 1210 1211 1212 1213 1214 1215 1216
#> 5.732361 5.737343 5.734022 5.734022 5.501757 5.503418 5.505079 5.503418
#> 1217 1218 1219 1220 1221 1222 1223 1224
#> 5.503418 5.501757 6.831139 6.836122 6.794922 6.864355 6.837782 6.834461
#> 1225 1226 1227 1228 1229 1230 1231 1232
#> 7.026188 7.036152 7.046117 7.026188 7.049438 7.049438 7.952040 7.952040
#> 1233 1234 1235 1236 1237 1238 1239 1240
#> 7.953701 7.953701 7.953701 7.957023 7.965082 7.936849 7.936849 7.936849
#> 1241 1242 1243 1244 1245 1246 1247 1248
#> 7.936849 7.938510 5.013571 5.006928 5.061414 5.059753 5.074700 5.020214
#> 1249 1250 1251 1252 1253 1254 1255 1256
#> 6.799213 6.792569 6.794230 6.797552 6.799213 6.795891 6.885853 6.885853
#> 1257 1258 1259 1260 1261 1262 1263 1264
#> 6.885853 6.887513 6.890835 6.890835 7.801207 7.799546 7.799546 7.794564
#> 1265 1266 1267 1268 1269 1270 1271 1272
#> 7.799546 7.801207 7.643882 7.642221 7.642221 7.645543 7.642221 7.642221
#> 1273 1274 1275 1276 1277 1278 1279 1280
#> 7.368711 7.368711 7.365389 7.370371 7.368711 7.370371 6.222947 6.221287
#> 1281 1282 1283 1284 1285 1286 1287 1288
#> 6.221287 6.221287 6.221287 6.221287 5.743533 5.743533 5.750176 5.740211
#> 1289 1290 1291 1292 1293 1294 1295 1296
#> 5.741872 5.743533 7.503188 7.503188 7.503188 7.506510 7.504849 7.504849
#> 1297 1298 1299 1300 1301 1302 1303 1304
#> 5.882846 5.882846 5.881185 5.882846 5.884507 5.884507 6.431178 6.369730
#> 1305 1306 1307 1308 1309 1310 1311 1312
#> 6.369730 6.371391 6.369730 6.369730 7.510466 7.502162 7.554987 7.502162
#> 1313 1314 1315 1316 1317 1318 1319 1320
#> 7.551666 7.498841 6.931960 6.928638 6.930299 6.931960 6.925317 6.923656
#> 1321 1322 1323 1324 1325 1326 1327 1328
#> 7.589241 7.590902 7.648709 7.647049 7.647049 7.647049 5.452557 5.457539
#> 1329 1330 1331 1332 1333 1334 1335 1336
#> 5.469165 5.455879 5.450896 5.444253 6.192679 6.191018 6.192679 6.191018
#> 1337 1338 1339 1340 1341 1342 1343 1344
#> 6.192679 6.194340 7.563201 7.556558 7.546594 7.525004 7.533307 7.520021
#> 1345 1346 1347 1348 1349 1350 1351 1352
#> 6.374189 6.374189 6.374189 6.374189 6.374189 6.374189 5.197094 5.198755
#> 1353 1354 1355 1356 1357 1358 1359 1360
#> 5.203737 5.200416 5.212041 5.200416 7.115873 7.130820 7.122516 7.122516
#> 1361 1362 1363 1364 1365 1366 1367 1368
#> 7.122516 7.122516 7.185079 7.185079 7.185079 7.185079 7.185079 7.186739
#> 1369 1370 1371 1372 1373 1374 1375 1376
#> 7.057367 7.004542 7.057367 7.006202 7.001220 7.001220 6.436488 6.436488
#> 1377 1378 1379 1380 1381 1382 1383 1384
#> 6.436488 6.436488 6.436488 6.436488 8.576856 8.575195 8.576856 8.575195
#> 1385 1386 1387 1388 1389 1390 1391 1392
#> 8.576856 8.576856 7.292266 7.292266 7.295587 7.297248 7.346752 7.293926
#> 1393 1394 1395 1396 1397 1398 1399 1400
#> 7.139203 7.142524 7.137542 7.137542 7.093021 7.155810 6.315750 6.314089
#> 1401 1402 1403 1404 1405 1406 1407 1408
#> 6.314089 6.310768 6.314089 6.315750 5.588157 5.591478 5.588157 5.591478
#> 1409 1410 1411 1412 1413 1414 1415 1416
#> 5.601443 5.586496 7.710551 7.710551 7.710551 7.712212 7.712212 7.712212
#> 1417 1418 1419 1420 1421 1422 1423 1424
#> 6.213955 6.202329 6.213955 6.207312 6.207312 6.213955 7.163454 7.107307
#> 1425 1426 1427 1428 1429 1430 1431 1432
#> 7.110629 7.110629 7.113951 7.113951 8.616184 8.616184 8.616184 8.616184
#> 1433 1434 1435 1436 1437 1438 1439 1440
#> 8.616184 8.612862 7.749971 7.749971 7.749971 7.749971 7.749971 7.751632
#> 1441 1442 1443 1444 1445 1446 1447 1448
#> 6.809818 6.816461 6.819783 6.809818 6.818122 6.880911 5.308828 5.307167
#> 1449 1450 1451 1452 1453 1454 1455 1456
#> 5.315471 5.303846 5.308828 5.318793 7.679716 7.684698 7.679716 7.668090
#> 1457 1458 1459 1460 1461 1462 1463 1464
#> 7.669751 7.671412 6.448876 6.448876 6.457180 6.442233 6.442233 6.442233
#> 1465 1466 1467 1468 1469 1470 1471 1472
#> 6.531832 6.530171 6.521867 6.521867 6.521867 6.538475 6.424570 6.375067
#> 1473 1474 1475 1476 1477 1478 1479 1480
#> 6.402980 6.383051 6.394677 6.391355 4.872512 4.862547 4.862547 4.862547
#> 1481 1482 1483 1484 1485 1486 1487 1488
#> 4.862547 4.864208 4.992662 5.005948 4.991001 4.989340 4.992662 4.997644
#> 1489 1490 1491 1492 1493 1494 1495 1496
#> 6.947297 6.947297 6.948958 6.947297 6.948958 6.947297 5.984910 5.983249
#> 1497 1498 1499 1500 1501 1502 1503 1504
#> 5.983249 5.983249 5.983249 5.983249 6.261321 6.261321 6.259660 6.261321
#> 1505 1506 1507 1508 1509 1510 1511 1512
#> 6.259660 6.261321 8.186403 8.183081 8.184742 8.183081 8.184742 8.186403
#> 1513 1514 1515 1516 1517 1518 1519 1520
#> 6.716514 6.688281 6.688281 6.713192 6.688281 6.688281 6.410690 6.412350
#> 1521 1522 1523 1524 1525 1526 1527 1528
#> 6.410690 6.410690 6.410690 6.450548 6.147935 6.157580 6.135990 6.152597
#> 1529 1530 1531 1532 1533 1534 1535 1536
#> 6.140972 6.135990 6.816605 6.851162 6.851162 6.851162 6.852822 6.854483
#> 1537 1538 1539 1540 1541 1542 1543 1544
#> 7.145713 7.145713 7.145713 7.145713 7.145713 7.145713 6.683779 6.680457
#> 1545 1546 1547 1548 1549 1550 1551 1552
#> 6.682118 6.685439 6.673814 6.683779 5.613572 5.651770 5.615233 5.613572
#> 1553 1554 1555 1556 1557 1558 1559 1560
#> 5.615233 5.611911 7.168025 7.169685 7.169685 7.171346 7.171346 7.169685
#> 1561 1562 1563 1564 1565 1566 1567 1568
#> 6.687076 6.688736 6.708665 6.692058 6.695379 6.688736 7.397785 7.399446
#> 1569 1570 1571 1572 1573 1574 1575 1576
#> 7.397785 7.397785 7.396124 7.397785 6.282899 6.266291 6.261309 6.257988
#> 1577 1578 1579 1580 1581 1582 1583 1584
#> 6.256327 6.257988 6.529230 6.520926 6.527569 6.540855 6.502657 6.504318
#> 1585 1586 1587 1588 1589 1590 1591 1592
#> 7.203948 7.198966 7.197305 7.200627 7.198966 7.200627 7.525520 7.522198
#> 1593 1594 1595 1596 1597 1598 1599 1600
#> 7.525520 7.520537 7.522198 7.523859 6.942582 6.942582 6.944243 6.944243
#> 1601 1602 1603 1604 1605 1606 1607 1608
#> 6.945903 6.947564 5.773619 5.773619 5.775280 5.773619 5.771958 5.773619
#> 1609 1610 1611 1612 1613 1614 1615 1616
#> 7.106242 7.102921 7.104581 7.104581 7.107903 7.106242 8.726505 8.729826
#> 1617 1618 1619 1620 1621 1622 1623 1624
#> 8.729826 8.729826 8.729826 8.729826 6.638415 6.638415 6.638415 6.638415
#> 1625 1626 1627 1628 1629 1630 1631 1632
#> 6.638415 6.638415 6.908516 6.905194 6.908516 6.908516 6.906855 6.906855
#> 1633 1634 1635 1636 1637 1638 1639 1640
#> 6.700894 6.684286 6.689268 6.687607 6.687607 6.690929 7.089592 7.087931
#> 1641 1642 1643 1644 1645 1646 1647 1648
#> 7.089592 7.087931 7.089592 7.089592 6.485894 6.485894 6.485894 6.485894
#> 1649 1650 1651 1652 1653 1654 1655 1656
#> 6.485894 6.487555 6.827921 6.829582 6.842868 6.831243 6.834564 6.832903
#> 1657 1658 1659 1660 1661 1662 1663 1664
#> 6.820940 6.824262 6.822601 6.822601 6.822601 6.822601 7.702758 7.702758
#> 1665 1666 1667 1668 1669 1670 1671 1672
#> 7.702758 7.704419 7.701097 7.704419 7.105910 7.104249 7.104249 7.104249
#> 1673 1674 1675 1676 1677 1678 1679 1680
#> 7.104249 7.104249 5.706486 5.698182 5.701504 5.703164 5.704825 5.699843
#> 1681 1682 1683 1684 1685 1686 1687 1688
#> 6.822334 6.823995 6.822334 6.822334 6.822334 6.823995 7.174552 7.172891
#> 1689 1690 1691 1692 1693 1694 1695 1696
#> 7.172891 7.174552 7.179534 7.174552 7.306372 7.308033 7.308033 7.308033
#> 1697 1698 1699 1700 1701 1702 1703 1704
#> 7.309694 7.309694 6.529924 6.524941 6.526602 6.524941 6.524941 6.526602
#> 1705 1706 1707 1708 1709 1710 1711 1712
#> 6.831533 6.828211 6.828211 6.829872 6.829872 6.829872 6.609886 6.609886
#> 1713 1714 1715 1716 1717 1718 1719 1720
#> 6.608226 6.609886 6.557061 6.613208 6.883956 6.875652 6.875652 6.873991
#> 1721 1722 1723 1724 1725 1726 1727 1728
#> 6.890599 6.887277 7.458568 7.458568 7.458568 7.458568 7.461889 7.463550
#> 1729 1730 1731 1732 1733 1734 1735 1736
#> 8.323699 8.325360 8.325360 8.325360 8.325360 8.327021 6.111082 6.107761
#> 1737 1738 1739 1740 1741 1742 1743 1744
#> 6.109421 6.109421 6.111082 6.111082 7.063649 7.057006 7.058667 7.060327
#> 1745 1746 1747 1748 1749 1750 1751 1752
#> 7.061988 7.061988 7.015495 7.017156 7.017156 7.015495 7.017156 7.015495
#> 1753 1754 1755 1756 1757 1758 1759 1760
#> 6.379498 6.379498 6.379498 6.379498 6.379498 6.379498 6.267237 6.278862
#> 1761 1762 1763 1764 1765 1766 1767 1768
#> 6.265576 6.268897 6.267237 6.268897 6.913719 6.913719 6.917041 6.915380
#> 1769 1770 1771 1772 1773 1774 1775 1776
#> 6.915380 6.915380 6.359674 6.305188 6.305188 6.372960 6.354692 6.354692
#> 1777 1778 1779 1780 1781 1782 1783 1784
#> 6.630152 6.653402 6.684637 6.682977 6.684637 6.682977 6.067402 6.067402
#> 1785 1786 1787 1788 1789 1790 1791 1792
#> 6.069063 6.070723 6.067402 6.067402 6.223680 6.225340 6.223680 6.223680
#> 1793 1794 1795 1796 1797 1798 1799 1800
#> 6.223680 6.223680 6.110936 6.110936 6.117579 6.114257 6.117579 6.117579
#> 1801 1802 1803 1804 1805 1806 1807 1808
#> 6.914249 6.914249 6.915910 6.919231 6.919231 6.915910 6.693021 6.691360
#> 1809 1810 1811 1812 1813 1814 1815 1816
#> 6.689699 6.694681 6.694681 6.693021 6.668640 6.670301 6.670301 6.666979
#> 1817 1818 1819 1820 1821 1822 1823 1824
#> 6.670301 6.671962 6.085077 6.085077 6.085077 6.085077 6.085077 6.085077
#> 1825 1826 1827 1828 1829 1830 1831 1832
#> 7.483777 7.483777 7.483777 7.482116 7.487098 7.485438 6.319337 6.319337
#> 1833 1834 1835 1836 1837 1838 1839 1840
#> 6.320998 6.320998 6.320998 6.320998 6.767375 6.770697 6.775679 6.772358
#> 1841 1842 1843 1844 1845 1846 1847 1848
#> 6.775679 6.769036 6.893748 6.897069 6.897069 6.897069 6.907034 6.903713
#> 1849 1850 1851 1852 1853 1854 1855 1856
#> 5.724765 5.729748 5.690209 5.660315 5.681905 5.660315 6.538225 6.559815
#> 1857 1858 1859 1860 1861 1862 1863 1864
#> 6.538225 6.538225 6.538225 6.539885 6.784667 6.812900 6.839153 6.839153
#> 1865 1866 1867 1868 1869 1870 1871 1872
#> 6.850778 6.839153 6.889664 6.892985 6.889664 6.891325 6.889664 6.889664
#> 1873 1874 1875 1876 1877 1878 1879 1880
#> 6.498626 6.498626 6.500287 6.501948 6.501948 6.505269 6.430403 6.493192
#> 1881 1882 1883 1884 1885 1886 1887 1888
#> 6.483228 6.483228 6.484889 6.483228 6.521928 6.540196 6.521928 6.520267
#> 1889 1890 1891 1892 1893 1894 1895 1896
#> 6.536874 6.520267 8.356619 8.361602 8.359941 8.361602 8.359941 8.359941
#> 1897 1898 1899 1900 1901 1902 1903 1904
#> 6.055239 6.081812 6.080151 6.056900 6.060222 6.096759 6.646909 6.641926
#> 1905 1906 1907 1908 1909 1910 1911 1912
#> 6.648569 6.736271 6.645248 6.646909 6.868991 6.873974 6.868991 6.868991
#> 1913 1914 1915 1916 1917 1918 1919 1920
#> 6.868991 6.880617 6.222674 6.219353 6.219353 6.225996 6.217692 6.225996
#> 1921 1922 1923 1924 1925 1926 1927 1928
#> 6.125939 6.125939 6.125939 6.125939 6.129260 6.127599 7.177907 7.181228
#> 1929 1930 1931 1932 1933 1934 1935 1936
#> 7.182889 7.181228 7.181228 7.182889 6.979207 6.977546 6.979207 6.977546
#> 1937 1938 1939 1940 1941 1942 1943 1944
#> 6.984189 6.982528 6.934800 6.956390 6.948086 6.964694 6.939783 6.938122
#> 1945 1946 1947 1948 1949 1950 1951 1952
#> 6.258927 6.258927 6.258927 6.258927 6.258927 6.258927 6.988078 6.988078
#> 1953 1954 1955 1956 1957 1958 1959 1960
#> 6.988078 6.988078 6.988078 6.988078 5.920936 5.917614 5.924257 5.924257
#> 1961 1962 1963 1964 1965 1966 1967 1968
#> 5.978743 5.925918 6.929696 6.929696 6.980860 6.982521 6.926375 6.928035
#> 1969 1970 1971 1972 1973 1974 1975 1976
#> 6.637659 6.637659 6.637659 6.637659 6.637659 6.637659 7.248418 7.248418
#> 1977 1978 1979 1980 1981 1982 1983 1984
#> 7.250079 7.250079 7.250079 7.248418 7.244934 7.307723 7.246594 7.301080
#> 1985 1986 1987 1988 1989 1990 1991 1992
#> 7.299420 7.301080 5.295978 5.294317 5.299299 5.297638 5.299299 5.295978
#> 1993 1994 1995 1996 1997 1998 1999 2000
#> 6.779234 6.774251 6.780894 6.777573 6.777573 6.777573 5.637736 5.637736
#> 2001 2002 2003 2004 2005 2006 2007 2008
#> 5.639397 5.651022 5.637736 5.641058 6.785820 6.790802 6.794124 6.787481
#> 2009 2010 2011 2012 2013 2014 2015 2016
#> 6.792463 6.789141 6.531974 6.530313 6.533635 6.526992 6.530313 6.535296
#> 2017 2018 2019 2020 2021 2022 2023 2024
#> 7.240649 7.240649 7.243970 7.242310 7.243970 7.243970 6.079161 6.079161
#> 2025 2026 2027 2028 2029 2030 2031 2032
#> 6.080822 6.082483 6.082483 6.082483 5.437823 5.439484 5.441145 5.439484
#> 2033 2034 2035 2036 2037 2038 2039 2040
#> 5.442806 5.441145 6.966639 6.958335 6.958335 6.958335 6.958335 6.958335
#> 2041 2042 2043 2044 2045 2046 2047 2048
#> 7.938810 7.937149 7.938810 7.937149 7.938810 7.937149 7.037101 7.038762
#> 2049 2050 2051 2052 2053 2054 2055 2056
#> 7.037101 7.089926 7.037101 7.038762 7.632456 7.634117 7.686942 7.634117
#> 2057 2058 2059 2060 2061 2062 2063 2064
#> 7.635777 7.639099 8.255154 8.248511 8.253493 8.248511 8.250171 8.251832
#> 2065 2066 2067 2068 2069 2070 2071 2072
#> 6.177771 6.177771 6.177771 6.179432 6.179432 6.179432 7.389182 7.392504
#> 2073 2074 2075 2076 2077 2078 2079 2080
#> 7.400808 7.397486 7.402468 7.395825 7.360403 7.365385 7.363725 7.360403
#> 2081 2082 2083 2084 2085 2086 2087 2088
#> 7.360403 7.365385 8.769158 8.765836 8.767497 8.767497 8.789087 8.805695
#> 2089 2090 2091 2092 2093 2094 2095 2096
#> 6.997938 6.996277 6.996277 6.997938 6.999599 6.997938 7.078400 7.065113
#> 2097 2098 2099 2100 2101 2102 2103 2104
#> 7.012288 7.065113 7.068435 7.070096 6.459218 6.460879 6.508722 6.515365
#> 2105 2106 2107 2108 2109 2110 2111 2112
#> 6.520347 6.510382 6.923464 6.923464 6.925124 6.923464 6.925124 6.925124
#> 2113 2114 2115 2116 2117 2118 2119 2120
#> 8.835736 8.840718 8.837397 8.837397 8.837397 8.837397 6.859323 6.857663
#> 2121 2122 2123 2124 2125 2126 2127 2128
#> 6.856002 6.856002 6.860984 6.856002 5.953756 5.953756 6.004920 6.008242
#> 2129 2130 2131 2132 2133 2134 2135 2136
#> 5.952095 5.952095 6.853369 6.853369 6.853369 6.853369 6.851709 6.853369
#> 2137 2138 2139 2140 2141 2142 2143 2144
#> 6.731165 6.736147 6.732826 6.732826 6.732826 6.732826 6.735682 6.730700
#> 2145 2146 2147 2148 2149 2150 2151 2152
#> 6.684518 6.732361 6.734022 6.735682 5.765399 5.780346 5.767060 5.765399
#> 2153 2154 2155 2156 2157 2158 2159 2160
#> 5.782007 5.767060 7.367320 7.365659 7.367320 7.368981 7.370641 7.367320
#> 2161 2162 2163 2164 2165 2166 2167 2168
#> 6.204915 6.258059 6.208236 6.209897 6.211558 6.206576 7.066530 7.068191
#> 2169 2170 2171 2172 2173 2174 2175 2176
#> 7.068191 7.066530 7.066530 7.068191 6.318085 6.318085 6.329710 6.342996
#> 2177 2178 2179 2180 2181 2182 2183 2184
#> 6.321406 6.321406 6.600367 6.598706 6.600367 6.598706 6.600367 6.600367
#> 2185 2186 2187 2188 2189 2190 2191 2192
#> 7.063433 7.063433 7.061773 7.065094 7.066755 7.063433 6.383523 6.381862
#> 2193 2194 2195 2196 2197 2198 2199 2200
#> 6.390166 6.380201 6.381862 6.383523 7.093531 7.081906 7.083567 7.100174
#> 2201 2202 2203 2204 2205 2206 2207 2208
#> 7.080245 7.081906 7.369626 7.369626 7.372947 7.369626 7.371287 7.371287
#> 2209 2210 2211 2212 2213 2214 2215 2216
#> 6.968354 6.968354 6.970014 6.968354 6.970014 6.971675 7.064417 7.064417
#> 2217 2218 2219 2220 2221 2222 2223 2224
#> 7.064417 7.067739 7.066078 7.067739 7.084959 7.084959 7.084959 7.084959
#> 2225 2226 2227 2228 2229 2230 2231 2232
#> 7.084959 7.084959 6.730048 6.733370 6.731709 6.731709 6.733370 6.731709
#> 2233 2234 2235 2236 2237 2238 2239 2240
#> 6.059557 6.059557 6.059557 6.059557 6.061218 6.064539 5.540725 5.542386
#> 2241 2242 2243 2244 2245 2246 2247 2248
#> 5.540725 5.540725 5.540725 5.542386 5.330904 5.337548 5.339208 5.289705
#> 2249 2250 2251 2252 2253 2254 2255 2256
#> 5.335887 5.293026 6.686238 6.686238 6.686238 6.687898 6.684577 6.687898
#> 2257 2258 2259 2260 2261 2262 2263 2264
#> 7.345610 7.347271 7.345610 7.342289 7.345610 7.345610 7.099638 7.094656
#> 2265 2266 2267 2268 2269 2270 2271 2272
#> 7.097978 7.097978 7.097978 7.101299 6.705150 6.703489 6.701829 6.703489
#> 2273 2274 2275 2276 2277 2278 2279 2280
#> 6.701829 6.703489 6.251444 6.251444 6.251444 6.253105 6.254766 6.254766
#> 2281 2282 2283 2284 2285 2286 2287 2288
#> 6.591674 6.591674 6.596656 6.593335 6.591674 6.593335 6.198518 6.198518
#> 2289 2290 2291 2292 2293 2294 2295 2296
#> 6.198518 6.196857 6.196857 6.195197 7.273832 7.267189 7.268850 7.267189
#> 2297 2298 2299 2300 2301 2302 2303 2304
#> 7.275493 7.272171 5.694703 5.693042 5.693042 5.701346 5.693042 5.694703
#> 2305 2306 2307 2308 2309 2310 2311 2312
#> 7.075866 7.079187 7.080848 7.077527 7.079187 7.079187 7.871130 7.871130
#> 2313 2314 2315 2316 2317 2318 2319 2320
#> 7.871130 7.869469 7.871130 7.871130 6.811931 6.806949 6.811931 6.811931
#> 2321 2322 2323 2324 2325 2326 2327 2328
#> 6.810270 6.808609 7.588488 7.590148 7.586827 7.588488 7.591809 7.591809
#> 2329 2330 2331 2332 2333 2334 2335 2336
#> 7.701668 7.701668 7.708311 7.701668 7.704989 7.704989 7.403457 7.405117
#> 2337 2338 2339 2340 2341 2342 2343 2344
#> 7.403457 7.403457 7.403457 7.405117 6.376862 6.376862 6.329019 6.329019
#> 2345 2346 2347 2348 2349 2350 2351 2352
#> 6.329019 6.330680 6.389906 6.389906 6.391567 6.398210 6.388245 6.431425
#> 2353 2354 2355 2356 2357 2358 2359 2360
#> 6.834721 6.828078 6.831399 6.828078 6.828078 6.831399 6.366286 6.366286
#> 2361 2362 2363 2364 2365 2366 2367 2368
#> 6.366286 6.366286 6.366286 6.366286 6.098233 6.128126 6.099893 6.106536
#> 2369 2370 2371 2372 2373 2374 2375 2376
#> 6.104876 6.096572 6.091861 6.090201 6.088540 6.095183 6.086879 6.083558
#> 2377 2378 2379 2380 2381 2382 2383 2384
#> 7.182386 7.184046 7.184046 7.184046 7.182386 7.185707 7.128846 7.127186
#> 2385 2386 2387 2388 2389 2390 2391 2392
#> 7.132168 7.130507 7.128846 7.130507 6.713080 6.713080 6.714741 6.714741
#> 2393 2394 2395 2396 2397 2398 2399 2400
#> 6.728027 6.714741 6.901413 6.904735 6.903074 6.908056 6.929646 6.899752
#> 2401 2402 2403 2404 2405 2406 2407 2408
#> 7.476460 7.499710 7.430278 7.466495 7.428617 7.420313 7.549882 7.544900
#> 2409 2410 2411 2412 2413 2414 2415 2416
#> 7.546560 7.548221 7.543239 7.544900 7.658386 7.658386 7.658386 7.658386
#> 2417 2418 2419 2420 2421 2422 2423 2424
#> 7.658386 7.658386 6.997407 7.004050 7.012354 6.999068 6.999068 6.999068
#> 2425 2426 2427 2428 2429 2430 2431 2432
#> 7.814214 7.814214 7.815874 7.815874 7.817535 7.817535 6.668949 6.660645
#> 2433 2434 2435 2436 2437 2438 2439 2440
#> 6.662306 6.667288 6.663966 6.660645 7.652483 7.649161 7.649161 7.650822
#> 2441 2442 2443 2444 2445 2446 2447 2448
#> 7.649161 7.647501 6.183860 6.205450 6.203789 6.203789 6.197146 6.200468
#> 2449 2450 2451 2452 2453 2454 2455 2456
#> 6.517167 6.518828 6.517167 6.513846 6.464342 6.462681 5.478390 5.465104
#> 2457 2458 2459 2460 2461 2462 2463 2464
#> 5.465104 5.468425 5.478390 5.471747 6.384220 6.385880 6.380898 6.382559
#> 2465 2466 2467 2468 2469 2470 2471 2472
#> 6.382559 6.384220 7.353756 7.353756 7.355417 7.363720 7.352095 7.357077
#> 2473 2474 2475 2476 2477 2478 2479 2480
#> 7.249909 7.233301 7.233301 7.233301 7.233301 7.231640 6.682754 6.682754
#> 2481 2482 2483 2484 2485 2486 2487 2488
#> 6.674450 6.682754 6.682754 6.682754 5.786797 5.781815 5.785136 5.785136
#> 2489 2490 2491 2492 2493 2494 2495 2496
#> 5.796762 5.790119 6.770123 6.765141 6.765141 6.765141 6.765141 6.765141
#> 2497 2498 2499 2500 2501 2502 2503 2504
#> 5.736788 5.758378 5.758378 5.746752 5.741770 5.750074 6.746457 6.746457
#> 2505 2506 2507 2508 2509 2510 2511 2512
#> 6.748118 6.748118 6.749778 6.748118 7.066394 7.069716 7.066394 7.069716
#> 2513 2514 2515 2516 2517 2518 2519 2520
#> 7.069716 7.069716 6.563070 6.563070 6.568052 6.563070 6.564731 6.564731
#> 2521 2522 2523 2524 2525 2526 2527 2528
#> 6.226658 6.231640 6.228319 6.231640 6.229979 6.228319 6.339484 6.337823
#> 2529 2530 2531 2532 2533 2534 2535 2536
#> 6.337823 6.337823 6.341145 6.346127 6.768135 6.778099 6.781421 6.768135
#> 2537 2538 2539 2540 2541 2542 2543 2544
#> 6.735239 6.711988 7.284837 7.334341 7.327698 7.268229 7.322715 7.334341
#> 2545 2546 2547 2548 2549 2550 2551 2552
#> 6.927136 6.925476 6.927136 6.927136 6.927136 6.927136 6.598105 6.601427
#> 2553 2554 2555 2556 2557 2558 2559 2560
#> 6.604748 6.608070 6.606409 6.606409 7.858516 7.850212 7.856855 7.850212
#> 2561 2562 2563 2564 2565 2566 2567 2568
#> 7.848551 7.853533 6.119781 6.139710 6.138050 6.139710 6.138050 6.139710
#> 2569 2570 2571 2572 2573 2574 2575 2576
#> 6.720967 6.729271 6.714324 6.719306 6.747539 6.715985 5.248038 5.249699
#> 2577 2578 2579 2580 2581 2582 2583 2584
#> 5.236413 5.229770 5.233091 5.234752 5.656619 5.656619 5.674887 5.711105
#> 2585 2586 2587 2588 2589 2590 2591 2592
#> 5.712766 5.716087 7.471367 7.466385 7.469706 7.469706 7.469706 7.469706
#> 2593 2594 2595 2596 2597 2598 2599 2600
#> 6.524190 6.524190 6.524190 6.524190 6.524190 6.524190 6.998899 7.007203
#> 2601 2602 2603 2604 2605 2606 2607 2608
#> 6.962363 6.965684 6.972327 6.972327 7.033275 7.036597 7.024971 7.018328
#> 2609 2610 2611 2612 2613 2614 2615 2616
#> 7.021650 7.026632 6.265997 6.272640 6.270979 6.269318 6.265997 6.265997
#> 2617 2618 2619 2620 2621 2622 2623 2624
#> 6.072103 6.070443 6.070443 6.070443 6.113622 6.108640 6.392720 6.382755
#> 2625 2626 2627 2628 2629 2630 2631 2632
#> 6.381094 6.381094 6.381094 6.394380 7.115763 7.117424 7.109120 7.114102
#> 2633 2634 2635 2636 2637 2638 2639 2640
#> 7.117424 7.110781 5.776029 5.776029 5.776029 5.777690 5.777690 5.777690
#> 2641 2642 2643 2644 2645 2646 2647 2648
#> 6.121785 6.121785 6.121785 6.121785 6.121785 6.121785 6.048362 6.050022
#> 2649 2650 2651 2652 2653 2654 2655 2656
#> 6.051683 6.053344 6.058326 6.053344 5.817338 5.815677 5.815677 5.815677
#> 2657 2658 2659 2660 2661 2662 2663 2664
#> 5.817338 5.817338 7.055064 7.056725 7.056725 7.048421 7.045099 7.056725
#> 2665 2666 2667 2668 2669 2670 2671 2672
#> 7.531525 7.533186 7.533186 7.533186 7.534847 7.536508 5.764417 5.764417
#> 2673 2674 2675 2676 2677 2678 2679 2680
#> 5.767738 5.779364 5.777703 5.776042 5.368953 5.368953 5.368953 5.368953
#> 2681 2682 2683 2684 2685 2686 2687 2688
#> 5.368953 5.368953 6.864434 6.869416 6.864434 6.864434 6.869416 6.877720
#> 2689 2690 2691 2692 2693 2694 2695 2696
#> 6.536058 6.539380 6.549345 6.541041 6.592205 6.603830 6.888107 6.894750
#> 2697 2698 2699 2700 2701 2702 2703 2704
#> 6.884786 6.884786 6.888107 6.886446 6.824962 6.824962 6.824962 6.824962
#> 2705 2706 2707 2708 2709 2710 2711 2712
#> 6.828284 6.846552 5.718972 5.720632 5.723954 5.717311 5.718972 5.723954
#> 2713 2714 2715 2716 2717 2718 2719 2720
#> 7.255673 7.257333 7.311819 7.254012 7.255673 7.311819 6.960073 6.961734
#> 2721 2722 2723 2724 2725 2726 2727 2728
#> 6.965055 6.963395 6.912230 6.912230 5.991206 5.991206 5.989545 5.991206
#> 2729 2730 2731 2732 2733 2734 2735 2736
#> 5.991206 5.987884 6.812139 6.815461 6.812139 6.812139 6.812139 6.810478
#> 2737 2738 2739 2740 2741 2742 2743 2744
#> 5.706644 5.706644 5.704984 5.706644 5.706644 5.706644 6.984421 6.981099
#> 2745 2746 2747 2748 2749 2750 2751 2752
#> 6.984421 6.982760 6.986082 6.967813 7.181411 7.181411 7.183071 7.181411
#> 2753 2754 2755 2756 2757 2758 2759 2760
#> 7.181411 7.183071 7.097425 7.092443 7.082478 7.092443 7.094104 7.094104
#> 2761 2762 2763 2764 2765 2766 2767 2768
#> 6.521572 6.521572 6.521572 6.521572 6.521572 6.521572 5.867164 5.898719
#> 2769 2770 2771 2772 2773 2774 2775 2776
#> 5.855539 5.857200 5.858860 5.878789 7.119469 7.122791 7.122791 7.124451
#> 2777 2778 2779 2780 2781 2782 2783 2784
#> 7.124451 7.127773 5.682842 5.687824 5.686163 5.686163 5.687824 5.687824
#> 2785 2786 2787 2788 2789 2790 2791 2792
#> 6.345510 6.350492 6.345510 6.348832 6.347171 6.347171 6.429202 6.410933
#> 2793 2794 2795 2796 2797 2798 2799 2800
#> 6.412594 6.410933 6.359769 6.442488 6.452974 6.456295 6.456295 6.456295
#> 2801 2802 2803 2804 2805 2806 2807 2808
#> 6.456295 6.456295 7.730012 7.730012 7.728352 7.728352 7.728352 7.726691
#> 2809 2810 2811 2812 2813 2814 2815 2816
#> 4.189691 4.183048 4.181387 4.183048 4.184709 4.186369 7.179564 7.181225
#> 2817 2818 2819 2820 2821 2822 2823 2824
#> 7.176243 7.177904 7.179564 7.177904 7.200796 7.200796 7.204117 7.200796
#> 2825 2826 2827 2828 2829 2830 2831 2832
#> 7.207439 7.207439 5.434977 5.423351 5.423351 5.431655 5.426673 5.425012
#> 2833 2834 2835 2836 2837 2838 2839 2840
#> 6.654588 6.654588 6.656249 6.651267 6.652928 6.657910 7.348279 7.344957
#> 2841 2842 2843 2844 2845 2846 2847 2848
#> 7.346618 7.348279 7.346618 7.344957 7.478517 7.480178 7.481838 7.480178
#> 2849 2850 2851 2852 2853 2854 2855 2856
#> 7.483499 7.483499 5.777597 5.795866 5.845689 5.734737 5.719790 5.719790
#> 2857 2858 2859 2860 2861 2862 2863 2864
#> 6.797599 6.761062 6.761062 6.761062 6.764384 6.759401 6.538748 6.540409
#> 2865 2866 2867 2868 2869 2870 2871 2872
#> 6.542070 6.538748 6.538748 6.537088 7.785554 7.785554 7.785554 7.785554
#> 2873 2874 2875 2876 2877 2878 2879 2880
#> 7.785554 7.787215 6.220114 6.220114 6.220114 6.276260 6.281243 6.286225
#> 2881 2882 2883 2884 2885 2886 2887 2888
#> 5.508982 5.508982 5.508982 5.512304 5.512304 5.510643 6.546034 6.544373
#> 2889 2890 2891 2892 2893 2894 2895 2896
#> 6.546034 6.547694 6.547694 6.546034 6.563029 6.564690 6.566351 6.569672
#> 2897 2898 2899 2900 2901 2902 2903 2904
#> 6.564690 6.568012 7.168720 7.175363 7.168720 7.172042 7.168720 7.185328
#> 2905 2906 2907 2908 2909 2910 2911 2912
#> 6.636877 6.636877 6.636877 6.636877 6.636877 6.638538 7.302425 7.305747
#> 2913 2914 2915 2916 2917 2918 2919 2920
#> 7.304086 7.317372 7.305747 7.307408 7.359138 7.360799 7.360799 7.362459
#> 2921 2922 2923 2924 2925 2926 2927 2928
#> 7.364120 7.369102 7.125458 7.150369 7.127119 7.130440 7.128779 7.165316
#> 2929 2930 2931 2932 2933 2934 2935 2936
#> 6.754386 6.754386 6.754386 6.752725 6.754386 6.752725 7.241032 7.237710
#> 2937 2938 2939 2940 2941 2942 2943 2944
#> 7.287214 7.237710 7.237710 7.234389 6.846423 6.806564 6.803243 6.804903
#> 2945 2946 2947 2948 2949 2950 2951 2952
#> 6.804903 6.758721 5.951973 5.950312 5.948652 5.950312 5.951973 5.951973
#> 2953 2954 2955 2956 2957 2958 2959 2960
#> 6.909370 6.912692 6.911031 6.911031 6.911031 6.911031 5.762538 5.784128
#> 2961 2962 2963 2964 2965 2966 2967 2968
#> 5.762538 5.762538 5.762538 5.762538 6.674114 6.664150 6.710332 6.711993
#> 2969 2970 2971 2972 2973 2974 2975 2976
#> 6.711993 6.715314 7.826665 7.823343 7.825004 7.829986 7.823343 7.825004
#> 2977 2978 2979 2980 2981 2982 2983 2984
#> 7.655388 7.655388 7.657049 7.657049 7.657049 7.658710 6.414189 6.415850
#> 2985 2986 2987 2988 2989 2990 2991 2992
#> 6.414189 6.414189 6.437440 6.435779 6.715322 6.716983 6.720305 6.721966
#> 2993 2994 2995 2996 2997 2998 2999 3000
#> 6.716983 6.716983 6.342683 6.342683 6.341023 6.341023 6.341023 6.342683
#> 3001 3002 3003 3004 3005 3006 3007 3008
#> 6.746674 6.746674 6.748335 6.748335 6.761621 6.749996 7.163404 7.216229
#> 3009 3010 3011 3012 3013 3014 3015 3016
#> 7.216229 7.216229 7.216229 7.221211 7.593112 7.584808 7.583148 7.581487
#> 3017 3018 3019 3020 3021 3022 3023 3024
#> 7.583148 7.578165 6.984389 6.934886 6.936547 6.946511 6.936547 6.933225
#> 3025 3026 3027 3028 3029 3030 3031 3032
#> 7.908837 7.907176 7.907176 7.907176 7.907176 7.908837 6.546045 6.546045
#> 3033 3034 3035 3036 3037 3038 3039 3040
#> 6.546045 6.544384 6.546045 6.554349 6.276254 6.286218 6.284557 6.262967
#> 3041 3042 3043 3044 3045 3046 3047 3048
#> 6.264628 6.264628 6.509506 6.507845 6.509506 6.507845 6.511167 6.507845
#> 3049 3050 3051 3052 3053 3054 3055 3056
#> 6.722342 6.724003 6.724003 6.725664 6.725664 6.725664 7.652628 7.652628
#> 3057 3058 3059 3060 3061 3062 3063 3064
#> 7.652628 7.652628 7.654288 7.652628 6.382346 6.380686 6.384007 6.412240
#> 3065 3066 3067 3068 3069 3070 3071 3072
#> 6.380686 6.384007 6.715889 6.719210 6.719210 6.719210 6.773696 6.770374
#> 3073 3074 3075 3076 3077 3078 3079 3080
#> 5.402515 5.402515 5.402515 5.402515 5.405836 5.402515 7.462844 7.451219
#> 3081 3082 3083 3084 3085 3086 3087 3088
#> 7.454540 7.454540 7.456201 7.464505 5.027408 5.029069 5.030730 5.030730
#> 3089 3090 3091 3092 3093 3094 3095 3096
#> 5.030730 5.032391 7.150440 7.148779 7.150440 7.152100 7.201604 7.199943
#> 3097 3098 3099 3100 3101 3102 3103 3104
#> 5.340856 5.334213 5.335873 5.334213 5.337534 5.337534 5.821582 5.821582
#> 3105 3106 3107 3108 3109 3110 3111 3112
#> 5.819921 5.819921 5.819921 5.819921 5.457833 5.454512 5.456172 5.459494
#> 3113 3114 3115 3116 3117 3118 3119 3120
#> 5.456172 5.459494 6.397819 6.396159 6.396159 6.444321 6.343334 6.340012
#> 3121 3122 3123 3124 3125 3126 3127 3128
#> 7.165314 7.115810 7.117471 7.115810 7.115810 7.115810 6.196018 6.191036
#> 3129 3130 3131 3132 3133 3134 3135 3136
#> 6.248843 6.248843 6.272094 6.257147 6.295651 6.292330 6.293990 6.292330
#> 3137 3138 3139 3140 3141 3142 3143 3144
#> 6.293990 6.297312 6.338802 6.332159 6.332159 6.332159 6.328838 6.330499
#> 3145 3146 3147 3148 3149 3150 3151 3152
#> 6.372289 6.372289 6.372289 6.382254 6.377271 6.380593 5.839157 5.842478
#> 3153 3154 3155 3156 3157 3158 3159 3160
#> 5.840817 5.834174 5.839157 5.839157 6.799099 6.799099 6.799099 6.800760
#> 3161 3162 3163 3164 3165 3166 3167 3168
#> 6.800760 6.799099 6.475121 6.466817 6.470139 6.466817 6.470139 6.466817
#> 3169 3170 3171 3172 3173 3174 3175 3176
#> 7.491683 7.491683 7.491683 7.547829 7.544508 7.486701 7.681716 7.683377
#> 3177 3178 3179 3180 3181 3182 3183 3184
#> 7.688359 7.685038 7.683377 7.685038 7.559226 7.557565 7.559226 7.560887
#> 3185 3186 3187 3188 3189 3190 3191 3192
#> 7.560887 7.564208 5.767156 5.763835 5.767156 5.765496 5.772139 5.767156
#> 3193 3194 3195 3196 3197 3198 3199 3200
#> 6.243804 6.247126 6.247126 6.245465 6.247126 6.245465 5.349347 5.344364
#> 3201 3202 3203 3204 3205 3206 3207 3208
#> 5.344364 5.344364 5.346025 5.344364 5.137336 5.135675 5.137336 5.138997
#> 3209 3210 3211 3212 3213 3214 3215 3216
#> 5.135675 5.137336 7.123509 7.126831 7.125170 7.125170 7.123509 7.126831
#> 3217 3218 3219 3220 3221 3222 3223 3224
#> 6.870563 6.870563 6.870563 6.870563 6.872224 6.872224 7.117472 7.119133
#> 3225 3226 3227 3228 3229 3230 3231 3232
#> 7.124115 7.117472 7.119133 7.117472 7.322810 7.321150 7.322810 7.324471
#> 3233 3234 3235 3236 3237 3238 3239 3240
#> 7.321150 7.324471 8.220904 8.220904 8.222565 8.224225 8.224225 8.224225
#> 3241 3242 3243 3244 3245 3246 3247 3248
#> 6.766116 6.766116 6.767777 6.769437 6.769437 6.767777 6.955003 6.956664
#> 3249 3250 3251 3252 3253 3254 3255 3256
#> 6.958325 6.955003 6.951682 6.956664 6.941052 6.942712 6.942712 6.944373
#> 3257 3258 3259 3260 3261 3262 3263 3264
#> 6.942712 6.942712 7.263314 7.263314 7.263314 7.210489 7.263314 7.210489
#> 3265 3266 3267 3268 3269 3270 3271 3272
#> 7.569970 7.571631 7.574952 7.574952 7.579934 7.571631 7.103519 7.116805
#> 3273 3274 3275 3276 3277 3278 3279 3280
#> 7.054015 7.138395 7.108501 7.105179 6.933066 6.938048 6.944691 6.938048
#> 3281 3282 3283 3284 3285 3286 3287 3288
#> 6.936387 6.936387 6.934757 6.934757 6.934757 6.934757 6.938078 6.939739
#> 3289 3290 3291 3292 3293 3294 3295 3296
#> 5.441113 5.439453 5.441113 5.439453 5.439453 5.439453 7.117359 7.122341
#> 3297 3298 3299 3300 3301 3302 3303 3304
#> 7.119020 7.120681 7.122341 7.122341 6.015310 6.011988 6.010328 6.008667
#> 3305 3306 3307 3308 3309 3310 3311 3312
#> 6.008667 6.011988 6.677849 6.674528 6.681171 6.679510 6.674528 6.605095
#> 3313 3314 3315 3316 3317 3318 3319 3320
#> 5.914990 5.916651 5.916651 5.916651 5.916651 5.914990 5.531740 5.477254
#> 3321 3322 3323 3324 3325 3326 3327 3328
#> 5.533401 5.530079 5.535061 5.548348 7.865826 7.864166 7.865826 7.865826
#> 3329 3330 3331 3332 3333 3334 3335 3336
#> 7.864166 7.865826 7.499631 7.499631 7.499631 7.499631 7.502953 7.504613
#> 3337 3338 3339 3340 3341 3342 3343 3344
#> 6.529084 6.534066 6.535727 6.532405 6.529084 6.583569 5.918773 5.917112
#> 3345 3346 3347 3348 3349 3350 3351 3352
#> 5.917112 5.917112 5.917112 5.918773 6.404254 6.405915 6.404254 6.405915
#> 3353 3354 3355 3356 3357 3358 3359 3360
#> 6.404254 6.410897 6.238820 6.185995 6.199281 6.282000 6.187655 6.187655
#> 3361 3362 3363 3364 3365 3366 3367 3368
#> 6.949411 6.990930 6.946089 6.946089 6.946089 6.949411 7.127241 7.127241
#> 3369 3370 3371 3372 3373 3374 3375 3376
#> 7.132223 7.127241 7.128902 7.128902 7.061981 7.058659 7.063641 7.058659
#> 3377 3378 3379 3380 3381 3382 3383 3384
#> 7.100178 7.055337 7.153850 7.157171 7.153850 7.155511 7.106007 7.158832
#> 3385 3386 3387 3388 3389 3390 3391 3392
#> 7.696589 7.632139 7.633800 7.630478 7.632139 7.635460 6.981687 6.975044
#> 3393 3394 3395 3396 3397 3398 3399 3400
#> 6.978366 6.980026 6.980026 6.978366 5.253338 5.254999 5.271607 5.278250
#> 3401 3402 3403 3404 3405 3406 3407 3408
#> 5.269946 5.253338 6.736526 6.736526 6.739848 6.739848 6.741509 6.738187
#> 3409 3410 3411 3412 3413 3414 3415 3416
#> 7.092323 7.090662 7.093984 7.093984 7.093984 7.090662 5.584302 5.579319
#> 3417 3418 3419 3420 3421 3422 3423 3424
#> 5.579319 5.579319 5.579319 5.580980 6.923030 6.921369 6.923030 6.924690
#> 3425 3426 3427 3428 3429 3430 3431 3432
#> 6.923030 6.923030 5.973991 5.977312 5.977312 5.990598 5.972330 5.973991
#> 3433 3434 3435 3436 3437 3438 3439 3440
#> 6.037534 6.040856 6.039195 6.039195 6.039195 5.984709 6.672103 6.672103
#> 3441 3442 3443 3444 3445 3446 3447 3448
#> 6.670443 6.670443 6.670443 6.672103 5.791626 5.793286 5.793286 5.793286
#> 3449 3450 3451 3452 3453 3454 3455 3456
#> 5.793286 5.793286 6.217628 6.225932 6.220950 6.215968 6.215968 6.217628
#> 3457 3458 3459 3460 3461 3462 3463 3464
#> 5.830583 5.830583 5.833905 5.832244 5.832244 5.833905 6.637778 6.637778
#> 3465 3466 3467 3468 3469 3470 3471 3472
#> 6.637778 6.636117 6.642760 6.644421 5.941892 5.941892 5.941892 5.946874
#> 3473 3474 3475 3476 3477 3478 3479 3480
#> 5.941892 5.940231 6.525406 6.515441 6.517102 6.513780 6.515441 6.518763
#> 3481 3482 3483 3484 3485 3486 3487 3488
#> 7.323827 7.322166 7.333791 7.307219 7.323827 7.327148 6.621458 6.598207
#> 3489 3490 3491 3492 3493 3494 3495 3496
#> 6.588243 6.591564 6.589904 6.588243 7.050241 7.056884 7.055223 7.061866
#> 3497 3498 3499 3500 3501 3502 3503 3504
#> 7.060205 7.055223 6.406954 6.410275 6.408615 6.410275 6.408615 6.408615
#> 3505 3506 3507 3508 3509 3510 3511 3512
#> 6.913619 6.918602 6.913619 6.918602 6.915280 6.916941 5.249071 5.249071
#> 3513 3514 3515 3516 3517 3518 3519 3520
#> 5.249071 5.249071 5.250731 5.283947 7.130137 7.131798 7.131798 7.133458
#> 3521 3522 3523 3524 3525 3526 3527 3528
#> 7.133458 7.133458 5.900665 5.902326 5.902326 5.902326 5.900665 5.900665
#> 3529 3530 3531 3532 3533 3534 3535 3536
#> 7.112136 7.113796 7.112136 7.112136 7.113796 7.113796 6.710714 6.712375
#> 3537 3538 3539 3540 3541 3542 3543 3544
#> 6.714035 6.712375 6.714035 6.712375 6.667562 6.674205 6.680848 6.667562
#> 3545 3546 3547 3548 3549 3550 3551 3552
#> 6.669223 6.667562 6.883044 6.826898 6.883044 6.878062 6.879723 6.883044
#> 3553 3554 3555 3556 3557 3558 3559 3560
#> 4.579596 4.592883 4.611151 4.592883 4.579596 4.592883 6.749565 6.749565
#> 3561 3562 3563 3564 3565 3566 3567 3568
#> 6.749565 6.754548 6.747905 6.751226 5.559922 5.559922 5.561583 5.559922
#> 3569 3570
#> 5.559922 5.559922