Obtains predictions and optionally standard errors from a fitted glmELE object.
This method handles new data, factor level consistency, offsets, and confidence intervals.
Arguments
- object
An object of class
"glmELE".- newdata
An optional data frame in which to look for variables with which to predict. If omitted, the fitted linear predictors from the object are used.
- weight.matrix
Character string specifying the weighting method to use (e.g., "ratio", "LL", "BLUE"). Defaults to the first method found in the object.
- type
The type of prediction required. The default is on the scale of the linear predictors; the alternative "response" is on the scale of the response variable.
- se.fit
Logical; if
TRUE, standard errors are returned.- interval
Type of interval calculation. Can be "none" or "confidence".
- level
The confidence level required (default 0.95).
- na.action
A function determining what should be done with missing values in
newdata. The default is to predictNA.- ...
Additional arguments passed to methods.
Value
If se.fit = FALSE and interval = "none", a vector of predictions.
Otherwise, a list containing:
- fit
Predictions (or a matrix with columns
fit,lwr,uprif intervals are requested).- se.fit
Estimated standard errors (if requested).
- residual.scale
The dispersion parameter used.
Examples
data(brfss, package = "postlink")
adj_object <- adjELE(linked.data = brfss,
m.rate = unique(brfss$m.rate),
blocks = imonth,
weight.matrix = "BLUE")
fit <- plglm(Weight ~ Height + Physhlth + Menthlth + Exerany,
family = "gaussian", adjustment = adj_object)
predict(fit)
#> 1 2 3 4 5 6 7 8
#> 109.4223 171.9161 168.3558 166.6456 164.3712 164.9592 164.1647 167.9586
#> 9 10 11 12 13 14 15 16
#> 169.7349 161.7561 170.2268 169.8175 182.2016 176.1284 171.9726 166.7948
#> 17 18 19 20 21 23 24 25
#> 163.8527 172.3696 221.7342 170.6575 178.3050 221.7342 173.7141 166.8548
#> 26 27 28 29 30 31 32 33
#> 164.1082 170.5675 166.8548 167.0483 164.2935 173.0096 166.4603 167.6363
#> 34 35 36 37 38 39 40 41
#> 163.5767 174.7217 112.6970 170.4620 227.3609 164.1082 163.9528 164.6962
#> 42 43 44 45 46 47 48 49
#> 221.1461 222.9102 164.1082 174.1829 164.1082 162.3441 174.4988 167.6363
#> 50 51 52 53 54 55 56 57
#> 167.0346 162.3441 173.5457 166.7826 164.1082 163.5202 166.4603 230.4309
#> 58 59 60 61 62 63 64 65
#> 220.5581 164.6962 180.5791 164.1082 168.9514 163.5202 220.5581 220.5581
#> 66 67 68 69 70 71 73 74
#> 164.1082 167.6363 169.2477 170.9110 170.2601 165.2842 179.1022 167.3829
#> 75 77 78 79 80 81 82 83
#> 177.5675 185.9661 162.9322 162.3441 164.6962 168.5589 165.7196 172.5223
#> 84 85 86 87 88 89 90 91
#> 161.7561 164.6962 173.6801 164.6962 166.4603 169.3776 222.0564 168.2243
#> 92 93 94 95 96 97 98 99
#> 164.2397 162.9322 169.7349 168.8689 165.8723 162.3441 168.5589 167.0483
#> 100 101 102 103 104 105 106 107
#> 173.4937 162.3441 173.0538 167.0483 174.1856 169.9952 165.8723 220.5581
#> 108 109 110 111 112 113 114 115
#> 168.5589 174.0817 177.7215 162.9322 163.5202 167.0483 169.7349 170.9110
#> 116 117 118 119 120 121 122 123
#> 166.6688 168.2216 170.3230 167.6363 165.2842 174.2994 119.4342 181.8377
#> 124 125 126 127 128 129 130 131
#> 162.9322 166.4603 163.5202 165.4928 222.3917 171.4990 224.2123 169.9202
#> 132 133 134 135 136 137 138 139
#> 163.8990 166.3363 164.0305 223.2863 165.2842 166.1353 167.0483 185.0298
#> 140 141 142 143 145 146 147 148
#> 164.9048 221.1461 167.0483 164.6962 225.6534 169.2164 163.5202 167.6363
#> 149 150 151 152 153 154 155 156
#> 168.6284 164.1082 172.0966 164.6962 165.2842 165.5473 179.4856 162.9322
#> 157 158 160 161 163 164 165 166
#> 222.9047 179.9911 172.0870 176.3331 243.0729 221.1461 166.4603 168.2339
#> 167 168 169 170 171 172 173 174
#> 167.1736 174.1856 164.1082 165.2842 171.9651 171.4243 179.9865 221.1461
#> 175 176 177 178 180 181 182 183
#> 169.6648 165.4157 167.6363 168.2243 166.2068 165.3538 164.6962 174.1856
#> 184 185 186 187 188 189 190 191
#> 168.3830 167.4959 123.5412 233.3099 168.5589 165.2842 165.8723 175.3617
#> 192 193 194 195 196 197 198 199
#> 165.8723 168.7850 170.6575 165.8723 162.9322 167.3829 222.3222 171.1416
#> 200 201 202 203 204 205 206 207
#> 110.1984 164.1082 166.4603 165.8723 162.6072 165.2842 165.8723 170.3230
#> 208 209 210 211 212 213 214 215
#> 164.9788 164.6962 168.2243 165.8723 163.2647 221.1461 165.0185 223.6651
#> 216 217 218 219 220 221 222 223
#> 164.3712 172.0870 164.1082 166.2668 167.0483 169.6830 165.2842 169.1469
#> 224 225 226 227 228 229 230 231
#> 221.7342 163.9147 165.2842 165.2842 161.7561 178.6715 162.9322 108.8343
#> 232 233 234 235 236 237 238 239
#> 172.0870 170.3230 221.7342 170.4055 166.8521 187.0024 221.5249 164.6962
#> 240 241 242 243 244 245 246 247
#> 176.1284 167.6363 186.2884 173.8283 174.0817 170.7018 221.7342 164.7657
#> 248 249 250 251 252 253 254 255
#> 181.6375 170.4360 164.1055 175.8184 162.9322 166.4603 165.2842 166.2511
#> 256 257 258 259 260 261 262 263
#> 162.8702 162.9322 165.2842 180.9962 163.3832 162.0784 166.3983 174.7737
#> 264 265 266 267 268 269 270 271
#> 175.8353 168.4662 175.6174 167.0483 167.1798 221.0842 166.5141 231.2236
#> 272 273 274 275 276 277 278 279
#> 171.2333 165.8723 177.6139 176.9250 167.6363 221.1461 223.0417 178.1308
#> 280 281 282 283 284 285 286 287
#> 166.7826 284.0738 164.1082 173.9986 165.8723 168.2243 226.5682 221.1461
#> 288 289 290 291 292 293 294 295
#> 164.1082 220.5581 170.9110 169.1292 167.6363 221.1461 164.1082 164.3037
#> 296 297 298 299 300 301 302 303
#> 112.1090 224.2253 167.6363 167.6363 165.8723 164.6962 221.2027 172.0870
#> 304 305 306 307 308 309 310 311
#> 178.8976 167.3829 165.8723 163.5202 225.6579 166.7948 164.4305 164.1082
#> 312 313 314 315 316 317 318 319
#> 167.8993 238.6222 167.6363 165.2842 167.9144 164.9592 168.3034 230.6356
#> 320 321 322 323 324 325 326 327
#> 164.1082 178.6216 165.8723 167.0483 120.5815 168.6031 166.4603 114.1360
#> 328 329 330 331 332 333 334 335
#> 175.8127 167.6363 118.3237 170.1295 167.3113 164.0250 221.7342 165.8723
#> 336 337 338 339 340 341 342 343
#> 166.4603 166.4603 165.2842 230.2263 168.6031 221.1461 166.4603 166.7233
#> 344 345 346 347 348 349 350 351
#> 176.5455 179.4031 163.5202 225.4033 171.4990 169.2203 165.3538 169.4692
#> 352 353 356 357 358 359 360 361
#> 220.8804 172.0870 168.2243 164.7527 175.3617 177.1257 168.2243 178.2270
#> 362 363 364 365 366 367 368 369
#> 168.2809 170.3018 165.0185 166.4603 162.3441 165.7196 167.5219 229.4595
#> 370 371 372 373 374 375 376 377
#> 170.1703 164.1082 164.6962 167.6363 167.6363 167.3829 230.6356 168.5070
#> 378 379 380 381 382 384 385 386
#> 170.3230 167.5524 164.7527 167.0483 171.4990 220.8211 224.1373 221.7342
#> 387 388 389 390 391 392 393 394
#> 170.6575 172.0870 170.9110 168.8370 232.4730 165.8723 109.1566 167.6363
#> 395 399 400 401 402 403 404 405
#> 164.1082 174.3755 164.1647 171.4990 225.0088 177.1257 168.2243 164.1082
#> 406 407 408 409 410 411 412 413
#> 165.2842 220.5581 164.1082 163.5202 225.5968 167.9709 171.8372 226.1359
#> 414 415 416 417 418 419 420 421
#> 162.9322 165.2842 172.9030 168.5254 162.9322 175.8146 165.5206 175.1146
#> 422 423 424 425 426 427 428 429
#> 164.1082 170.9110 168.4329 168.1819 163.5202 168.8819 167.0483 171.4990
#> 430 431 432 433 434 435 436 437
#> 165.2842 163.5202 176.5455 172.9365 176.5455 169.7349 165.2842 166.4603
#> 438 439 440 441 442 443 444 445
#> 164.6962 163.5202 170.3230 172.1481 163.5202 221.1461 168.2243 220.5581
#> 447 448 449 450 451 452 453 454
#> 167.6363 163.5202 165.2842 183.0007 166.3048 222.1695 161.7561 220.8211
#> 455 456 457 458 459 460 461 462
#> 163.3267 164.1082 167.9709 227.7443 166.8774 172.6750 167.4271 163.6517
#> 463 464 465 466 467 468 469 470
#> 163.6517 221.7342 165.2842 165.8723 165.8723 237.1116 180.4082 170.1703
#> 471 472 473 474 475 476 477 478
#> 166.4603 166.8514 173.0634 165.8723 176.9029 164.1777 221.1461 167.6226
#> 479 480 481 482 484 485 486 487
#> 222.1695 227.7962 166.4603 167.1048 164.1647 165.2842 163.5202 176.5377
#> 488 489 490 491 492 493 494 495
#> 169.5414 162.9322 170.3230 167.1873 166.1353 162.9322 164.1082 163.8990
#> 496 497 498 499 500 501 502 503
#> 166.4603 124.9258 224.1373 168.5589 220.5581 168.9377 221.1461 167.0456
#> 504 505 506 507 508 509 510 511
#> 171.8336 166.3076 173.0661 176.6111 170.9110 176.6676 174.7117 220.8211
#> 512 514 515 516 517 518 519 520
#> 166.3383 183.0007 174.3644 239.1277 175.4488 173.5976 178.1491 167.5401
#> 521 522 523 524 525 526 527 528
#> 173.7763 229.7818 221.1461 230.2263 177.0102 177.5702 164.6962 221.7342
#> 529 530 531 532 533 534 535 536
#> 221.1461 221.1461 164.1082 220.5581 162.9322 221.7342 164.6962 231.4023
#> 537 538 539 540 541 542 543 544
#> 161.7561 172.0870 165.8723 220.8804 164.6962 165.8723 171.0425 173.6587
#> 545 546 547 548 549 550 551 552
#> 169.7960 172.5789 167.6363 172.1910 174.7737 166.4603 165.8723 220.5581
#> 553 554 555 556 557 558 559 560
#> 162.4007 167.6363 168.2809 167.6363 169.7349 224.6736 220.5581 167.6363
#> 561 562 563 564 565 566 567 568
#> 164.6962 166.0038 179.4031 162.3441 168.8819 165.4157 176.1380 170.3230
#> 569 570 571 572 573 574 575 576
#> 164.5435 172.6003 178.0112 163.3675 174.1485 169.4692 169.2600 172.6750
#> 577 578 579 580 581 582 583 584
#> 164.6962 178.4900 174.8042 222.3222 165.4157 220.5581 165.9288 165.3408
#> 585 586 587 588 589 590 591 592
#> 165.2842 163.5202 167.9709 164.2472 164.6962 164.4305 162.9322 178.7371
#> 593 594 595 596 597 599 600 601
#> 165.8723 167.0483 176.4065 167.6363 178.8976 170.1183 161.7561 238.6222
#> 602 603 604 605 606 607 608 609
#> 162.9322 165.2842 172.0168 164.6962 165.2842 164.1082 173.1883 171.5685
#> 610 611 612 613 614 615 616 617
#> 223.0770 181.1671 171.4990 227.0035 186.2884 230.1086 167.3829 233.3054
#> 618 619 620 621 622 623 624 625
#> 162.9322 166.1945 220.5581 171.8336 220.5581 169.7349 180.0736 109.4223
#> 626 627 628 630 631 632 633 634
#> 186.7939 172.5483 225.0088 168.3497 233.4490 162.9322 166.8521 161.7561
#> 635 636 637 638 639 640 641 642
#> 173.6984 167.6363 225.0914 173.4021 168.1282 164.6962 168.6031 169.7349
#> 643 644 645 646 647 648 649 650
#> 172.1565 167.3829 167.3829 170.9110 167.6363 161.7561 168.4627 229.4595
#> 651 652 653 654 655 656 657 659
#> 123.5412 171.6503 173.5976 169.7349 230.6208 164.6962 162.9322 167.3829
#> 660 661 662 663 664 665 666 667
#> 229.2836 163.5202 182.7603 173.2726 221.7342 164.9592 167.0483 161.7561
#> 669 670 671 672 673 674 675 676
#> 170.0176 171.7114 221.9972 225.6579 162.9322 165.8723 220.5581 221.7342
#> 677 678 679 680 681 682 683 684
#> 171.3055 173.6587 167.6363 112.1915 233.4813 169.8357 172.5223 167.6363
#> 685 686 687 688 689 690 691 692
#> 169.1912 221.5249 112.6970 169.1469 168.2243 178.2270 117.1477 108.8343
#> 693 694 695 696 697 698 699 700
#> 167.7494 174.5690 170.0176 163.2544 172.7446 168.5589 164.1082 162.9322
#> 701 702 703 704 705 706 707 708
#> 167.9709 162.3441 167.9709 164.1082 167.3829 174.2864 164.1082 163.5202
#> 709 710 711 712 713 714 715 716
#> 167.6363 165.2842 164.8277 230.1301 222.1130 166.4603 163.8370 165.8723
#> 717 718 719 720 722 723 724 725
#> 167.0483 164.7527 171.0398 167.1048 174.3429 163.5202 221.1461 165.8723
#> 726 727 728 729 730 731 732 733
#> 178.4780 167.7678 167.3829 223.4020 166.5918 175.8750 166.7949 162.3441
#> 734 735 736 737 738 740 741 742
#> 167.7617 170.9110 169.1469 172.0870 165.2842 226.1849 168.9227 177.7215
#> 743 744 745 746 747 748 749 750
#> 220.5581 235.5002 177.5428 165.2788 162.9322 167.9709 167.6363 168.5070
#> 751 752 753 754 755 756 757 758
#> 165.8723 113.8730 168.9423 164.6962 174.7737 229.4595 165.6065 176.1804
#> 759 760 761 762 763 764 765 766
#> 167.9709 167.9839 232.3516 164.1082 169.1469 233.2183 167.9709 165.8723
#> 767 769 770 772 773 774 775 776
#> 168.5589 173.8319 222.9102 164.6962 167.5096 167.3829 221.1461 175.4442
#> 777 778 779 780 781 782 783 784
#> 164.5027 166.4603 165.3408 164.6962 168.2243 171.2112 224.9569 227.4869
#> 785 786 787 788 789 790 791 792
#> 165.2842 169.1469 182.3432 162.3441 167.1048 168.2243 223.7346 167.7678
#> 793 794 795 796 797 798 799 800
#> 165.2842 177.1257 166.1353 167.0483 221.7342 221.1461 173.0096 163.8990
#> 801 802 803 804 805 806 807 808
#> 173.2957 220.8211 168.0716 238.1486 166.4596 163.7832 164.1082 168.2243
#> 809 810 811 812 813 814 815 816
#> 178.8151 165.2842 174.8088 168.2243 220.5581 164.6962 174.3644 162.9322
#> 817 818 819 820 821 822 823 824
#> 165.7353 164.6962 174.3644 167.3829 179.4031 163.6517 171.4566 168.2243
#> 825 826 827 828 829 830 831 832
#> 185.7004 164.1082 164.8065 225.2616 165.6065 176.5455 222.3222 167.9709
#> 833 834 835 836 837 838 839 840
#> 172.6750 176.1804 171.4990 167.1737 166.1353 166.2068 165.8723 167.6363
#> 841 842 843 844 845 846 847 848
#> 165.2842 165.4157 168.2243 221.1461 166.4603 173.3747 165.8723 175.0738
#> 849 850 851 852 853 854 855 856
#> 221.1461 169.2240 170.6056 169.6082 177.1335 167.6363 165.2842 170.2915
#> 857 858 859 860 861 862 863 864
#> 220.5581 173.0707 221.7342 168.2243 169.1292 165.9288 166.1353 177.7215
#> 865 866 867 868 869 870 871 872
#> 225.7541 220.5581 170.9110 168.8689 162.4756 163.5202 183.9233 164.6962
#> 873 874 875 876 877 878 879 880
#> 164.6962 165.2842 164.7527 164.1082 163.5202 164.1082 169.6089 166.5141
#> 881 882 883 885 886 887 888 889
#> 163.5202 222.3222 221.8732 164.1082 230.7051 165.8723 172.0870 164.4305
#> 890 891 892 893 894 895 896 897
#> 170.3230 163.5202 169.8220 181.9598 161.7561 167.3706 180.0736 171.9908
#> 898 899 900 901 904 906 907 908
#> 182.7603 166.4603 161.7561 187.6600 179.4161 170.9110 164.2397 166.4603
#> 909 910 911 912 913 914 915 916
#> 185.1123 171.4990 165.2842 165.9853 174.3812 220.5581 165.2842 166.0576
#> 917 918 919 920 921 922 923 924
#> 229.3374 171.1195 168.2243 164.1082 165.1315 165.2842 164.1082 166.2068
#> 925 926 927 928 929 930 932 933
#> 171.6305 163.5202 163.5202 173.1013 169.1469 165.8723 174.7737 166.4603
#> 934 935 936 937 938 939 940 941
#> 169.4774 164.6962 166.4603 171.4243 163.5202 167.0483 178.8151 170.9110
#> 942 943 944 945 946 947 948 949
#> 176.5377 168.6414 166.4603 166.0113 168.5589 170.3230 225.0088 163.5202
#> 951 952 953 954 955 956 957 958
#> 170.7325 168.2243 165.2842 225.0914 183.9363 164.1082 168.4254 163.7832
#> 959 960 961 962 963 964 965 966
#> 166.4603 162.9322 170.8025 180.9962 164.6962 169.7349 167.3829 164.1082
#> 967 968 969 970 971 972 973 974
#> 220.5581 173.7209 231.2236 168.8689 226.1849 175.3617 165.4157 161.7561
#> 975 976 977 978 979 980 981 982
#> 169.2034 180.3744 172.8065 164.2370 221.7342 177.0601 164.6962 169.7349
#> 983 984 985 986 987 988 989 990
#> 168.5589 167.6363 166.3076 164.3167 169.1469 165.2788 165.0185 170.9110
#> 991 992 993 994 995 996 997 998
#> 165.6760 167.6363 167.6363 223.1187 171.1220 170.3268 166.4603 230.6356
#> 999 1000 1001 1002 1003 1004 1005 1006
#> 168.2303 221.7907 172.6750 169.1469 165.7945 165.2842 175.9360 161.7561
#> 1007 1008 1009 1010 1011 1012 1013 1014
#> 167.6363 166.4603 165.8723 166.9521 166.4603 162.9887 166.5918 168.6031
#> 1015 1016 1017 1018 1019 1020 1021 1022
#> 171.8336 165.2842 175.9497 166.4603 175.3617 164.7657 165.8723 228.9021
#> 1023 1024 1026 1027 1028 1029 1030 1031
#> 164.1082 182.1722 167.6363 168.0124 166.2048 169.4079 165.9233 171.2536
#> 1032 1033 1034 1035 1036 1037 1038 1039
#> 164.7527 167.0483 222.9102 163.9555 166.4603 170.9935 164.5027 167.3113
#> 1040 1041 1042 1043 1044 1045 1046 1047
#> 167.6363 166.0603 165.0185 225.0959 163.2544 169.3042 229.4595 163.5202
#> 1048 1049 1050 1051 1052 1053 1054 1055
#> 166.4603 178.2270 163.5202 164.8815 229.4595 226.7729 180.0171 171.4990
#> 1056 1057 1058 1060 1061 1062 1063 1064
#> 163.5202 175.6099 162.9322 163.5202 175.3617 170.3230 162.3441 162.9322
#> 1065 1066 1067 1068 1069 1070 1071 1072
#> 174.1856 167.6363 168.2243 174.1856 229.4595 164.6962 220.5581 220.5581
#> 1073 1074 1075 1076 1077 1078 1079 1080
#> 180.5609 166.4603 164.1082 162.9322 182.5647 173.9673 170.4802 169.7349
#> 1081 1082 1083 1084 1085 1086 1087 1088
#> 220.5581 168.8942 164.1082 165.6065 168.4874 163.5202 167.0483 164.6962
#> 1089 1090 1091 1093 1094 1095 1096 1097
#> 166.5168 164.6962 168.5466 175.8750 168.5635 172.0870 223.4982 166.2068
#> 1098 1099 1100 1101 1102 1103 1104 1105
#> 166.4603 222.9102 165.8723 174.2467 162.3441 162.9322 169.1912 167.0483
#> 1106 1107 1108 1109 1110 1111 1112 1113
#> 168.0320 166.7928 168.2100 167.3829 164.6962 177.5130 178.9632 167.0483
#> 1114 1115 1116 1117 1118 1119 1120 1121
#> 167.9709 163.5202 171.9343 225.2718 225.0088 221.7907 167.0483 167.1048
#> 1122 1123 1124 1125 1126 1128 1129 1131
#> 118.0051 183.3483 169.6089 170.3230 169.1469 162.9322 177.1868 167.6363
#> 1132 1133 1134 1135 1136 1137 1138 1139
#> 226.1849 169.7349 221.2027 166.4603 169.2477 164.6962 170.9675 165.2842
#> 1140 1141 1142 1143 1144 1145 1146 1147
#> 165.2222 165.5473 177.1855 169.8120 221.1461 162.0191 221.7342 174.5508
#> 1148 1149 1150 1151 1152 1153 1154 1155
#> 221.1434 232.0117 162.9322 166.7826 168.5589 166.4603 167.9709 166.4603
#> 1156 1157 1158 1159 1160 1161 1162 1163
#> 163.5202 173.0096 164.6962 168.2809 164.1082 171.4881 174.3172 165.8723
#> 1164 1165 1166 1167 1168 1169 1170 1171
#> 167.7466 170.5536 224.5033 168.2243 167.6363 161.7561 220.5581 165.8723
#> 1172 1173 1174 1175 1176 1177 1178 1179
#> 172.3131 165.8723 171.7620 163.5202 170.3230 167.9884 168.8812 164.6962
#> 1180 1181 1182 1183 1184 1185 1186 1187
#> 169.7915 167.6363 164.1082 167.3829 169.6675 175.2154 172.2956 222.3222
#> 1188 1189 1190 1191 1192 1193 1194 1195
#> 165.2842 232.9915 167.6363 168.2243 167.3829 168.2597 164.1647 163.5767
#> 1196 1197 1198 1199 1200 1201 1202 1203
#> 171.4990 167.6363 172.4111 167.6363 167.9709 167.0483 222.3222 179.9911
#> 1204 1205 1206 1207 1208 1209 1210 1211
#> 165.8723 168.6414 163.5174 220.8804 181.8867 165.8723 169.1469 164.6962
#> 1212 1213 1214 1215 1216 1217 1218 1219
#> 172.2723 225.0088 163.5202 164.3167 165.8723 162.9322 168.0716 225.0088
#> 1220 1222 1223 1224 1225 1226 1227 1228
#> 220.5581 166.3076 177.1257 163.5202 162.9322 168.2597 174.7737 163.5202
#> 1229 1230 1231 1232 1233 1234 1236 1237
#> 169.0202 231.1226 164.1082 165.8716 168.8689 181.5842 167.6363 170.4406
#> 1238 1239 1240 1241 1242 1243 1244 1245
#> 168.4874 185.6178 225.9914 169.7349 167.7678 163.5202 167.0483 174.9524
#> 1246 1247 1248 1249 1250 1251 1252 1253
#> 166.5298 179.4161 167.3829 169.8922 165.8103 161.7561 178.2270 225.0699
#> 1254 1255 1256 1257 1258 1259 1260 1261
#> 162.4007 228.9540 168.5589 222.1695 172.6003 169.1469 223.4982 165.2842
#> 1262 1263 1264 1265 1266 1267 1268 1269
#> 167.0483 173.1662 225.3311 164.6962 169.1469 234.1715 185.7004 170.3230
#> 1270 1271 1272 1273 1274 1275 1276 1277
#> 165.2993 164.6962 222.1825 167.0483 225.0088 172.1435 169.1469 162.9322
#> 1278 1279 1280 1281 1282 1284 1285 1286
#> 166.1945 167.0428 170.3230 173.0584 167.6363 225.0088 166.8548 168.6414
#> 1288 1289 1290 1291 1292 1293 1294 1295
#> 165.8723 167.6363 165.8723 165.8723 164.1082 176.7684 169.1469 175.4738
#> 1296 1297 1298 1299 1300 1301 1302 1303
#> 229.4595 168.9015 162.3441 163.5202 221.2027 167.0483 177.8029 172.5438
#> 1304 1305 1306 1307 1308 1309 1310 1311
#> 162.9322 165.9390 164.6962 167.4271 163.9147 164.8277 165.8723 168.5589
#> 1312 1313 1314 1315 1316 1317 1318 1319
#> 221.7342 179.5421 171.4990 221.7342 170.6575 167.3309 168.2243 162.9322
#> 1320 1321 1322 1323 1324 1325 1326 1327
#> 168.2781 168.5589 166.6483 183.8538 169.5857 167.0483 171.9726 109.4223
#> 1328 1329 1330 1331 1333 1334 1335 1336
#> 166.8391 163.5202 220.5581 221.7907 168.2243 165.8723 163.5202 166.1353
#> 1337 1338 1339 1340 1341 1342 1343 1344
#> 107.6583 165.2842 161.7561 170.9805 165.2842 170.8148 174.9524 165.8723
#> 1345 1346 1347 1348 1349 1350 1351 1352
#> 171.7666 167.0483 163.5202 164.1082 164.0250 172.4216 110.9375 177.3045
#> 1353 1354 1355 1356 1357 1358 1359 1360
#> 165.4233 175.3617 165.2842 164.0870 172.0123 162.9322 164.1082 166.4603
#> 1361 1362 1363 1364 1365 1366 1367 1368
#> 165.2222 226.6202 168.2216 165.2842 111.6782 169.4099 221.9195 162.9322
#> 1369 1370 1371 1372 1373 1374 1375 1376
#> 179.0236 168.8477 172.9057 169.5822 163.6592 221.8629 170.3230 168.8552
#> 1377 1378 1379 1380 1381 1382 1383 1385
#> 167.4271 162.0191 167.6363 224.6743 185.7004 176.5455 175.3923 177.6759
#> 1386 1388 1389 1390 1391 1392 1393 1394
#> 235.2650 166.4603 167.0483 169.7915 163.7832 164.3712 170.7583 163.5202
#> 1395 1396 1397 1398 1399 1400 1401 1402
#> 162.3441 170.7350 162.9322 176.7164 170.4463 169.5303 168.5466 167.6363
#> 1403 1404 1405 1406 1407 1408 1409 1410
#> 168.5589 163.5202 171.4990 165.2842 167.0483 174.2032 167.9709 167.6363
#> 1411 1413 1414 1415 1416 1417 1418 1419
#> 178.5753 164.7527 166.9521 166.4603 220.5581 163.2544 165.3613 184.5243
#> 1420 1421 1422 1423 1424 1425 1426 1427
#> 229.4595 165.5669 167.6363 164.2397 176.2629 112.6970 168.4874 164.1082
#> 1428 1429 1430 1431 1432 1433 1434 1435
#> 184.5243 167.0483 232.5099 223.5547 164.4305 167.6226 171.8687 164.1082
#> 1436 1437 1438 1439 1440 1441 1442 1443
#> 164.1082 168.2243 166.4603 168.5589 221.7342 167.6363 166.7948 162.9322
#> 1444 1445 1446 1447 1448 1449 1450 1451
#> 180.4829 166.3233 164.1082 162.9322 164.1082 174.7737 179.8202 225.0088
#> 1452 1453 1454 1455 1456 1457 1458 1459
#> 165.3408 162.9322 220.5581 222.1287 162.3441 172.1046 165.2842 166.7948
#> 1460 1461 1462 1463 1464 1465 1466 1467
#> 173.7763 169.7349 172.0446 167.6363 165.2842 165.2630 166.9521 167.0483
#> 1468 1469 1470 1471 1472 1474 1475 1476
#> 166.4603 164.1082 166.2068 166.2668 167.6363 164.1082 177.0510 167.6336
#> 1477 1478 1479 1480 1481 1482 1483 1484
#> 163.5202 166.7948 172.6750 236.9413 167.9709 173.5976 168.2809 175.6997
#> 1485 1486 1487 1488 1489 1490 1491 1492
#> 222.3222 163.8990 172.0870 162.9322 230.7746 164.6962 171.6120 165.2842
#> 1493 1494 1495 1496 1497 1498 1499 1500
#> 162.9322 173.0584 173.0096 162.9322 221.7342 175.9497 175.7970 164.6962
#> 1501 1502 1503 1504 1505 1506 1507 1508
#> 166.9521 172.6750 221.7342 162.9322 172.8038 164.1082 164.1082 165.3538
#> 1509 1510 1511 1512 1513 1514 1515 1516
#> 167.5401 166.6688 168.0151 166.4603 222.9102 169.8045 182.7377 170.9110
#> 1517 1518 1519 1520 1521 1522 1523 1524
#> 165.2630 222.9102 167.6363 175.2154 169.0849 171.2455 165.4103 169.9202
#> 1525 1526 1527 1528 1529 1530 1531 1532
#> 170.6056 221.8472 163.5202 220.5581 223.9901 165.0158 169.7349 166.4603
#> 1533 1534 1535 1536 1537 1538 1539 1540
#> 166.4603 168.2243 165.9513 175.8877 170.9675 166.8548 170.2145 226.1849
#> 1541 1542 1543 1544 1545 1546 1547 1549
#> 177.0510 162.3441 167.0483 235.8530 164.3712 175.0219 177.8268 167.6363
#> 1550 1551 1552 1553 1554 1555 1556 1557
#> 166.7948 164.1082 220.5581 167.8993 169.1469 166.5993 239.2102 167.2363
#> 1558 1559 1560 1561 1562 1563 1564 1565
#> 163.2544 123.9357 163.5202 167.0483 165.9288 125.5138 166.3076 166.4603
#> 1566 1567 1568 1569 1570 1571 1572 1573
#> 164.4305 168.2243 167.6363 167.9709 162.9322 181.2497 165.2842 220.8804
#> 1574 1575 1576 1577 1578 1579 1580 1581
#> 164.1082 170.7018 168.2243 168.6414 165.2842 169.4542 177.3888 169.2470
#> 1582 1584 1585 1586 1587 1588 1589 1590
#> 221.7342 167.0483 177.8925 108.8343 170.2268 167.6363 165.8723 165.8723
#> 1591 1592 1593 1594 1596 1597 1598 1599
#> 170.1703 169.5822 169.9656 171.2455 165.4157 163.5202 174.7374 175.9497
#> 1600 1601 1602 1603 1604 1605 1606 1607
#> 165.8723 181.7552 171.4990 181.7552 168.5589 164.6962 178.2270 165.8723
#> 1608 1609 1610 1611 1613 1614 1615 1616
#> 167.3829 221.1461 167.3309 165.1315 166.8548 222.3222 164.6962 170.9675
#> 1617 1618 1619 1620 1621 1622 1623 1624
#> 164.8277 167.6363 169.6388 176.9029 163.3212 166.4603 166.4603 167.0483
#> 1625 1626 1627 1628 1629 1630 1631 1632
#> 167.6459 167.0483 177.8528 177.5130 163.5897 165.8723 165.8723 170.9110
#> 1633 1634 1635 1636 1637 1638 1639 1640
#> 164.2472 186.2059 171.3846 129.3069 166.2068 165.8723 166.7826 168.2243
#> 1641 1642 1643 1644 1645 1646 1647 1648
#> 162.9322 165.2842 163.5202 221.1461 167.6363 165.7196 166.6558 168.2932
#> 1649 1650 1651 1652 1653 1654 1655 1656
#> 167.0483 169.7349 167.6363 161.7561 168.5589 162.9887 166.4603 164.1082
#> 1657 1658 1659 1660 1661 1662 1663 1664
#> 163.5202 162.4007 170.8946 180.7838 174.7737 226.2979 220.8804 176.0277
#> 1665 1666 1667 1668 1669 1670 1671 1672
#> 165.2842 175.8535 165.1473 164.3712 170.3795 163.5202 165.2842 166.4603
#> 1673 1674 1675 1677 1678 1679 1680 1681
#> 225.0088 162.9322 167.6363 162.4137 166.2068 170.3230 109.4223 169.9980
#> 1682 1683 1684 1685 1686 1687 1688 1689
#> 232.4691 220.5581 175.9497 165.4928 166.4603 163.5202 164.1082 116.5948
#> 1690 1691 1692 1693 1694 1695 1696 1697
#> 167.6363 231.5459 184.4418 225.6579 229.2020 162.9322 167.9586 162.9322
#> 1698 1699 1700 1701 1702 1703 1704 1705
#> 167.0483 222.5852 162.9322 221.7342 161.7561 166.4603 164.6962 170.9110
#> 1706 1707 1708 1709 1710 1711 1713 1714
#> 220.5581 171.8336 164.1082 171.4028 173.5976 166.8514 170.9110 162.9322
#> 1715 1716 1717 1718 1719 1720 1721 1722
#> 226.5071 172.0870 222.3222 167.8781 174.9081 162.9322 172.6750 165.6630
#> 1723 1724 1725 1726 1727 1728 1729 1730
#> 174.5708 172.6003 226.2674 173.0096 167.0483 221.1461 173.5976 163.5202
#> 1731 1732 1734 1735 1736 1737 1738 1739
#> 221.2157 167.6363 163.5202 162.9322 165.2842 168.5589 167.5144 175.5404
#> 1740 1741 1742 1743 1744 1745 1746 1747
#> 164.1082 163.5202 162.9322 165.2842 171.8336 222.3222 164.0462 168.9534
#> 1748 1749 1750 1751 1752 1753 1754 1755
#> 164.6962 164.4305 162.9322 166.5168 166.2511 221.2157 124.9258 171.4028
#> 1756 1757 1758 1759 1760 1761 1762 1763
#> 165.0185 166.4603 163.5202 164.1082 171.4990 163.5202 166.1353 164.6962
#> 1764 1765 1766 1767 1768 1769 1770 1772
#> 225.7849 164.1082 165.2842 163.8425 164.1082 164.9592 237.2376 166.4603
#> 1773 1774 1775 1776 1777 1778 1779 1780
#> 165.0178 166.5373 167.9089 172.4216 170.4620 164.1082 171.4853 168.2243
#> 1782 1783 1784 1785 1786 1787 1788 1789
#> 167.3829 162.0784 163.5202 221.1461 225.2623 168.2243 169.7349 164.2397
#> 1790 1791 1792 1793 1794 1795 1796 1797
#> 169.4295 162.9322 167.3706 177.4435 174.9478 170.1721 169.0127 167.3829
#> 1798 1799 1800 1801 1802 1803 1804 1805
#> 170.3230 173.5976 167.0911 167.0483 167.9709 175.8729 165.2842 162.9322
#> 1806 1807 1808 1809 1810 1811 1812 1813
#> 171.4990 225.9756 222.4455 166.5298 168.5589 162.3441 172.6750 175.5404
#> 1814 1815 1816 1817 1818 1819 1820 1821
#> 173.4449 185.2384 171.4028 164.6962 165.8695 162.9322 174.4430 168.2243
#> 1822 1823 1824 1825 1827 1828 1829 1830
#> 178.8151 167.6363 165.8723 163.5202 163.5202 162.3441 166.8956 171.8336
#> 1831 1832 1833 1834 1836 1837 1838 1839
#> 167.6363 167.0483 165.3408 232.4534 171.7855 170.7583 168.2932 168.2243
#> 1840 1841 1842 1843 1844 1845 1846 1847
#> 181.6362 168.0151 220.5581 224.9569 165.0185 162.9322 164.5722 126.3103
#> 1848 1849 1851 1852 1853 1854 1855 1856
#> 166.5902 166.2068 170.9110 168.2243 163.6517 169.0542 220.5581 222.1695
#> 1857 1858 1859 1860 1861 1862 1863 1864
#> 222.1695 166.4603 165.2842 165.8723 168.5589 168.8219 172.5789 221.7342
#> 1865 1866 1867 1868 1869 1870 1871 1872
#> 162.9322 220.5581 165.2842 167.1048 173.1357 164.1082 164.6962 167.0911
#> 1873 1875 1876 1877 1878 1879 1880 1881
#> 165.2842 167.7058 222.3222 225.5968 223.4362 169.4295 221.1461 176.2674
#> 1882 1883 1884 1885 1886 1887 1888 1889
#> 230.0476 224.6743 174.6775 174.3644 175.9497 168.8096 173.0096 176.5377
#> 1890 1891 1892 1893 1894 1895 1896 1897
#> 232.1950 169.2294 168.2107 229.4595 222.1130 222.3787 166.3983 167.6363
#> 1898 1899 1900 1901 1902 1903 1904 1905
#> 167.1798 220.5581 220.5581 172.6750 164.8277 167.6363 172.6750 163.8425
#> 1906 1907 1908 1909 1910 1911 1912 1913
#> 163.5202 168.2243 162.9322 169.5264 170.9110 162.3441 173.5976 169.7349
#> 1914 1915 1916 1917 1918 1919 1920 1921
#> 177.8925 164.1082 174.1856 165.6788 167.9709 167.1178 164.7527 220.5581
#> 1922 1923 1924 1925 1926 1927 1928 1929
#> 167.9688 178.2530 165.5623 176.1165 162.3441 170.9110 176.8555 165.1500
#> 1930 1931 1932 1933 1934 1935 1936 1937
#> 167.6363 222.9102 163.5202 168.2243 172.1435 165.4853 231.2819 163.5202
#> 1938 1939 1940 1941 1942 1943 1944 1945
#> 167.9709 167.6363 167.0483 167.9189 168.6719 220.8804 168.8689 167.9709
#> 1946 1947 1948 1949 1950 1951 1952 1953
#> 119.9935 178.8151 165.4157 222.9102 224.6743 177.3045 166.4603 221.4657
#> 1954 1955 1956 1957 1959 1960 1961 1962
#> 166.8493 220.5581 167.7678 167.6363 164.1082 164.6962 164.3712 167.7651
#> 1963 1964 1965 1966 1967 1968 1969 1970
#> 165.8723 165.0750 165.2842 167.5531 165.2842 170.8148 172.4781 164.1082
#> 1971 1972 1973 1974 1975 1976 1977 1978
#> 167.2438 166.2068 170.1295 167.1736 177.0510 220.5581 170.1580 168.2243
#> 1979 1980 1981 1982 1983 1984 1985 1986
#> 222.3787 173.3747 165.2842 166.0733 173.5976 164.6962 172.4658 164.1082
#> 1987 1988 1989 1990 1991 1992 1993 1994
#> 164.5027 176.9250 229.4595 164.1082 173.0096 171.2898 177.8261 164.6962
#> 1995 1996 1997 1998 1999 2000
#> 163.7212 223.4982 224.7438 162.6664 166.7826 169.1469