Given a dataset in long format, for instance generated by
msprep, this function cuts a multi-state data frame (object of
type "msdata") at a landmark time point LM. Administrative censoring can be
applied at time cens, equal for all individuals.
Arguments
- msdata
An object of class
"msdata", such as output bymsprep- LM
The landmark time point at which the cut is to be made
- cens
The time point at which administrative censoring is to be applied; if missing, no administrative censoring will be applied
Value
An object of class "msdata" again, containing only follow-up
data after LM. The data frame contains an extra column Tentry with
the time of entry into the present state.
Details
The function has a similar purpose as the cutLM function in the
dynpred package. Only follow-up after a landmark time point LM is
considered, so all subjects who are no longer at risk are removed. Column
time is updated based on the new Tstart and Tstop.
References
L. C. de Wreede, M. Fiocco, and H. Putter (2011). mstate: An R Package for the Analysis of Competing Risks and Multi-State Models. Journal of Statistical Software 38: 7.
Author
Hein Putter H.Putter@lumc.nl
Examples
tmat <- trans.illdeath(names=c("Tx","PR","RelDeath"))
data(ebmt3) # data from Section 4 of Putter, Fiocco & Geskus (2007)
msebmt <- msprep(time=c(NA,"prtime","rfstime"),status=c(NA,"prstat","rfsstat"),
data=ebmt3,trans=tmat)
# Cut at 5 years
cutLMms(msebmt, LM=1826)
#> An object of class 'msdata'
#>
#> Data:
#> id from to trans Tstart Tstop time status Tentry
#> 62 23 1 2 1 1826 1959 133 0 0
#> 63 23 1 3 2 1826 1959 133 0 0
#> 64 24 1 2 1 1826 1837 11 0 0
#> 65 24 1 3 2 1826 1837 11 0 0
#> 71 26 2 3 3 1826 2106 280 0 136
#> 74 27 2 3 3 1826 2064 238 0 148
#> 77 28 2 3 3 1826 2042 216 0 28
#> 95 35 1 2 1 1826 2267 441 0 0
#> 96 35 1 3 2 1826 2267 441 0 0
#> 102 37 2 3 3 1826 2588 762 0 118
#> 107 39 2 3 3 1826 2182 356 0 80
#> 108 40 1 2 1 1826 1827 1 0 0
#> 109 40 1 3 2 1826 1827 1 0 0
#> 113 42 1 2 1 1826 1831 5 0 0
#> 114 42 1 3 2 1826 1831 5 0 0
#> 127 47 2 3 3 1826 2424 598 0 163
#> 133 49 2 3 3 1826 2185 359 0 41
#> 134 50 1 2 1 1826 2179 353 0 0
#> 135 50 1 3 2 1826 2179 353 0 0
#> 138 51 2 3 3 1826 1882 56 1 31
#> 141 52 2 3 3 1826 2053 227 0 41
#> 144 53 2 3 3 1826 1983 157 0 97
#> 147 54 2 3 3 1826 1969 143 0 27
#> 155 57 2 3 3 1826 1856 30 0 36
#> 166 61 2 3 3 1826 1842 16 0 37
#> 204 74 2 3 3 1826 2013 187 0 29
#> 207 75 2 3 3 1826 1841 15 0 245
#> 210 76 2 3 3 1826 1924 98 0 50
#> 235 85 1 2 1 1826 2767 941 0 0
#> 236 85 1 3 2 1826 2767 941 0 0
#> 249 90 2 3 3 1826 1838 12 0 35
#> 255 92 2 3 3 1826 1847 21 0 19
#> 261 95 1 2 1 1826 2314 488 0 0
#> 262 95 1 3 2 1826 2314 488 0 0
#> 265 97 1 2 1 1826 2260 434 0 0
#> 266 97 1 3 2 1826 2260 434 0 0
#> 267 98 1 2 1 1826 2186 360 0 0
#> 268 98 1 3 2 1826 2186 360 0 0
#> 269 99 1 2 1 1826 2232 406 0 0
#> 270 99 1 3 2 1826 2232 406 0 0
#> 278 103 1 2 1 1826 2545 719 0 0
#> 279 103 1 3 2 1826 2545 719 0 0
#> 282 105 1 2 1 1826 2447 621 0 0
#> 283 105 1 3 2 1826 2447 621 0 0
#> 312 118 2 3 3 1826 1901 75 0 48
#> 404 154 2 3 3 1826 2076 250 0 274
#> 407 155 2 3 3 1826 2163 337 1 130
#> 408 156 1 2 1 1826 2239 413 0 0
#> 409 156 1 3 2 1826 2239 413 0 0
#> 425 162 2 3 3 1826 1840 14 0 152
#> 433 165 2 3 3 1826 2058 232 0 111
#> 442 168 2 3 3 1826 2055 229 0 54
#> 467 179 2 3 3 1826 2271 445 0 80
#> 473 181 2 3 3 1826 2160 334 0 38
#> 480 184 2 3 3 1826 1936 110 0 42
#> 513 196 2 3 3 1826 2519 693 0 20
#> 516 197 2 3 3 1826 2492 666 0 19
#> 519 198 2 3 3 1826 2061 235 0 26
#> 522 199 2 3 3 1826 1896 70 1 31
#> 525 200 2 3 3 1826 2043 217 0 24
#> 534 203 2 3 3 1826 2339 513 0 21
#> 539 205 2 3 3 1826 2020 194 0 23
#> 544 207 2 3 3 1826 1831 5 0 25
#> 550 209 2 3 3 1826 1893 67 0 66
#> 587 224 1 2 1 1826 1935 109 0 0
#> 588 224 1 3 2 1826 1935 109 0 0
#> 606 231 2 3 3 1826 2652 826 0 31
#> 607 232 1 2 1 1826 1837 11 0 0
#> 608 232 1 3 2 1826 1837 11 0 0
#> 626 241 1 2 1 1826 2284 458 0 0
#> 627 241 1 3 2 1826 2284 458 1 0
#> 630 243 1 2 1 1826 2412 586 0 0
#> 631 243 1 3 2 1826 2412 586 0 0
#> 632 244 1 2 1 1826 2343 517 0 0
#> 633 244 1 3 2 1826 2343 517 0 0
#> 634 245 1 2 1 1826 2561 735 0 0
#> 635 245 1 3 2 1826 2561 735 0 0
#> 636 246 1 2 1 1826 1929 103 0 0
#> 637 246 1 3 2 1826 1929 103 1 0
#> 640 248 1 2 1 1826 2380 554 0 0
#> 641 248 1 3 2 1826 2380 554 0 0
#> 642 249 1 2 1 1826 2145 319 0 0
#> 643 249 1 3 2 1826 2145 319 0 0
#> 646 251 1 2 1 1826 2412 586 0 0
#> 647 251 1 3 2 1826 2412 586 0 0
#> 650 253 1 2 1 1826 2043 217 0 0
#> 651 253 1 3 2 1826 2043 217 0 0
#> 652 254 1 2 1 1826 2404 578 0 0
#> 653 254 1 3 2 1826 2404 578 0 0
#> 654 255 1 2 1 1826 2443 617 0 0
#> 655 255 1 3 2 1826 2443 617 0 0
#> 656 256 1 2 1 1826 2398 572 0 0
#> 657 256 1 3 2 1826 2398 572 0 0
#> 660 258 1 2 1 1826 2119 293 0 0
#> 661 258 1 3 2 1826 2119 293 0 0
#> 662 259 1 2 1 1826 2295 469 0 0
#> 663 259 1 3 2 1826 2295 469 0 0
#> 666 261 1 2 1 1826 2254 428 0 0
#> 667 261 1 3 2 1826 2254 428 0 0
#> 668 262 1 2 1 1826 2083 257 0 0
#> 669 262 1 3 2 1826 2083 257 0 0
#> 672 264 1 2 1 1826 2253 427 0 0
#> 673 264 1 3 2 1826 2253 427 0 0
#> 674 265 1 2 1 1826 2173 347 0 0
#> 675 265 1 3 2 1826 2173 347 0 0
#> 676 266 1 2 1 1826 1925 99 0 0
#> 677 266 1 3 2 1826 1925 99 0 0
#> 680 268 1 2 1 1826 2140 314 0 0
#> 681 268 1 3 2 1826 2140 314 0 0
#> 688 272 1 2 1 1826 1873 47 0 0
#> 689 272 1 3 2 1826 1873 47 0 0
#> 692 274 1 2 1 1826 1963 137 0 0
#> 693 274 1 3 2 1826 1963 137 0 0
#> 700 278 1 2 1 1826 1936 110 0 0
#> 701 278 1 3 2 1826 1936 110 0 0
#> 752 304 1 2 1 1826 1878 52 0 0
#> 753 304 1 3 2 1826 1878 52 0 0
#> 882 359 1 2 1 1826 2241 415 0 0
#> 883 359 1 3 2 1826 2241 415 0 0
#> 884 360 1 2 1 1826 2127 301 0 0
#> 885 360 1 3 2 1826 2127 301 0 0
#> 886 361 1 2 1 1826 2101 275 0 0
#> 887 361 1 3 2 1826 2101 275 0 0
#> 888 362 1 2 1 1826 2130 304 0 0
#> 889 362 1 3 2 1826 2130 304 0 0
#> 892 364 1 2 1 1826 2052 226 0 0
#> 893 364 1 3 2 1826 2052 226 0 0
#> 894 365 1 2 1 1826 1842 16 0 0
#> 895 365 1 3 2 1826 1842 16 0 0
#> 898 367 1 2 1 1826 2324 498 0 0
#> 899 367 1 3 2 1826 2324 498 1 0
#> 904 370 1 2 1 1826 2554 728 0 0
#> 905 370 1 3 2 1826 2554 728 0 0
#> 912 374 1 2 1 1826 1847 21 0 0
#> 913 374 1 3 2 1826 1847 21 0 0
#> 977 402 2 3 3 1826 2016 190 0 22
#> 982 405 1 2 1 1826 2498 672 0 0
#> 983 405 1 3 2 1826 2498 672 0 0
#> 986 407 1 2 1 1826 2463 637 0 0
#> 987 407 1 3 2 1826 2463 637 0 0
#> 988 408 1 2 1 1826 2449 623 0 0
#> 989 408 1 3 2 1826 2449 623 0 0
#> 990 409 1 2 1 1826 2437 611 0 0
#> 991 409 1 3 2 1826 2437 611 0 0
#> 992 410 1 2 1 1826 2386 560 0 0
#> 993 410 1 3 2 1826 2386 560 0 0
#> 994 411 1 2 1 1826 2204 378 0 0
#> 995 411 1 3 2 1826 2204 378 0 0
#> 996 412 1 2 1 1826 2134 308 0 0
#> 997 412 1 3 2 1826 2134 308 0 0
#> 1000 414 1 2 1 1826 1883 57 0 0
#> 1001 414 1 3 2 1826 1883 57 0 0
#> 1022 423 2 3 3 1826 2374 548 0 16
#> 1045 431 2 3 3 1826 2239 413 0 26
#> 1048 432 2 3 3 1826 2217 391 0 24
#> 1060 436 2 3 3 1826 1886 60 0 21
#> 1067 439 1 2 1 1826 1899 73 0 0
#> 1068 439 1 3 2 1826 1899 73 0 0
#> 1075 442 1 2 1 1826 1907 81 0 0
#> 1076 442 1 3 2 1826 1907 81 0 0
#> 1157 472 2 3 3 1826 2051 225 0 24
#> 1166 475 2 3 3 1826 1862 36 0 30
#> 1228 497 2 3 3 1826 2318 492 0 26
#> 1231 498 2 3 3 1826 2003 177 0 15
#> 1253 506 1 2 1 1826 2275 449 0 0
#> 1254 506 1 3 2 1826 2275 449 0 0
#> 1255 507 1 2 1 1826 2220 394 0 0
#> 1256 507 1 3 2 1826 2220 394 0 0
#> 1257 508 1 2 1 1826 2225 399 0 0
#> 1258 508 1 3 2 1826 2225 399 0 0
#> 1259 509 1 2 1 1826 1861 35 0 0
#> 1260 509 1 3 2 1826 1861 35 0 0
#> 1261 510 1 2 1 1826 1854 28 0 0
#> 1262 510 1 3 2 1826 1854 28 0 0
#> 1263 511 1 2 1 1826 1861 35 0 0
#> 1264 511 1 3 2 1826 1861 35 0 0
#> 1285 521 2 3 3 1826 2504 678 0 24
#> 1291 523 2 3 3 1826 2550 724 0 18
#> 1300 526 2 3 3 1826 2184 358 0 28
#> 1311 530 2 3 3 1826 2175 349 0 117
#> 1314 531 2 3 3 1826 2382 556 0 37
#> 1317 532 2 3 3 1826 2182 356 0 26
#> 1332 537 2 3 3 1826 2168 342 0 33
#> 1335 538 2 3 3 1826 1834 8 0 23
#> 1362 547 2 3 3 1826 2239 413 0 20
#> 1385 555 2 3 3 1826 1835 9 0 17
#> 1502 599 2 3 3 1826 2121 295 0 29
#> 1505 600 2 3 3 1826 2483 657 1 25
#> 1514 603 2 3 3 1826 1904 78 0 23
#> 1520 605 2 3 3 1826 1909 83 0 59
#> 1526 607 2 3 3 1826 1936 110 0 29
#> 1591 629 2 3 3 1826 2161 335 0 40
#> 1598 632 2 3 3 1826 1932 106 0 30
#> 1601 633 2 3 3 1826 1980 154 0 55
#> 1614 638 2 3 3 1826 1852 26 0 40
#> 1620 640 2 3 3 1826 1937 111 0 69
#> 1631 644 2 3 3 1826 1840 14 0 17
#> 1707 673 2 3 3 1826 2812 986 0 31
#> 1710 674 2 3 3 1826 2824 998 0 31
#> 1731 682 2 3 3 1826 2565 739 0 27
#> 1732 683 1 2 1 1826 2587 761 0 0
#> 1733 683 1 3 2 1826 2587 761 0 0
#> 1736 684 2 3 3 1826 2453 627 0 33
#> 1742 686 2 3 3 1826 2393 567 0 41
#> 1745 687 2 3 3 1826 2549 723 0 26
#> 1748 688 2 3 3 1826 2303 477 0 294
#> 1751 689 2 3 3 1826 2217 391 0 129
#> 1754 690 2 3 3 1826 2154 328 0 20
#> 1757 691 2 3 3 1826 2051 225 0 35
#> 1790 702 2 3 3 1826 2364 538 0 34
#> 1796 704 2 3 3 1826 2245 419 0 30
#> 1891 737 2 3 3 1826 2167 341 0 24
#> 1939 757 1 2 1 1826 1855 29 0 0
#> 1940 757 1 3 2 1826 1855 29 0 0
#> 2093 822 1 2 1 1826 1848 22 0 0
#> 2094 822 1 3 2 1826 1848 22 0 0
#> 2230 888 2 3 3 1826 2314 488 0 56
#> 2233 889 2 3 3 1826 2037 211 0 46
#> 2236 890 2 3 3 1826 2561 735 0 49
#> 2281 907 2 3 3 1826 2022 196 0 21
#> 2287 909 2 3 3 1826 1936 110 0 40
#> 2403 949 1 2 1 1826 1977 151 0 0
#> 2404 949 1 3 2 1826 1977 151 1 0
#> 2517 992 2 3 3 1826 2062 236 0 31
#> 2522 994 2 3 3 1826 1947 121 0 49
#> 2525 995 2 3 3 1826 1872 46 0 50
#> 2589 1019 2 3 3 1826 1855 29 0 25
#> 2614 1029 2 3 3 1826 1991 165 0 27
#> 2628 1034 2 3 3 1826 1831 5 0 201
#> 2658 1045 2 3 3 1826 2026 200 0 39
#> 2661 1046 2 3 3 1826 2483 657 0 18
#> 2664 1047 2 3 3 1826 2443 617 0 13
#> 2667 1048 2 3 3 1826 2001 175 0 45
#> 2670 1049 2 3 3 1826 1980 154 0 31
#> 2673 1051 1 2 1 1826 2267 441 0 0
#> 2674 1051 1 3 2 1826 2267 441 0 0
#> 2681 1055 1 2 1 1826 2038 212 0 0
#> 2682 1055 1 3 2 1826 2038 212 0 0
#> 2683 1056 1 2 1 1826 2121 295 0 0
#> 2684 1056 1 3 2 1826 2121 295 0 0
#> 2689 1059 1 2 1 1826 1875 49 0 0
#> 2690 1059 1 3 2 1826 1875 49 0 0
#> 2716 1071 2 3 3 1826 2102 276 0 17
#> 2719 1072 2 3 3 1826 2103 277 0 32
#> 2722 1073 2 3 3 1826 1942 116 0 16
#> 2769 1090 1 2 1 1826 2051 225 0 0
#> 2770 1090 1 3 2 1826 2051 225 0 0
#> 2773 1092 1 2 1 1826 2206 380 0 0
#> 2774 1092 1 3 2 1826 2206 380 0 0
#> 2787 1098 2 3 3 1826 2288 462 0 30
#> 2808 1107 2 3 3 1826 2043 217 0 97
#> 2835 1117 2 3 3 1826 2082 256 0 23
#> 2840 1119 2 3 3 1826 1923 97 0 25
#> 2843 1121 1 2 1 1826 2350 524 0 0
#> 2844 1121 1 3 2 1826 2350 524 0 0
#> 2847 1123 1 2 1 1826 2156 330 0 0
#> 2848 1123 1 3 2 1826 2156 330 0 0
#> 2853 1126 1 2 1 1826 2153 327 0 0
#> 2854 1126 1 3 2 1826 2153 327 0 0
#> 2855 1127 1 2 1 1826 1870 44 0 0
#> 2856 1127 1 3 2 1826 1870 44 0 0
#> 3038 1212 2 3 3 1826 2308 482 0 17
#> 3043 1214 2 3 3 1826 2198 372 0 15
#> 3044 1215 1 2 1 1826 2254 428 0 0
#> 3045 1215 1 3 2 1826 2254 428 0 0
#> 3046 1216 1 2 1 1826 2094 268 0 0
#> 3047 1216 1 3 2 1826 2094 268 0 0
#> 3052 1218 2 3 3 1826 1896 70 0 13
#> 3055 1219 2 3 3 1826 1882 56 0 9
#> 3108 1241 2 3 3 1826 1890 64 0 26
#> 3179 1267 2 3 3 1826 1972 146 0 21
#> 3188 1270 2 3 3 1826 1937 111 0 20
#> 3197 1273 2 3 3 1826 1970 144 0 25
#> 3200 1274 2 3 3 1826 2036 210 0 14
#> 3203 1275 2 3 3 1826 1972 146 0 21
#> 3206 1276 2 3 3 1826 1895 69 0 20
#> 3209 1277 2 3 3 1826 1841 15 0 15
#> 3215 1279 2 3 3 1826 1865 39 0 25
#> 3230 1284 2 3 3 1826 1832 6 0 15
#> 3302 1310 2 3 3 1826 2084 258 0 19
#> 3352 1329 1 2 1 1826 1968 142 0 0
#> 3353 1329 1 3 2 1826 1968 142 0 0
#> 3356 1330 2 3 3 1826 1849 23 0 33
#> 3405 1350 2 3 3 1826 2551 725 0 18
#> 3411 1352 2 3 3 1826 2492 666 0 13
#> 3414 1353 2 3 3 1826 2243 417 0 12
#> 3419 1355 2 3 3 1826 2092 266 0 15
#> 3437 1363 1 2 1 1826 2660 834 0 0
#> 3438 1363 1 3 2 1826 2660 834 0 0
#> 3441 1364 2 3 3 1826 2397 571 0 27
#> 3463 1372 2 3 3 1826 1865 39 0 51
#> 3503 1388 2 3 3 1826 2276 450 0 31
#> 3539 1403 1 2 1 1826 1980 154 0 0
#> 3540 1403 1 3 2 1826 1980 154 0 0
#> 3544 1405 1 2 1 1826 2228 402 0 0
#> 3545 1405 1 3 2 1826 2228 402 0 0
#> 3550 1408 1 2 1 1826 2052 226 0 0
#> 3551 1408 1 3 2 1826 2052 226 0 0
#> 3560 1413 1 2 1 1826 2228 402 0 0
#> 3561 1413 1 3 2 1826 2228 402 0 0
#> 3562 1414 1 2 1 1826 2016 190 0 0
#> 3563 1414 1 3 2 1826 2016 190 0 0
#> 3591 1427 2 3 3 1826 2573 747 0 29
#> 3594 1428 2 3 3 1826 2351 525 0 40
#> 3597 1429 2 3 3 1826 2466 640 0 27
#> 3600 1430 2 3 3 1826 2009 183 0 26
#> 3603 1431 2 3 3 1826 2198 372 0 22
#> 3604 1432 1 2 1 1826 1835 9 0 0
#> 3605 1432 1 3 2 1826 1835 9 0 0
#> 3612 1436 1 2 1 1826 1830 4 0 0
#> 3613 1436 1 3 2 1826 1830 4 0 0
#> 3614 1437 1 2 1 1826 1970 144 0 0
#> 3615 1437 1 3 2 1826 1970 144 0 0
#> 3616 1438 1 2 1 1826 1954 128 0 0
#> 3617 1438 1 3 2 1826 1954 128 1 0
#> 3618 1439 1 2 1 1826 1842 16 0 0
#> 3619 1439 1 3 2 1826 1842 16 0 0
#> 3620 1440 1 2 1 1826 1829 3 0 0
#> 3621 1440 1 3 2 1826 1829 3 0 0
#> 3636 1446 2 3 3 1826 2206 380 0 24
#> 3641 1448 2 3 3 1826 1838 12 0 24
#> 3646 1451 1 2 1 1826 1831 5 0 0
#> 3647 1451 1 3 2 1826 1831 5 0 0
#> 3656 1455 2 3 3 1826 2678 852 0 26
#> 3662 1457 2 3 3 1826 2265 439 0 43
#> 3666 1459 1 2 1 1826 2250 424 0 0
#> 3667 1459 1 3 2 1826 2250 424 0 0
#> 3668 1460 1 2 1 1826 2086 260 0 0
#> 3669 1460 1 3 2 1826 2086 260 0 0
#> 3676 1463 2 3 3 1826 2104 278 0 75
#> 3681 1465 2 3 3 1826 2131 305 0 26
#> 3707 1477 1 2 1 1826 2030 204 0 0
#> 3708 1477 1 3 2 1826 2030 204 0 0
#> 3714 1480 1 2 1 1826 2023 197 0 0
#> 3715 1480 1 3 2 1826 2023 197 0 0
#> 3718 1482 1 2 1 1826 2689 863 0 0
#> 3719 1482 1 3 2 1826 2689 863 0 0
#> 3726 1486 1 2 1 1826 2520 694 0 0
#> 3727 1486 1 3 2 1826 2520 694 0 0
#> 3736 1490 2 3 3 1826 2133 307 0 60
#> 3742 1492 2 3 3 1826 2224 398 0 25
#> 3745 1493 2 3 3 1826 2385 559 0 20
#> 3777 1508 2 3 3 1826 2030 204 0 58
#> 3780 1509 2 3 3 1826 2397 571 0 30
#> 3970 1582 1 2 1 1826 1926 100 0 0
#> 3971 1582 1 3 2 1826 1926 100 0 0
#> 3990 1591 1 2 1 1826 1880 54 0 0
#> 3991 1591 1 3 2 1826 1880 54 0 0
#> 4060 1616 2 3 3 1826 1964 138 0 28
#> 4067 1619 1 2 1 1826 1828 2 0 0
#> 4068 1619 1 3 2 1826 1828 2 0 0
#> 4071 1621 1 2 1 1826 2309 483 0 0
#> 4072 1621 1 3 2 1826 2309 483 0 0
#> 4079 1625 1 2 1 1826 1933 107 0 0
#> 4080 1625 1 3 2 1826 1933 107 0 0
#> 4081 1626 1 2 1 1826 2578 752 0 0
#> 4082 1626 1 3 2 1826 2578 752 0 0
#> 4085 1627 2 3 3 1826 2520 694 0 27
#> 4088 1628 2 3 3 1826 2597 771 1 22
#> 4091 1629 2 3 3 1826 2359 533 0 28
#> 4094 1630 2 3 3 1826 2380 554 0 112
#> 4104 1634 2 3 3 1826 1827 1 0 32
#> 4112 1637 2 3 3 1826 2692 866 0 29
#> 4125 1643 1 2 1 1826 2111 285 0 0
#> 4126 1643 1 3 2 1826 2111 285 1 0
#> 4166 1659 1 2 1 1826 1972 146 0 0
#> 4167 1659 1 3 2 1826 1972 146 0 0
#> 4266 1696 2 3 3 1826 2094 268 0 110
#> 4313 1714 2 3 3 1826 1837 11 0 21
#> 4358 1730 2 3 3 1826 2612 786 0 21
#> 4361 1731 2 3 3 1826 1980 154 0 20
#> 4370 1734 2 3 3 1826 1857 31 1 152
#> 4406 1747 2 3 3 1826 1890 64 0 47
#> 4409 1748 2 3 3 1826 1841 15 0 21
#> 4412 1749 2 3 3 1826 2190 364 0 42
#> 4415 1750 2 3 3 1826 2149 323 0 24
#> 4418 1751 2 3 3 1826 2128 302 0 20
#> 4426 1754 2 3 3 1826 2030 204 0 99
#> 4429 1755 2 3 3 1826 1953 127 0 25
#> 4430 1756 1 2 1 1826 1939 113 0 0
#> 4431 1756 1 3 2 1826 1939 113 0 0
#> 4476 1772 2 3 3 1826 1932 106 0 34
#> 4479 1774 1 2 1 1826 1848 22 0 0
#> 4480 1774 1 3 2 1826 1848 22 0 0
#> 4483 1775 2 3 3 1826 1933 107 0 34
#> 4486 1776 2 3 3 1826 1869 43 0 42
#> 4499 1781 2 3 3 1826 2107 281 0 44
#> 4500 1782 1 2 1 1826 2044 218 0 0
#> 4501 1782 1 3 2 1826 2044 218 0 0
#> 4504 1783 2 3 3 1826 2006 180 0 39
#> 4566 1807 2 3 3 1826 2135 309 0 29
#> 4619 1825 2 3 3 1826 1838 12 0 41
#> 4622 1826 2 3 3 1826 2046 220 0 20
#> 4632 1830 1 2 1 1826 2518 692 0 0
#> 4633 1830 1 3 2 1826 2518 692 0 0
#> 4638 1833 1 2 1 1826 2138 312 0 0
#> 4639 1833 1 3 2 1826 2138 312 0 0
#> 4640 1834 1 2 1 1826 1883 57 0 0
#> 4641 1834 1 3 2 1826 1883 57 0 0
#> 4646 1837 1 2 1 1826 1854 28 0 0
#> 4647 1837 1 3 2 1826 1854 28 0 0
#> 4656 1841 1 2 1 1826 1988 162 0 0
#> 4657 1841 1 3 2 1826 1988 162 0 0
#> 4660 1842 2 3 3 1826 2296 470 0 24
#> 4669 1845 2 3 3 1826 1828 2 0 23
#> 4689 1852 2 3 3 1826 2064 238 0 20
#> 4695 1854 2 3 3 1826 2322 496 1 26
#> 4698 1855 2 3 3 1826 2366 540 0 30
#> 4704 1857 2 3 3 1826 1867 41 1 27
#> 4707 1858 2 3 3 1826 2074 248 0 21
#> 4719 1862 2 3 3 1826 2146 320 0 26
#> 4722 1863 2 3 3 1826 2116 290 0 20
#> 4725 1864 2 3 3 1826 2182 356 0 21
#> 4728 1865 2 3 3 1826 2071 245 0 33
#> 4734 1867 2 3 3 1826 1834 8 0 24
#> 4749 1872 2 3 3 1826 1876 50 0 29
#> 4757 1875 2 3 3 1826 1832 6 0 23
#> 4799 1894 1 2 1 1826 2555 729 0 0
#> 4800 1894 1 3 2 1826 2555 729 0 0
#> 4807 1897 2 3 3 1826 2446 620 0 30
#> 4813 1899 2 3 3 1826 2044 218 0 31
#> 4816 1900 2 3 3 1826 1929 103 0 35
#> 4837 1908 2 3 3 1826 2523 697 0 21
#> 4843 1910 2 3 3 1826 2513 687 0 28
#> 4853 1914 2 3 3 1826 1963 137 0 126
#> 4971 1960 1 2 1 1826 1911 85 0 0
#> 4972 1960 1 3 2 1826 1911 85 0 0
#> 4977 1963 1 2 1 1826 2452 626 0 0
#> 4978 1963 1 3 2 1826 2452 626 0 0
#> 5011 1977 2 3 3 1826 2136 310 1 61
#> 5017 1979 2 3 3 1826 2331 505 0 31
#> 5076 2002 2 3 3 1826 2397 571 0 21
#> 5094 2010 1 2 1 1826 1839 13 0 0
#> 5095 2010 1 3 2 1826 1839 13 0 0
#> 5113 2018 1 2 1 1826 2493 667 0 0
#> 5114 2018 1 3 2 1826 2493 667 0 0
#> 5124 2023 1 2 1 1826 2252 426 0 0
#> 5125 2023 1 3 2 1826 2252 426 0 0
#> 5138 2028 2 3 3 1826 1972 146 1 14
#> 5171 2042 2 3 3 1826 2008 182 0 27
#> 5179 2045 2 3 3 1826 2393 567 0 29
#> 5210 2057 2 3 3 1826 2390 564 0 29
#> 5215 2059 2 3 3 1826 2121 295 0 27
#> 5221 2061 2 3 3 1826 2268 442 0 22
#> 5302 2091 2 3 3 1826 2270 444 0 53
#> 5323 2098 2 3 3 1826 2002 176 0 13
#> 5348 2108 1 2 1 1826 2192 366 0 0
#> 5349 2108 1 3 2 1826 2192 366 0 0
#> 5419 2137 1 2 1 1826 2208 382 0 0
#> 5420 2137 1 3 2 1826 2208 382 0 0
#> 5443 2149 1 2 1 1826 1841 15 0 0
#> 5444 2149 1 3 2 1826 1841 15 0 0
#> 5447 2151 1 2 1 1826 1828 2 0 0
#> 5448 2151 1 3 2 1826 1828 2 0 0
#> 5457 2156 1 2 1 1826 2264 438 0 0
#> 5458 2156 1 3 2 1826 2264 438 1 0
#> 5461 2157 2 3 3 1826 2345 519 0 12
#> 5467 2159 2 3 3 1826 2283 457 0 19
#> 5472 2162 1 2 1 1826 2369 543 0 0
#> 5473 2162 1 3 2 1826 2369 543 0 0
#> 5474 2163 1 2 1 1826 2352 526 0 0
#> 5475 2163 1 3 2 1826 2352 526 0 0
#> 5478 2164 2 3 3 1826 2189 363 0 165
#> 5486 2168 1 2 1 1826 1927 101 0 0
#> 5487 2168 1 3 2 1826 1927 101 0 0
#> 5488 2169 1 2 1 1826 1862 36 0 0
#> 5489 2169 1 3 2 1826 1862 36 0 0
#> 5510 2179 2 3 3 1826 2011 185 0 18
#> 5545 2192 1 2 1 1826 1952 126 0 0
#> 5546 2192 1 3 2 1826 1952 126 0 0
#> 5574 2203 2 3 3 1826 1841 15 0 41
events(cutLMms(msebmt, LM=1826))
#> $Frequencies
#> to
#> from Tx PR RelDeath no event total entering
#> Tx 0 0 7 126 133
#> PR 0 0 10 195 205
#> RelDeath 0 0 0 17 17
#>
#> $Proportions
#> to
#> from Tx PR RelDeath no event
#> Tx 0.00000000 0.00000000 0.05263158 0.94736842
#> PR 0.00000000 0.00000000 0.04878049 0.95121951
#> RelDeath 0.00000000 0.00000000 0.00000000 1.00000000
#>