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This function removes the duplicated states and keep the last line. this function works both with (0,1) or categorical states on the state_col!

Usage

remove_duplicate_states(data, id_col = "id", time_col = "time")

Arguments

data

a single- or multi-state dataframe.

id_col

a character for the id column, default 'id'

time_col

a character for the time column, default 'time'

Value

a dataframe with no duplicated states.

Author

Francois Bassac

Examples

N_states = 3
lambdas = lambda_determination(N_states)
transition_df = transfer_probabilities(N_states)

df = generate_X_df_multistates(nind = 100, N_states, start=0, end=100,
lambdas, transition_df)
remove_duplicate_states(df)
#>       id         time state
#> 1      1   0.00000000     3
#> 2      1   0.14929913     2
#> 3      1   0.89984636     1
#> 4      1   2.56240955     3
#> 5      1  15.45217403     1
#> 6      1  22.94124797     2
#> 7      1  25.75466340     1
#> 8      1  27.74997775     3
#> 9      1  31.76780350     2
#> 10     1  35.26087443     1
#> 11     1  56.64169491     3
#> 12     1  59.08571076     2
#> 13     1  66.13277758     1
#> 14     1  74.22103514     3
#> 15     1  80.59464805     2
#> 16     1  92.31106389     1
#> 17     1 100.00000000     1
#> 18     2   0.00000000     2
#> 19     2  15.81671693     1
#> 20     2  17.19002626     3
#> 21     2  23.00091333     2
#> 22     2  27.59218668     1
#> 23     2  30.87326120     3
#> 24     2  33.65658777     2
#> 25     2  37.36992641     1
#> 26     2  39.59405864     3
#> 27     2  43.59266885     2
#> 28     2  51.62082113     1
#> 29     2  60.48732829     3
#> 30     2  66.69129218     2
#> 31     2  79.72729927     1
#> 32     2  81.34741077     3
#> 33     2  82.82972926     2
#> 34     2  96.60342588     1
#> 35     2 100.00000000     1
#> 36     3   0.00000000     2
#> 37     3   2.44215930     1
#> 38     3   3.59278360     3
#> 39     3  10.98296086     1
#> 40     3  15.73457270     3
#> 41     3  16.20090384     2
#> 42     3  18.24661443     1
#> 43     3  23.39169819     3
#> 44     3  31.15705817     2
#> 45     3  49.66096104     1
#> 46     3  51.67159997     3
#> 47     3  53.87717278     2
#> 48     3  56.20955876     1
#> 49     3  59.23896570     2
#> 50     3  65.87257480     1
#> 51     3  75.69836165     3
#> 52     3  82.50415622     2
#> 53     3  85.89150701     1
#> 54     3  89.96635567     3
#> 55     3  97.23522121     2
#> 56     3 100.00000000     2
#> 57     4   0.00000000     2
#> 58     4  11.45814942     1
#> 59     4  21.28304598     2
#> 60     4  24.88100227     1
#> 61     4  26.12985734     3
#> 62     4  26.41198617     2
#> 63     4  27.60489556     1
#> 64     4  32.59395000     3
#> 65     4  36.15519936     2
#> 66     4  42.55278917     1
#> 67     4  43.55827116     2
#> 68     4  45.30923105     3
#> 69     4  49.91974502     2
#> 70     4  50.98303177     1
#> 71     4  52.87185804     3
#> 72     4  53.81648446     2
#> 73     4  66.68433727     1
#> 74     4  70.41449866     3
#> 75     4  72.06341694     2
#> 76     4  74.99429450     1
#> 77     4  82.02557028     3
#> 78     4  82.95148060     2
#> 79     4  85.67109298     1
#> 80     4  92.41191927     3
#> 81     4  92.98167937     2
#> 82     4  95.14831507     1
#> 83     4 100.00000000     1
#> 84     5   0.00000000     1
#> 85     5   0.49551039     3
#> 86     5   8.81631045     2
#> 87     5  15.67918758     1
#> 88     5  22.49873675     2
#> 89     5  23.62037431     1
#> 90     5  27.65860706     3
#> 91     5  30.35634990     2
#> 92     5  39.91963304     1
#> 93     5  43.15420826     3
#> 94     5  44.84671696     2
#> 95     5  52.74431979     1
#> 96     5  52.77408720     2
#> 97     5  92.64735172     1
#> 98     5 100.00000000     1
#> 99     6   0.00000000     3
#> 100    6  10.73073791     2
#> 101    6  14.50416716     1
#> 102    6  21.27387064     3
#> 103    6  34.59557559     2
#> 104    6  56.33034051     1
#> 105    6  68.12868378     2
#> 106    6  71.83869896     1
#> 107    6  72.20192617     3
#> 108    6  92.84414281     2
#> 109    6  96.19144467     1
#> 110    6  99.88898652     3
#> 111    6 100.00000000     3
#> 112    7   0.00000000     2
#> 113    7  11.90470185     1
#> 114    7  16.54343758     3
#> 115    7  18.47240424     2
#> 116    7  39.27991022     3
#> 117    7  52.93725359     2
#> 118    7  54.38507086     1
#> 119    7  57.92000504     3
#> 120    7  63.29945470     1
#> 121    7  70.45329734     3
#> 122    7  70.69943607     2
#> 123    7  77.62895814     1
#> 124    7  78.93368225     3
#> 125    7  79.46810122     1
#> 126    7  81.25402701     3
#> 127    7  85.91837027     2
#> 128    7  97.13119924     1
#> 129    7  98.26120063     3
#> 130    7 100.00000000     3
#> 131    8   0.00000000     2
#> 132    8   7.76581154     1
#> 133    8  13.39075947     3
#> 134    8  23.11778763     2
#> 135    8  25.00267310     1
#> 136    8  25.40136984     2
#> 137    8  39.03529254     1
#> 138    8  52.78564486     3
#> 139    8  53.75669523     2
#> 140    8  64.38227833     1
#> 141    8  64.88496124     3
#> 142    8  70.91294534     2
#> 143    8  73.92625121     1
#> 144    8  79.48385956     3
#> 145    8  84.02724537     2
#> 146    8  95.53780302     1
#> 147    8  96.71770317     3
#> 148    8  97.16648402     2
#> 149    8  98.57117571     1
#> 150    8  99.68205288     3
#> 151    8 100.00000000     3
#> 152    9   0.00000000     3
#> 153    9   0.35452592     2
#> 154    9  12.57997505     1
#> 155    9  13.46750495     3
#> 156    9  21.55464197     2
#> 157    9  24.59818621     1
#> 158    9  32.86777911     3
#> 159    9  34.50682612     2
#> 160    9  42.47672315     1
#> 161    9  58.01415386     3
#> 162    9  60.35468971     2
#> 163    9  76.36240101     1
#> 164    9  80.46955561     3
#> 165    9  82.27763349     2
#> 166    9  86.80700736     1
#> 167    9  90.21470208     3
#> 168    9  92.63439425     2
#> 169    9  97.69400003     1
#> 170    9  99.86194064     3
#> 171    9 100.00000000     3
#> 172   10   0.00000000     3
#> 173   10   1.68530029     2
#> 174   10   6.56492815     3
#> 175   10  17.00097386     2
#> 176   10  19.94253332     1
#> 177   10  20.12421118     3
#> 178   10  25.36085730     2
#> 179   10  31.50085073     1
#> 180   10  37.61171733     3
#> 181   10  37.95264444     2
#> 182   10  39.67879232     1
#> 183   10  41.12984296     3
#> 184   10  44.61239141     2
#> 185   10  51.16220216     1
#> 186   10  56.14415883     3
#> 187   10  56.32197982     2
#> 188   10  56.45107478     1
#> 189   10  58.09054368     3
#> 190   10  72.44754576     2
#> 191   10  80.38585667     1
#> 192   10  80.76195264     3
#> 193   10  83.60774509     2
#> 194   10  88.45391018     1
#> 195   10  91.13229965     2
#> 196   10 100.00000000     2
#> 197   11   0.00000000     3
#> 198   11   9.57808928     2
#> 199   11  12.25698714     1
#> 200   11  12.57330658     3
#> 201   11  29.12149028     2
#> 202   11  30.13840570     1
#> 203   11  31.76555161     3
#> 204   11  34.71873321     2
#> 205   11  37.51698170     1
#> 206   11  43.78472807     3
#> 207   11  60.99971047     2
#> 208   11  70.16776407     1
#> 209   11  70.72278351     3
#> 210   11  70.92198085     1
#> 211   11  82.24828193     3
#> 212   11  87.18023252     2
#> 213   11 100.00000000     2
#> 214   12   0.00000000     1
#> 215   12   9.40819456     3
#> 216   12  16.76763451     2
#> 217   12  24.18875117     1
#> 218   12  25.56170617     3
#> 219   12  43.87499615     1
#> 220   12  44.76322985     3
#> 221   12  47.23709755     2
#> 222   12  51.15852945     1
#> 223   12  67.66656115     3
#> 224   12  71.39297928     2
#> 225   12  79.73059605     1
#> 226   12  82.47274409     3
#> 227   12  86.09106371     2
#> 228   12  89.89430737     1
#> 229   12  90.88729829     3
#> 230   12  91.18330454     2
#> 231   12  94.76766406     1
#> 232   12  99.50422230     3
#> 233   12 100.00000000     3
#> 234   13   0.00000000     2
#> 235   13   0.28513914     1
#> 236   13   3.94178454     3
#> 237   13  14.54450468     2
#> 238   13  15.33934204     1
#> 239   13  35.18293191     3
#> 240   13  46.81338849     2
#> 241   13  56.84466277     1
#> 242   13  60.09007704     3
#> 243   13  64.83597509     2
#> 244   13  69.66921453     1
#> 245   13  71.58483506     3
#> 246   13  74.99243535     2
#> 247   13  75.56971398     1
#> 248   13  79.95059642     3
#> 249   13  88.01900966     2
#> 250   13  94.87543809     1
#> 251   13 100.00000000     1
#> 252   14   0.00000000     2
#> 253   14   8.74744538     1
#> 254   14  14.32500109     3
#> 255   14  16.49385799     2
#> 256   14  25.47513149     1
#> 257   14  55.21009432     3
#> 258   14  57.27042953     2
#> 259   14  60.34457123     1
#> 260   14  61.53799585     3
#> 261   14  80.11181030     2
#> 262   14  83.38560754     1
#> 263   14  88.44587032     3
#> 264   14  88.44977556     2
#> 265   14 100.00000000     2
#> 266   15   0.00000000     2
#> 267   15  15.92268031     1
#> 268   15  16.83735705     3
#> 269   15  27.35972386     2
#> 270   15  32.60259946     1
#> 271   15  32.74843030     3
#> 272   15  33.46175655     2
#> 273   15  34.47376110     1
#> 274   15  42.68513883     3
#> 275   15  44.41569997     2
#> 276   15  47.83384629     1
#> 277   15  55.29838029     3
#> 278   15  60.11784117     2
#> 279   15  62.09314460     1
#> 280   15  65.94682387     3
#> 281   15  87.12221591     2
#> 282   15 100.00000000     2
#> 283   16   0.00000000     1
#> 284   16   4.04776521     3
#> 285   16   9.43306374     2
#> 286   16  15.10361952     1
#> 287   16  19.04185046     2
#> 288   16  26.51556946     1
#> 289   16  28.58015650     3
#> 290   16  29.03635885     2
#> 291   16  39.21406429     1
#> 292   16  39.86671032     3
#> 293   16  44.30270450     2
#> 294   16  44.68633316     1
#> 295   16  50.24908291     3
#> 296   16  73.43260442     2
#> 297   16  81.86054445     1
#> 298   16  84.01727568     3
#> 299   16  88.03874029     2
#> 300   16  91.13743751     1
#> 301   16  91.66927445     3
#> 302   16  91.69935925     2
#> 303   16  98.98142204     1
#> 304   16 100.00000000     1
#> 305   17   0.00000000     1
#> 306   17   3.82276621     3
#> 307   17   4.93788589     2
#> 308   17  16.93742081     1
#> 309   17  17.01872022     3
#> 310   17  24.16498711     2
#> 311   17  27.98791517     1
#> 312   17  28.03574200     3
#> 313   17  28.38737126     1
#> 314   17  30.24304101     3
#> 315   17  32.56301479     1
#> 316   17  39.84485714     3
#> 317   17  43.30036596     2
#> 318   17  44.25840372     1
#> 319   17  46.05313396     3
#> 320   17  48.99836138     2
#> 321   17  76.35949398     1
#> 322   17  94.35272955     3
#> 323   17  96.13094921     2
#> 324   17  98.58715237     1
#> 325   17 100.00000000     1
#> 326   18   0.00000000     3
#> 327   18   1.02853429     1
#> 328   18   1.99353884     3
#> 329   18   7.80380245     2
#> 330   18  12.30381968     1
#> 331   18  18.37846280     2
#> 332   18  21.26692815     1
#> 333   18  27.00871414     3
#> 334   18  34.02628097     2
#> 335   18  35.05844537     1
#> 336   18  35.64042113     2
#> 337   18  35.76022057     1
#> 338   18  42.37300968     3
#> 339   18  54.50637328     2
#> 340   18  64.09934602     1
#> 341   18  71.26423869     3
#> 342   18  71.83425669     2
#> 343   18  72.05660701     3
#> 344   18  73.43178224     2
#> 345   18  83.15694329     1
#> 346   18  83.24327144     3
#> 347   18  84.40884180     2
#> 348   18  87.18163504     1
#> 349   18  89.95439649     3
#> 350   18  92.62071905     2
#> 351   18  97.28793911     1
#> 352   18 100.00000000     1
#> 353   19   0.00000000     1
#> 354   19   6.27748216     3
#> 355   19   6.72927573     2
#> 356   19  20.71432894     1
#> 357   19  33.80918571     3
#> 358   19  34.49142990     2
#> 359   19  35.44671029     1
#> 360   19  36.95054659     3
#> 361   19  38.93235191     2
#> 362   19  44.67901708     1
#> 363   19  53.50313214     2
#> 364   19  55.91992637     1
#> 365   19  67.18697410     3
#> 366   19  71.07095150     2
#> 367   19  98.02236674     1
#> 368   19  98.65373751     3
#> 369   19 100.00000000     3
#> 370   20   0.00000000     2
#> 371   20   7.05821773     1
#> 372   20  11.71144292     3
#> 373   20  12.12025696     2
#> 374   20  22.54342281     1
#> 375   20  23.05129421     3
#> 376   20  23.61436513     2
#> 377   20  32.31075203     1
#> 378   20  32.53576865     3
#> 379   20  43.37818834     2
#> 380   20  78.66735777     1
#> 381   20  81.26702263     3
#> 382   20  81.79007276     2
#> 383   20  84.11311212     1
#> 384   20  88.59038369     3
#> 385   20  90.74196150     2
#> 386   20  97.44261811     1
#> 387   20 100.00000000     1
#> 388   21   0.00000000     1
#> 389   21   0.65568886     3
#> 390   21   3.27903404     2
#> 391   21   5.16036673     1
#> 392   21  24.80095290     3
#> 393   21  33.13076795     2
#> 394   21  42.96125906     1
#> 395   21  47.09195177     3
#> 396   21  65.05158650     2
#> 397   21  82.15017020     1
#> 398   21  89.67192569     3
#> 399   21  92.10307177     1
#> 400   21  93.42108084     3
#> 401   21 100.00000000     3
#> 402   22   0.00000000     1
#> 403   22   1.94154910     2
#> 404   22   2.30712059     1
#> 405   22   7.07153923     3
#> 406   22  13.59807230     1
#> 407   22  17.57204499     3
#> 408   22  27.04596089     2
#> 409   22  30.23597538     1
#> 410   22  38.13757241     3
#> 411   22  38.52353296     2
#> 412   22  39.11095706     1
#> 413   22  41.25886884     3
#> 414   22  43.35158850     2
#> 415   22  52.24431630     1
#> 416   22  52.57958657     3
#> 417   22  55.71702465     2
#> 418   22  72.07155412     3
#> 419   22  79.95534140     2
#> 420   22  87.29593380     1
#> 421   22  89.49313897     2
#> 422   22  89.91288783     1
#> 423   22 100.00000000     1
#> 424   23   0.00000000     2
#> 425   23   5.65749931     1
#> 426   23   7.67853760     3
#> 427   23  15.15638430     1
#> 428   23  22.22089560     3
#> 429   23  23.62565735     1
#> 430   23  32.97021936     3
#> 431   23  45.18494859     2
#> 432   23  87.60671200     1
#> 433   23  89.50111609     2
#> 434   23  93.87434012     1
#> 435   23 100.00000000     1
#> 436   24   0.00000000     3
#> 437   24   0.52082333     2
#> 438   24   4.40476415     1
#> 439   24  14.70978085     2
#> 440   24  31.82958454     1
#> 441   24  33.62328464     3
#> 442   24  33.83548898     2
#> 443   24  43.75330770     3
#> 444   24  47.13782866     2
#> 445   24  64.23238446     1
#> 446   24  70.69721378     3
#> 447   24  80.00996276     1
#> 448   24  85.70217081     3
#> 449   24  98.43740415     2
#> 450   24 100.00000000     2
#> 451   25   0.00000000     1
#> 452   25   7.49295313     3
#> 453   25  18.53448741     2
#> 454   25  20.35712723     1
#> 455   25  23.54593748     3
#> 456   25  24.21460758     2
#> 457   25  38.16494716     1
#> 458   25  41.62195338     3
#> 459   25  42.26237789     2
#> 460   25  53.47293397     1
#> 461   25  66.17344585     3
#> 462   25  66.98857935     2
#> 463   25  78.35354607     1
#> 464   25  89.61488776     3
#> 465   25  89.90293863     2
#> 466   25  93.18949777     1
#> 467   25  93.88983433     2
#> 468   25  94.68602821     1
#> 469   25  95.98897049     3
#> 470   25 100.00000000     3
#> 471   26   0.00000000     3
#> 472   26   3.76703663     2
#> 473   26   4.48613457     1
#> 474   26   4.64449964     3
#> 475   26   4.89293534     2
#> 476   26   6.42692728     1
#> 477   26   8.89725996     3
#> 478   26   9.55019182     2
#> 479   26  17.35191916     1
#> 480   26  29.27811738     3
#> 481   26  31.02379326     2
#> 482   26  45.73691974     1
#> 483   26  49.40033369     3
#> 484   26  51.33767645     2
#> 485   26  55.40989010     1
#> 486   26  55.91828047     3
#> 487   26  58.81287829     2
#> 488   26  60.61885557     1
#> 489   26  64.33121048     3
#> 490   26  68.93895196     2
#> 491   26  70.65125869     1
#> 492   26  79.90644570     3
#> 493   26  82.24953684     2
#> 494   26  82.75674592     1
#> 495   26  87.33751553     3
#> 496   26  88.29146133     2
#> 497   26  89.71349319     1
#> 498   26 100.00000000     1
#> 499   27   0.00000000     1
#> 500   27  10.36788721     3
#> 501   27  17.44249758     2
#> 502   27  23.68059577     1
#> 503   27  24.58605957     3
#> 504   27  33.18528713     2
#> 505   27  46.73781466     1
#> 506   27  47.93949285     3
#> 507   27  50.99877904     2
#> 508   27  51.09401802     1
#> 509   27  56.97790998     2
#> 510   27  73.70260517     1
#> 511   27  83.71346174     3
#> 512   27  83.91284204     1
#> 513   27  85.79851519     3
#> 514   27  91.48345293     2
#> 515   27  95.88811948     1
#> 516   27  99.75085594     3
#> 517   27 100.00000000     3
#> 518   28   0.00000000     1
#> 519   28  13.00621339     2
#> 520   28  16.25149012     3
#> 521   28  17.32797998     2
#> 522   28  30.82440090     1
#> 523   28  31.77175369     3
#> 524   28  34.35132124     2
#> 525   28  36.45373561     3
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#> 1911  99 100.00000000     2
#> 1912 100   0.00000000     3
#> 1913 100   2.46113902     2
#> 1914 100  13.94350067     1
#> 1915 100  16.66272777     3
#> 1916 100  19.18781256     1
#> 1917 100  24.42145508     3
#> 1918 100  31.91585227     2
#> 1919 100  41.07602762     1
#> 1920 100  43.53057132     2
#> 1921 100  50.37148584     1
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#> 1923 100  56.74921818     2
#> 1924 100  56.78353505     1
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#> 1926 100  60.74314527     2
#> 1927 100  65.22704538     1
#> 1928 100  69.36726008     3
#> 1929 100  70.35926652     1
#> 1930 100  79.96324589     3
#> 1931 100  85.54324191     2
#> 1932 100  86.61033437     1
#> 1933 100  99.88941208     2
#> 1934 100 100.00000000     2