El trabajo a realizar en esta práctica viene descrito en el siguiente link.

Se nos asignaron los datos correspondientes al tiempo de vida, en días, en diferentes cohortes de pacientes después haberse sometido a un trasplante de riñón

Carga de datos

Dado que el dataset de esta ocasión es muy grande vamos a descargar los datos directamente de GitHub

urlfile <- "https://raw.githubusercontent.com/CarlosFernandoVG/templatesForLearningR/master/DataSimulated/MaximumSegregation/data2.csv"

g2 <- read_csv(url(urlfile), col_names = TRUE)

Visualización global de los datos

head(g2) %>% kbl() %>% 
    kable_styling(bootstrap_options = "striped", full_width = F)
Time Type Status
43.59363 3 1
143.75189 3 0
159.01473 1 1
367.41371 1 1
185.98631 4 0
16.71942 3 1 
dim(g2)
[1] 10000     3

El dataset que nos fue asignado tiene un total de 10,000 observaciones de 3 variables:

  1. Time: tiempo de vida, en días, de pacientes después haberse sometido a un trasplante de riñón.

  2. Status: Indicador de censura (0 = No muerto, 1 = Muerto).

  3. Type: Diferentes cohortes de pacientes (1, 2, 3, 4).

Cantidad global de observaciones censuradas (1) y no censuradas (0)

table(g2$Status) %>% kbl(col.names = c("Status", "Cantidad")) %>% 
    kable_styling(bootstrap_options = "striped", full_width = F)
Status Cantidad
0 5223
1 4777

Cantidad de observaciones por cohorte

table(g2$Type) %>% kbl(col.names = c("Cohorte", "Cantidad")) %>% 
    kable_styling(bootstrap_options = "striped", full_width = F)
Cohorte Cantidad
1 2500
2 2500
3 2500
4 2500
Censuradas
table(g2$Type[g2$Status==1]) %>% kbl(col.names = c("Cohorte", "Cantidad")) %>% 
    kable_styling(bootstrap_options = "striped", full_width = F)
Cohorte Cantidad
1 1769
2 1004
3 1243
4 761
No censuradas
table(g2$Type[g2$Status==0]) %>% kbl(col.names = c("Cohorte", "Cantidad")) %>% 
    kable_styling(bootstrap_options = "striped", full_width = F)
Cohorte Cantidad
1 731
2 1496
3 1257
4 1739

Estimación de la función de supervivencia por el método Kaplan-Meier.

En el análisis de la supervivencia, el estimador de Kaplan-Meier hace uso de un modelo no paramétrico (es decir, no asume ninguna función de probabilidad) y considera la máxima verosimilitud. Fue introducido por Edward L. Kaplan y Paul Meier en 1958.

Es muy útil puesto que toma en cuenta la censura de los datos.

#Vamos a configurar un objeto de supervivencia
grupo2 <- Surv(g2$Time, g2$Status)

#Estimación Kaplan Meier por grupos
km_cohorte <- survfit(grupo2 ~ Type, data = g2, type = "kaplan-meier")

K-M calcula la supervivencia de manera precisa, es decir, cada que un paciente muere. Como sabemos este estimador es particularmente útil cuando analizamos muestras pequeñas. Así que aunque podemos obtener las funciones de supervivencia de las cuatro cohortes al mismo tiempo es mas útil obtenerlas por separado.

Función de supervivencia estimada para la cohorte 1

km_c1 <- km_cohorte[1]

km_co1 <- tibble(time = km_c1$time,
                 dk = km_c1$n.event,
                 nk = km_c1$n.risk,
                 ck = km_c1$n.censor,
                 St = km_c1$surv)

km_co1 %>% rename("Tiempo" = time, "$d_{k}$" = dk, "$n_k$" = nk, 
                    "$c_k$" = ck, "$\\hat{S}(t)$" = St) %>% 
  kbl(align = c(rep('c', times = 5))) %>% kable_paper() %>% 
    scroll_box(width = "100%", height = "300px")
Tiempo \(d_{k}\) \(n_k\) \(c_k\) \(\hat{S}(t)\)
3.690169e-01 0 2500 1 1.0000000
5.795144e-01 0 2499 1 1.0000000
9.065427e-01 1 2498 0 0.9995997
1.141891e+00 0 2497 1 0.9995997
1.295593e+00 1 2496 0 0.9991992
1.307775e+00 0 2495 1 0.9991992
1.647354e+00 0 2494 1 0.9991992
2.069787e+00 1 2493 0 0.9987984
2.440302e+00 1 2492 0 0.9983976
2.511906e+00 1 2491 0 0.9979968
2.536656e+00 1 2490 0 0.9975960
2.578495e+00 1 2489 0 0.9971952
2.592194e+00 0 2488 1 0.9971952
2.651677e+00 0 2487 1 0.9971952
2.690455e+00 0 2486 1 0.9971952
2.703134e+00 1 2485 0 0.9967939
3.108473e+00 0 2484 1 0.9967939
3.338103e+00 0 2483 1 0.9967939
3.338995e+00 1 2482 0 0.9963923
3.466544e+00 1 2481 0 0.9959907
3.602073e+00 0 2480 1 0.9959907
3.813739e+00 0 2479 1 0.9959907
3.856467e+00 1 2478 0 0.9955888
4.214248e+00 1 2477 0 0.9951868
4.237528e+00 1 2476 0 0.9947849
4.307186e+00 1 2475 0 0.9943830
4.528294e+00 1 2474 0 0.9939810
4.543622e+00 1 2473 0 0.9935791
4.728274e+00 1 2472 0 0.9931772
5.125530e+00 1 2471 0 0.9927752
5.136466e+00 0 2470 1 0.9927752
5.188155e+00 1 2469 0 0.9923731
5.330802e+00 0 2468 1 0.9923731
5.667961e+00 1 2467 0 0.9919709
5.682344e+00 0 2466 1 0.9919709
5.789875e+00 1 2465 0 0.9915684
5.879069e+00 1 2464 0 0.9911660
5.958026e+00 0 2463 1 0.9911660
6.014374e+00 1 2462 0 0.9907634
6.101686e+00 1 2461 0 0.9903608
6.362489e+00 1 2460 0 0.9899583
6.367375e+00 1 2459 0 0.9895557
6.379773e+00 0 2458 1 0.9895557
6.471957e+00 1 2457 0 0.9891529
6.661906e+00 0 2456 1 0.9891529
6.706097e+00 1 2455 0 0.9887500
6.835483e+00 0 2454 1 0.9887500
7.070605e+00 1 2453 0 0.9883469
7.142628e+00 1 2452 0 0.9879439
7.147019e+00 1 2451 0 0.9875408
7.862466e+00 1 2450 0 0.9871377
7.908192e+00 1 2449 0 0.9867346
7.936739e+00 1 2448 0 0.9863315
8.041126e+00 0 2447 1 0.9863315
8.107216e+00 1 2446 0 0.9859283
8.214509e+00 1 2445 0 0.9855251
8.220165e+00 1 2444 0 0.9851218
8.365960e+00 1 2443 0 0.9847186
8.495251e+00 1 2442 0 0.9843153
8.529552e+00 1 2441 0 0.9839121
8.597715e+00 0 2440 1 0.9839121
8.649349e+00 0 2439 1 0.9839121
8.794413e+00 1 2438 0 0.9835085
8.824867e+00 1 2437 0 0.9831049
8.874970e+00 1 2436 0 0.9827014
8.970883e+00 1 2435 0 0.9822978
9.114504e+00 1 2434 0 0.9818942
9.128423e+00 1 2433 0 0.9814906
9.141978e+00 1 2432 0 0.9810871
9.383789e+00 1 2431 0 0.9806835
9.495558e+00 1 2430 0 0.9802799
9.527251e+00 1 2429 0 0.9798764
9.574048e+00 1 2428 0 0.9794728
9.641873e+00 1 2427 0 0.9790692
9.701477e+00 0 2426 1 0.9790692
9.868284e+00 0 2425 1 0.9790692
1.009872e+01 1 2424 0 0.9786653
1.013543e+01 1 2423 0 0.9782614
1.046127e+01 1 2422 0 0.9778575
1.046743e+01 0 2421 1 0.9778575
1.054431e+01 1 2420 0 0.9774534
1.063374e+01 1 2419 0 0.9770493
1.084164e+01 1 2418 0 0.9766453
1.085475e+01 1 2417 0 0.9762412
1.099604e+01 1 2416 0 0.9758371
1.102816e+01 1 2415 0 0.9754330
1.144930e+01 1 2414 0 0.9750290
1.151754e+01 0 2413 1 0.9750290
1.159162e+01 1 2412 0 0.9746247
1.164461e+01 1 2411 0 0.9742205
1.172843e+01 0 2410 1 0.9742205
1.182990e+01 1 2409 0 0.9738161
1.195294e+01 1 2408 0 0.9734117
1.211272e+01 0 2407 1 0.9734117
1.211433e+01 1 2406 0 0.9730071
1.220976e+01 1 2405 0 0.9726025
1.225110e+01 0 2404 1 0.9726025
1.228890e+01 1 2403 0 0.9721978
1.257910e+01 1 2402 0 0.9717930
1.281749e+01 1 2401 0 0.9713883
1.296973e+01 0 2400 1 0.9713883
1.307172e+01 0 2399 1 0.9713883
1.314895e+01 1 2398 0 0.9709832
1.317296e+01 1 2397 0 0.9705781
1.321467e+01 0 2396 1 0.9705781
1.325949e+01 1 2395 0 0.9701729
1.329230e+01 1 2394 0 0.9697676
1.330524e+01 0 2393 1 0.9697676
1.330770e+01 1 2392 0 0.9693622
1.345578e+01 1 2391 0 0.9689568
1.350046e+01 1 2390 0 0.9685514
1.350082e+01 1 2389 0 0.9681459
1.358618e+01 0 2388 1 0.9681459
1.361191e+01 1 2387 0 0.9677403
1.374054e+01 1 2386 0 0.9673348
1.383862e+01 1 2385 0 0.9669292
1.386029e+01 1 2384 0 0.9665236
1.393620e+01 0 2383 1 0.9665236
1.409787e+01 1 2382 0 0.9661178
1.421915e+01 0 2381 1 0.9661178
1.425333e+01 0 2380 1 0.9661178
1.435662e+01 1 2379 0 0.9657117
1.440446e+01 1 2378 0 0.9653056
1.475188e+01 1 2377 0 0.9648995
1.484104e+01 1 2376 0 0.9644934
1.484142e+01 0 2375 1 0.9644934
1.487234e+01 1 2374 0 0.9640871
1.488501e+01 0 2373 1 0.9640871
1.488984e+01 1 2372 0 0.9636807
1.491568e+01 1 2371 0 0.9632742
1.493833e+01 1 2370 0 0.9628678
1.501824e+01 0 2369 1 0.9628678
1.502683e+01 1 2368 0 0.9624612
1.504639e+01 1 2367 0 0.9620546
1.509195e+01 1 2366 0 0.9616479
1.517396e+01 1 2365 0 0.9612413
1.518435e+01 1 2364 0 0.9608347
1.526153e+01 1 2363 0 0.9604281
1.529146e+01 1 2362 0 0.9600215
1.558521e+01 1 2361 0 0.9596149
1.574937e+01 0 2360 1 0.9596149
1.595743e+01 1 2359 0 0.9592081
1.595789e+01 0 2358 1 0.9592081
1.596727e+01 0 2357 1 0.9592081
1.603564e+01 1 2356 0 0.9588009
1.625306e+01 0 2355 1 0.9588009
1.641713e+01 1 2354 0 0.9583936
1.642512e+01 1 2353 0 0.9579863
1.644368e+01 0 2352 1 0.9579863
1.647434e+01 1 2351 0 0.9575788
1.696999e+01 1 2350 0 0.9571714
1.700920e+01 1 2349 0 0.9567639
1.714442e+01 1 2348 0 0.9563564
1.716769e+01 1 2347 0 0.9559489
1.721644e+01 1 2346 0 0.9555414
1.728559e+01 1 2345 0 0.9551340
1.729813e+01 0 2344 1 0.9551340
1.741338e+01 0 2343 1 0.9551340
1.748455e+01 1 2342 0 0.9547261
1.751639e+01 1 2341 0 0.9543183
1.759059e+01 0 2340 1 0.9543183
1.763238e+01 0 2339 1 0.9543183
1.769286e+01 0 2338 1 0.9543183
1.769997e+01 0 2337 1 0.9543183
1.771129e+01 1 2336 0 0.9539098
1.778180e+01 1 2335 0 0.9535012
1.781253e+01 1 2334 0 0.9530927
1.791421e+01 0 2333 1 0.9530927
1.793988e+01 1 2332 0 0.9526840
1.823765e+01 1 2331 0 0.9522753
1.831989e+01 1 2330 0 0.9518666
1.832785e+01 1 2329 0 0.9514579
1.833843e+01 0 2328 1 0.9514579
1.838054e+01 1 2327 0 0.9510490
1.844428e+01 0 2326 1 0.9510490
1.850799e+01 0 2325 1 0.9510490
1.858398e+01 0 2324 1 0.9510490
1.866386e+01 1 2323 0 0.9506396
1.879757e+01 0 2322 1 0.9506396
1.893952e+01 1 2321 0 0.9502300
1.893993e+01 1 2320 0 0.9498205
1.895419e+01 1 2319 0 0.9494109
1.907675e+01 1 2318 0 0.9490013
1.908723e+01 1 2317 0 0.9485917
1.912109e+01 1 2316 0 0.9481821
1.914584e+01 0 2315 1 0.9481821
1.920793e+01 1 2314 0 0.9477724
1.921836e+01 1 2313 0 0.9473626
1.929044e+01 0 2312 1 0.9473626
1.937665e+01 0 2311 1 0.9473626
1.942505e+01 1 2310 0 0.9469525
1.959529e+01 1 2309 0 0.9465424
1.978415e+01 1 2308 0 0.9461323
1.984008e+01 0 2307 1 0.9461323
2.003783e+01 1 2306 0 0.9457220
2.004232e+01 1 2305 0 0.9453117
2.011241e+01 1 2304 0 0.9449014
2.013075e+01 1 2303 0 0.9444911
2.014593e+01 1 2302 0 0.9440808
2.018634e+01 0 2301 1 0.9440808
2.018998e+01 1 2300 0 0.9436704
2.024369e+01 1 2299 0 0.9432599
2.048406e+01 1 2298 0 0.9428494
2.048640e+01 1 2297 0 0.9424389
2.049023e+01 1 2296 0 0.9420285
2.051967e+01 1 2295 0 0.9416180
2.056908e+01 0 2294 1 0.9416180
2.060200e+01 1 2293 0 0.9412074
2.064624e+01 1 2292 0 0.9407967
2.068056e+01 1 2291 0 0.9403861
2.094764e+01 1 2290 0 0.9399754
2.098576e+01 1 2289 0 0.9395648
2.102580e+01 1 2288 0 0.9391541
2.105016e+01 1 2287 0 0.9387435
2.129867e+01 0 2286 1 0.9387435
2.146009e+01 1 2285 0 0.9383326
2.146620e+01 1 2284 0 0.9379218
2.147177e+01 1 2283 0 0.9375110
2.158730e+01 0 2282 1 0.9375110
2.167515e+01 0 2281 1 0.9375110
2.176496e+01 1 2280 0 0.9370998
2.176568e+01 1 2279 0 0.9366886
2.182078e+01 1 2278 0 0.9362774
2.185094e+01 1 2277 0 0.9358662
2.212463e+01 1 2276 0 0.9354550
2.213273e+01 1 2275 0 0.9350438
2.218475e+01 1 2274 0 0.9346327
2.220082e+01 1 2273 0 0.9342215
2.226324e+01 1 2272 0 0.9338103
2.231234e+01 1 2271 0 0.9333991
2.241972e+01 1 2270 0 0.9329879
2.251773e+01 1 2269 0 0.9325767
2.255608e+01 0 2268 1 0.9325767
2.258536e+01 1 2267 0 0.9321653
2.260139e+01 1 2266 0 0.9317540
2.265549e+01 1 2265 0 0.9313426
2.267535e+01 1 2264 0 0.9309312
2.277522e+01 1 2263 0 0.9305199
2.289431e+01 1 2262 0 0.9301085
2.295424e+01 1 2261 0 0.9296971
2.300965e+01 0 2260 1 0.9296971
2.306355e+01 1 2259 0 0.9292856
2.310010e+01 1 2258 0 0.9288740
2.319917e+01 0 2257 1 0.9288740
2.328508e+01 1 2256 0 0.9284623
2.333173e+01 1 2255 0 0.9280505
2.336933e+01 1 2254 0 0.9276388
2.344684e+01 1 2253 0 0.9272271
2.345075e+01 1 2252 0 0.9268153
2.349041e+01 1 2251 0 0.9264036
2.359206e+01 1 2250 0 0.9259919
2.364880e+01 0 2249 1 0.9259919
2.371162e+01 1 2248 0 0.9255799
2.392087e+01 1 2247 0 0.9251680
2.393928e+01 1 2246 0 0.9247561
2.396376e+01 1 2245 0 0.9243442
2.396549e+01 1 2244 0 0.9239323
2.399314e+01 0 2243 1 0.9239323
2.402009e+01 1 2242 0 0.9235202
2.409239e+01 1 2241 0 0.9231081
2.412374e+01 1 2240 0 0.9226960
2.420183e+01 1 2239 0 0.9222839
2.431772e+01 1 2238 0 0.9218718
2.439423e+01 1 2237 0 0.9214597
2.450013e+01 1 2236 0 0.9210476
2.456438e+01 1 2235 0 0.9206355
2.462125e+01 1 2234 0 0.9202234
2.465145e+01 1 2233 0 0.9198113
2.470187e+01 1 2232 0 0.9193992
2.470861e+01 1 2231 0 0.9189871
2.471235e+01 0 2230 1 0.9189871
2.484139e+01 1 2229 0 0.9185748
2.495138e+01 1 2228 0 0.9181625
2.499276e+01 1 2227 0 0.9177502
2.499740e+01 1 2226 0 0.9173379
2.500938e+01 1 2225 0 0.9169256
2.508945e+01 1 2224 0 0.9165133
2.509542e+01 1 2223 0 0.9161010
2.513210e+01 0 2222 1 0.9161010
2.516127e+01 0 2221 1 0.9161010
2.520119e+01 0 2220 1 0.9161010
2.524314e+01 1 2219 0 0.9156882
2.546271e+01 0 2218 1 0.9156882
2.552840e+01 0 2217 1 0.9156882
2.555205e+01 1 2216 0 0.9152750
2.566583e+01 1 2215 0 0.9148618
2.580686e+01 1 2214 0 0.9144486
2.595361e+01 0 2213 1 0.9144486
2.602185e+01 1 2212 0 0.9140351
2.606451e+01 1 2211 0 0.9136217
2.610596e+01 1 2210 0 0.9132083
2.611768e+01 0 2209 1 0.9132083
2.621893e+01 1 2208 0 0.9127948
2.626242e+01 1 2207 0 0.9123812
2.627372e+01 0 2206 1 0.9123812
2.629177e+01 0 2205 1 0.9123812
2.629805e+01 0 2204 1 0.9123812
2.635804e+01 1 2203 0 0.9119670
2.647246e+01 1 2202 0 0.9115529
2.650871e+01 1 2201 0 0.9111387
2.653013e+01 0 2200 1 0.9111387
2.669993e+01 1 2199 0 0.9107244
2.675957e+01 1 2198 0 0.9103100
2.684238e+01 1 2197 0 0.9098957
2.693475e+01 1 2196 0 0.9094813
2.704060e+01 1 2195 0 0.9090670
2.705227e+01 1 2194 0 0.9086526
2.709626e+01 0 2193 1 0.9086526
2.713504e+01 1 2192 0 0.9082381
2.722633e+01 1 2191 0 0.9078236
2.726422e+01 1 2190 0 0.9074091
2.728919e+01 0 2189 1 0.9074091
2.729816e+01 1 2188 0 0.9069943
2.730744e+01 1 2187 0 0.9065796
2.735637e+01 1 2186 0 0.9061649
2.735714e+01 0 2185 1 0.9061649
2.749718e+01 1 2184 0 0.9057500
2.772477e+01 1 2183 0 0.9053351
2.778073e+01 0 2182 1 0.9053351
2.785220e+01 0 2181 1 0.9053351
2.787638e+01 1 2180 0 0.9049198
2.788126e+01 1 2179 0 0.9045045
2.788367e+01 1 2178 0 0.9040892
2.792090e+01 1 2177 0 0.9036739
2.792156e+01 1 2176 0 0.9032586
2.794974e+01 0 2175 1 0.9032586
2.810058e+01 1 2174 0 0.9028431
2.812895e+01 1 2173 0 0.9024276
2.818403e+01 1 2172 0 0.9020122
2.829023e+01 1 2171 0 0.9015967
2.837985e+01 0 2170 1 0.9015967
2.850304e+01 0 2169 1 0.9015967
2.851081e+01 0 2168 1 0.9015967
2.852811e+01 1 2167 0 0.9011806
2.871739e+01 0 2166 1 0.9011806
2.871788e+01 1 2165 0 0.9007644
2.873128e+01 1 2164 0 0.9003481
2.875570e+01 1 2163 0 0.8999319
2.878289e+01 0 2162 1 0.8999319
2.890710e+01 1 2161 0 0.8995154
2.890925e+01 1 2160 0 0.8990990
2.899697e+01 1 2159 0 0.8986825
2.909959e+01 1 2158 0 0.8982661
2.915991e+01 1 2157 0 0.8978497
2.916610e+01 0 2156 1 0.8978497
2.920978e+01 0 2155 1 0.8978497
2.935190e+01 1 2154 0 0.8974328
2.944307e+01 1 2153 0 0.8970160
2.947419e+01 1 2152 0 0.8965992
2.950269e+01 1 2151 0 0.8961823
2.967817e+01 1 2150 0 0.8957655
2.973518e+01 0 2149 1 0.8957655
2.974151e+01 1 2148 0 0.8953485
2.980731e+01 1 2147 0 0.8949315
2.982432e+01 0 2146 1 0.8949315
2.983554e+01 1 2145 0 0.8945143
2.997653e+01 0 2144 1 0.8945143
3.002596e+01 1 2143 0 0.8940968
3.011456e+01 1 2142 0 0.8936794
3.011770e+01 0 2141 1 0.8936794
3.018445e+01 1 2140 0 0.8932618
3.031618e+01 1 2139 0 0.8928442
3.035486e+01 1 2138 0 0.8924266
3.037807e+01 1 2137 0 0.8920090
3.055516e+01 1 2136 0 0.8915914
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3.387965e+02 1 361 0 0.2566751
3.403571e+02 1 360 0 0.2559621
3.416518e+02 1 359 0 0.2552491
3.418902e+02 1 358 0 0.2545361
3.429991e+02 1 357 0 0.2538231
3.430667e+02 1 356 0 0.2531101
3.445590e+02 1 355 0 0.2523972
3.446060e+02 1 354 0 0.2516842
3.447460e+02 0 353 1 0.2516842
3.450056e+02 1 352 0 0.2509692
3.454241e+02 1 351 0 0.2502541
3.455406e+02 0 350 1 0.2502541
3.460930e+02 1 349 0 0.2495371
3.463294e+02 1 348 0 0.2488200
3.472871e+02 0 347 1 0.2488200
3.475360e+02 1 346 0 0.2481009
3.475400e+02 0 345 1 0.2481009
3.480382e+02 0 344 1 0.2481009
3.486928e+02 1 343 0 0.2473776
3.492440e+02 1 342 0 0.2466542
3.509681e+02 1 341 0 0.2459309
3.516557e+02 1 340 0 0.2452076
3.522697e+02 1 339 0 0.2444843
3.533906e+02 1 338 0 0.2437609
3.539294e+02 1 337 0 0.2430376
3.539948e+02 0 336 1 0.2430376
3.547841e+02 1 335 0 0.2423121
3.568154e+02 0 334 1 0.2423121
3.568695e+02 1 333 0 0.2415845
3.577021e+02 1 332 0 0.2408568
3.590533e+02 1 331 0 0.2401291
3.595950e+02 1 330 0 0.2394015
3.602160e+02 1 329 0 0.2386738
3.605200e+02 1 328 0 0.2379461
3.608651e+02 0 327 1 0.2379461
3.618333e+02 0 326 1 0.2379461
3.625397e+02 1 325 0 0.2372140
3.638309e+02 1 324 0 0.2364819
3.640695e+02 0 323 1 0.2364819
3.641713e+02 1 322 0 0.2357474
3.650311e+02 1 321 0 0.2350130
3.653983e+02 1 320 0 0.2342786
3.654329e+02 1 319 0 0.2335442
3.662707e+02 1 318 0 0.2328098
3.663895e+02 1 317 0 0.2320754
3.674137e+02 1 316 0 0.2313409
3.683612e+02 1 315 0 0.2306065
3.698126e+02 1 314 0 0.2298721
3.705112e+02 1 313 0 0.2291377
3.707694e+02 0 312 1 0.2291377
3.710355e+02 1 311 0 0.2284009
3.731795e+02 1 310 0 0.2276641
3.747320e+02 1 309 0 0.2269274
3.747442e+02 0 308 1 0.2269274
3.760454e+02 1 307 0 0.2261882
3.798858e+02 0 306 1 0.2261882
3.814749e+02 0 305 1 0.2261882
3.819565e+02 1 304 0 0.2254441
3.822735e+02 1 303 0 0.2247001
3.827622e+02 1 302 0 0.2239561
3.828704e+02 0 301 1 0.2239561
3.835390e+02 1 300 0 0.2232095
3.837079e+02 1 299 0 0.2224630
3.862595e+02 1 298 0 0.2217165
3.865444e+02 1 297 0 0.2209700
3.867429e+02 1 296 0 0.2202235
3.876071e+02 1 295 0 0.2194769
3.891637e+02 1 294 0 0.2187304
3.904732e+02 0 293 1 0.2187304
3.911322e+02 1 292 0 0.2179813
3.914864e+02 1 291 0 0.2172323
3.921607e+02 1 290 0 0.2164832
3.927148e+02 1 289 0 0.2157341
3.931803e+02 1 288 0 0.2149850
3.936839e+02 1 287 0 0.2142360
3.938597e+02 1 286 0 0.2134869
3.942638e+02 1 285 0 0.2127378
3.947671e+02 1 284 0 0.2119887
3.950163e+02 1 283 0 0.2112397
3.954781e+02 1 282 0 0.2104906
3.971988e+02 1 281 0 0.2097415
3.994327e+02 0 280 1 0.2097415
3.996255e+02 0 279 1 0.2097415
4.031746e+02 1 278 0 0.2089870
4.036889e+02 0 277 1 0.2089870
4.052009e+02 1 276 0 0.2082298
4.063901e+02 1 275 0 0.2074726
4.073338e+02 0 274 1 0.2074726
4.076061e+02 1 273 0 0.2067127
4.088850e+02 1 272 0 0.2059527
4.090718e+02 1 271 0 0.2051927
4.096553e+02 1 270 0 0.2044327
4.119101e+02 1 269 0 0.2036728
4.124879e+02 1 268 0 0.2029128
4.147344e+02 1 267 0 0.2021528
4.149529e+02 1 266 0 0.2013929
4.167357e+02 0 265 1 0.2013929
4.176403e+02 0 264 1 0.2013929
4.182563e+02 0 263 1 0.2013929
4.214247e+02 1 262 0 0.2006242
4.216330e+02 1 261 0 0.1998555
4.222090e+02 0 260 1 0.1998555
4.227835e+02 1 259 0 0.1990839
4.239486e+02 1 258 0 0.1983122
4.247333e+02 1 257 0 0.1975406
4.254683e+02 1 256 0 0.1967689
4.260195e+02 1 255 0 0.1959973
4.261375e+02 1 254 0 0.1952256
4.261459e+02 1 253 0 0.1944540
4.278175e+02 1 252 0 0.1936824
4.278613e+02 1 251 0 0.1929107
4.288084e+02 0 250 1 0.1929107
4.295661e+02 1 249 0 0.1921360
4.303175e+02 0 248 1 0.1921360
4.311022e+02 1 247 0 0.1913581
4.311655e+02 1 246 0 0.1905802
4.325817e+02 1 245 0 0.1898023
4.334545e+02 0 244 1 0.1898023
4.359130e+02 1 243 0 0.1890213
4.424324e+02 0 242 1 0.1890213
4.438409e+02 1 241 0 0.1882369
4.454874e+02 1 240 0 0.1874526
4.464473e+02 1 239 0 0.1866683
4.467196e+02 1 238 0 0.1858840
4.508784e+02 1 237 0 0.1850997
4.508889e+02 0 236 1 0.1850997
4.522506e+02 1 235 0 0.1843120
4.533551e+02 1 234 0 0.1835243
4.534650e+02 1 233 0 0.1827367
4.534880e+02 1 232 0 0.1819490
4.542338e+02 0 231 1 0.1819490
4.554705e+02 0 230 1 0.1819490
4.587237e+02 0 229 1 0.1819490
4.593346e+02 1 228 0 0.1811510
4.622105e+02 1 227 0 0.1803530
4.635146e+02 1 226 0 0.1795550
4.636899e+02 1 225 0 0.1787569
4.652151e+02 1 224 0 0.1779589
4.654807e+02 1 223 0 0.1771609
4.662036e+02 1 222 0 0.1763629
4.687576e+02 0 221 1 0.1763629
4.709390e+02 1 220 0 0.1755612
4.718157e+02 1 219 0 0.1747596
4.722663e+02 0 218 1 0.1747596
4.728350e+02 0 217 1 0.1747596
4.759560e+02 1 216 0 0.1739505
4.760085e+02 1 215 0 0.1731414
4.778928e+02 1 214 0 0.1723324
4.779779e+02 1 213 0 0.1715233
4.784423e+02 1 212 0 0.1707142
4.807272e+02 1 211 0 0.1699051
4.807550e+02 1 210 0 0.1690961
4.811617e+02 1 209 0 0.1682870
4.834131e+02 1 208 0 0.1674779
4.860421e+02 0 207 1 0.1674779
4.920506e+02 1 206 0 0.1666649
4.929212e+02 0 205 1 0.1666649
4.929335e+02 1 204 0 0.1658479
4.929730e+02 1 203 0 0.1650310
4.945804e+02 1 202 0 0.1642140
4.972540e+02 1 201 0 0.1633970
4.982837e+02 0 200 1 0.1633970
4.985732e+02 0 199 1 0.1633970
5.001974e+02 0 198 1 0.1633970
5.015314e+02 1 197 0 0.1625676
5.023700e+02 0 196 1 0.1625676
5.157825e+02 1 195 0 0.1617339
5.182364e+02 1 194 0 0.1609002
5.193412e+02 1 193 0 0.1600665
5.204464e+02 1 192 0 0.1592328
5.244890e+02 1 191 0 0.1583992
5.286992e+02 1 190 0 0.1575655
5.317781e+02 1 189 0 0.1567318
5.350439e+02 1 188 0 0.1558981
5.378771e+02 1 187 0 0.1550644
5.391071e+02 1 186 0 0.1542308
5.423077e+02 0 185 1 0.1542308
5.430681e+02 0 184 1 0.1542308
5.432430e+02 1 183 0 0.1533880
5.467521e+02 0 182 1 0.1533880
5.489140e+02 1 181 0 0.1525405
5.509403e+02 0 180 1 0.1525405
5.545767e+02 1 179 0 0.1516883
5.552024e+02 0 178 1 0.1516883
5.560755e+02 1 177 0 0.1508313
5.621001e+02 0 176 1 0.1508313
5.627430e+02 1 175 0 0.1499694
5.628073e+02 1 174 0 0.1491076
5.636914e+02 0 173 1 0.1491076
5.657951e+02 0 172 1 0.1491076
5.660402e+02 1 171 0 0.1482356
5.671324e+02 1 170 0 0.1473636
5.694378e+02 1 169 0 0.1464916
5.747176e+02 1 168 0 0.1456197
5.758093e+02 1 167 0 0.1447477
5.765892e+02 1 166 0 0.1438757
5.789041e+02 0 165 1 0.1438757
5.814042e+02 0 164 1 0.1438757
5.861986e+02 1 163 0 0.1429930
5.862373e+02 1 162 0 0.1421104
5.904212e+02 1 161 0 0.1412277
5.915661e+02 1 160 0 0.1403450
5.929516e+02 1 159 0 0.1394623
5.966747e+02 1 158 0 0.1385797
6.082924e+02 1 157 0 0.1376970
6.119418e+02 0 156 1 0.1376970
6.249474e+02 1 155 0 0.1368086
6.288285e+02 1 154 0 0.1359203
6.311673e+02 0 153 1 0.1359203
6.337147e+02 1 152 0 0.1350261
6.385943e+02 1 151 0 0.1341318
6.395390e+02 1 150 0 0.1332376
6.417029e+02 1 149 0 0.1323434
6.422293e+02 1 148 0 0.1314492
6.455118e+02 1 147 0 0.1305550
6.461162e+02 1 146 0 0.1296608
6.470577e+02 1 145 0 0.1287666
6.484772e+02 1 144 0 0.1278724
6.515550e+02 1 143 0 0.1269781
6.522320e+02 1 142 0 0.1260839
6.558605e+02 1 141 0 0.1251897
6.590640e+02 1 140 0 0.1242955
6.602965e+02 1 139 0 0.1234013
6.669704e+02 1 138 0 0.1225071
6.677496e+02 1 137 0 0.1216129
6.692046e+02 1 136 0 0.1207187
6.693562e+02 1 135 0 0.1198244
6.753754e+02 0 134 1 0.1198244
6.882096e+02 1 133 0 0.1189235
6.924041e+02 1 132 0 0.1180226
6.942362e+02 1 131 0 0.1171216
6.991635e+02 0 130 1 0.1171216
7.036421e+02 0 129 1 0.1171216
7.082583e+02 1 128 0 0.1162066
7.113652e+02 1 127 0 0.1152916
7.116069e+02 1 126 0 0.1143766
7.141924e+02 1 125 0 0.1134616
7.146249e+02 1 124 0 0.1125466
7.184446e+02 0 123 1 0.1125466
7.209682e+02 1 122 0 0.1116241
7.305051e+02 1 121 0 0.1107015
7.316724e+02 1 120 0 0.1097790
7.320750e+02 1 119 0 0.1088565
7.346572e+02 0 118 1 0.1088565
7.450551e+02 0 117 1 0.1088565
7.459621e+02 0 116 1 0.1088565
7.524308e+02 0 115 1 0.1088565
7.606606e+02 0 114 1 0.1088565
7.614160e+02 0 113 1 0.1088565
7.633557e+02 0 112 1 0.1088565
7.657585e+02 0 111 1 0.1088565
7.738977e+02 1 110 0 0.1078669
7.786539e+02 1 109 0 0.1068773
7.866389e+02 1 108 0 0.1058877
7.897418e+02 0 107 1 0.1058877
7.975097e+02 1 106 0 0.1048888
8.006611e+02 0 105 1 0.1048888
8.006629e+02 0 104 1 0.1048888
8.036597e+02 1 103 0 0.1038704
8.046041e+02 1 102 0 0.1028521
8.066373e+02 1 101 0 0.1018338
8.081715e+02 1 100 0 0.1008154
8.096439e+02 1 99 0 0.0997971
8.117163e+02 1 98 0 0.0987787
8.120410e+02 1 97 0 0.0977604
8.168178e+02 1 96 0 0.0967421
8.199300e+02 1 95 0 0.0957237
8.206700e+02 1 94 0 0.0947054
8.219780e+02 1 93 0 0.0936871
8.222861e+02 1 92 0 0.0926687
8.365746e+02 1 91 0 0.0916504
8.410525e+02 0 90 1 0.0916504
8.504567e+02 1 89 0 0.0906206
8.529787e+02 1 88 0 0.0895908
8.592259e+02 1 87 0 0.0885610
8.616662e+02 0 86 1 0.0885610
8.621076e+02 1 85 0 0.0875191
8.649439e+02 1 84 0 0.0864773
8.714364e+02 1 83 0 0.0854354
8.847111e+02 1 82 0 0.0843935
8.884651e+02 0 81 1 0.0843935
9.045467e+02 0 80 1 0.0843935
9.126417e+02 0 79 1 0.0843935
9.213065e+02 1 78 0 0.0833115
9.339747e+02 1 77 0 0.0822295
9.358146e+02 1 76 0 0.0811476
9.379842e+02 1 75 0 0.0800656
9.430006e+02 0 74 1 0.0800656
9.622119e+02 1 73 0 0.0789688
9.644857e+02 1 72 0 0.0778720
9.690189e+02 0 71 1 0.0778720
9.772909e+02 0 70 1 0.0778720
9.780630e+02 1 69 0 0.0767434
9.837590e+02 1 68 0 0.0756149
1.007460e+03 1 67 0 0.0744863
1.028226e+03 0 66 1 0.0744863
1.041884e+03 1 65 0 0.0733403
1.049095e+03 1 64 0 0.0721944
1.077496e+03 1 63 0 0.0710484
1.102483e+03 1 62 0 0.0699025
1.115281e+03 1 61 0 0.0687566
1.149625e+03 1 60 0 0.0676106
1.167003e+03 1 59 0 0.0664647
1.193834e+03 1 58 0 0.0653187
1.213456e+03 1 57 0 0.0641728
1.215979e+03 1 56 0 0.0630268
1.227602e+03 0 55 1 0.0630268
1.231554e+03 1 54 0 0.0618597
1.234169e+03 1 53 0 0.0606925
1.235894e+03 0 52 1 0.0606925
1.237273e+03 1 51 0 0.0595025
1.251231e+03 1 50 0 0.0583124
1.291331e+03 1 49 0 0.0571224
1.296780e+03 0 48 1 0.0571224
1.352287e+03 1 47 0 0.0559070
1.354120e+03 1 46 0 0.0546916
1.369562e+03 1 45 0 0.0534763
1.370395e+03 1 44 0 0.0522609
1.421589e+03 1 43 0 0.0510455
1.462990e+03 1 42 0 0.0498302
1.467452e+03 1 41 0 0.0486148
1.474280e+03 1 40 0 0.0473994
1.483013e+03 0 39 1 0.0473994
1.508922e+03 1 38 0 0.0461521
1.535251e+03 0 37 1 0.0461521
1.609130e+03 1 36 0 0.0448701
1.618195e+03 1 35 0 0.0435881
1.658336e+03 1 34 0 0.0423061
1.711426e+03 1 33 0 0.0410241
1.717767e+03 0 32 1 0.0410241
1.728093e+03 1 31 0 0.0397007
1.757370e+03 1 30 0 0.0383773
1.792950e+03 1 29 0 0.0370540
1.795318e+03 1 28 0 0.0357306
1.840642e+03 1 27 0 0.0344073
1.920122e+03 1 26 0 0.0330839
2.028719e+03 1 25 0 0.0317606
2.033976e+03 1 24 0 0.0304372
2.064158e+03 0 23 1 0.0304372
2.082093e+03 1 22 0 0.0290537
2.128950e+03 0 21 1 0.0290537
2.130892e+03 1 20 0 0.0276010
2.137473e+03 1 19 0 0.0261483
2.143224e+03 1 18 0 0.0246956
2.211611e+03 0 17 1 0.0246956
2.347671e+03 1 16 0 0.0231522
2.469620e+03 1 15 0 0.0216087
2.605858e+03 1 14 0 0.0200652
2.664709e+03 1 13 0 0.0185217
2.826067e+03 1 12 0 0.0169783
2.843493e+03 1 11 0 0.0154348
2.869112e+03 0 10 1 0.0154348
3.600638e+03 1 9 0 0.0137198
4.239059e+03 1 8 0 0.0120048
4.280358e+03 1 7 0 0.0102898
5.949462e+03 1 6 0 0.0085749
6.012850e+03 0 5 1 0.0085749
6.492596e+03 1 4 0 0.0064312
9.184312e+03 1 3 0 0.0042874
1.104071e+04 0 2 1 0.0042874
1.472638e+04 1 1 0 0.0000000

Función de supervivencia estimada para la cohorte 2

km_c2 <- km_cohorte[2]

km_co2 <- tibble(time = km_c2$time,
                 dk = km_c2$n.event,
                 nk = km_c2$n.risk,
                 ck = km_c2$n.censor,
                 St = km_c2$surv)

km_co2 %>% rename("Tiempo" = time, "$d_{k}$" = dk, "$n_k$" = nk, 
                    "$c_k$" = ck, "$\\hat{S}(t)$" = St) %>% 
  kbl(align = c(rep('c', times = 5))) %>% kable_paper() %>% 
    scroll_box(width = "100%", height = "300px")
Tiempo \(d_{k}\) \(n_k\) \(c_k\) \(\hat{S}(t)\)
6.409712e-01 0 2500 1 1.0000000
7.484865e-01 0 2499 1 1.0000000
7.757258e-01 0 2498 1 1.0000000
1.446667e+00 0 2497 1 1.0000000
1.515842e+00 1 2496 0 0.9995994
1.531236e+00 1 2495 0 0.9991987
1.714684e+00 1 2494 0 0.9987981
1.872458e+00 1 2493 0 0.9983974
2.870315e+00 1 2492 0 0.9979968
2.912621e+00 1 2491 0 0.9975962
2.952751e+00 1 2490 0 0.9971955
3.039788e+00 0 2489 1 0.9971955
3.182193e+00 1 2488 0 0.9967947
3.298805e+00 1 2487 0 0.9963939
3.698400e+00 0 2486 1 0.9963939
3.863586e+00 1 2485 0 0.9959929
3.887407e+00 0 2484 1 0.9959929
4.047921e+00 0 2483 1 0.9959929
4.170800e+00 0 2482 1 0.9959929
4.320374e+00 0 2481 1 0.9959929
4.397144e+00 1 2480 0 0.9955913
4.430678e+00 1 2479 0 0.9951897
4.452058e+00 1 2478 0 0.9947881
4.650606e+00 0 2477 1 0.9947881
4.784683e+00 0 2476 1 0.9947881
4.902393e+00 1 2475 0 0.9943862
4.923112e+00 0 2474 1 0.9943862
5.001384e+00 0 2473 1 0.9943862
5.137251e+00 0 2472 1 0.9943862
5.142118e+00 1 2471 0 0.9939838
5.210305e+00 0 2470 1 0.9939838
5.235121e+00 0 2469 1 0.9939838
5.282819e+00 0 2468 1 0.9939838
5.480851e+00 0 2467 1 0.9939838
5.791292e+00 0 2466 1 0.9939838
6.072611e+00 0 2465 1 0.9939838
6.088749e+00 0 2464 1 0.9939838
6.122353e+00 0 2463 1 0.9939838
6.366027e+00 0 2462 1 0.9939838
6.385489e+00 0 2461 1 0.9939838
6.627544e+00 1 2460 0 0.9935797
6.926179e+00 0 2459 1 0.9935797
7.131980e+00 1 2458 0 0.9931755
7.148287e+00 1 2457 0 0.9927713
7.168431e+00 1 2456 0 0.9923670
7.179522e+00 1 2455 0 0.9919628
7.437811e+00 1 2454 0 0.9915586
7.472108e+00 0 2453 1 0.9915586
7.637355e+00 0 2452 1 0.9915586
7.690471e+00 1 2451 0 0.9911540
7.732648e+00 1 2450 0 0.9907495
7.765565e+00 1 2449 0 0.9903449
7.782107e+00 0 2448 1 0.9903449
7.824748e+00 0 2447 1 0.9903449
7.852863e+00 0 2446 1 0.9903449
7.913647e+00 0 2445 1 0.9903449
8.161368e+00 1 2444 0 0.9899397
8.169987e+00 1 2443 0 0.9895345
8.201345e+00 0 2442 1 0.9895345
8.253066e+00 0 2441 1 0.9895345
8.353386e+00 0 2440 1 0.9895345
8.390248e+00 1 2439 0 0.9891288
8.442943e+00 0 2438 1 0.9891288
8.506259e+00 1 2437 0 0.9887229
8.526104e+00 0 2436 1 0.9887229
8.559231e+00 0 2435 1 0.9887229
8.699060e+00 0 2434 1 0.9887229
9.031101e+00 0 2433 1 0.9887229
9.070429e+00 0 2432 1 0.9887229
9.276347e+00 0 2431 1 0.9887229
9.283988e+00 0 2430 1 0.9887229
9.471400e+00 1 2429 0 0.9883159
9.496508e+00 1 2428 0 0.9879088
9.532172e+00 0 2427 1 0.9879088
9.587731e+00 0 2426 1 0.9879088
9.855853e+00 0 2425 1 0.9879088
9.858569e+00 0 2424 1 0.9879088
9.872020e+00 1 2423 0 0.9875011
1.000428e+01 0 2422 1 0.9875011
1.013510e+01 1 2421 0 0.9870932
1.023786e+01 1 2420 0 0.9866853
1.041939e+01 1 2419 0 0.9862774
1.045552e+01 0 2418 1 0.9862774
1.052669e+01 1 2417 0 0.9858694
1.072593e+01 0 2416 1 0.9858694
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4.825815e+02 0 209 1 0.3751535
4.828516e+02 1 208 0 0.3733499
4.829576e+02 0 207 1 0.3733499
4.831201e+02 1 206 0 0.3715375
4.841340e+02 1 205 0 0.3697251
4.882395e+02 0 204 1 0.3697251
4.896149e+02 0 203 1 0.3697251
4.898429e+02 1 202 0 0.3678948
4.915394e+02 0 201 1 0.3678948
4.923089e+02 0 200 1 0.3678948
4.932214e+02 0 199 1 0.3678948
4.944722e+02 1 198 0 0.3660368
4.954497e+02 0 197 1 0.3660368
4.959917e+02 1 196 0 0.3641692
4.974909e+02 0 195 1 0.3641692
5.008134e+02 0 194 1 0.3641692
5.093984e+02 0 193 1 0.3641692
5.103488e+02 0 192 1 0.3641692
5.125150e+02 1 191 0 0.3622626
5.164210e+02 0 190 1 0.3622626
5.178670e+02 1 189 0 0.3603459
5.179503e+02 1 188 0 0.3584291
5.195751e+02 0 187 1 0.3584291
5.200316e+02 0 186 1 0.3584291
5.212503e+02 1 185 0 0.3564917
5.218056e+02 1 184 0 0.3545542
5.219067e+02 0 183 1 0.3545542
5.239024e+02 0 182 1 0.3545542
5.241904e+02 1 181 0 0.3525953
5.271867e+02 0 180 1 0.3525953
5.284962e+02 1 179 0 0.3506255
5.364942e+02 0 178 1 0.3506255
5.384772e+02 0 177 1 0.3506255
5.390653e+02 0 176 1 0.3506255
5.394562e+02 1 175 0 0.3486220
5.399385e+02 0 174 1 0.3486220
5.487810e+02 0 173 1 0.3486220
5.488063e+02 0 172 1 0.3486220
5.506964e+02 0 171 1 0.3486220
5.514342e+02 1 170 0 0.3465712
5.553954e+02 0 169 1 0.3465712
5.574682e+02 1 168 0 0.3445083
5.613290e+02 1 167 0 0.3424454
5.623184e+02 1 166 0 0.3403825
5.633911e+02 1 165 0 0.3383196
5.640393e+02 1 164 0 0.3362566
5.660300e+02 0 163 1 0.3362566
5.674253e+02 0 162 1 0.3362566
5.674813e+02 0 161 1 0.3362566
5.732703e+02 0 160 1 0.3362566
5.740298e+02 0 159 1 0.3362566
5.783974e+02 0 158 1 0.3362566
5.826195e+02 1 157 0 0.3341149
5.844612e+02 0 156 1 0.3341149
5.850368e+02 0 155 1 0.3341149
5.893998e+02 1 154 0 0.3319453
5.905565e+02 0 153 1 0.3319453
5.941267e+02 1 152 0 0.3297614
5.964970e+02 0 151 1 0.3297614
5.977635e+02 1 150 0 0.3275630
6.000743e+02 0 149 1 0.3275630
6.035322e+02 1 148 0 0.3253498
6.063972e+02 0 147 1 0.3253498
6.069328e+02 1 146 0 0.3231213
6.079032e+02 0 145 1 0.3231213
6.079967e+02 1 144 0 0.3208774
6.109546e+02 0 143 1 0.3208774
6.163983e+02 1 142 0 0.3186177
6.202030e+02 0 141 1 0.3186177
6.213557e+02 0 140 1 0.3186177
6.222823e+02 0 139 1 0.3186177
6.259451e+02 0 138 1 0.3186177
6.275061e+02 0 137 1 0.3186177
6.350507e+02 0 136 1 0.3186177
6.371566e+02 0 135 1 0.3186177
6.375088e+02 1 134 0 0.3162400
6.422000e+02 1 133 0 0.3138623
6.431848e+02 1 132 0 0.3114845
6.445227e+02 0 131 1 0.3114845
6.479612e+02 0 130 1 0.3114845
6.491147e+02 0 129 1 0.3114845
6.510005e+02 0 128 1 0.3114845
6.601769e+02 0 127 1 0.3114845
6.608762e+02 0 126 1 0.3114845
6.645131e+02 0 125 1 0.3114845
6.858721e+02 1 124 0 0.3089725
6.921329e+02 0 123 1 0.3089725
6.939118e+02 0 122 1 0.3089725
6.954088e+02 1 121 0 0.3064190
6.955172e+02 0 120 1 0.3064190
7.017084e+02 1 119 0 0.3038441
7.064836e+02 0 118 1 0.3038441
7.074624e+02 0 117 1 0.3038441
7.087603e+02 1 116 0 0.3012247
7.238127e+02 1 115 0 0.2986054
7.292921e+02 0 114 1 0.2986054
7.311705e+02 1 113 0 0.2959629
7.376783e+02 0 112 1 0.2959629
7.393054e+02 0 111 1 0.2959629
7.422133e+02 1 110 0 0.2932723
7.428327e+02 0 109 1 0.2932723
7.500676e+02 0 108 1 0.2932723
7.508263e+02 0 107 1 0.2932723
7.522863e+02 1 106 0 0.2905056
7.615529e+02 0 105 1 0.2905056
7.707722e+02 0 104 1 0.2905056
7.719160e+02 0 103 1 0.2905056
7.755432e+02 1 102 0 0.2876575
7.908984e+02 0 101 1 0.2876575
7.995267e+02 1 100 0 0.2847809
8.072874e+02 1 99 0 0.2819043
8.177783e+02 1 98 0 0.2790278
8.219227e+02 1 97 0 0.2761512
8.238787e+02 0 96 1 0.2761512
8.337632e+02 0 95 1 0.2761512
8.346733e+02 0 94 1 0.2761512
8.371187e+02 0 93 1 0.2761512
8.575667e+02 1 92 0 0.2731495
8.607833e+02 1 91 0 0.2701479
8.645171e+02 1 90 0 0.2671463
8.658521e+02 0 89 1 0.2671463
8.755970e+02 1 88 0 0.2641105
8.816355e+02 0 87 1 0.2641105
8.865794e+02 0 86 1 0.2641105
8.923388e+02 1 85 0 0.2610033
8.934662e+02 0 84 1 0.2610033
9.236301e+02 1 83 0 0.2578587
9.264005e+02 0 82 1 0.2578587
9.366698e+02 0 81 1 0.2578587
9.372302e+02 0 80 1 0.2578587
9.383273e+02 0 79 1 0.2578587
9.428434e+02 1 78 0 0.2545528
9.495115e+02 0 77 1 0.2545528
9.542699e+02 1 76 0 0.2512034
9.595377e+02 1 75 0 0.2478541
9.644394e+02 1 74 0 0.2445047
9.667802e+02 0 73 1 0.2445047
9.709387e+02 0 72 1 0.2445047
9.724108e+02 1 71 0 0.2410610
9.824719e+02 0 70 1 0.2410610
9.870153e+02 0 69 1 0.2410610
1.006141e+03 1 68 0 0.2375159
1.006580e+03 0 67 1 0.2375159
1.007688e+03 1 66 0 0.2339172
1.024319e+03 0 65 1 0.2339172
1.025550e+03 1 64 0 0.2302623
1.031919e+03 0 63 1 0.2302623
1.052791e+03 0 62 1 0.2302623
1.058581e+03 1 61 0 0.2264875
1.065106e+03 1 60 0 0.2227127
1.091384e+03 1 59 0 0.2189379
1.127075e+03 0 58 1 0.2189379
1.157460e+03 0 57 1 0.2189379
1.170333e+03 0 56 1 0.2189379
1.179085e+03 1 55 0 0.2149572
1.190463e+03 0 54 1 0.2149572
1.199262e+03 0 53 1 0.2149572
1.226490e+03 0 52 1 0.2149572
1.234661e+03 1 51 0 0.2107424
1.269994e+03 1 50 0 0.2065275
1.285971e+03 1 49 0 0.2023127
1.291583e+03 0 48 1 0.2023127
1.295741e+03 0 47 1 0.2023127
1.308035e+03 1 46 0 0.1979146
1.313592e+03 0 45 1 0.1979146
1.323251e+03 1 44 0 0.1934165
1.372409e+03 1 43 0 0.1889184
1.373185e+03 0 42 1 0.1889184
1.384044e+03 0 41 1 0.1889184
1.385298e+03 1 40 0 0.1841955
1.388225e+03 0 39 1 0.1841955
1.409712e+03 0 38 1 0.1841955
1.545948e+03 0 37 1 0.1841955
1.574960e+03 0 36 1 0.1841955
1.580800e+03 1 35 0 0.1789328
1.600230e+03 1 34 0 0.1736700
1.645733e+03 0 33 1 0.1736700
1.709904e+03 0 32 1 0.1736700
1.744453e+03 0 31 1 0.1736700
1.842659e+03 0 30 1 0.1736700
1.951921e+03 0 29 1 0.1736700
2.086175e+03 1 28 0 0.1674675
2.150789e+03 1 27 0 0.1612650
2.191017e+03 0 26 1 0.1612650
2.249901e+03 0 25 1 0.1612650
2.283558e+03 0 24 1 0.1612650
2.378556e+03 0 23 1 0.1612650
2.450563e+03 1 22 0 0.1539348
2.452385e+03 0 21 1 0.1539348
2.461076e+03 1 20 0 0.1462381
2.485461e+03 1 19 0 0.1385413
2.530833e+03 1 18 0 0.1308446
2.542785e+03 1 17 0 0.1231478
2.574075e+03 0 16 1 0.1231478
2.744506e+03 0 15 1 0.1231478
2.784579e+03 0 14 1 0.1231478
2.855191e+03 0 13 1 0.1231478
2.873566e+03 0 12 1 0.1231478
3.253221e+03 0 11 1 0.1231478
3.491274e+03 0 10 1 0.1231478
3.668583e+03 0 9 1 0.1231478
3.868901e+03 1 8 0 0.1077544
4.037810e+03 1 7 0 0.0923609
4.181253e+03 0 6 1 0.0923609
4.578894e+03 0 5 1 0.0923609
7.984076e+03 1 4 0 0.0692707
8.408216e+03 0 3 1 0.0692707
3.326805e+04 1 2 0 0.0346353
3.870793e+04 0 1 1 0.0346353

Función de supervivencia estimada para la cohorte 3

km_c3 <- km_cohorte[3]

km_co3 <- tibble(time = km_c3$time,
                 dk = km_c3$n.event,
                 nk = km_c3$n.risk,
                 ck = km_c3$n.censor,
                 St = km_c3$surv)

km_co3 %>% rename("Tiempo" = time, "$d_{k}$" = dk, "$n_k$" = nk, 
                    "$c_k$" = ck, "$\\hat{S}(t)$" = St) %>% 
  kbl(align = c(rep('c', times = 5))) %>% kable_paper() %>% 
    scroll_box(width = "100%", height = "300px")
Tiempo \(d_{k}\) \(n_k\) \(c_k\) \(\hat{S}(t)\)
4.499676e-01 1 2500 0 0.9996000
4.893251e-01 1 2499 0 0.9992000
1.267151e+00 0 2498 1 0.9992000
1.361087e+00 1 2497 0 0.9987998
1.491767e+00 1 2496 0 0.9983997
1.592792e+00 0 2495 1 0.9983997
1.865570e+00 0 2494 1 0.9983997
2.100665e+00 1 2493 0 0.9979992
2.108281e+00 0 2492 1 0.9979992
2.300520e+00 0 2491 1 0.9979992
2.558983e+00 0 2490 1 0.9979992
2.586773e+00 0 2489 1 0.9979992
2.655006e+00 0 2488 1 0.9979992
2.855326e+00 0 2487 1 0.9979992
3.457523e+00 0 2486 1 0.9979992
3.799949e+00 0 2485 1 0.9979992
4.213542e+00 1 2484 0 0.9975974
4.487904e+00 0 2483 1 0.9975974
4.520233e+00 1 2482 0 0.9971955
4.703456e+00 1 2481 0 0.9967936
4.723622e+00 0 2480 1 0.9967936
4.947705e+00 1 2479 0 0.9963915
5.011003e+00 0 2478 1 0.9963915
5.054824e+00 1 2477 0 0.9959892
5.095479e+00 0 2476 1 0.9959892
5.127874e+00 0 2475 1 0.9959892
5.196340e+00 0 2474 1 0.9959892
5.257063e+00 1 2473 0 0.9955865
5.261035e+00 0 2472 1 0.9955865
5.354516e+00 0 2471 1 0.9955865
5.369609e+00 0 2470 1 0.9955865
5.378882e+00 1 2469 0 0.9951832
5.534865e+00 1 2468 0 0.9947800
5.602738e+00 1 2467 0 0.9943768
5.904548e+00 1 2466 0 0.9939735
5.906732e+00 0 2465 1 0.9939735
6.258495e+00 1 2464 0 0.9935701
6.273690e+00 0 2463 1 0.9935701
6.423580e+00 0 2462 1 0.9935701
6.428682e+00 0 2461 1 0.9935701
6.829567e+00 1 2460 0 0.9931662
6.870993e+00 0 2459 1 0.9931662
7.110827e+00 1 2458 0 0.9927622
7.124551e+00 0 2457 1 0.9927622
7.181417e+00 1 2456 0 0.9923580
7.185498e+00 1 2455 0 0.9919537
7.258638e+00 1 2454 0 0.9915495
7.304365e+00 1 2453 0 0.9911453
7.311057e+00 0 2452 1 0.9911453
7.379339e+00 0 2451 1 0.9911453
7.502809e+00 0 2450 1 0.9911453
7.576945e+00 0 2449 1 0.9911453
7.651497e+00 1 2448 0 0.9907404
7.953951e+00 0 2447 1 0.9907404
8.134906e+00 0 2446 1 0.9907404
8.149619e+00 0 2445 1 0.9907404
8.187178e+00 1 2444 0 0.9903350
8.260208e+00 1 2443 0 0.9899297
8.376313e+00 1 2442 0 0.9895243
8.493875e+00 1 2441 0 0.9891189
8.511050e+00 1 2440 0 0.9887135
8.709119e+00 0 2439 1 0.9887135
8.719829e+00 1 2438 0 0.9883080
9.023824e+00 0 2437 1 0.9883080
9.087610e+00 0 2436 1 0.9883080
9.182591e+00 0 2435 1 0.9883080
9.206116e+00 0 2434 1 0.9883080
9.218842e+00 0 2433 1 0.9883080
9.426424e+00 0 2432 1 0.9883080
9.455250e+00 0 2431 1 0.9883080
9.513121e+00 0 2430 1 0.9883080
9.518779e+00 1 2429 0 0.9879011
9.551920e+00 1 2428 0 0.9874942
9.580806e+00 1 2427 0 0.9870874
9.877955e+00 0 2426 1 0.9870874
9.941742e+00 0 2425 1 0.9870874
1.009299e+01 0 2424 1 0.9870874
1.016973e+01 0 2423 1 0.9870874
1.018086e+01 1 2422 0 0.9866798
1.022229e+01 1 2421 0 0.9862723
1.023885e+01 0 2420 1 0.9862723
1.025105e+01 1 2419 0 0.9858645
1.029742e+01 0 2418 1 0.9858645
1.040248e+01 0 2417 1 0.9858645
1.043131e+01 1 2416 0 0.9854565
1.054269e+01 1 2415 0 0.9850484
1.058466e+01 1 2414 0 0.9846404
1.068157e+01 0 2413 1 0.9846404
1.068290e+01 0 2412 1 0.9846404
1.075853e+01 1 2411 0 0.9842320
1.083184e+01 0 2410 1 0.9842320
1.085159e+01 0 2409 1 0.9842320
1.091451e+01 0 2408 1 0.9842320
1.105434e+01 0 2407 1 0.9842320
1.111893e+01 0 2406 1 0.9842320
1.122041e+01 0 2405 1 0.9842320
1.138489e+01 1 2404 0 0.9838226
1.153204e+01 0 2403 1 0.9838226
1.155461e+01 1 2402 0 0.9834130
1.169250e+01 1 2401 0 0.9830034
1.189608e+01 0 2400 1 0.9830034
1.193089e+01 0 2399 1 0.9830034
1.202892e+01 1 2398 0 0.9825935
1.206479e+01 1 2397 0 0.9821835
1.213689e+01 0 2396 1 0.9821835
1.214959e+01 0 2395 1 0.9821835
1.215450e+01 0 2394 1 0.9821835
1.228366e+01 1 2393 0 0.9817731
1.233752e+01 1 2392 0 0.9813627
1.236221e+01 0 2391 1 0.9813627
1.241138e+01 0 2390 1 0.9813627
1.246760e+01 0 2389 1 0.9813627
1.253394e+01 0 2388 1 0.9813627
1.280335e+01 1 2387 0 0.9809515
1.287177e+01 1 2386 0 0.9805404
1.292801e+01 0 2385 1 0.9805404
1.314463e+01 1 2384 0 0.9801291
1.331292e+01 0 2383 1 0.9801291
1.337751e+01 1 2382 0 0.9797176
1.359658e+01 0 2381 1 0.9797176
1.418212e+01 0 2380 1 0.9797176
1.420896e+01 0 2379 1 0.9797176
1.421604e+01 0 2378 1 0.9797176
1.440920e+01 0 2377 1 0.9797176
1.445190e+01 1 2376 0 0.9793053
1.458243e+01 1 2375 0 0.9788930
1.458815e+01 0 2374 1 0.9788930
1.467000e+01 0 2373 1 0.9788930
1.492007e+01 0 2372 1 0.9788930
1.536290e+01 1 2371 0 0.9784801
1.547795e+01 0 2370 1 0.9784801
1.548106e+01 1 2369 0 0.9780671
1.552099e+01 0 2368 1 0.9780671
1.556952e+01 0 2367 1 0.9780671
1.557085e+01 0 2366 1 0.9780671
1.571800e+01 1 2365 0 0.9776535
1.573788e+01 1 2364 0 0.9772399
1.576233e+01 0 2363 1 0.9772399
1.581333e+01 0 2362 1 0.9772399
1.595172e+01 1 2361 0 0.9768260
1.596071e+01 0 2360 1 0.9768260
1.612879e+01 1 2359 0 0.9764119
1.612971e+01 0 2358 1 0.9764119
1.613688e+01 0 2357 1 0.9764119
1.620991e+01 0 2356 1 0.9764119
1.632812e+01 0 2355 1 0.9764119
1.637682e+01 0 2354 1 0.9764119
1.644571e+01 1 2353 0 0.9759970
1.646800e+01 1 2352 0 0.9755820
1.658018e+01 1 2351 0 0.9751671
1.661412e+01 1 2350 0 0.9747521
1.661634e+01 0 2349 1 0.9747521
1.671942e+01 1 2348 0 0.9743369
1.685798e+01 1 2347 0 0.9739218
1.714276e+01 1 2346 0 0.9735067
1.723553e+01 1 2345 0 0.9730915
1.726999e+01 1 2344 0 0.9726764
1.727614e+01 1 2343 0 0.9722612
1.730881e+01 1 2342 0 0.9718461
1.738836e+01 1 2341 0 0.9714310
1.756242e+01 1 2340 0 0.9710158
1.760320e+01 1 2339 0 0.9706007
1.761945e+01 0 2338 1 0.9706007
1.810804e+01 1 2337 0 0.9701854
1.813176e+01 1 2336 0 0.9697700
1.821028e+01 0 2335 1 0.9697700
1.830587e+01 0 2334 1 0.9697700
1.830797e+01 0 2333 1 0.9697700
1.832814e+01 1 2332 0 0.9693542
1.846144e+01 1 2331 0 0.9689383
1.857466e+01 0 2330 1 0.9689383
1.865090e+01 0 2329 1 0.9689383
1.870602e+01 0 2328 1 0.9689383
1.884634e+01 1 2327 0 0.9685219
1.885406e+01 0 2326 1 0.9685219
1.905232e+01 1 2325 0 0.9681054
1.917958e+01 1 2324 0 0.9676888
1.920069e+01 1 2323 0 0.9672722
1.933118e+01 0 2322 1 0.9672722
1.935084e+01 0 2321 1 0.9672722
1.940230e+01 0 2320 1 0.9672722
1.949696e+01 1 2319 0 0.9668551
1.950724e+01 1 2318 0 0.9664380
1.958135e+01 0 2317 1 0.9664380
1.971199e+01 0 2316 1 0.9664380
1.999289e+01 0 2315 1 0.9664380
2.004692e+01 0 2314 1 0.9664380
2.008961e+01 0 2313 1 0.9664380
2.022058e+01 1 2312 0 0.9660200
2.040154e+01 1 2311 0 0.9656020
2.043664e+01 1 2310 0 0.9651840
2.045339e+01 0 2309 1 0.9651840
2.057811e+01 1 2308 0 0.9647658
2.058078e+01 1 2307 0 0.9643476
2.061598e+01 1 2306 0 0.9639294
2.064831e+01 1 2305 0 0.9635112
2.072102e+01 1 2304 0 0.9630930
2.073228e+01 1 2303 0 0.9626748
2.082391e+01 0 2302 1 0.9626748
2.090871e+01 0 2301 1 0.9626748
2.096107e+01 1 2300 0 0.9622563
2.104119e+01 0 2299 1 0.9622563
2.112475e+01 0 2298 1 0.9622563
2.113546e+01 1 2297 0 0.9618374
2.116690e+01 1 2296 0 0.9614185
2.118091e+01 0 2295 1 0.9614185
2.122141e+01 1 2294 0 0.9609994
2.127113e+01 0 2293 1 0.9609994
2.130663e+01 0 2292 1 0.9609994
2.141954e+01 0 2291 1 0.9609994
2.150752e+01 0 2290 1 0.9609994
2.170019e+01 0 2289 1 0.9609994
2.170699e+01 0 2288 1 0.9609994
2.182204e+01 0 2287 1 0.9609994
2.182965e+01 1 2286 0 0.9605790
2.186195e+01 1 2285 0 0.9601586
2.187847e+01 0 2284 1 0.9601586
2.206041e+01 0 2283 1 0.9601586
2.226091e+01 1 2282 0 0.9597378
2.236407e+01 1 2281 0 0.9593171
2.239847e+01 0 2280 1 0.9593171
2.247224e+01 1 2279 0 0.9588961
2.252481e+01 0 2278 1 0.9588961
2.254533e+01 1 2277 0 0.9584750
2.257610e+01 1 2276 0 0.9580539
2.257656e+01 0 2275 1 0.9580539
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1.304035e+03 1 51 0 0.1413459
1.321731e+03 1 50 0 0.1385190
1.325967e+03 0 49 1 0.1385190
1.326577e+03 0 48 1 0.1385190
1.333953e+03 1 47 0 0.1355718
1.343812e+03 1 46 0 0.1326246
1.344775e+03 1 45 0 0.1296774
1.347808e+03 1 44 0 0.1267302
1.353203e+03 0 43 1 0.1267302
1.389177e+03 1 42 0 0.1237128
1.402467e+03 0 41 1 0.1237128
1.426062e+03 0 40 1 0.1237128
1.487934e+03 0 39 1 0.1237128
1.489201e+03 1 38 0 0.1204572
1.493117e+03 1 37 0 0.1172016
1.538058e+03 1 36 0 0.1139460
1.582243e+03 0 35 1 0.1139460
1.628913e+03 1 34 0 0.1105946
1.676694e+03 0 33 1 0.1105946
1.705551e+03 1 32 0 0.1071386
1.770061e+03 1 31 0 0.1036825
1.834427e+03 0 30 1 0.1036825
1.847837e+03 1 29 0 0.1001072
1.854605e+03 0 28 1 0.1001072
1.861863e+03 0 27 1 0.1001072
1.889988e+03 0 26 1 0.1001072
1.934087e+03 0 25 1 0.1001072
1.948069e+03 1 24 0 0.0959361
1.952379e+03 1 23 0 0.0917649
2.115046e+03 1 22 0 0.0875938
2.172666e+03 0 21 1 0.0875938
2.309874e+03 0 20 1 0.0875938
2.348118e+03 0 19 1 0.0875938
2.570986e+03 0 18 1 0.0875938
2.607148e+03 1 17 0 0.0824412
2.621084e+03 0 16 1 0.0824412
2.630845e+03 1 15 0 0.0769452
2.643883e+03 1 14 0 0.0714491
2.735940e+03 0 13 1 0.0714491
2.753875e+03 0 12 1 0.0714491
2.898635e+03 0 11 1 0.0714491
3.225738e+03 1 10 0 0.0643042
3.351614e+03 0 9 1 0.0643042
3.375348e+03 0 8 1 0.0643042
3.436608e+03 1 7 0 0.0551179
3.473439e+03 0 6 1 0.0551179
3.732537e+03 1 5 0 0.0440943
4.291068e+03 1 4 0 0.0330707
4.680336e+03 1 3 0 0.0220471
5.059266e+03 0 2 1 0.0220471
1.681825e+04 0 1 1 0.0220471

Función de supervivencia estimada para la cohorte 4

km_c4 <- km_cohorte[4]

km_co4 <- tibble(time = km_c4$time,
                 dk = km_c4$n.event,
                 nk = km_c4$n.risk,
                 ck = km_c4$n.censor,
                 St = km_c4$surv)

km_co4 %>% rename("Tiempo" = time, "$d_{k}$" = dk, "$n_k$" = nk, 
                    "$c_k$" = ck, "$\\hat{S}(t)$" = St) %>% 
  kbl(align = c(rep('c', times = 5))) %>% kable_paper() %>% 
    scroll_box(width = "100%", height = "300px")
Tiempo \(d_{k}\) \(n_k\) \(c_k\) \(\hat{S}(t)\)
4.975903e-01 0 2500 1 1.0000000
6.835932e-01 0 2499 1 1.0000000
8.999443e-01 1 2498 0 0.9995997
1.010450e+00 1 2497 0 0.9991994
1.102472e+00 0 2496 1 0.9991994
1.864346e+00 0 2495 1 0.9991994
1.970008e+00 0 2494 1 0.9991994
2.103711e+00 0 2493 1 0.9991994
2.165850e+00 0 2492 1 0.9991994
2.321450e+00 0 2491 1 0.9991994
2.558990e+00 1 2490 0 0.9987981
2.607008e+00 0 2489 1 0.9987981
2.743672e+00 1 2488 0 0.9983966
2.764798e+00 0 2487 1 0.9983966
2.897829e+00 0 2486 1 0.9983966
3.181254e+00 0 2485 1 0.9983966
3.241599e+00 1 2484 0 0.9979947
3.316907e+00 1 2483 0 0.9975928
3.378788e+00 0 2482 1 0.9975928
3.412933e+00 0 2481 1 0.9975928
3.465393e+00 1 2480 0 0.9971905
3.560675e+00 1 2479 0 0.9967883
3.657237e+00 1 2478 0 0.9963860
3.822415e+00 0 2477 1 0.9963860
3.873558e+00 1 2476 0 0.9959836
3.890798e+00 0 2475 1 0.9959836
3.894556e+00 0 2474 1 0.9959836
3.961640e+00 0 2473 1 0.9959836
4.023542e+00 0 2472 1 0.9959836
4.105511e+00 1 2471 0 0.9955805
4.345851e+00 1 2470 0 0.9951774
4.505865e+00 0 2469 1 0.9951774
4.582857e+00 1 2468 0 0.9947742
4.633820e+00 0 2467 1 0.9947742
4.688416e+00 0 2466 1 0.9947742
4.793259e+00 0 2465 1 0.9947742
4.980951e+00 0 2464 1 0.9947742
5.114090e+00 0 2463 1 0.9947742
5.152598e+00 1 2462 0 0.9943702
5.240584e+00 0 2461 1 0.9943702
5.268201e+00 0 2460 1 0.9943702
5.414692e+00 0 2459 1 0.9943702
5.426101e+00 1 2458 0 0.9939656
5.792928e+00 0 2457 1 0.9939656
5.935386e+00 0 2456 1 0.9939656
5.944991e+00 1 2455 0 0.9935607
5.980026e+00 0 2454 1 0.9935607
5.990936e+00 0 2453 1 0.9935607
6.104591e+00 0 2452 1 0.9935607
6.211383e+00 1 2451 0 0.9931554
6.278398e+00 0 2450 1 0.9931554
6.288754e+00 0 2449 1 0.9931554
6.309197e+00 1 2448 0 0.9927497
6.367925e+00 1 2447 0 0.9923440
6.407507e+00 0 2446 1 0.9923440
6.411130e+00 0 2445 1 0.9923440
6.664532e+00 0 2444 1 0.9923440
6.680900e+00 0 2443 1 0.9923440
6.749897e+00 0 2442 1 0.9923440
7.088859e+00 0 2441 1 0.9923440
7.151088e+00 0 2440 1 0.9923440
7.322645e+00 1 2439 0 0.9919371
7.356722e+00 0 2438 1 0.9919371
7.382540e+00 1 2437 0 0.9915301
7.386772e+00 0 2436 1 0.9915301
7.424573e+00 0 2435 1 0.9915301
7.741048e+00 0 2434 1 0.9915301
7.798888e+00 1 2433 0 0.9911225
7.935484e+00 0 2432 1 0.9911225
7.943254e+00 1 2431 0 0.9907148
8.006052e+00 0 2430 1 0.9907148
8.125941e+00 0 2429 1 0.9907148
8.129466e+00 0 2428 1 0.9907148
8.247658e+00 0 2427 1 0.9907148
8.291783e+00 0 2426 1 0.9907148
8.330600e+00 0 2425 1 0.9907148
8.437697e+00 0 2424 1 0.9907148
8.473248e+00 0 2423 1 0.9907148
8.502967e+00 1 2422 0 0.9903058
8.631148e+00 1 2421 0 0.9898967
8.662666e+00 0 2420 1 0.9898967
8.693577e+00 1 2419 0 0.9894875
9.321121e+00 0 2418 1 0.9894875
9.392530e+00 1 2417 0 0.9890781
9.423831e+00 0 2416 1 0.9890781
9.427817e+00 1 2415 0 0.9886686
9.458679e+00 1 2414 0 0.9882590
9.907375e+00 0 2413 1 0.9882590
9.925317e+00 0 2412 1 0.9882590
1.004070e+01 1 2411 0 0.9878491
1.017084e+01 0 2410 1 0.9878491
1.031146e+01 0 2409 1 0.9878491
1.033252e+01 0 2408 1 0.9878491
1.035270e+01 0 2407 1 0.9878491
1.048841e+01 1 2406 0 0.9874386
1.051756e+01 0 2405 1 0.9874386
1.052258e+01 1 2404 0 0.9870278
1.054210e+01 1 2403 0 0.9866171
1.054590e+01 0 2402 1 0.9866171
1.061540e+01 0 2401 1 0.9866171
1.064901e+01 0 2400 1 0.9866171
1.065206e+01 0 2399 1 0.9866171
1.070405e+01 0 2398 1 0.9866171
1.079252e+01 0 2397 1 0.9866171
1.105466e+01 0 2396 1 0.9866171
1.117605e+01 0 2395 1 0.9866171
1.121862e+01 0 2394 1 0.9866171
1.139731e+01 0 2393 1 0.9866171
1.175659e+01 1 2392 0 0.9862046
1.190561e+01 1 2391 0 0.9857921
1.194956e+01 0 2390 1 0.9857921
1.199529e+01 0 2389 1 0.9857921
1.204482e+01 0 2388 1 0.9857921
1.204930e+01 0 2387 1 0.9857921
1.205535e+01 0 2386 1 0.9857921
1.227512e+01 0 2385 1 0.9857921
1.233216e+01 0 2384 1 0.9857921
1.246721e+01 1 2383 0 0.9853784
1.279126e+01 1 2382 0 0.9849648
1.281739e+01 0 2381 1 0.9849648
1.282911e+01 0 2380 1 0.9849648
1.283106e+01 1 2379 0 0.9845507
1.287414e+01 0 2378 1 0.9845507
1.296692e+01 0 2377 1 0.9845507
1.313826e+01 0 2376 1 0.9845507
1.319015e+01 0 2375 1 0.9845507
1.321127e+01 0 2374 1 0.9845507
1.332397e+01 0 2373 1 0.9845507
1.337629e+01 1 2372 0 0.9841357
1.339398e+01 0 2371 1 0.9841357
1.352108e+01 0 2370 1 0.9841357
1.352134e+01 1 2369 0 0.9837203
1.362954e+01 1 2368 0 0.9833048
1.375683e+01 0 2367 1 0.9833048
1.387821e+01 0 2366 1 0.9833048
1.404391e+01 0 2365 1 0.9833048
1.415967e+01 0 2364 1 0.9833048
1.435239e+01 0 2363 1 0.9833048
1.457173e+01 0 2362 1 0.9833048
1.458160e+01 0 2361 1 0.9833048
1.459164e+01 1 2360 0 0.9828882
1.465899e+01 1 2359 0 0.9824715
1.469919e+01 0 2358 1 0.9824715
1.474611e+01 0 2357 1 0.9824715
1.474781e+01 1 2356 0 0.9820545
1.483289e+01 0 2355 1 0.9820545
1.493704e+01 1 2354 0 0.9816373
1.494883e+01 1 2353 0 0.9812201
1.499406e+01 0 2352 1 0.9812201
1.502572e+01 1 2351 0 0.9808028
1.511386e+01 0 2350 1 0.9808028
1.511583e+01 0 2349 1 0.9808028
1.530463e+01 0 2348 1 0.9808028
1.533105e+01 0 2347 1 0.9808028
1.543237e+01 0 2346 1 0.9808028
1.554512e+01 0 2345 1 0.9808028
1.570882e+01 0 2344 1 0.9808028
1.574162e+01 0 2343 1 0.9808028
1.575667e+01 0 2342 1 0.9808028
1.588242e+01 1 2341 0 0.9803838
1.588375e+01 0 2340 1 0.9803838
1.588539e+01 1 2339 0 0.9799647
1.601707e+01 0 2338 1 0.9799647
1.602722e+01 1 2337 0 0.9795453
1.605068e+01 0 2336 1 0.9795453
1.606179e+01 1 2335 0 0.9791258
1.609737e+01 1 2334 0 0.9787063
1.629943e+01 0 2333 1 0.9787063
1.631686e+01 0 2332 1 0.9787063
1.642970e+01 1 2331 0 0.9782865
1.653209e+01 0 2330 1 0.9782865
1.658611e+01 0 2329 1 0.9782865
1.666185e+01 1 2328 0 0.9778662
1.680377e+01 0 2327 1 0.9778662
1.686599e+01 0 2326 1 0.9778662
1.686750e+01 0 2325 1 0.9778662
1.688954e+01 0 2324 1 0.9778662
1.689515e+01 1 2323 0 0.9774453
1.695546e+01 1 2322 0 0.9770243
1.698591e+01 0 2321 1 0.9770243
1.703404e+01 0 2320 1 0.9770243
1.710160e+01 0 2319 1 0.9770243
1.715706e+01 0 2318 1 0.9770243
1.723550e+01 1 2317 0 0.9766027
1.723827e+01 0 2316 1 0.9766027
1.740236e+01 0 2315 1 0.9766027
1.741629e+01 0 2314 1 0.9766027
1.749656e+01 0 2313 1 0.9766027
1.755043e+01 1 2312 0 0.9761803
1.756325e+01 1 2311 0 0.9757578
1.758657e+01 0 2310 1 0.9757578
1.777200e+01 0 2309 1 0.9757578
1.787847e+01 1 2308 0 0.9753351
1.793616e+01 0 2307 1 0.9753351
1.796150e+01 1 2306 0 0.9749121
1.796876e+01 1 2305 0 0.9744892
1.823776e+01 0 2304 1 0.9744892
1.843629e+01 0 2303 1 0.9744892
1.852349e+01 0 2302 1 0.9744892
1.861877e+01 0 2301 1 0.9744892
1.862035e+01 0 2300 1 0.9744892
1.866650e+01 0 2299 1 0.9744892
1.872914e+01 0 2298 1 0.9744892
1.877572e+01 0 2297 1 0.9744892
1.885405e+01 0 2296 1 0.9744892
1.886834e+01 0 2295 1 0.9744892
1.892054e+01 1 2294 0 0.9740644
1.895487e+01 0 2293 1 0.9740644
1.905386e+01 0 2292 1 0.9740644
1.914179e+01 0 2291 1 0.9740644
1.923934e+01 0 2290 1 0.9740644
1.924450e+01 0 2289 1 0.9740644
1.924576e+01 0 2288 1 0.9740644
1.926274e+01 0 2287 1 0.9740644
1.927709e+01 1 2286 0 0.9736383
1.928345e+01 0 2285 1 0.9736383
1.937930e+01 0 2284 1 0.9736383
1.939585e+01 0 2283 1 0.9736383
1.940050e+01 1 2282 0 0.9732116
1.946259e+01 1 2281 0 0.9727849
1.947976e+01 0 2280 1 0.9727849
1.959871e+01 0 2279 1 0.9727849
1.965117e+01 0 2278 1 0.9727849
1.974897e+01 1 2277 0 0.9723577
1.983988e+01 0 2276 1 0.9723577
1.985621e+01 0 2275 1 0.9723577
1.986465e+01 1 2274 0 0.9719301
1.987212e+01 1 2273 0 0.9715025
1.999185e+01 1 2272 0 0.9710749
2.000542e+01 1 2271 0 0.9706473
2.006730e+01 0 2270 1 0.9706473
2.007467e+01 1 2269 0 0.9702195
2.013133e+01 0 2268 1 0.9702195
2.014248e+01 1 2267 0 0.9697916
2.019939e+01 1 2266 0 0.9693636
2.022022e+01 1 2265 0 0.9689356
2.025616e+01 1 2264 0 0.9685076
2.034261e+01 1 2263 0 0.9680797
2.044460e+01 0 2262 1 0.9680797
2.045788e+01 0 2261 1 0.9680797
2.047935e+01 1 2260 0 0.9676513
2.050656e+01 0 2259 1 0.9676513
2.052352e+01 0 2258 1 0.9676513
2.084620e+01 0 2257 1 0.9676513
2.093922e+01 0 2256 1 0.9676513
2.094253e+01 1 2255 0 0.9672222
2.104075e+01 0 2254 1 0.9672222
2.123125e+01 1 2253 0 0.9667929
2.126166e+01 0 2252 1 0.9667929
2.127179e+01 0 2251 1 0.9667929
2.131413e+01 0 2250 1 0.9667929
2.149461e+01 0 2249 1 0.9667929
2.162440e+01 0 2248 1 0.9667929
2.164258e+01 0 2247 1 0.9667929
2.167535e+01 1 2246 0 0.9663624
2.179332e+01 0 2245 1 0.9663624
2.195521e+01 1 2244 0 0.9659318
2.196654e+01 0 2243 1 0.9659318
2.203189e+01 0 2242 1 0.9659318
2.203468e+01 1 2241 0 0.9655008
2.210483e+01 1 2240 0 0.9650698
2.210615e+01 0 2239 1 0.9650698
2.221945e+01 0 2238 1 0.9650698
2.234284e+01 0 2237 1 0.9650698
2.249676e+01 0 2236 1 0.9650698
2.263229e+01 1 2235 0 0.9646380
2.268146e+01 1 2234 0 0.9642062
2.278986e+01 0 2233 1 0.9642062
2.279642e+01 0 2232 1 0.9642062
2.280676e+01 0 2231 1 0.9642062
2.291237e+01 1 2230 0 0.9637738
2.291805e+01 1 2229 0 0.9633414
2.306124e+01 1 2228 0 0.9629090
2.315885e+01 1 2227 0 0.9624766
2.324039e+01 1 2226 0 0.9620443
2.325528e+01 0 2225 1 0.9620443
2.342060e+01 1 2224 0 0.9616117
2.345217e+01 0 2223 1 0.9616117
2.356442e+01 0 2222 1 0.9616117
2.374485e+01 1 2221 0 0.9611787
2.376590e+01 1 2220 0 0.9607458
2.377688e+01 0 2219 1 0.9607458
2.383552e+01 0 2218 1 0.9607458
2.385520e+01 0 2217 1 0.9607458
2.391728e+01 0 2216 1 0.9607458
2.408989e+01 1 2215 0 0.9603120
2.416441e+01 0 2214 1 0.9603120
2.416463e+01 0 2213 1 0.9603120
2.419943e+01 0 2212 1 0.9603120
2.421728e+01 0 2211 1 0.9603120
2.425001e+01 0 2210 1 0.9603120
2.429734e+01 1 2209 0 0.9598773
2.435361e+01 0 2208 1 0.9598773
2.436850e+01 0 2207 1 0.9598773
2.437352e+01 0 2206 1 0.9598773
2.439691e+01 0 2205 1 0.9598773
2.442002e+01 0 2204 1 0.9598773
2.447312e+01 0 2203 1 0.9598773
2.450365e+01 0 2202 1 0.9598773
2.451839e+01 0 2201 1 0.9598773
2.452925e+01 0 2200 1 0.9598773
2.453590e+01 0 2199 1 0.9598773
2.460970e+01 0 2198 1 0.9598773
2.478247e+01 1 2197 0 0.9594404
2.483077e+01 0 2196 1 0.9594404
2.485770e+01 1 2195 0 0.9590033
2.489833e+01 1 2194 0 0.9585662
2.502449e+01 0 2193 1 0.9585662
2.507988e+01 1 2192 0 0.9581289
2.512111e+01 0 2191 1 0.9581289
2.521451e+01 1 2190 0 0.9576914
2.522961e+01 0 2189 1 0.9576914
2.524748e+01 1 2188 0 0.9572537
2.534452e+01 0 2187 1 0.9572537
2.542341e+01 1 2186 0 0.9568158
2.544626e+01 0 2185 1 0.9568158
2.558701e+01 0 2184 1 0.9568158
2.583153e+01 0 2183 1 0.9568158
2.593229e+01 0 2182 1 0.9568158
2.595031e+01 0 2181 1 0.9568158
2.599328e+01 0 2180 1 0.9568158
2.614000e+01 1 2179 0 0.9563767
2.616271e+01 1 2178 0 0.9559376
2.617034e+01 0 2177 1 0.9559376
2.630664e+01 0 2176 1 0.9559376
2.631171e+01 1 2175 0 0.9554980
2.631873e+01 1 2174 0 0.9550585
2.632949e+01 0 2173 1 0.9550585
2.637784e+01 1 2172 0 0.9546188
2.638783e+01 0 2171 1 0.9546188
2.639805e+01 0 2170 1 0.9546188
2.649710e+01 0 2169 1 0.9546188
2.651806e+01 0 2168 1 0.9546188
2.660216e+01 0 2167 1 0.9546188
2.667722e+01 0 2166 1 0.9546188
2.672390e+01 0 2165 1 0.9546188
2.688102e+01 0 2164 1 0.9546188
2.692086e+01 1 2163 0 0.9541775
2.699665e+01 0 2162 1 0.9541775
2.708488e+01 0 2161 1 0.9541775
2.711140e+01 0 2160 1 0.9541775
2.716366e+01 0 2159 1 0.9541775
2.730389e+01 1 2158 0 0.9537353
2.738020e+01 0 2157 1 0.9537353
2.743598e+01 1 2156 0 0.9532930
2.744617e+01 0 2155 1 0.9532930
2.756711e+01 0 2154 1 0.9532930
2.770751e+01 0 2153 1 0.9532930
2.770775e+01 0 2152 1 0.9532930
2.779907e+01 0 2151 1 0.9532930
2.794202e+01 0 2150 1 0.9532930
2.805320e+01 1 2149 0 0.9528494
2.810075e+01 0 2148 1 0.9528494
2.819767e+01 1 2147 0 0.9524056
2.827048e+01 0 2146 1 0.9524056
2.829081e+01 0 2145 1 0.9524056
2.847098e+01 0 2144 1 0.9524056
2.850520e+01 0 2143 1 0.9524056
2.869642e+01 0 2142 1 0.9524056
2.883669e+01 0 2141 1 0.9524056
2.903576e+01 0 2140 1 0.9524056
2.903847e+01 1 2139 0 0.9519603
2.908453e+01 0 2138 1 0.9519603
2.910314e+01 0 2137 1 0.9519603
2.929943e+01 1 2136 0 0.9515146
2.933206e+01 0 2135 1 0.9515146
2.951077e+01 0 2134 1 0.9515146
2.952354e+01 1 2133 0 0.9510685
2.958298e+01 0 2132 1 0.9510685
2.960297e+01 0 2131 1 0.9510685
2.960915e+01 1 2130 0 0.9506220
2.968468e+01 0 2129 1 0.9506220
2.970613e+01 1 2128 0 0.9501753
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3.085790e+02 0 362 1 0.5639567
3.101104e+02 0 361 1 0.5639567
3.108562e+02 0 360 1 0.5639567
3.121979e+02 0 359 1 0.5639567
3.123195e+02 1 358 0 0.5623814
3.138474e+02 0 357 1 0.5623814
3.157334e+02 0 356 1 0.5623814
3.160236e+02 1 355 0 0.5607972
3.178294e+02 0 354 1 0.5607972
3.189564e+02 0 353 1 0.5607972
3.199174e+02 1 352 0 0.5592041
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3.213363e+02 0 350 1 0.5592041
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3.243809e+02 1 347 0 0.5575925
3.243877e+02 0 346 1 0.5575925
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3.257236e+02 0 344 1 0.5575925
3.263396e+02 0 343 1 0.5575925
3.287004e+02 0 342 1 0.5575925
3.303580e+02 1 341 0 0.5559574
3.313065e+02 1 340 0 0.5543222
3.319566e+02 1 339 0 0.5526870
3.327156e+02 0 338 1 0.5526870
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3.373821e+02 0 333 1 0.5526870
3.374444e+02 0 332 1 0.5526870
3.375907e+02 0 331 1 0.5526870
3.378227e+02 1 330 0 0.5510122
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3.389049e+02 0 327 1 0.5510122
3.397576e+02 0 326 1 0.5510122
3.406802e+02 0 325 1 0.5510122
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3.428415e+02 0 322 1 0.5493063
3.446692e+02 0 321 1 0.5493063
3.452184e+02 0 320 1 0.5493063
3.458187e+02 0 319 1 0.5493063
3.475596e+02 0 318 1 0.5493063
3.481311e+02 0 317 1 0.5493063
3.491120e+02 0 316 1 0.5493063
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3.518607e+02 1 313 0 0.5458075
3.523472e+02 0 312 1 0.5458075
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3.624820e+02 0 306 1 0.5422690
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3.642559e+02 0 304 1 0.5422690
3.645689e+02 0 303 1 0.5422690
3.667668e+02 0 302 1 0.5422690
3.669384e+02 1 301 0 0.5404675
3.688423e+02 0 300 1 0.5404675
3.692219e+02 1 299 0 0.5386599
3.708540e+02 0 298 1 0.5386599
3.709746e+02 0 297 1 0.5386599
3.712690e+02 0 296 1 0.5386599
3.724363e+02 1 295 0 0.5368339
3.728675e+02 1 294 0 0.5350080
3.739751e+02 1 293 0 0.5331820
3.751014e+02 1 292 0 0.5313560
3.761251e+02 0 291 1 0.5313560
3.781332e+02 0 290 1 0.5313560
3.781581e+02 0 289 1 0.5313560
3.791566e+02 0 288 1 0.5313560
3.802794e+02 0 287 1 0.5313560
3.817089e+02 1 286 0 0.5294981
3.821986e+02 0 285 1 0.5294981
3.823134e+02 0 284 1 0.5294981
3.843539e+02 0 283 1 0.5294981
3.846729e+02 0 282 1 0.5294981
3.859594e+02 1 281 0 0.5276138
3.876142e+02 0 280 1 0.5276138
3.885933e+02 1 279 0 0.5257227
3.893026e+02 0 278 1 0.5257227
3.901894e+02 0 277 1 0.5257227
3.907073e+02 0 276 1 0.5257227
3.909245e+02 1 275 0 0.5238110
3.923074e+02 1 274 0 0.5218993
3.930584e+02 1 273 0 0.5199876
3.940342e+02 0 272 1 0.5199876
3.942881e+02 0 271 1 0.5199876
3.945219e+02 0 270 1 0.5199876
3.957890e+02 0 269 1 0.5199876
3.966406e+02 1 268 0 0.5180473
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3.984472e+02 0 266 1 0.5161071
3.990691e+02 1 265 0 0.5141595
4.028630e+02 0 264 1 0.5141595
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4.181312e+02 0 256 1 0.5141595
4.205025e+02 0 255 1 0.5141595
4.207906e+02 0 254 1 0.5141595
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4.222399e+02 1 252 0 0.5121192
4.225516e+02 0 251 1 0.5121192
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4.247187e+02 1 248 0 0.5100542
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4.292741e+02 0 244 1 0.5059158
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4.358026e+02 1 241 0 0.5017346
4.399574e+02 0 240 1 0.5017346
4.417639e+02 0 239 1 0.5017346
4.421410e+02 0 238 1 0.5017346
4.428369e+02 1 237 0 0.4996176
4.440641e+02 0 236 1 0.4996176
4.469731e+02 1 235 0 0.4974916
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4.532686e+02 1 233 0 0.4932395
4.574491e+02 0 232 1 0.4932395
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4.604202e+02 0 229 1 0.4932395
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5.613923e+02 1 168 0 0.4520671
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5.668626e+02 0 165 1 0.4493438
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5.788497e+02 1 160 0 0.4465354
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5.963975e+02 1 155 0 0.4380740
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6.307191e+02 1 144 0 0.4264247
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6.957803e+02 1 125 0 0.4139267
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6.981607e+02 1 123 0 0.4105614
7.034519e+02 0 122 1 0.4105614
7.052211e+02 0 121 1 0.4105614
7.110291e+02 0 120 1 0.4105614
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7.163678e+02 0 117 1 0.4105614
7.194182e+02 1 116 0 0.4070221
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7.308687e+02 1 114 0 0.4034517
7.321518e+02 0 113 1 0.4034517
7.365617e+02 0 112 1 0.4034517
7.400154e+02 0 111 1 0.4034517
7.435500e+02 0 110 1 0.4034517
7.502779e+02 0 109 1 0.4034517
7.623778e+02 1 108 0 0.3997160
7.636005e+02 1 107 0 0.3959804
7.722256e+02 1 106 0 0.3922447
7.924074e+02 0 105 1 0.3922447
7.991914e+02 0 104 1 0.3922447
8.014529e+02 1 103 0 0.3884365
8.040510e+02 0 102 1 0.3884365
8.170137e+02 0 101 1 0.3884365
8.183651e+02 0 100 1 0.3884365
8.230601e+02 0 99 1 0.3884365
8.429011e+02 0 98 1 0.3884365
8.505959e+02 1 97 0 0.3844320
8.520279e+02 0 96 1 0.3844320
8.521825e+02 1 95 0 0.3803854
8.561193e+02 0 94 1 0.3803854
8.648321e+02 1 93 0 0.3762952
8.670545e+02 1 92 0 0.3722050
8.897115e+02 0 91 1 0.3722050
8.930694e+02 0 90 1 0.3722050
9.047759e+02 0 89 1 0.3722050
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9.161956e+02 0 87 1 0.3722050
9.221425e+02 0 86 1 0.3722050
9.221725e+02 0 85 1 0.3722050
9.332727e+02 0 84 1 0.3722050
9.345332e+02 0 83 1 0.3722050
9.369506e+02 1 82 0 0.3676659
9.371784e+02 0 81 1 0.3676659
9.480783e+02 1 80 0 0.3630701
9.501871e+02 1 79 0 0.3584743
9.669867e+02 0 78 1 0.3584743
9.718300e+02 0 77 1 0.3584743
9.792410e+02 0 76 1 0.3584743
1.003904e+03 1 75 0 0.3536946
1.007812e+03 1 74 0 0.3489150
1.021187e+03 0 73 1 0.3489150
1.030309e+03 0 72 1 0.3489150
1.050199e+03 1 71 0 0.3440007
1.077115e+03 0 70 1 0.3440007
1.083269e+03 1 69 0 0.3390152
1.087315e+03 0 68 1 0.3390152
1.095136e+03 0 67 1 0.3390152
1.108950e+03 1 66 0 0.3338786
1.110329e+03 1 65 0 0.3287420
1.112761e+03 0 64 1 0.3287420
1.133039e+03 1 63 0 0.3235239
1.136267e+03 0 62 1 0.3235239
1.145772e+03 1 61 0 0.3182202
1.157412e+03 1 60 0 0.3129165
1.168272e+03 0 59 1 0.3129165
1.170067e+03 0 58 1 0.3129165
1.195263e+03 0 57 1 0.3129165
1.203996e+03 0 56 1 0.3129165
1.246127e+03 0 55 1 0.3129165
1.257912e+03 1 54 0 0.3071218
1.283215e+03 0 53 1 0.3071218
1.289509e+03 0 52 1 0.3071218
1.308820e+03 0 51 1 0.3071218
1.334143e+03 0 50 1 0.3071218
1.376064e+03 0 49 1 0.3071218
1.376344e+03 1 48 0 0.3007234
1.409317e+03 0 47 1 0.3007234
1.423690e+03 0 46 1 0.3007234
1.431114e+03 0 45 1 0.3007234
1.433881e+03 0 44 1 0.3007234
1.450149e+03 1 43 0 0.2937298
1.491241e+03 1 42 0 0.2867363
1.560661e+03 1 41 0 0.2797427
1.568349e+03 1 40 0 0.2727491
1.625520e+03 1 39 0 0.2657556
1.705058e+03 0 38 1 0.2657556
1.707800e+03 0 37 1 0.2657556
1.787224e+03 1 36 0 0.2583735
1.811916e+03 0 35 1 0.2583735
1.822493e+03 1 34 0 0.2507742
1.829648e+03 0 33 1 0.2507742
1.911465e+03 1 32 0 0.2429375
1.912768e+03 0 31 1 0.2429375
1.994792e+03 0 30 1 0.2429375
2.051413e+03 0 29 1 0.2429375
2.089405e+03 1 28 0 0.2342612
2.107427e+03 0 27 1 0.2342612
2.127142e+03 1 26 0 0.2252512
2.286257e+03 0 25 1 0.2252512
2.288291e+03 1 24 0 0.2158657
2.462768e+03 0 23 1 0.2158657
2.492264e+03 1 22 0 0.2060536
2.498886e+03 0 21 1 0.2060536
2.548119e+03 0 20 1 0.2060536
2.688648e+03 0 19 1 0.2060536
2.751041e+03 1 18 0 0.1946062
2.855041e+03 0 17 1 0.1946062
2.859535e+03 1 16 0 0.1824433
2.965541e+03 0 15 1 0.1824433
3.145548e+03 0 14 1 0.1824433
3.272633e+03 0 13 1 0.1824433
3.349217e+03 0 12 1 0.1824433
3.400744e+03 0 11 1 0.1824433
3.451722e+03 0 10 1 0.1824433
3.499332e+03 1 9 0 0.1621718
4.108958e+03 0 8 1 0.1621718
4.625612e+03 1 7 0 0.1390044
4.935162e+03 0 6 1 0.1390044
5.402400e+03 0 5 1 0.1390044
8.147855e+03 0 4 1 0.1390044
1.019697e+04 0 3 1 0.1390044
1.209561e+04 1 2 0 0.0695022
4.533297e+04 1 1 0 0.0000000

Gráfica de las funciones de supervivencia

ggsurvplot(km_cohorte,  size = 0.5, #Tamaño de la línea
           linetype = "strata", #Tipo de línea por grupos
           break.time.by = 5000, #Intervalos de tiempo
           palette = c("#984646", "#5A9846", "#469893", "#98467A"), #Paleta de colores
           conf.int = TRUE, #Intervalo de confianza
           title = "Curvas de Supervivencia",  
           xlab = "Tiempo", 
           ylab = "Probabilidad de supervivencia", 
           legend.title = "Estimador K-M"
)

Dado que se maneja una gran cantidad de datos, es díficil notar detalles puntuales para la función de cada cohorte. Haremos graficas individuales que nos ayuden a ver los detalles de mejor manera.

Gráfica de la función de supervivencia estimada para la cohorte 1

ggsurvplot(km_cohorte[1],  size = 0.5, #Tamaño de la línea
           break.time.by = 5000, #Intervalos de tiempo
           palette = c("#984646"), #Paleta de colores
           conf.int = TRUE, #Intervalo de confianza
           title = "Curva de Supervivencia 1",  
           xlab = "Tiempo", 
           ylab = "Probabilidad de supervivencia", 
           legend.title = "Estimador K-M",
           legend.labs = c("Cohorte 1")
)

Podemos observar en nuestra gráfica que la probabilidad de supervivencia de la cohorte 1 va decreciendo de manera muy veloz, es decir, conforme pasan los dias la S(t) es cada vez más baja. De hecho, tiene la probabilidad de supervivencia más baja de todas.

Gráfica de la función de supervivencia estimada para la cohorte 2

ggsurvplot(km_cohorte[2],  size = 0.5, #Tamaño de la línea
           break.time.by = 5000, #Intervalos de tiempo
           palette = c("#5A9846"), #Paleta de colores
           conf.int = TRUE, #Intervalo de confianza
           title = "Curva de Supervivencia 2",  
           xlab = "Tiempo", 
           ylab = "Probabilidad de supervivencia", 
           legend.title = "Estimador K-M",
           legend.labs = c("Cohorte 2")
)

La probabilidad de supervivencia de esta curva también disminuye muy rápido. Sin embargo, gracias a que los días que tomamos en cuenta son más, es posible observar que la supervivencia no es tan baja como en la cohorte anterior. Además la probabilidad se vuelve constante en ciertos intervalos de tiempo y despues vuelve a bajar.

Gráfica de la función de supervivencia estimada para la cohorte 3

ggsurvplot(km_cohorte[3],  size = 0.5, #Tamaño de la línea
           break.time.by = 5000, #Intervalos de tiempo
           palette = c("#469893"), #Paleta de colores
           conf.int = TRUE, #Intervalo de confianza
           title = "Curva de Supervivencia 3",  
           xlab = "Tiempo", 
           ylab = "Probabilidad de supervivencia", 
           legend.title = "Estimador K-M",
           legend.labs = c("Cohorte 3")
)

Esta gráfica tiene un decremento muy similar al de la cohorte 1, pero cuando alcanza los 5000 dias la probabilidad de supervivencia se vuelve constante y ya no es tan cercana a cero como en ese caso.

Gráfica de la función de supervivencia estimada para la cohorte 4

ggsurvplot(km_cohorte[4],  size = 0.5, #Tamaño de la línea
           break.time.by = 5000, #Intervalos de tiempo
           palette = c("#98467A"), #Paleta de colores
           conf.int = TRUE, #Intervalo de confianza
           title = "Curva de Supervivencia 4",  
           xlab = "Tiempo", 
           ylab = "Probabilidad de supervivencia", 
           legend.title = "Estimador K-M",
           legend.labs = c("Cohorte 4")
)

Hablando supervivencia, la cohorte 4 es la que tiene la mayor probabilidad, pues esta no disminuye tan rápidamente como en los casos anteriores. Además apartir de los 12000 días tiene una S(t)>0.05

Resumen estadístico

Estimación de la Varianza var\([\hat{S}(t)]\) y de la Función de Riesgo Acumulada \(\hat{H}(t)\)

Cohorte 1

km_co_1 <- tibble(time = km_c1$time,
                 dk = km_c1$n.event,
                 nk = km_c1$n.risk,
                 St = km_c1$surv,
                 de = km_c1$std.err,
                 varS = (km_c1$std.err)^2)

km_co_1 %>% mutate(Ht = -log(St)) %>% 
      rename("Tiempo" = time, "$d_{k}$" = dk, "$n_k$" = nk, 
             "$\\hat{S}(t)$" = St, "Desv. est." = de, 
             "var$[\\hat{S}(t)]$" = varS, "$\\hat{H}(t)$" = Ht) %>%
      kbl(align = c(rep('c', times = 5))) %>% kable_paper() %>%
      scroll_box(width = "100%", height = "300px")
Tiempo \(d_{k}\) \(n_k\) \(\hat{S}(t)\) Desv. est. var\([\hat{S}(t)]\) \(\hat{H}(t)\)
3.690169e-01 0 2500 1.0000000 0.0000000 0.0000000 0.0000000
5.795144e-01 0 2499 1.0000000 0.0000000 0.0000000 0.0000000
9.065427e-01 1 2498 0.9995997 0.0004004 0.0000002 0.0004004
1.141891e+00 0 2497 0.9995997 0.0004004 0.0000002 0.0004004
1.295593e+00 1 2496 0.9991992 0.0005665 0.0000003 0.0008011
1.307775e+00 0 2495 0.9991992 0.0005665 0.0000003 0.0008011
1.647354e+00 0 2494 0.9991992 0.0005665 0.0000003 0.0008011
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3.790686e+01 1 2021 0.8583040 0.0082533 0.0000681 0.1527969
3.799008e+01 0 2020 0.8583040 0.0082533 0.0000681 0.1527969
3.801531e+01 0 2019 0.8583040 0.0082533 0.0000681 0.1527969
3.823857e+01 1 2018 0.8578787 0.0082682 0.0000684 0.1532926
3.825863e+01 1 2017 0.8574534 0.0082830 0.0000686 0.1537885
3.830273e+01 1 2016 0.8570280 0.0082979 0.0000689 0.1542846
3.834499e+01 0 2015 0.8570280 0.0082979 0.0000689 0.1542846
3.850059e+01 1 2014 0.8566025 0.0083127 0.0000691 0.1547813
3.854262e+01 1 2013 0.8561770 0.0083276 0.0000693 0.1552782
3.855304e+01 1 2012 0.8557514 0.0083424 0.0000696 0.1557753
3.859351e+01 0 2011 0.8557514 0.0083424 0.0000696 0.1557753
3.866803e+01 1 2010 0.8553257 0.0083572 0.0000698 0.1562730
3.869908e+01 1 2009 0.8548999 0.0083720 0.0000701 0.1567708
3.912807e+01 1 2008 0.8544742 0.0083868 0.0000703 0.1572690
3.917008e+01 1 2007 0.8540485 0.0084016 0.0000706 0.1577673
3.918421e+01 1 2006 0.8536227 0.0084164 0.0000708 0.1582660
3.920073e+01 1 2005 0.8531970 0.0084312 0.0000711 0.1587649
3.920672e+01 1 2004 0.8527712 0.0084459 0.0000713 0.1592640
3.931143e+01 0 2003 0.8527712 0.0084459 0.0000713 0.1592640
3.933529e+01 1 2002 0.8523453 0.0084607 0.0000716 0.1597636
3.985112e+01 1 2001 0.8519193 0.0084755 0.0000718 0.1602635
3.989299e+01 1 2000 0.8514933 0.0084902 0.0000721 0.1607636
3.994966e+01 0 1999 0.8514933 0.0084902 0.0000721 0.1607636
4.006236e+01 1 1998 0.8510672 0.0085050 0.0000723 0.1612642
4.008922e+01 1 1997 0.8506410 0.0085197 0.0000726 0.1617651
4.017692e+01 1 1996 0.8502148 0.0085344 0.0000728 0.1622662
4.018543e+01 1 1995 0.8497886 0.0085491 0.0000731 0.1627676
4.030839e+01 1 1994 0.8493625 0.0085638 0.0000733 0.1632692
4.035322e+01 1 1993 0.8489363 0.0085785 0.0000736 0.1637711
4.035835e+01 0 1992 0.8489363 0.0085785 0.0000736 0.1637711
4.046087e+01 1 1991 0.8485099 0.0085932 0.0000738 0.1642735
4.048393e+01 1 1990 0.8480835 0.0086079 0.0000741 0.1647762
4.055914e+01 1 1989 0.8476571 0.0086226 0.0000743 0.1652790
4.058524e+01 1 1988 0.8472308 0.0086373 0.0000746 0.1657822
4.064745e+01 1 1987 0.8468044 0.0086519 0.0000749 0.1662856
4.075290e+01 1 1986 0.8463780 0.0086666 0.0000751 0.1667892
4.091218e+01 1 1985 0.8459516 0.0086812 0.0000754 0.1672931
4.094241e+01 0 1984 0.8459516 0.0086812 0.0000754 0.1672931
4.097230e+01 1 1983 0.8455250 0.0086958 0.0000756 0.1677976
4.101677e+01 1 1982 0.8450984 0.0087105 0.0000759 0.1683022
4.108407e+01 1 1981 0.8446718 0.0087251 0.0000761 0.1688071
4.116003e+01 1 1980 0.8442452 0.0087397 0.0000764 0.1693123
4.122746e+01 1 1979 0.8438186 0.0087543 0.0000766 0.1698178
4.127324e+01 1 1978 0.8433920 0.0087689 0.0000769 0.1703234
4.128239e+01 1 1977 0.8429654 0.0087835 0.0000771 0.1708294
4.128389e+01 0 1976 0.8429654 0.0087835 0.0000771 0.1708294
4.139974e+01 1 1975 0.8425386 0.0087981 0.0000774 0.1713359
4.146575e+01 0 1974 0.8425386 0.0087981 0.0000774 0.1713359
4.147745e+01 1 1973 0.8421115 0.0088127 0.0000777 0.1718428
4.150842e+01 1 1972 0.8416845 0.0088273 0.0000779 0.1723500
4.150888e+01 1 1971 0.8412575 0.0088418 0.0000782 0.1728575
4.151697e+01 1 1970 0.8408304 0.0088564 0.0000784 0.1733653
4.154008e+01 0 1969 0.8408304 0.0088564 0.0000784 0.1733653
4.157214e+01 1 1968 0.8404032 0.0088710 0.0000787 0.1738735
4.159951e+01 1 1967 0.8399759 0.0088855 0.0000790 0.1743821
4.184009e+01 1 1966 0.8395487 0.0089001 0.0000792 0.1748908
4.186369e+01 1 1965 0.8391214 0.0089146 0.0000795 0.1753999
4.190315e+01 1 1964 0.8386942 0.0089292 0.0000797 0.1759092
4.217235e+01 1 1963 0.8382669 0.0089437 0.0000800 0.1764187
4.219054e+01 1 1962 0.8378397 0.0089582 0.0000802 0.1769285
4.220473e+01 1 1961 0.8374124 0.0089727 0.0000805 0.1774386
4.229339e+01 0 1960 0.8374124 0.0089727 0.0000805 0.1774386
4.237065e+01 1 1959 0.8369849 0.0089872 0.0000808 0.1779492
4.237649e+01 1 1958 0.8365575 0.0090018 0.0000810 0.1784601
4.249072e+01 1 1957 0.8361300 0.0090163 0.0000813 0.1789712
4.253478e+01 1 1956 0.8357025 0.0090307 0.0000816 0.1794825
4.258498e+01 0 1955 0.8357025 0.0090307 0.0000816 0.1794825
4.270858e+01 1 1954 0.8352748 0.0090452 0.0000818 0.1799945
4.275936e+01 1 1953 0.8348472 0.0090597 0.0000821 0.1805066
4.282919e+01 1 1952 0.8344195 0.0090742 0.0000823 0.1810190
4.312642e+01 1 1951 0.8339918 0.0090887 0.0000826 0.1815317
4.318026e+01 0 1950 0.8339918 0.0090887 0.0000826 0.1815317
4.319403e+01 1 1949 0.8335639 0.0091032 0.0000829 0.1820449
4.320015e+01 1 1948 0.8331360 0.0091176 0.0000831 0.1825584
4.321017e+01 1 1947 0.8327081 0.0091321 0.0000834 0.1830722
4.323394e+01 1 1946 0.8322802 0.0091465 0.0000837 0.1835862
4.324606e+01 1 1945 0.8318522 0.0091610 0.0000839 0.1841004
4.337750e+01 0 1944 0.8318522 0.0091610 0.0000839 0.1841004
4.341289e+01 1 1943 0.8314241 0.0091754 0.0000842 0.1846152
4.342580e+01 1 1942 0.8309960 0.0091899 0.0000845 0.1851303
4.344446e+01 0 1941 0.8309960 0.0091899 0.0000845 0.1851303
4.348481e+01 0 1940 0.8309960 0.0091899 0.0000845 0.1851303
4.353945e+01 1 1939 0.8305674 0.0092044 0.0000847 0.1856462
4.358717e+01 1 1938 0.8301389 0.0092188 0.0000850 0.1861623
4.363596e+01 1 1937 0.8297103 0.0092333 0.0000853 0.1866787
4.370065e+01 0 1936 0.8297103 0.0092333 0.0000853 0.1866787
4.370547e+01 0 1935 0.8297103 0.0092333 0.0000853 0.1866787
4.370899e+01 1 1934 0.8292813 0.0092477 0.0000855 0.1871959
4.378013e+01 1 1933 0.8288523 0.0092622 0.0000858 0.1877134
4.391324e+01 0 1932 0.8288523 0.0092622 0.0000858 0.1877134
4.397165e+01 1 1931 0.8284230 0.0092767 0.0000861 0.1882314
4.398209e+01 1 1930 0.8279938 0.0092911 0.0000863 0.1887496
4.413174e+01 1 1929 0.8275646 0.0093056 0.0000866 0.1892682
4.416287e+01 1 1928 0.8271353 0.0093201 0.0000869 0.1897870
4.416814e+01 0 1927 0.8271353 0.0093201 0.0000869 0.1897870
4.425922e+01 0 1926 0.8271353 0.0093201 0.0000869 0.1897870
4.431176e+01 1 1925 0.8267056 0.0093345 0.0000871 0.1903066
4.443943e+01 1 1924 0.8262760 0.0093490 0.0000874 0.1908265
4.468720e+01 1 1923 0.8258463 0.0093635 0.0000877 0.1913466
4.481218e+01 0 1922 0.8258463 0.0093635 0.0000877 0.1913466
4.488049e+01 1 1921 0.8254164 0.0093779 0.0000879 0.1918673
4.488588e+01 0 1920 0.8254164 0.0093779 0.0000879 0.1918673
4.499478e+01 1 1919 0.8249862 0.0093924 0.0000882 0.1923886
4.508151e+01 1 1918 0.8245561 0.0094069 0.0000885 0.1929101
4.517904e+01 1 1917 0.8241260 0.0094213 0.0000888 0.1934319
4.519097e+01 1 1916 0.8236959 0.0094358 0.0000890 0.1939539
4.519344e+01 1 1915 0.8232657 0.0094502 0.0000893 0.1944763
4.523463e+01 1 1914 0.8228356 0.0094647 0.0000896 0.1949989
4.538855e+01 1 1913 0.8224055 0.0094791 0.0000899 0.1955217
4.548745e+01 1 1912 0.8219753 0.0094935 0.0000901 0.1960449
4.556745e+01 1 1911 0.8215452 0.0095079 0.0000904 0.1965683
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4.567803e+01 1 1909 0.8211149 0.0095224 0.0000907 0.1970923
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4.578999e+01 1 1907 0.8206843 0.0095368 0.0000910 0.1976168
4.583240e+01 1 1906 0.8202537 0.0095512 0.0000912 0.1981416
4.584814e+01 1 1905 0.8198231 0.0095657 0.0000915 0.1986667
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4.587317e+01 1 1903 0.8193923 0.0095801 0.0000918 0.1991923
4.588158e+01 1 1902 0.8189615 0.0095945 0.0000921 0.1997182
4.594879e+01 1 1901 0.8185307 0.0096089 0.0000923 0.2002444
4.595591e+01 1 1900 0.8180999 0.0096233 0.0000926 0.2007708
4.597614e+01 1 1899 0.8176691 0.0096377 0.0000929 0.2012976
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4.699187e+01 1 1888 0.8146514 0.0097385 0.0000948 0.2049950
4.702293e+01 1 1887 0.8142197 0.0097529 0.0000951 0.2055251
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5.182364e+02 1 194 0.1609002 0.0589176 0.0034713 1.8269710
5.193412e+02 1 193 0.1600665 0.0591462 0.0034983 1.8321658
5.204464e+02 1 192 0.1592328 0.0593763 0.0035255 1.8373878
5.244890e+02 1 191 0.1583992 0.0596079 0.0035531 1.8426371
5.286992e+02 1 190 0.1575655 0.0598410 0.0035809 1.8479142
5.317781e+02 1 189 0.1567318 0.0600757 0.0036091 1.8532192
5.350439e+02 1 188 0.1558981 0.0603120 0.0036375 1.8585526
5.378771e+02 1 187 0.1550644 0.0605498 0.0036663 1.8639145
5.391071e+02 1 186 0.1542308 0.0607893 0.0036953 1.8693054
5.423077e+02 0 185 0.1542308 0.0607893 0.0036953 1.8693054
5.430681e+02 0 184 0.1542308 0.0607893 0.0036953 1.8693054
5.432430e+02 1 183 0.1533880 0.0610358 0.0037254 1.8747848
5.467521e+02 0 182 0.1533880 0.0610358 0.0037254 1.8747848
5.489140e+02 1 181 0.1525405 0.0612867 0.0037561 1.8803250
5.509403e+02 0 180 0.1525405 0.0612867 0.0037561 1.8803250
5.545767e+02 1 179 0.1516883 0.0615422 0.0037874 1.8859273
5.552024e+02 0 178 0.1516883 0.0615422 0.0037874 1.8859273
5.560755e+02 1 177 0.1508313 0.0618025 0.0038195 1.8915930
5.621001e+02 0 176 0.1508313 0.0618025 0.0038195 1.8915930
5.627430e+02 1 175 0.1499694 0.0620676 0.0038524 1.8973237
5.628073e+02 1 174 0.1491076 0.0623347 0.0038856 1.9030874
5.636914e+02 0 173 0.1491076 0.0623347 0.0038856 1.9030874
5.657951e+02 0 172 0.1491076 0.0623347 0.0038856 1.9030874
5.660402e+02 1 171 0.1482356 0.0626100 0.0039200 1.9089525
5.671324e+02 1 170 0.1473636 0.0628873 0.0039548 1.9148522
5.694378e+02 1 169 0.1464916 0.0631667 0.0039900 1.9207870
5.747176e+02 1 168 0.1456197 0.0634483 0.0040257 1.9267571
5.758093e+02 1 167 0.1447477 0.0637319 0.0040618 1.9327631
5.765892e+02 1 166 0.1438757 0.0640177 0.0040983 1.9388055
5.789041e+02 0 165 0.1438757 0.0640177 0.0040983 1.9388055
5.814042e+02 0 164 0.1438757 0.0640177 0.0040983 1.9388055
5.861986e+02 1 163 0.1429930 0.0643128 0.0041361 1.9449593
5.862373e+02 1 162 0.1421104 0.0646102 0.0041745 1.9511513
5.904212e+02 1 161 0.1412277 0.0649099 0.0042133 1.9573818
5.915661e+02 1 160 0.1403450 0.0652120 0.0042526 1.9636515
5.929516e+02 1 159 0.1394623 0.0655165 0.0042924 1.9699606
5.966747e+02 1 158 0.1385797 0.0658234 0.0043327 1.9763099
6.082924e+02 1 157 0.1376970 0.0661328 0.0043735 1.9826997
6.119418e+02 0 156 0.1376970 0.0661328 0.0043735 1.9826997
6.249474e+02 1 155 0.1368086 0.0664488 0.0044154 1.9891722
6.288285e+02 1 154 0.1359203 0.0667674 0.0044579 1.9956869
6.311673e+02 0 153 0.1359203 0.0667674 0.0044579 1.9956869
6.337147e+02 1 152 0.1350261 0.0670929 0.0045015 2.0022875
6.385943e+02 1 151 0.1341318 0.0674211 0.0045456 2.0089321
6.395390e+02 1 150 0.1332376 0.0677521 0.0045903 2.0156211
6.417029e+02 1 149 0.1323434 0.0680859 0.0046357 2.0223551
6.422293e+02 1 148 0.1314492 0.0684226 0.0046817 2.0291348
6.455118e+02 1 147 0.1305550 0.0687623 0.0047283 2.0359608
6.461162e+02 1 146 0.1296608 0.0691049 0.0047755 2.0428336
6.470577e+02 1 145 0.1287666 0.0694506 0.0048234 2.0497541
6.484772e+02 1 144 0.1278724 0.0697993 0.0048719 2.0567227
6.515550e+02 1 143 0.1269781 0.0701512 0.0049212 2.0637403
6.522320e+02 1 142 0.1260839 0.0705063 0.0049711 2.0708075
6.558605e+02 1 141 0.1251897 0.0708646 0.0050218 2.0779249
6.590640e+02 1 140 0.1242955 0.0712263 0.0050732 2.0850934
6.602965e+02 1 139 0.1234013 0.0715913 0.0051253 2.0923137
6.669704e+02 1 138 0.1225071 0.0719598 0.0051782 2.0995864
6.677496e+02 1 137 0.1216129 0.0723317 0.0052319 2.1069125
6.692046e+02 1 136 0.1207187 0.0727073 0.0052863 2.1142926
6.693562e+02 1 135 0.1198244 0.0730864 0.0053416 2.1217276
6.753754e+02 0 134 0.1198244 0.0730864 0.0053416 2.1217276
6.882096e+02 1 133 0.1189235 0.0734751 0.0053986 2.1292748
6.924041e+02 1 132 0.1180226 0.0738675 0.0054564 2.1368794
6.942362e+02 1 131 0.1171216 0.0742640 0.0055151 2.1445422
6.991635e+02 0 130 0.1171216 0.0742640 0.0055151 2.1445422
7.036421e+02 0 129 0.1171216 0.0742640 0.0055151 2.1445422
7.082583e+02 1 128 0.1162066 0.0746770 0.0055767 2.1523854
7.113652e+02 1 127 0.1152916 0.0750942 0.0056391 2.1602906
7.116069e+02 1 126 0.1143766 0.0755158 0.0057026 2.1682588
7.141924e+02 1 125 0.1134616 0.0759418 0.0057672 2.1762909
7.146249e+02 1 124 0.1125466 0.0763722 0.0058327 2.1843882
7.184446e+02 0 123 0.1125466 0.0763722 0.0058327 2.1843882
7.209682e+02 1 122 0.1116241 0.0768144 0.0059005 2.1926187
7.305051e+02 1 121 0.1107015 0.0772614 0.0059693 2.2009175
7.316724e+02 1 120 0.1097790 0.0777133 0.0060394 2.2092857
7.320750e+02 1 119 0.1088565 0.0781701 0.0061106 2.2177246
7.346572e+02 0 118 0.1088565 0.0781701 0.0061106 2.2177246
7.450551e+02 0 117 0.1088565 0.0781701 0.0061106 2.2177246
7.459621e+02 0 116 0.1088565 0.0781701 0.0061106 2.2177246
7.524308e+02 0 115 0.1088565 0.0781701 0.0061106 2.2177246
7.606606e+02 0 114 0.1088565 0.0781701 0.0061106 2.2177246
7.614160e+02 0 113 0.1088565 0.0781701 0.0061106 2.2177246
7.633557e+02 0 112 0.1088565 0.0781701 0.0061106 2.2177246
7.657585e+02 0 111 0.1088565 0.0781701 0.0061106 2.2177246
7.738977e+02 1 110 0.1078669 0.0787018 0.0061940 2.2268571
7.786539e+02 1 109 0.1068773 0.0792396 0.0062789 2.2360737
7.866389e+02 1 108 0.1058877 0.0797838 0.0063655 2.2453761
7.897418e+02 0 107 0.1058877 0.0797838 0.0063655 2.2453761
7.975097e+02 1 106 0.1048888 0.0803449 0.0064553 2.2548549
8.006611e+02 0 105 0.1048888 0.0803449 0.0064553 2.2548549
8.006629e+02 0 104 0.1048888 0.0803449 0.0064553 2.2548549
8.036597e+02 1 103 0.1038704 0.0809351 0.0065505 2.2646110
8.046041e+02 1 102 0.1028521 0.0815325 0.0066476 2.2744633
8.066373e+02 1 101 0.1018338 0.0821375 0.0067466 2.2844137
8.081715e+02 1 100 0.1008154 0.0827501 0.0068476 2.2944640
8.096439e+02 1 99 0.0997971 0.0833705 0.0069506 2.3046164
8.117163e+02 1 98 0.0987787 0.0839991 0.0070558 2.3148729
8.120410e+02 1 97 0.0977604 0.0846359 0.0071632 2.3252357
8.168178e+02 1 96 0.0967421 0.0852812 0.0072729 2.3357070
8.199300e+02 1 95 0.0957237 0.0859352 0.0073849 2.3462891
8.206700e+02 1 94 0.0947054 0.0865982 0.0074993 2.3569843
8.219780e+02 1 93 0.0936871 0.0872704 0.0076161 2.3677953
8.222861e+02 1 92 0.0926687 0.0879521 0.0077356 2.3787243
8.365746e+02 1 91 0.0916504 0.0886435 0.0078577 2.3897742
8.410525e+02 0 90 0.0916504 0.0886435 0.0078577 2.3897742
8.504567e+02 1 89 0.0906206 0.0893608 0.0079854 2.4010737
8.529787e+02 1 88 0.0895908 0.0900887 0.0081160 2.4125024
8.592259e+02 1 87 0.0885610 0.0908275 0.0082496 2.4240632
8.616662e+02 0 86 0.0885610 0.0908275 0.0082496 2.4240632
8.621076e+02 1 85 0.0875191 0.0915952 0.0083897 2.4358977
8.649439e+02 1 84 0.0864773 0.0923749 0.0085331 2.4478739
8.714364e+02 1 83 0.0854354 0.0931668 0.0086800 2.4599953
8.847111e+02 1 82 0.0843935 0.0939713 0.0088306 2.4722653
8.884651e+02 0 81 0.0843935 0.0939713 0.0088306 2.4722653
9.045467e+02 0 80 0.0843935 0.0939713 0.0088306 2.4722653
9.126417e+02 0 79 0.0843935 0.0939713 0.0088306 2.4722653
9.213065e+02 1 78 0.0833115 0.0948531 0.0089971 2.4851688
9.339747e+02 1 77 0.0822295 0.0957496 0.0091680 2.4982408
9.358146e+02 1 76 0.0811476 0.0966614 0.0093434 2.5114861
9.379842e+02 1 75 0.0800656 0.0975889 0.0095236 2.5249091
9.430006e+02 0 74 0.0800656 0.0975889 0.0095236 2.5249091
9.622119e+02 1 73 0.0789688 0.0985589 0.0097139 2.5387024
9.644857e+02 1 72 0.0778720 0.0995464 0.0099095 2.5526886
9.690189e+02 0 71 0.0778720 0.0995464 0.0099095 2.5526886
9.772909e+02 0 70 0.0778720 0.0995464 0.0099095 2.5526886
9.780630e+02 1 69 0.0767434 0.1006112 0.0101226 2.5672874
9.837590e+02 1 68 0.0756149 0.1016961 0.0103421 2.5821025
1.007460e+03 1 67 0.0744863 0.1028019 0.0105682 2.5971404
1.028226e+03 0 66 0.0744863 0.1028019 0.0105682 2.5971404
1.041884e+03 1 65 0.0733403 0.1039645 0.0108086 2.6126446
1.049095e+03 1 64 0.0721944 0.1051506 0.0110566 2.6283930
1.077496e+03 1 63 0.0710484 0.1063610 0.0113127 2.6443933
1.102483e+03 1 62 0.0699025 0.1075968 0.0115771 2.6606538
1.115281e+03 1 61 0.0687566 0.1088590 0.0118503 2.6771831
1.149625e+03 1 60 0.0676106 0.1101489 0.0121328 2.6939902
1.167003e+03 1 59 0.0664647 0.1114675 0.0124250 2.7110847
1.193834e+03 1 58 0.0653187 0.1128162 0.0127275 2.7284764
1.213456e+03 1 57 0.0641728 0.1141962 0.0130408 2.7461760
1.215979e+03 1 56 0.0630268 0.1156090 0.0133654 2.7641945
1.227602e+03 0 55 0.0630268 0.1156090 0.0133654 2.7641945
1.231554e+03 1 54 0.0618597 0.1171104 0.0137148 2.7828866
1.234169e+03 1 53 0.0606925 0.1186495 0.0140777 2.8019348
1.235894e+03 0 52 0.0606925 0.1186495 0.0140777 2.8019348
1.237273e+03 1 51 0.0595025 0.1202907 0.0144699 2.8217374
1.251231e+03 1 50 0.0583124 0.1219755 0.0148780 2.8419402
1.291331e+03 1 49 0.0571224 0.1237060 0.0153032 2.8625594
1.296780e+03 0 48 0.0571224 0.1237060 0.0153032 2.8625594
1.352287e+03 1 47 0.0559070 0.1255616 0.0157657 2.8840656
1.354120e+03 1 46 0.0546916 0.1274708 0.0162488 2.9060446
1.369562e+03 1 45 0.0534763 0.1294367 0.0167539 2.9285174
1.370395e+03 1 44 0.0522609 0.1314626 0.0172824 2.9515069
1.421589e+03 1 43 0.0510455 0.1335519 0.0178361 2.9750374
1.462990e+03 1 42 0.0498302 0.1357086 0.0184168 2.9991350
1.467452e+03 1 41 0.0486148 0.1379369 0.0190266 3.0238276
1.474280e+03 1 40 0.0473994 0.1402413 0.0196676 3.0491454
1.483013e+03 0 39 0.0473994 0.1402413 0.0196676 3.0491454
1.508922e+03 1 38 0.0461521 0.1427545 0.0203789 3.0758136
1.535251e+03 0 37 0.0461521 0.1427545 0.0203789 3.0758136
1.609130e+03 1 36 0.0448701 0.1455077 0.0211725 3.1039845
1.618195e+03 1 35 0.0435881 0.1483672 0.0220128 3.1329721
1.658336e+03 1 34 0.0423061 0.1513410 0.0229041 3.1628250
1.711426e+03 1 33 0.0410241 0.1544379 0.0238511 3.1935967
1.717767e+03 0 32 0.0410241 0.1544379 0.0238511 3.1935967
1.728093e+03 1 31 0.0397007 0.1578808 0.0249263 3.2263865
1.757370e+03 1 30 0.0383773 0.1614799 0.0260758 3.2602881
1.792950e+03 1 29 0.0370540 0.1652492 0.0273073 3.2953794
1.795318e+03 1 28 0.0357306 0.1692042 0.0286300 3.3317470
1.840642e+03 1 27 0.0344073 0.1733625 0.0300545 3.3694873
1.920122e+03 1 26 0.0330839 0.1777442 0.0315930 3.4087081
2.028719e+03 1 25 0.0317606 0.1823724 0.0332597 3.4495301
2.033976e+03 1 24 0.0304372 0.1872733 0.0350713 3.4920897
2.064158e+03 0 23 0.0304372 0.1872733 0.0350713 3.4920897
2.082093e+03 1 22 0.0290537 0.1929657 0.0372358 3.5386097
2.128950e+03 0 21 0.0290537 0.1929657 0.0372358 3.5386097
2.130892e+03 1 20 0.0276010 0.1996681 0.0398674 3.5899030
2.137473e+03 1 19 0.0261483 0.2068606 0.0427913 3.6439702
2.143224e+03 1 18 0.0246956 0.2146143 0.0460593 3.7011286
2.211611e+03 0 17 0.0246956 0.2146143 0.0460593 3.7011286
2.347671e+03 1 16 0.0231522 0.2241115 0.0502260 3.7656671
2.469620e+03 1 15 0.0216087 0.2344949 0.0549879 3.8346600
2.605858e+03 1 14 0.0200652 0.2459317 0.0604824 3.9087680
2.664709e+03 1 13 0.0185217 0.2586361 0.0668926 3.9888107
2.826067e+03 1 12 0.0169783 0.2728890 0.0744684 4.0758221
2.843493e+03 1 11 0.0154348 0.2890663 0.0835593 4.1711322
2.869112e+03 0 10 0.0154348 0.2890663 0.0835593 4.1711322
3.600638e+03 1 9 0.0137198 0.3121669 0.0974482 4.2889153
4.239059e+03 1 8 0.0120048 0.3395664 0.1153053 4.4224467
4.280358e+03 1 7 0.0102898 0.3729810 0.1391149 4.5765974
5.949462e+03 1 6 0.0085749 0.4152688 0.1724482 4.7589189
6.012850e+03 0 5 0.0085749 0.4152688 0.1724482 4.7589189
6.492596e+03 1 4 0.0064312 0.5057485 0.2557815 5.0466010
9.184312e+03 1 3 0.0042874 0.6499601 0.4224482 5.4520661
1.104071e+04 0 2 0.0042874 0.6499601 0.4224482 5.4520661
1.472638e+04 1 1 0.0000000 Inf Inf Inf

Cohorte 2

km_co_2 <- tibble(time = km_c2$time,
                 dk = km_c2$n.event,
                 nk = km_c2$n.risk,
                 St = km_c2$surv,
                 de = km_c2$std.err,
                 varS = (km_c2$std.err)^2)

km_co_2 %>% mutate(Ht = -log(St)) %>% 
      rename("Tiempo" = time, "$d_{k}$" = dk, "$n_k$" = nk, 
             "$\\hat{S}(t)$" = St, "Desv. est." = de, 
             "var$[\\hat{S}(t)]$" = varS, "$\\hat{H}(t)$" = Ht) %>%
      kbl(align = c(rep('c', times = 5))) %>% kable_paper() %>%
      scroll_box(width = "100%", height = "300px")
Tiempo \(d_{k}\) \(n_k\) \(\hat{S}(t)\) Desv. est. var\([\hat{S}(t)]\) \(\hat{H}(t)\)
6.409712e-01 0 2500 1.0000000 0.0000000 0.0000000 0.0000000
7.484865e-01 0 2499 1.0000000 0.0000000 0.0000000 0.0000000
7.757258e-01 0 2498 1.0000000 0.0000000 0.0000000 0.0000000
1.446667e+00 0 2497 1.0000000 0.0000000 0.0000000 0.0000000
1.515842e+00 1 2496 0.9995994 0.0004007 0.0000002 0.0004007
1.531236e+00 1 2495 0.9991987 0.0005668 0.0000003 0.0008016
1.714684e+00 1 2494 0.9987981 0.0006943 0.0000005 0.0012026
1.872458e+00 1 2493 0.9983974 0.0008019 0.0000006 0.0016038
2.870315e+00 1 2492 0.9979968 0.0008968 0.0000008 0.0020052
2.912621e+00 1 2491 0.9975962 0.0009825 0.0000010 0.0024067
2.952751e+00 1 2490 0.9971955 0.0010615 0.0000011 0.0028084
3.039788e+00 0 2489 0.9971955 0.0010615 0.0000011 0.0028084
3.182193e+00 1 2488 0.9967947 0.0011351 0.0000013 0.0032104
3.298805e+00 1 2487 0.9963939 0.0012042 0.0000015 0.0036126
3.698400e+00 0 2486 0.9963939 0.0012042 0.0000015 0.0036126
3.863586e+00 1 2485 0.9959929 0.0012697 0.0000016 0.0040151
3.887407e+00 0 2484 0.9959929 0.0012697 0.0000016 0.0040151
4.047921e+00 0 2483 0.9959929 0.0012697 0.0000016 0.0040151
4.170800e+00 0 2482 0.9959929 0.0012697 0.0000016 0.0040151
4.320374e+00 0 2481 0.9959929 0.0012697 0.0000016 0.0040151
4.397144e+00 1 2480 0.9955913 0.0013322 0.0000018 0.0044184
4.430678e+00 1 2479 0.9951897 0.0013920 0.0000019 0.0048219
4.452058e+00 1 2478 0.9947881 0.0014493 0.0000021 0.0052255
4.650606e+00 0 2477 0.9947881 0.0014493 0.0000021 0.0052255
4.784683e+00 0 2476 0.9947881 0.0014493 0.0000021 0.0052255
4.902393e+00 1 2475 0.9943862 0.0015046 0.0000023 0.0056296
4.923112e+00 0 2474 0.9943862 0.0015046 0.0000023 0.0056296
5.001384e+00 0 2473 0.9943862 0.0015046 0.0000023 0.0056296
5.137251e+00 0 2472 0.9943862 0.0015046 0.0000023 0.0056296
5.142118e+00 1 2471 0.9939838 0.0015581 0.0000024 0.0060344
5.210305e+00 0 2470 0.9939838 0.0015581 0.0000024 0.0060344
5.235121e+00 0 2469 0.9939838 0.0015581 0.0000024 0.0060344
5.282819e+00 0 2468 0.9939838 0.0015581 0.0000024 0.0060344
5.480851e+00 0 2467 0.9939838 0.0015581 0.0000024 0.0060344
5.791292e+00 0 2466 0.9939838 0.0015581 0.0000024 0.0060344
6.072611e+00 0 2465 0.9939838 0.0015581 0.0000024 0.0060344
6.088749e+00 0 2464 0.9939838 0.0015581 0.0000024 0.0060344
6.122353e+00 0 2463 0.9939838 0.0015581 0.0000024 0.0060344
6.366027e+00 0 2462 0.9939838 0.0015581 0.0000024 0.0060344
6.385489e+00 0 2461 0.9939838 0.0015581 0.0000024 0.0060344
6.627544e+00 1 2460 0.9935797 0.0016103 0.0000026 0.0064410
6.926179e+00 0 2459 0.9935797 0.0016103 0.0000026 0.0064410
7.131980e+00 1 2458 0.9931755 0.0016609 0.0000028 0.0068479
7.148287e+00 1 2457 0.9927713 0.0017100 0.0000029 0.0072550
7.168431e+00 1 2456 0.9923670 0.0017579 0.0000031 0.0076622
7.179522e+00 1 2455 0.9919628 0.0018045 0.0000033 0.0080697
7.437811e+00 1 2454 0.9915586 0.0018499 0.0000034 0.0084772
7.472108e+00 0 2453 0.9915586 0.0018499 0.0000034 0.0084772
7.637355e+00 0 2452 0.9915586 0.0018499 0.0000034 0.0084772
7.690471e+00 1 2451 0.9911540 0.0018944 0.0000036 0.0088853
7.732648e+00 1 2450 0.9907495 0.0019379 0.0000038 0.0092936
7.765565e+00 1 2449 0.9903449 0.0019805 0.0000039 0.0097020
7.782107e+00 0 2448 0.9903449 0.0019805 0.0000039 0.0097020
7.824748e+00 0 2447 0.9903449 0.0019805 0.0000039 0.0097020
7.852863e+00 0 2446 0.9903449 0.0019805 0.0000039 0.0097020
7.913647e+00 0 2445 0.9903449 0.0019805 0.0000039 0.0097020
8.161368e+00 1 2444 0.9899397 0.0020223 0.0000041 0.0101112
8.169987e+00 1 2443 0.9895345 0.0020633 0.0000043 0.0105207
8.201345e+00 0 2442 0.9895345 0.0020633 0.0000043 0.0105207
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3.710874e+01 1 2043 0.9264614 0.0057996 0.0000336 0.0763829
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3.751121e+01 0 2036 0.9250983 0.0058615 0.0000344 0.0778553
3.755126e+01 1 2035 0.9246437 0.0058821 0.0000346 0.0783468
3.777875e+01 0 2034 0.9246437 0.0058821 0.0000346 0.0783468
3.784621e+01 1 2033 0.9241889 0.0059026 0.0000348 0.0788388
3.786118e+01 0 2032 0.9241889 0.0059026 0.0000348 0.0788388
3.794228e+01 0 2031 0.9241889 0.0059026 0.0000348 0.0788388
3.795365e+01 0 2030 0.9241889 0.0059026 0.0000348 0.0788388
3.796595e+01 0 2029 0.9241889 0.0059026 0.0000348 0.0788388
3.812274e+01 0 2028 0.9241889 0.0059026 0.0000348 0.0788388
3.816239e+01 1 2027 0.9237329 0.0059232 0.0000351 0.0793323
3.819140e+01 0 2026 0.9237329 0.0059232 0.0000351 0.0793323
3.821589e+01 0 2025 0.9237329 0.0059232 0.0000351 0.0793323
3.832177e+01 1 2024 0.9232766 0.0059438 0.0000353 0.0798265
3.852449e+01 1 2023 0.9228202 0.0059643 0.0000356 0.0803209
3.856351e+01 1 2022 0.9223638 0.0059848 0.0000358 0.0808156
3.869954e+01 1 2021 0.9219074 0.0060053 0.0000361 0.0813105
3.881203e+01 0 2020 0.9219074 0.0060053 0.0000361 0.0813105
3.882048e+01 1 2019 0.9214508 0.0060257 0.0000363 0.0818059
3.882639e+01 0 2018 0.9214508 0.0060257 0.0000363 0.0818059
3.913722e+01 0 2017 0.9214508 0.0060257 0.0000363 0.0818059
3.916971e+01 0 2016 0.9214508 0.0060257 0.0000363 0.0818059
3.926935e+01 1 2015 0.9209935 0.0060461 0.0000366 0.0823023
3.935184e+01 0 2014 0.9209935 0.0060461 0.0000366 0.0823023
3.937228e+01 1 2013 0.9205360 0.0060665 0.0000368 0.0827992
3.940758e+01 1 2012 0.9200784 0.0060868 0.0000370 0.0832964
3.944333e+01 0 2011 0.9200784 0.0060868 0.0000370 0.0832964
3.946270e+01 0 2010 0.9200784 0.0060868 0.0000370 0.0832964
3.948145e+01 0 2009 0.9200784 0.0060868 0.0000370 0.0832964
3.953307e+01 1 2008 0.9196202 0.0061071 0.0000373 0.0837945
3.967663e+01 1 2007 0.9191620 0.0061274 0.0000375 0.0842929
3.970037e+01 1 2006 0.9187038 0.0061477 0.0000378 0.0847915
3.970620e+01 0 2005 0.9187038 0.0061477 0.0000378 0.0847915
3.971472e+01 1 2004 0.9182454 0.0061679 0.0000380 0.0852906
3.974138e+01 1 2003 0.9177869 0.0061881 0.0000383 0.0857900
3.974533e+01 1 2002 0.9173285 0.0062082 0.0000385 0.0862896
3.984283e+01 0 2001 0.9173285 0.0062082 0.0000385 0.0862896
3.986074e+01 0 2000 0.9173285 0.0062082 0.0000385 0.0862896
3.987660e+01 1 1999 0.9168696 0.0062284 0.0000388 0.0867900
3.990628e+01 0 1998 0.9168696 0.0062284 0.0000388 0.0867900
3.991287e+01 0 1997 0.9168696 0.0062284 0.0000388 0.0867900
3.994133e+01 0 1996 0.9168696 0.0062284 0.0000388 0.0867900
4.009194e+01 1 1995 0.9164100 0.0062485 0.0000390 0.0872914
4.010368e+01 1 1994 0.9159504 0.0062686 0.0000393 0.0877930
4.011199e+01 1 1993 0.9154909 0.0062887 0.0000395 0.0882949
4.017331e+01 1 1992 0.9150313 0.0063087 0.0000398 0.0887970
4.020386e+01 1 1991 0.9145717 0.0063287 0.0000401 0.0892994
4.025632e+01 1 1990 0.9141121 0.0063486 0.0000403 0.0898021
4.027889e+01 1 1989 0.9136525 0.0063685 0.0000406 0.0903049
4.034237e+01 0 1988 0.9136525 0.0063685 0.0000406 0.0903049
4.039208e+01 0 1987 0.9136525 0.0063685 0.0000406 0.0903049
4.041628e+01 0 1986 0.9136525 0.0063685 0.0000406 0.0903049
4.048362e+01 0 1985 0.9136525 0.0063685 0.0000406 0.0903049
4.051554e+01 0 1984 0.9136525 0.0063685 0.0000406 0.0903049
4.065397e+01 0 1983 0.9136525 0.0063685 0.0000406 0.0903049
4.073215e+01 1 1982 0.9131916 0.0063885 0.0000408 0.0908096
4.077416e+01 1 1981 0.9127306 0.0064084 0.0000411 0.0913145
4.094280e+01 0 1980 0.9127306 0.0064084 0.0000411 0.0913145
4.098378e+01 0 1979 0.9127306 0.0064084 0.0000411 0.0913145
4.102245e+01 0 1978 0.9127306 0.0064084 0.0000411 0.0913145
4.129874e+01 1 1977 0.9122689 0.0064283 0.0000413 0.0918205
4.133060e+01 0 1976 0.9122689 0.0064283 0.0000413 0.0918205
4.145142e+01 0 1975 0.9122689 0.0064283 0.0000413 0.0918205
4.164350e+01 1 1974 0.9118068 0.0064483 0.0000416 0.0923272
4.175829e+01 1 1973 0.9113446 0.0064682 0.0000418 0.0928342
4.178136e+01 1 1972 0.9108825 0.0064880 0.0000421 0.0933414
4.180660e+01 0 1971 0.9108825 0.0064880 0.0000421 0.0933414
4.181350e+01 0 1970 0.9108825 0.0064880 0.0000421 0.0933414
4.189055e+01 0 1969 0.9108825 0.0064880 0.0000421 0.0933414
4.191366e+01 0 1968 0.9108825 0.0064880 0.0000421 0.0933414
4.201402e+01 1 1967 0.9104194 0.0065079 0.0000424 0.0938499
4.208901e+01 0 1966 0.9104194 0.0065079 0.0000424 0.0938499
4.214846e+01 1 1965 0.9099561 0.0065278 0.0000426 0.0943590
4.222852e+01 1 1964 0.9094928 0.0065476 0.0000429 0.0948682
4.227365e+01 1 1963 0.9090294 0.0065674 0.0000431 0.0953778
4.233900e+01 1 1962 0.9085661 0.0065872 0.0000434 0.0958876
4.255249e+01 1 1961 0.9081028 0.0066069 0.0000437 0.0963977
4.257969e+01 1 1960 0.9076395 0.0066266 0.0000439 0.0969080
4.263206e+01 0 1959 0.9076395 0.0066266 0.0000439 0.0969080
4.270967e+01 0 1958 0.9076395 0.0066266 0.0000439 0.0969080
4.285675e+01 0 1957 0.9076395 0.0066266 0.0000439 0.0969080
4.289521e+01 0 1956 0.9076395 0.0066266 0.0000439 0.0969080
4.297296e+01 0 1955 0.9076395 0.0066266 0.0000439 0.0969080
4.307702e+01 1 1954 0.9071750 0.0066463 0.0000442 0.0974199
4.309748e+01 0 1953 0.9071750 0.0066463 0.0000442 0.0974199
4.324817e+01 0 1952 0.9071750 0.0066463 0.0000442 0.0974199
4.327550e+01 1 1951 0.9067100 0.0066661 0.0000444 0.0979326
4.332112e+01 1 1950 0.9062450 0.0066858 0.0000447 0.0984456
4.334811e+01 0 1949 0.9062450 0.0066858 0.0000447 0.0984456
4.339635e+01 0 1948 0.9062450 0.0066858 0.0000447 0.0984456
4.344111e+01 1 1947 0.9057796 0.0067055 0.0000450 0.0989593
4.351678e+01 1 1946 0.9053141 0.0067252 0.0000452 0.0994733
4.352467e+01 0 1945 0.9053141 0.0067252 0.0000452 0.0994733
4.355071e+01 1 1944 0.9048484 0.0067448 0.0000455 0.0999878
4.355369e+01 1 1943 0.9043827 0.0067644 0.0000458 0.1005027
4.360012e+01 0 1942 0.9043827 0.0067644 0.0000458 0.1005027
4.362049e+01 1 1941 0.9039168 0.0067840 0.0000460 0.1010180
4.374061e+01 1 1940 0.9034508 0.0068036 0.0000463 0.1015336
4.383501e+01 1 1939 0.9029849 0.0068231 0.0000466 0.1020494
4.385092e+01 0 1938 0.9029849 0.0068231 0.0000466 0.1020494
4.387053e+01 1 1937 0.9025187 0.0068426 0.0000468 0.1025658
4.392627e+01 1 1936 0.9020526 0.0068621 0.0000471 0.1030825
4.417319e+01 0 1935 0.9020526 0.0068621 0.0000471 0.1030825
4.418885e+01 1 1934 0.9015861 0.0068816 0.0000474 0.1035997
4.428570e+01 0 1933 0.9015861 0.0068816 0.0000474 0.1035997
4.433984e+01 0 1932 0.9015861 0.0068816 0.0000474 0.1035997
4.434261e+01 1 1931 0.9011192 0.0069010 0.0000476 0.1041177
4.435063e+01 0 1930 0.9011192 0.0069010 0.0000476 0.1041177
4.437216e+01 0 1929 0.9011192 0.0069010 0.0000476 0.1041177
4.439761e+01 1 1928 0.9006518 0.0069205 0.0000479 0.1046365
4.440516e+01 1 1927 0.9001845 0.0069400 0.0000482 0.1051556
4.441154e+01 1 1926 0.8997171 0.0069594 0.0000484 0.1056749
4.443745e+01 0 1925 0.8997171 0.0069594 0.0000484 0.1056749
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6.275061e+02 0 137 0.3186177 0.0512393 0.0026255 1.1437632
6.350507e+02 0 136 0.3186177 0.0512393 0.0026255 1.1437632
6.371566e+02 0 135 0.3186177 0.0512393 0.0026255 1.1437632
6.375088e+02 1 134 0.3162400 0.0517839 0.0026816 1.1512539
6.422000e+02 1 133 0.3138623 0.0523310 0.0027385 1.1588011
6.431848e+02 1 132 0.3114845 0.0528807 0.0027964 1.1664057
6.445227e+02 0 131 0.3114845 0.0528807 0.0027964 1.1664057
6.479612e+02 0 130 0.3114845 0.0528807 0.0027964 1.1664057
6.491147e+02 0 129 0.3114845 0.0528807 0.0027964 1.1664057
6.510005e+02 0 128 0.3114845 0.0528807 0.0027964 1.1664057
6.601769e+02 0 127 0.3114845 0.0528807 0.0027964 1.1664057
6.608762e+02 0 126 0.3114845 0.0528807 0.0027964 1.1664057
6.645131e+02 0 125 0.3114845 0.0528807 0.0027964 1.1664057
6.858721e+02 1 124 0.3089725 0.0534970 0.0028619 1.1745029
6.921329e+02 0 123 0.3089725 0.0534970 0.0028619 1.1745029
6.939118e+02 0 122 0.3089725 0.0534970 0.0028619 1.1745029
6.954088e+02 1 121 0.3064190 0.0541369 0.0029308 1.1828017
6.955172e+02 0 120 0.3064190 0.0541369 0.0029308 1.1828017
7.017084e+02 1 119 0.3038441 0.0547906 0.0030020 1.1912406
7.064836e+02 0 118 0.3038441 0.0547906 0.0030020 1.1912406
7.074624e+02 0 117 0.3038441 0.0547906 0.0030020 1.1912406
7.087603e+02 1 116 0.3012247 0.0554705 0.0030770 1.1998986
7.238127e+02 1 115 0.2986054 0.0561539 0.0031533 1.2086323
7.292921e+02 0 114 0.2986054 0.0561539 0.0031533 1.2086323
7.311705e+02 1 113 0.2959629 0.0568531 0.0032323 1.2175212
7.376783e+02 0 112 0.2959629 0.0568531 0.0032323 1.2175212
7.393054e+02 0 111 0.2959629 0.0568531 0.0032323 1.2175212
7.422133e+02 1 110 0.2932723 0.0575819 0.0033157 1.2266537
7.428327e+02 0 109 0.2932723 0.0575819 0.0033157 1.2266537
7.500676e+02 0 108 0.2932723 0.0575819 0.0033157 1.2266537
7.508263e+02 0 107 0.2932723 0.0575819 0.0033157 1.2266537
7.522863e+02 1 106 0.2905056 0.0583568 0.0034055 1.2361325
7.615529e+02 0 105 0.2905056 0.0583568 0.0034055 1.2361325
7.707722e+02 0 104 0.2905056 0.0583568 0.0034055 1.2361325
7.719160e+02 0 103 0.2905056 0.0583568 0.0034055 1.2361325
7.755432e+02 1 102 0.2876575 0.0591827 0.0035026 1.2459848
7.908984e+02 0 101 0.2876575 0.0591827 0.0035026 1.2459848
7.995267e+02 1 100 0.2847809 0.0600300 0.0036036 1.2560351
8.072874e+02 1 99 0.2819043 0.0608824 0.0037067 1.2661875
8.177783e+02 1 98 0.2790278 0.0617403 0.0038119 1.2764440
8.219227e+02 1 97 0.2761512 0.0626040 0.0039193 1.2868068
8.238787e+02 0 96 0.2761512 0.0626040 0.0039193 1.2868068
8.337632e+02 0 95 0.2761512 0.0626040 0.0039193 1.2868068
8.346733e+02 0 94 0.2761512 0.0626040 0.0039193 1.2868068
8.371187e+02 0 93 0.2761512 0.0626040 0.0039193 1.2868068
8.575667e+02 1 92 0.2731495 0.0635508 0.0040387 1.2977358
8.607833e+02 1 91 0.2701479 0.0645043 0.0041608 1.3087857
8.645171e+02 1 90 0.2671463 0.0654648 0.0042856 1.3199590
8.658521e+02 0 89 0.2671463 0.0654648 0.0042856 1.3199590
8.755970e+02 1 88 0.2641105 0.0664550 0.0044163 1.3313877
8.816355e+02 0 87 0.2641105 0.0664550 0.0044163 1.3313877
8.865794e+02 0 86 0.2641105 0.0664550 0.0044163 1.3313877
8.923388e+02 1 85 0.2610033 0.0675005 0.0045563 1.3432221
8.934662e+02 0 84 0.2610033 0.0675005 0.0045563 1.3432221
9.236301e+02 1 83 0.2578587 0.0685802 0.0047032 1.3553435
9.264005e+02 0 82 0.2578587 0.0685802 0.0047032 1.3553435
9.366698e+02 0 81 0.2578587 0.0685802 0.0047032 1.3553435
9.372302e+02 0 80 0.2578587 0.0685802 0.0047032 1.3553435
9.383273e+02 0 79 0.2578587 0.0685802 0.0047032 1.3553435
9.428434e+02 1 78 0.2545528 0.0697836 0.0048697 1.3682469
9.495115e+02 0 77 0.2545528 0.0697836 0.0048697 1.3682469
9.542699e+02 1 76 0.2512034 0.0710295 0.0050452 1.3814921
9.595377e+02 1 75 0.2478541 0.0722867 0.0052254 1.3949151
9.644394e+02 1 74 0.2445047 0.0735560 0.0054105 1.4085208
9.667802e+02 0 73 0.2445047 0.0735560 0.0054105 1.4085208
9.709387e+02 0 72 0.2445047 0.0735560 0.0054105 1.4085208
9.724108e+02 1 71 0.2410610 0.0749112 0.0056117 1.4227054
9.824719e+02 0 70 0.2410610 0.0749112 0.0056117 1.4227054
9.870153e+02 0 69 0.2410610 0.0749112 0.0056117 1.4227054
1.006141e+03 1 68 0.2375159 0.0763622 0.0058312 1.4375205
1.006580e+03 0 67 0.2375159 0.0763622 0.0058312 1.4375205
1.007688e+03 1 66 0.2339172 0.0778735 0.0060643 1.4527880
1.024319e+03 0 65 0.2339172 0.0778735 0.0060643 1.4527880
1.025550e+03 1 64 0.2302623 0.0794500 0.0063123 1.4685363
1.031919e+03 0 63 0.2302623 0.0794500 0.0063123 1.4685363
1.052791e+03 0 62 0.2302623 0.0794500 0.0063123 1.4685363
1.058581e+03 1 61 0.2264875 0.0811512 0.0065855 1.4850656
1.065106e+03 1 60 0.2227127 0.0828734 0.0068680 1.5018728
1.091384e+03 1 59 0.2189379 0.0846182 0.0071602 1.5189672
1.127075e+03 0 58 0.2189379 0.0846182 0.0071602 1.5189672
1.157460e+03 0 57 0.2189379 0.0846182 0.0071602 1.5189672
1.170333e+03 0 56 0.2189379 0.0846182 0.0071602 1.5189672
1.179085e+03 1 55 0.2149572 0.0865848 0.0074969 1.5373163
1.190463e+03 0 54 0.2149572 0.0865848 0.0074969 1.5373163
1.199262e+03 0 53 0.2149572 0.0865848 0.0074969 1.5373163
1.226490e+03 0 52 0.2149572 0.0865848 0.0074969 1.5373163
1.234661e+03 1 51 0.2107424 0.0888205 0.0078891 1.5571190
1.269994e+03 1 50 0.2065275 0.0910893 0.0082973 1.5773217
1.285971e+03 1 49 0.2023127 0.0933939 0.0087224 1.5979410
1.291583e+03 0 48 0.2023127 0.0933939 0.0087224 1.5979410
1.295741e+03 0 47 0.2023127 0.0933939 0.0087224 1.5979410
1.308035e+03 1 46 0.1979146 0.0959454 0.0092055 1.6199199
1.313592e+03 0 45 0.1979146 0.0959454 0.0092055 1.6199199
1.323251e+03 1 44 0.1934165 0.0986613 0.0097341 1.6429094
1.372409e+03 1 43 0.1889184 0.1014286 0.0102878 1.6664399
1.373185e+03 0 42 0.1889184 0.1014286 0.0102878 1.6664399
1.384044e+03 0 41 0.1889184 0.1014286 0.0102878 1.6664399
1.385298e+03 1 40 0.1841955 0.1045409 0.0109288 1.6917577
1.388225e+03 0 39 0.1841955 0.1045409 0.0109288 1.6917577
1.409712e+03 0 38 0.1841955 0.1045409 0.0109288 1.6917577
1.545948e+03 0 37 0.1841955 0.1045409 0.0109288 1.6917577
1.574960e+03 0 36 0.1841955 0.1045409 0.0109288 1.6917577
1.580800e+03 1 35 0.1789328 0.1084856 0.0117691 1.7207452
1.600230e+03 1 34 0.1736700 0.1125184 0.0126604 1.7505982
1.645733e+03 0 33 0.1736700 0.1125184 0.0126604 1.7505982
1.709904e+03 0 32 0.1736700 0.1125184 0.0126604 1.7505982
1.744453e+03 0 31 0.1736700 0.1125184 0.0126604 1.7505982
1.842659e+03 0 30 0.1736700 0.1125184 0.0126604 1.7505982
1.951921e+03 0 29 0.1736700 0.1125184 0.0126604 1.7505982
2.086175e+03 1 28 0.1674675 0.1182503 0.0139831 1.7869658
2.150789e+03 1 27 0.1612650 0.1241275 0.0154076 1.8247062
2.191017e+03 0 26 0.1612650 0.1241275 0.0154076 1.8247062
2.249901e+03 0 25 0.1612650 0.1241275 0.0154076 1.8247062
2.283558e+03 0 24 0.1612650 0.1241275 0.0154076 1.8247062
2.378556e+03 0 23 0.1612650 0.1241275 0.0154076 1.8247062
2.450563e+03 1 22 0.1539348 0.1325600 0.0175721 1.8712262
2.452385e+03 0 21 0.1539348 0.1325600 0.0175721 1.8712262
2.461076e+03 1 20 0.1462381 0.1421398 0.0202037 1.9225195
2.485461e+03 1 19 0.1385413 0.1520780 0.0231277 1.9765867
2.530833e+03 1 18 0.1308446 0.1624675 0.0263957 2.0337451
2.542785e+03 1 17 0.1231478 0.1734132 0.0300721 2.0943697
2.574075e+03 0 16 0.1231478 0.1734132 0.0300721 2.0943697
2.744506e+03 0 15 0.1231478 0.1734132 0.0300721 2.0943697
2.784579e+03 0 14 0.1231478 0.1734132 0.0300721 2.0943697
2.855191e+03 0 13 0.1231478 0.1734132 0.0300721 2.0943697
2.873566e+03 0 12 0.1231478 0.1734132 0.0300721 2.0943697
3.253221e+03 0 11 0.1231478 0.1734132 0.0300721 2.0943697
3.491274e+03 0 10 0.1231478 0.1734132 0.0300721 2.0943697
3.668583e+03 0 9 0.1231478 0.1734132 0.0300721 2.0943697
3.868901e+03 1 8 0.1077544 0.2189276 0.0479293 2.2279011
4.037810e+03 1 7 0.0923609 0.2678410 0.0717388 2.3820518
4.181253e+03 0 6 0.0923609 0.2678410 0.0717388 2.3820518
4.578894e+03 0 5 0.0923609 0.2678410 0.0717388 2.3820518
7.984076e+03 1 4 0.0692707 0.3937920 0.1550721 2.6697339
8.408216e+03 0 3 0.0692707 0.3937920 0.1550721 2.6697339
3.326805e+04 1 2 0.0346353 0.8093653 0.6550721 3.3628810
3.870793e+04 0 1 0.0346353 0.8093653 0.6550721 3.3628810

Cohorte 3

km_co_3 <- tibble(time = km_c3$time,
                 dk = km_c3$n.event,
                 nk = km_c3$n.risk,
                 St = km_c3$surv,
                 de = km_c3$std.err,
                 varS = (km_c3$std.err)^2)

km_co_3 %>% mutate(Ht = -log(St)) %>% 
      rename("Tiempo" = time, "$d_{k}$" = dk, "$n_k$" = nk, 
             "$\\hat{S}(t)$" = St, "Desv. est." = de, 
             "var$[\\hat{S}(t)]$" = varS, "$\\hat{H}(t)$" = Ht) %>%
      kbl(align = c(rep('c', times = 5))) %>% kable_paper() %>%
      scroll_box(width = "100%", height = "300px")
Tiempo \(d_{k}\) \(n_k\) \(\hat{S}(t)\) Desv. est. var\([\hat{S}(t)]\) \(\hat{H}(t)\)
4.499676e-01 1 2500 0.9996000 0.0004001 0.0000002 0.0004001
4.893251e-01 1 2499 0.9992000 0.0005659 0.0000003 0.0008003
1.267151e+00 0 2498 0.9992000 0.0005659 0.0000003 0.0008003
1.361087e+00 1 2497 0.9987998 0.0006933 0.0000005 0.0012009
1.491767e+00 1 2496 0.9983997 0.0008008 0.0000006 0.0016016
1.592792e+00 0 2495 0.9983997 0.0008008 0.0000006 0.0016016
1.865570e+00 0 2494 0.9983997 0.0008008 0.0000006 0.0016016
2.100665e+00 1 2493 0.9979992 0.0008957 0.0000008 0.0020028
2.108281e+00 0 2492 0.9979992 0.0008957 0.0000008 0.0020028
2.300520e+00 0 2491 0.9979992 0.0008957 0.0000008 0.0020028
2.558983e+00 0 2490 0.9979992 0.0008957 0.0000008 0.0020028
2.586773e+00 0 2489 0.9979992 0.0008957 0.0000008 0.0020028
2.655006e+00 0 2488 0.9979992 0.0008957 0.0000008 0.0020028
2.855326e+00 0 2487 0.9979992 0.0008957 0.0000008 0.0020028
3.457523e+00 0 2486 0.9979992 0.0008957 0.0000008 0.0020028
3.799949e+00 0 2485 0.9979992 0.0008957 0.0000008 0.0020028
4.213542e+00 1 2484 0.9975974 0.0009820 0.0000010 0.0024055
4.487904e+00 0 2483 0.9975974 0.0009820 0.0000010 0.0024055
4.520233e+00 1 2482 0.9971955 0.0010615 0.0000011 0.0028084
4.703456e+00 1 2481 0.9967936 0.0011355 0.0000013 0.0032116
4.723622e+00 0 2480 0.9967936 0.0011355 0.0000013 0.0032116
4.947705e+00 1 2479 0.9963915 0.0012050 0.0000015 0.0036151
5.011003e+00 0 2478 0.9963915 0.0012050 0.0000015 0.0036151
5.054824e+00 1 2477 0.9959892 0.0012709 0.0000016 0.0040189
5.095479e+00 0 2476 0.9959892 0.0012709 0.0000016 0.0040189
5.127874e+00 0 2475 0.9959892 0.0012709 0.0000016 0.0040189
5.196340e+00 0 2474 0.9959892 0.0012709 0.0000016 0.0040189
5.257063e+00 1 2473 0.9955865 0.0013337 0.0000018 0.0044233
5.261035e+00 0 2472 0.9955865 0.0013337 0.0000018 0.0044233
5.354516e+00 0 2471 0.9955865 0.0013337 0.0000018 0.0044233
5.369609e+00 0 2470 0.9955865 0.0013337 0.0000018 0.0044233
5.378882e+00 1 2469 0.9951832 0.0013939 0.0000019 0.0048284
5.534865e+00 1 2468 0.9947800 0.0014516 0.0000021 0.0052337
5.602738e+00 1 2467 0.9943768 0.0015071 0.0000023 0.0056391
5.904548e+00 1 2466 0.9939735 0.0015608 0.0000024 0.0060447
5.906732e+00 0 2465 0.9939735 0.0015608 0.0000024 0.0060447
6.258495e+00 1 2464 0.9935701 0.0016127 0.0000026 0.0064506
6.273690e+00 0 2463 0.9935701 0.0016127 0.0000026 0.0064506
6.423580e+00 0 2462 0.9935701 0.0016127 0.0000026 0.0064506
6.428682e+00 0 2461 0.9935701 0.0016127 0.0000026 0.0064506
6.829567e+00 1 2460 0.9931662 0.0016631 0.0000028 0.0068572
6.870993e+00 0 2459 0.9931662 0.0016631 0.0000028 0.0068572
7.110827e+00 1 2458 0.9927622 0.0017122 0.0000029 0.0072641
7.124551e+00 0 2457 0.9927622 0.0017122 0.0000029 0.0072641
7.181417e+00 1 2456 0.9923580 0.0017600 0.0000031 0.0076714
7.185498e+00 1 2455 0.9919537 0.0018065 0.0000033 0.0080788
7.258638e+00 1 2454 0.9915495 0.0018519 0.0000034 0.0084864
7.304365e+00 1 2453 0.9911453 0.0018963 0.0000036 0.0088941
7.311057e+00 0 2452 0.9911453 0.0018963 0.0000036 0.0088941
7.379339e+00 0 2451 0.9911453 0.0018963 0.0000036 0.0088941
7.502809e+00 0 2450 0.9911453 0.0018963 0.0000036 0.0088941
7.576945e+00 0 2449 0.9911453 0.0018963 0.0000036 0.0088941
7.651497e+00 1 2448 0.9907404 0.0019398 0.0000038 0.0093027
7.953951e+00 0 2447 0.9907404 0.0019398 0.0000038 0.0093027
8.134906e+00 0 2446 0.9907404 0.0019398 0.0000038 0.0093027
8.149619e+00 0 2445 0.9907404 0.0019398 0.0000038 0.0093027
8.187178e+00 1 2444 0.9903350 0.0019825 0.0000039 0.0097120
8.260208e+00 1 2443 0.9899297 0.0020243 0.0000041 0.0101214
8.376313e+00 1 2442 0.9895243 0.0020653 0.0000043 0.0105310
8.493875e+00 1 2441 0.9891189 0.0021056 0.0000044 0.0109407
8.511050e+00 1 2440 0.9887135 0.0021451 0.0000046 0.0113506
8.709119e+00 0 2439 0.9887135 0.0021451 0.0000046 0.0113506
8.719829e+00 1 2438 0.9883080 0.0021840 0.0000048 0.0117609
9.023824e+00 0 2437 0.9883080 0.0021840 0.0000048 0.0117609
9.087610e+00 0 2436 0.9883080 0.0021840 0.0000048 0.0117609
9.182591e+00 0 2435 0.9883080 0.0021840 0.0000048 0.0117609
9.206116e+00 0 2434 0.9883080 0.0021840 0.0000048 0.0117609
9.218842e+00 0 2433 0.9883080 0.0021840 0.0000048 0.0117609
9.426424e+00 0 2432 0.9883080 0.0021840 0.0000048 0.0117609
9.455250e+00 0 2431 0.9883080 0.0021840 0.0000048 0.0117609
9.513121e+00 0 2430 0.9883080 0.0021840 0.0000048 0.0117609
9.518779e+00 1 2429 0.9879011 0.0022225 0.0000049 0.0121727
9.551920e+00 1 2428 0.9874942 0.0022603 0.0000051 0.0125846
9.580806e+00 1 2427 0.9870874 0.0022976 0.0000053 0.0129967
9.877955e+00 0 2426 0.9870874 0.0022976 0.0000053 0.0129967
9.941742e+00 0 2425 0.9870874 0.0022976 0.0000053 0.0129967
1.009299e+01 0 2424 0.9870874 0.0022976 0.0000053 0.0129967
1.016973e+01 0 2423 0.9870874 0.0022976 0.0000053 0.0129967
1.018086e+01 1 2422 0.9866798 0.0023344 0.0000054 0.0134097
1.022229e+01 1 2421 0.9862723 0.0023707 0.0000056 0.0138228
1.023885e+01 0 2420 0.9862723 0.0023707 0.0000056 0.0138228
1.025105e+01 1 2419 0.9858645 0.0024065 0.0000058 0.0142363
1.029742e+01 0 2418 0.9858645 0.0024065 0.0000058 0.0142363
1.040248e+01 0 2417 0.9858645 0.0024065 0.0000058 0.0142363
1.043131e+01 1 2416 0.9854565 0.0024418 0.0000060 0.0146503
1.054269e+01 1 2415 0.9850484 0.0024767 0.0000061 0.0150645
1.058466e+01 1 2414 0.9846404 0.0025111 0.0000063 0.0154788
1.068157e+01 0 2413 0.9846404 0.0025111 0.0000063 0.0154788
1.068290e+01 0 2412 0.9846404 0.0025111 0.0000063 0.0154788
1.075853e+01 1 2411 0.9842320 0.0025452 0.0000065 0.0158937
1.083184e+01 0 2410 0.9842320 0.0025452 0.0000065 0.0158937
1.085159e+01 0 2409 0.9842320 0.0025452 0.0000065 0.0158937
1.091451e+01 0 2408 0.9842320 0.0025452 0.0000065 0.0158937
1.105434e+01 0 2407 0.9842320 0.0025452 0.0000065 0.0158937
1.111893e+01 0 2406 0.9842320 0.0025452 0.0000065 0.0158937
1.122041e+01 0 2405 0.9842320 0.0025452 0.0000065 0.0158937
1.138489e+01 1 2404 0.9838226 0.0025790 0.0000067 0.0163097
1.153204e+01 0 2403 0.9838226 0.0025790 0.0000067 0.0163097
1.155461e+01 1 2402 0.9834130 0.0026124 0.0000068 0.0167261
1.169250e+01 1 2401 0.9830034 0.0026454 0.0000070 0.0171427
1.189608e+01 0 2400 0.9830034 0.0026454 0.0000070 0.0171427
1.193089e+01 0 2399 0.9830034 0.0026454 0.0000070 0.0171427
1.202892e+01 1 2398 0.9825935 0.0026780 0.0000072 0.0175598
1.206479e+01 1 2397 0.9821835 0.0027104 0.0000073 0.0179771
1.213689e+01 0 2396 0.9821835 0.0027104 0.0000073 0.0179771
1.214959e+01 0 2395 0.9821835 0.0027104 0.0000073 0.0179771
1.215450e+01 0 2394 0.9821835 0.0027104 0.0000073 0.0179771
1.228366e+01 1 2393 0.9817731 0.0027424 0.0000075 0.0183951
1.233752e+01 1 2392 0.9813627 0.0027741 0.0000077 0.0188132
1.236221e+01 0 2391 0.9813627 0.0027741 0.0000077 0.0188132
1.241138e+01 0 2390 0.9813627 0.0027741 0.0000077 0.0188132
1.246760e+01 0 2389 0.9813627 0.0027741 0.0000077 0.0188132
1.253394e+01 0 2388 0.9813627 0.0027741 0.0000077 0.0188132
1.280335e+01 1 2387 0.9809515 0.0028056 0.0000079 0.0192322
1.287177e+01 1 2386 0.9805404 0.0028367 0.0000080 0.0196514
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3.660308e+01 0 2065 0.9101091 0.0064637 0.0000418 0.0941908
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3.698881e+01 1 2061 0.9092264 0.0065000 0.0000423 0.0951612
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3.718299e+01 1 2059 0.9083436 0.0065362 0.0000427 0.0961325
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3.765600e+01 0 2053 0.9074600 0.0065724 0.0000432 0.0971057
3.770352e+01 0 2052 0.9074600 0.0065724 0.0000432 0.0971057
3.775706e+01 0 2051 0.9074600 0.0065724 0.0000432 0.0971057
3.791380e+01 0 2050 0.9074600 0.0065724 0.0000432 0.0971057
3.795980e+01 0 2049 0.9074600 0.0065724 0.0000432 0.0971057
3.798168e+01 0 2048 0.9074600 0.0065724 0.0000432 0.0971057
3.806737e+01 0 2047 0.9074600 0.0065724 0.0000432 0.0971057
3.810447e+01 1 2046 0.9070165 0.0065905 0.0000434 0.0975946
3.817178e+01 1 2045 0.9065730 0.0066086 0.0000437 0.0980837
3.823734e+01 1 2044 0.9061295 0.0066267 0.0000439 0.0985731
3.829385e+01 1 2043 0.9056859 0.0066448 0.0000442 0.0990627
3.835948e+01 0 2042 0.9056859 0.0066448 0.0000442 0.0990627
3.847220e+01 1 2041 0.9052422 0.0066628 0.0000444 0.0995528
3.848173e+01 0 2040 0.9052422 0.0066628 0.0000444 0.0995528
3.860041e+01 1 2039 0.9047982 0.0066809 0.0000446 0.1000433
3.860290e+01 0 2038 0.9047982 0.0066809 0.0000446 0.1000433
3.863270e+01 1 2037 0.9043540 0.0066989 0.0000449 0.1005344
3.866930e+01 0 2036 0.9043540 0.0066989 0.0000449 0.1005344
3.867907e+01 0 2035 0.9043540 0.0066989 0.0000449 0.1005344
3.873434e+01 1 2034 0.9039094 0.0067169 0.0000451 0.1010261
3.877918e+01 1 2033 0.9034648 0.0067349 0.0000454 0.1015181
3.882747e+01 0 2032 0.9034648 0.0067349 0.0000454 0.1015181
3.882778e+01 1 2031 0.9030200 0.0067529 0.0000456 0.1020106
3.888745e+01 0 2030 0.9030200 0.0067529 0.0000456 0.1020106
3.890762e+01 0 2029 0.9030200 0.0067529 0.0000456 0.1020106
3.894624e+01 1 2028 0.9025747 0.0067709 0.0000458 0.1025038
3.909449e+01 0 2027 0.9025747 0.0067709 0.0000458 0.1025038
3.916101e+01 1 2026 0.9021292 0.0067889 0.0000461 0.1029975
3.918558e+01 0 2025 0.9021292 0.0067889 0.0000461 0.1029975
3.923134e+01 0 2024 0.9021292 0.0067889 0.0000461 0.1029975
3.924216e+01 0 2023 0.9021292 0.0067889 0.0000461 0.1029975
3.925612e+01 0 2022 0.9021292 0.0067889 0.0000461 0.1029975
3.929344e+01 0 2021 0.9021292 0.0067889 0.0000461 0.1029975
3.930055e+01 0 2020 0.9021292 0.0067889 0.0000461 0.1029975
3.933845e+01 1 2019 0.9016824 0.0068069 0.0000463 0.1034930
3.942632e+01 1 2018 0.9012355 0.0068249 0.0000466 0.1039886
3.945790e+01 0 2017 0.9012355 0.0068249 0.0000466 0.1039886
3.945902e+01 0 2016 0.9012355 0.0068249 0.0000466 0.1039886
3.952813e+01 1 2015 0.9007883 0.0068430 0.0000468 0.1044850
3.952840e+01 1 2014 0.9003410 0.0068610 0.0000471 0.1049817
3.958776e+01 1 2013 0.8998938 0.0068789 0.0000473 0.1054786
3.970268e+01 1 2012 0.8994465 0.0068969 0.0000476 0.1059757
3.978813e+01 0 2011 0.8994465 0.0068969 0.0000476 0.1059757
3.978886e+01 0 2010 0.8994465 0.0068969 0.0000476 0.1059757
3.989506e+01 1 2009 0.8989988 0.0069148 0.0000478 0.1064736
4.004467e+01 1 2008 0.8985511 0.0069327 0.0000481 0.1069717
4.005343e+01 1 2007 0.8981034 0.0069506 0.0000483 0.1074701
4.010635e+01 1 2006 0.8976557 0.0069685 0.0000486 0.1079687
4.014503e+01 1 2005 0.8972080 0.0069863 0.0000488 0.1084676
4.035137e+01 1 2004 0.8967602 0.0070041 0.0000491 0.1089667
4.035852e+01 0 2003 0.8967602 0.0070041 0.0000491 0.1089667
4.037209e+01 0 2002 0.8967602 0.0070041 0.0000491 0.1089667
4.038726e+01 0 2001 0.8967602 0.0070041 0.0000491 0.1089667
4.059338e+01 0 2000 0.8967602 0.0070041 0.0000491 0.1089667
4.064169e+01 1 1999 0.8963116 0.0070220 0.0000493 0.1094671
4.071805e+01 1 1998 0.8958630 0.0070398 0.0000496 0.1099677
4.077397e+01 0 1997 0.8958630 0.0070398 0.0000496 0.1099677
4.077575e+01 0 1996 0.8958630 0.0070398 0.0000496 0.1099677
4.080387e+01 0 1995 0.8958630 0.0070398 0.0000496 0.1099677
4.084200e+01 1 1994 0.8954138 0.0070577 0.0000498 0.1104694
4.086145e+01 0 1993 0.8954138 0.0070577 0.0000498 0.1104694
4.088542e+01 0 1992 0.8954138 0.0070577 0.0000498 0.1104694
4.108504e+01 1 1991 0.8949640 0.0070755 0.0000501 0.1109718
4.114882e+01 1 1990 0.8945143 0.0070933 0.0000503 0.1114744
4.142468e+01 0 1989 0.8945143 0.0070933 0.0000503 0.1114744
4.150117e+01 0 1988 0.8945143 0.0070933 0.0000503 0.1114744
4.150323e+01 1 1987 0.8940641 0.0071112 0.0000506 0.1119778
4.152992e+01 0 1986 0.8940641 0.0071112 0.0000506 0.1119778
4.156571e+01 0 1985 0.8940641 0.0071112 0.0000506 0.1119778
4.162275e+01 0 1984 0.8940641 0.0071112 0.0000506 0.1119778
4.181082e+01 0 1983 0.8940641 0.0071112 0.0000506 0.1119778
4.188312e+01 1 1982 0.8936130 0.0071291 0.0000508 0.1124825
4.193598e+01 0 1981 0.8936130 0.0071291 0.0000508 0.1124825
4.194784e+01 0 1980 0.8936130 0.0071291 0.0000508 0.1124825
4.198577e+01 1 1979 0.8931615 0.0071470 0.0000511 0.1129879
4.199460e+01 0 1978 0.8931615 0.0071470 0.0000511 0.1129879
4.203104e+01 1 1977 0.8927097 0.0071649 0.0000513 0.1134938
4.204604e+01 0 1976 0.8927097 0.0071649 0.0000513 0.1134938
4.206564e+01 1 1975 0.8922577 0.0071827 0.0000516 0.1140003
4.211886e+01 0 1974 0.8922577 0.0071827 0.0000516 0.1140003
4.211950e+01 0 1973 0.8922577 0.0071827 0.0000516 0.1140003
4.220279e+01 1 1972 0.8918052 0.0072006 0.0000518 0.1145075
4.222108e+01 1 1971 0.8913528 0.0072185 0.0000521 0.1150150
4.251125e+01 0 1970 0.8913528 0.0072185 0.0000521 0.1150150
4.252542e+01 0 1969 0.8913528 0.0072185 0.0000521 0.1150150
4.254700e+01 1 1968 0.8908998 0.0072364 0.0000524 0.1155233
4.258569e+01 1 1967 0.8904469 0.0072542 0.0000526 0.1160318
4.265288e+01 0 1966 0.8904469 0.0072542 0.0000526 0.1160318
4.269766e+01 0 1965 0.8904469 0.0072542 0.0000526 0.1160318
4.273637e+01 0 1964 0.8904469 0.0072542 0.0000526 0.1160318
4.278764e+01 0 1963 0.8904469 0.0072542 0.0000526 0.1160318
4.288022e+01 0 1962 0.8904469 0.0072542 0.0000526 0.1160318
4.289479e+01 1 1961 0.8899928 0.0072721 0.0000529 0.1165419
4.290107e+01 0 1960 0.8899928 0.0072721 0.0000529 0.1165419
4.298291e+01 1 1959 0.8895385 0.0072900 0.0000531 0.1170525
4.307870e+01 0 1958 0.8895385 0.0072900 0.0000531 0.1170525
4.317243e+01 1 1957 0.8890840 0.0073079 0.0000534 0.1175636
4.319533e+01 1 1956 0.8886294 0.0073258 0.0000537 0.1180750
4.335823e+01 0 1955 0.8886294 0.0073258 0.0000537 0.1180750
4.341395e+01 0 1954 0.8886294 0.0073258 0.0000537 0.1180750
4.350189e+01 0 1953 0.8886294 0.0073258 0.0000537 0.1180750
4.351040e+01 0 1952 0.8886294 0.0073258 0.0000537 0.1180750
4.351638e+01 0 1951 0.8886294 0.0073258 0.0000537 0.1180750
4.355742e+01 0 1950 0.8886294 0.0073258 0.0000537 0.1180750
4.359363e+01 1 1949 0.8881735 0.0073437 0.0000539 0.1185882
4.372964e+01 0 1948 0.8881735 0.0073437 0.0000539 0.1185882
4.374771e+01 1 1947 0.8877173 0.0073617 0.0000542 0.1191019
4.377104e+01 1 1946 0.8872612 0.0073796 0.0000545 0.1196159
4.383236e+01 1 1945 0.8868050 0.0073975 0.0000547 0.1201302
4.384304e+01 0 1944 0.8868050 0.0073975 0.0000547 0.1201302
4.385982e+01 0 1943 0.8868050 0.0073975 0.0000547 0.1201302
4.397027e+01 1 1942 0.8863483 0.0074154 0.0000550 0.1206453
4.401936e+01 1 1941 0.8858917 0.0074333 0.0000553 0.1211606
4.402160e+01 0 1940 0.8858917 0.0074333 0.0000553 0.1211606
4.404617e+01 0 1939 0.8858917 0.0074333 0.0000553 0.1211606
4.411777e+01 0 1938 0.8858917 0.0074333 0.0000553 0.1211606
4.414699e+01 0 1937 0.8858917 0.0074333 0.0000553 0.1211606
4.434238e+01 1 1936 0.8854341 0.0074512 0.0000555 0.1216772
4.448935e+01 0 1935 0.8854341 0.0074512 0.0000555 0.1216772
4.454308e+01 0 1934 0.8854341 0.0074512 0.0000555 0.1216772
4.463972e+01 1 1933 0.8849760 0.0074692 0.0000558 0.1221947
4.468268e+01 0 1932 0.8849760 0.0074692 0.0000558 0.1221947
4.473521e+01 1 1931 0.8845177 0.0074871 0.0000561 0.1227127
4.497094e+01 0 1930 0.8845177 0.0074871 0.0000561 0.1227127
4.502236e+01 1 1929 0.8840592 0.0075050 0.0000563 0.1232313
4.507479e+01 1 1928 0.8836007 0.0075230 0.0000566 0.1237501
4.516000e+01 0 1927 0.8836007 0.0075230 0.0000566 0.1237501
4.530149e+01 0 1926 0.8836007 0.0075230 0.0000566 0.1237501
4.542837e+01 1 1925 0.8831416 0.0075409 0.0000569 0.1242697
4.552747e+01 1 1924 0.8826826 0.0075588 0.0000571 0.1247896
4.552957e+01 0 1923 0.8826826 0.0075588 0.0000571 0.1247896
4.558902e+01 1 1922 0.8822234 0.0075767 0.0000574 0.1253100
4.572995e+01 1 1921 0.8817641 0.0075945 0.0000577 0.1258307
4.578360e+01 1 1920 0.8813049 0.0076124 0.0000579 0.1263517
4.580643e+01 1 1919 0.8808456 0.0076302 0.0000582 0.1268729
4.589076e+01 1 1918 0.8803864 0.0076480 0.0000585 0.1273944
4.593276e+01 0 1917 0.8803864 0.0076480 0.0000585 0.1273944
4.597758e+01 1 1916 0.8799269 0.0076658 0.0000588 0.1279165
4.601461e+01 0 1915 0.8799269 0.0076658 0.0000588 0.1279165
4.608582e+01 1 1914 0.8794672 0.0076836 0.0000590 0.1284391
4.613026e+01 1 1913 0.8790074 0.0077014 0.0000593 0.1289619
4.615075e+01 1 1912 0.8785477 0.0077191 0.0000596 0.1294851
4.624067e+01 0 1911 0.8785477 0.0077191 0.0000596 0.1294851
4.632188e+01 1 1910 0.8780877 0.0077369 0.0000599 0.1300088
4.632192e+01 0 1909 0.8780877 0.0077369 0.0000599 0.1300088
4.634564e+01 1 1908 0.8776275 0.0077546 0.0000601 0.1305330
4.635220e+01 0 1907 0.8776275 0.0077546 0.0000601 0.1305330
4.643678e+01 0 1906 0.8776275 0.0077546 0.0000601 0.1305330
4.644482e+01 1 1905 0.8771668 0.0077724 0.0000604 0.1310581
4.645685e+01 0 1904 0.8771668 0.0077724 0.0000604 0.1310581
4.646742e+01 1 1903 0.8767059 0.0077901 0.0000607 0.1315837
4.664320e+01 1 1902 0.8762449 0.0078079 0.0000610 0.1321096
4.664797e+01 0 1901 0.8762449 0.0078079 0.0000610 0.1321096
4.675177e+01 1 1900 0.8757837 0.0078256 0.0000612 0.1326361
4.679966e+01 0 1899 0.8757837 0.0078256 0.0000612 0.1326361
4.704364e+01 0 1898 0.8757837 0.0078256 0.0000612 0.1326361
4.705178e+01 0 1897 0.8757837 0.0078256 0.0000612 0.1326361
4.710015e+01 1 1896 0.8753218 0.0078433 0.0000615 0.1331637
4.725734e+01 1 1895 0.8748599 0.0078611 0.0000618 0.1336915
4.729434e+01 0 1894 0.8748599 0.0078611 0.0000618 0.1336915
4.743685e+01 0 1893 0.8748599 0.0078611 0.0000618 0.1336915
4.756472e+01 1 1892 0.8743975 0.0078788 0.0000621 0.1342202
4.777101e+01 1 1891 0.8739351 0.0078966 0.0000624 0.1347491
4.777813e+01 1 1890 0.8734727 0.0079143 0.0000626 0.1352784
4.780683e+01 0 1889 0.8734727 0.0079143 0.0000626 0.1352784
4.806607e+01 1 1888 0.8730101 0.0079320 0.0000629 0.1358082
4.815955e+01 1 1887 0.8725474 0.0079497 0.0000632 0.1363383
4.837738e+01 1 1886 0.8720848 0.0079674 0.0000635 0.1368686
4.839837e+01 1 1885 0.8716221 0.0079850 0.0000638 0.1373993
4.840923e+01 1 1884 0.8711595 0.0080027 0.0000640 0.1379302
4.846545e+01 1 1883 0.8706969 0.0080203 0.0000643 0.1384614
4.851957e+01 0 1882 0.8706969 0.0080203 0.0000643 0.1384614
4.858696e+01 1 1881 0.8702340 0.0080379 0.0000646 0.1389932
4.866730e+01 1 1880 0.8697711 0.0080555 0.0000649 0.1395252
4.868212e+01 0 1879 0.8697711 0.0080555 0.0000649 0.1395252
4.889100e+01 0 1878 0.8697711 0.0080555 0.0000649 0.1395252
4.900779e+01 1 1877 0.8693077 0.0080731 0.0000652 0.1400581
4.907753e+01 1 1876 0.8688443 0.0080907 0.0000655 0.1405913
4.916500e+01 1 1875 0.8683809 0.0081082 0.0000657 0.1411248
4.920480e+01 1 1874 0.8679175 0.0081258 0.0000660 0.1416586
4.928943e+01 0 1873 0.8679175 0.0081258 0.0000660 0.1416586
4.956260e+01 0 1872 0.8679175 0.0081258 0.0000660 0.1416586
4.960834e+01 0 1871 0.8679175 0.0081258 0.0000660 0.1416586
4.964372e+01 1 1870 0.8674534 0.0081434 0.0000663 0.1421935
4.970951e+01 0 1869 0.8674534 0.0081434 0.0000663 0.1421935
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9.388997e+02 1 80 0.1865749 0.0764657 0.0058470 1.6789223
9.403261e+02 0 79 0.1865749 0.0764657 0.0058470 1.6789223
9.480674e+02 0 78 0.1865749 0.0764657 0.0058470 1.6789223
9.487256e+02 0 77 0.1865749 0.0764657 0.0058470 1.6789223
9.546607e+02 1 76 0.1841200 0.0776044 0.0060224 1.6921675
9.555279e+02 0 75 0.1841200 0.0776044 0.0060224 1.6921675
9.560398e+02 0 74 0.1841200 0.0776044 0.0060224 1.6921675
9.560409e+02 1 73 0.1815978 0.0788207 0.0062127 1.7059608
9.566556e+02 0 72 0.1815978 0.0788207 0.0062127 1.7059608
9.740035e+02 0 71 0.1815978 0.0788207 0.0062127 1.7059608
1.007627e+03 1 70 0.1790036 0.0801233 0.0064197 1.7203496
1.010203e+03 1 69 0.1764093 0.0814424 0.0066329 1.7349484
1.030825e+03 1 68 0.1738151 0.0827790 0.0068524 1.7497635
1.040253e+03 1 67 0.1712208 0.0841338 0.0070785 1.7648013
1.110625e+03 1 66 0.1686265 0.0855079 0.0073116 1.7800688
1.116858e+03 1 65 0.1660323 0.0869022 0.0075520 1.7955730
1.127716e+03 0 64 0.1660323 0.0869022 0.0075520 1.7955730
1.128262e+03 0 63 0.1660323 0.0869022 0.0075520 1.7955730
1.146728e+03 1 62 0.1633543 0.0884104 0.0078164 1.8118335
1.157676e+03 1 61 0.1606764 0.0899423 0.0080896 1.8283628
1.157974e+03 1 60 0.1579985 0.0914992 0.0083721 1.8451699
1.162164e+03 1 59 0.1553205 0.0930824 0.0086643 1.8622644
1.170624e+03 0 58 0.1553205 0.0930824 0.0086643 1.8622644
1.186272e+03 0 57 0.1553205 0.0930824 0.0086643 1.8622644
1.201488e+03 1 56 0.1525469 0.0948104 0.0089890 1.8802829
1.231717e+03 1 55 0.1497734 0.0965697 0.0093257 1.8986320
1.232980e+03 1 54 0.1469998 0.0983622 0.0096751 1.9173242
1.234772e+03 0 53 0.1469998 0.0983622 0.0096751 1.9173242
1.264428e+03 1 52 0.1441729 0.1002606 0.0100522 1.9367422
1.304035e+03 1 51 0.1413459 0.1021976 0.0104443 1.9565449
1.321731e+03 1 50 0.1385190 0.1041754 0.0108525 1.9767476
1.325967e+03 0 49 0.1385190 0.1041754 0.0108525 1.9767476
1.326577e+03 0 48 0.1385190 0.1041754 0.0108525 1.9767476
1.333953e+03 1 47 0.1355718 0.1063722 0.0113150 1.9982538
1.343812e+03 1 46 0.1326246 0.1086192 0.0117981 2.0202327
1.344775e+03 1 45 0.1296774 0.1109197 0.0123032 2.0427055
1.347808e+03 1 44 0.1267302 0.1132772 0.0128317 2.0656951
1.353203e+03 0 43 0.1267302 0.1132772 0.0128317 2.0656951
1.389177e+03 1 42 0.1237128 0.1158121 0.0134124 2.0897926
1.402467e+03 0 41 0.1237128 0.1158121 0.0134124 2.0897926
1.426062e+03 0 40 0.1237128 0.1158121 0.0134124 2.0897926
1.487934e+03 0 39 0.1237128 0.1158121 0.0134124 2.0897926
1.489201e+03 1 38 0.1204572 0.1188431 0.0141237 2.1164609
1.493117e+03 1 37 0.1172016 0.1219608 0.0148744 2.1438598
1.538058e+03 1 36 0.1139460 0.1251722 0.0156681 2.1720307
1.582243e+03 0 35 0.1139460 0.1251722 0.0156681 2.1720307
1.628913e+03 1 34 0.1105946 0.1286831 0.0165594 2.2018837
1.676694e+03 0 33 0.1105946 0.1286831 0.0165594 2.2018837
1.705551e+03 1 32 0.1071386 0.1325421 0.0175674 2.2336324
1.770061e+03 1 31 0.1036825 0.1365382 0.0186427 2.2664222
1.834427e+03 0 30 0.1036825 0.1365382 0.0186427 2.2664222
1.847837e+03 1 29 0.1001072 0.1409759 0.0198742 2.3015135
1.854605e+03 0 28 0.1001072 0.1409759 0.0198742 2.3015135
1.861863e+03 0 27 0.1001072 0.1409759 0.0198742 2.3015135
1.889988e+03 0 26 0.1001072 0.1409759 0.0198742 2.3015135
1.934087e+03 0 25 0.1001072 0.1409759 0.0198742 2.3015135
1.948069e+03 1 24 0.0959361 0.1472610 0.0216858 2.3440731
1.952379e+03 1 23 0.0917649 0.1538249 0.0236621 2.3885249
2.115046e+03 1 22 0.0875938 0.1607065 0.0258266 2.4350449
2.172666e+03 0 21 0.0875938 0.1607065 0.0258266 2.4350449
2.309874e+03 0 20 0.0875938 0.1607065 0.0258266 2.4350449
2.348118e+03 0 19 0.0875938 0.1607065 0.0258266 2.4350449
2.570986e+03 0 18 0.0875938 0.1607065 0.0258266 2.4350449
2.607148e+03 1 17 0.0824412 0.1717646 0.0295031 2.4956695
2.621084e+03 0 16 0.0824412 0.1717646 0.0295031 2.4956695
2.630845e+03 1 15 0.0769452 0.1851080 0.0342650 2.5646624
2.643883e+03 1 14 0.0714491 0.1993978 0.0397595 2.6387704
2.735940e+03 0 13 0.0714491 0.1993978 0.0397595 2.6387704
2.753875e+03 0 12 0.0714491 0.1993978 0.0397595 2.6387704
2.898635e+03 0 11 0.0714491 0.1993978 0.0397595 2.6387704
3.225738e+03 1 10 0.0643042 0.2255451 0.0508706 2.7441309
3.351614e+03 0 9 0.0643042 0.2255451 0.0508706 2.7441309
3.375348e+03 0 8 0.0643042 0.2255451 0.0508706 2.7441309
3.436608e+03 1 7 0.0551179 0.2732766 0.0746801 2.8982816
3.473439e+03 0 6 0.0551179 0.2732766 0.0746801 2.8982816
3.732537e+03 1 5 0.0440943 0.3531007 0.1246801 3.1214251
4.291068e+03 1 4 0.0330707 0.4560849 0.2080134 3.4091072
4.680336e+03 1 3 0.0220471 0.6121112 0.3746801 3.8145723
5.059266e+03 0 2 0.0220471 0.6121112 0.3746801 3.8145723
1.681825e+04 0 1 0.0220471 0.6121112 0.3746801 3.8145723

Cohorte 4

km_co_4 <- tibble(time = km_c4$time,
                 dk = km_c4$n.event,
                 nk = km_c4$n.risk,
                 St = km_c4$surv,
                 de = km_c4$std.err,
                 varS = (km_c4$std.err)^2)

km_co_4 %>% mutate(Ht = -log(St)) %>% 
      rename("Tiempo" = time, "$d_{k}$" = dk, "$n_k$" = nk, 
             "$\\hat{S}(t)$" = St, "Desv. est." = de, 
             "var$[\\hat{S}(t)]$" = varS, "$\\hat{H}(t)$" = Ht) %>%
      kbl(align = c(rep('c', times = 5))) %>% kable_paper() %>%
      scroll_box(width = "100%", height = "300px")
Tiempo \(d_{k}\) \(n_k\) \(\hat{S}(t)\) Desv. est. var\([\hat{S}(t)]\) \(\hat{H}(t)\)
4.975903e-01 0 2500 1.0000000 0.0000000 0.0000000 0.0000000
6.835932e-01 0 2499 1.0000000 0.0000000 0.0000000 0.0000000
8.999443e-01 1 2498 0.9995997 0.0004004 0.0000002 0.0004004
1.010450e+00 1 2497 0.9991994 0.0005664 0.0000003 0.0008010
1.102472e+00 0 2496 0.9991994 0.0005664 0.0000003 0.0008010
1.864346e+00 0 2495 0.9991994 0.0005664 0.0000003 0.0008010
1.970008e+00 0 2494 0.9991994 0.0005664 0.0000003 0.0008010
2.103711e+00 0 2493 0.9991994 0.0005664 0.0000003 0.0008010
2.165850e+00 0 2492 0.9991994 0.0005664 0.0000003 0.0008010
2.321450e+00 0 2491 0.9991994 0.0005664 0.0000003 0.0008010
2.558990e+00 1 2490 0.9987981 0.0006944 0.0000005 0.0012026
2.607008e+00 0 2489 0.9987981 0.0006944 0.0000005 0.0012026
2.743672e+00 1 2488 0.9983966 0.0008023 0.0000006 0.0016047
2.764798e+00 0 2487 0.9983966 0.0008023 0.0000006 0.0016047
2.897829e+00 0 2486 0.9983966 0.0008023 0.0000006 0.0016047
3.181254e+00 0 2485 0.9983966 0.0008023 0.0000006 0.0016047
3.241599e+00 1 2484 0.9979947 0.0008977 0.0000008 0.0020073
3.316907e+00 1 2483 0.9975928 0.0009839 0.0000010 0.0024101
3.378788e+00 0 2482 0.9975928 0.0009839 0.0000010 0.0024101
3.412933e+00 0 2481 0.9975928 0.0009839 0.0000010 0.0024101
3.465393e+00 1 2480 0.9971905 0.0010634 0.0000011 0.0028134
3.560675e+00 1 2479 0.9967883 0.0011374 0.0000013 0.0032169
3.657237e+00 1 2478 0.9963860 0.0012069 0.0000015 0.0036205
3.822415e+00 0 2477 0.9963860 0.0012069 0.0000015 0.0036205
3.873558e+00 1 2476 0.9959836 0.0012727 0.0000016 0.0040245
3.890798e+00 0 2475 0.9959836 0.0012727 0.0000016 0.0040245
3.894556e+00 0 2474 0.9959836 0.0012727 0.0000016 0.0040245
3.961640e+00 0 2473 0.9959836 0.0012727 0.0000016 0.0040245
4.023542e+00 0 2472 0.9959836 0.0012727 0.0000016 0.0040245
4.105511e+00 1 2471 0.9955805 0.0013355 0.0000018 0.0044293
4.345851e+00 1 2470 0.9951774 0.0013955 0.0000019 0.0048342
4.505865e+00 0 2469 0.9951774 0.0013955 0.0000019 0.0048342
4.582857e+00 1 2468 0.9947742 0.0014532 0.0000021 0.0052395
4.633820e+00 0 2467 0.9947742 0.0014532 0.0000021 0.0052395
4.688416e+00 0 2466 0.9947742 0.0014532 0.0000021 0.0052395
4.793259e+00 0 2465 0.9947742 0.0014532 0.0000021 0.0052395
4.980951e+00 0 2464 0.9947742 0.0014532 0.0000021 0.0052395
5.114090e+00 0 2463 0.9947742 0.0014532 0.0000021 0.0052395
5.152598e+00 1 2462 0.9943702 0.0015089 0.0000023 0.0056457
5.240584e+00 0 2461 0.9943702 0.0015089 0.0000023 0.0056457
5.268201e+00 0 2460 0.9943702 0.0015089 0.0000023 0.0056457
5.414692e+00 0 2459 0.9943702 0.0015089 0.0000023 0.0056457
5.426101e+00 1 2458 0.9939656 0.0015628 0.0000024 0.0060527
5.792928e+00 0 2457 0.9939656 0.0015628 0.0000024 0.0060527
5.935386e+00 0 2456 0.9939656 0.0015628 0.0000024 0.0060527
5.944991e+00 1 2455 0.9935607 0.0016150 0.0000026 0.0064601
5.980026e+00 0 2454 0.9935607 0.0016150 0.0000026 0.0064601
5.990936e+00 0 2453 0.9935607 0.0016150 0.0000026 0.0064601
6.104591e+00 0 2452 0.9935607 0.0016150 0.0000026 0.0064601
6.211383e+00 1 2451 0.9931554 0.0016658 0.0000028 0.0068682
6.278398e+00 0 2450 0.9931554 0.0016658 0.0000028 0.0068682
6.288754e+00 0 2449 0.9931554 0.0016658 0.0000028 0.0068682
6.309197e+00 1 2448 0.9927497 0.0017152 0.0000029 0.0072767
6.367925e+00 1 2447 0.9923440 0.0017632 0.0000031 0.0076855
6.407507e+00 0 2446 0.9923440 0.0017632 0.0000031 0.0076855
6.411130e+00 0 2445 0.9923440 0.0017632 0.0000031 0.0076855
6.664532e+00 0 2444 0.9923440 0.0017632 0.0000031 0.0076855
6.680900e+00 0 2443 0.9923440 0.0017632 0.0000031 0.0076855
6.749897e+00 0 2442 0.9923440 0.0017632 0.0000031 0.0076855
7.088859e+00 0 2441 0.9923440 0.0017632 0.0000031 0.0076855
7.151088e+00 0 2440 0.9923440 0.0017632 0.0000031 0.0076855
7.322645e+00 1 2439 0.9919371 0.0018103 0.0000033 0.0080956
7.356722e+00 0 2438 0.9919371 0.0018103 0.0000033 0.0080956
7.382540e+00 1 2437 0.9915301 0.0018562 0.0000034 0.0085060
7.386772e+00 0 2436 0.9915301 0.0018562 0.0000034 0.0085060
7.424573e+00 0 2435 0.9915301 0.0018562 0.0000034 0.0085060
7.741048e+00 0 2434 0.9915301 0.0018562 0.0000034 0.0085060
7.798888e+00 1 2433 0.9911225 0.0019012 0.0000036 0.0089171
7.935484e+00 0 2432 0.9911225 0.0019012 0.0000036 0.0089171
7.943254e+00 1 2431 0.9907148 0.0019452 0.0000038 0.0093285
8.006052e+00 0 2430 0.9907148 0.0019452 0.0000038 0.0093285
8.125941e+00 0 2429 0.9907148 0.0019452 0.0000038 0.0093285
8.129466e+00 0 2428 0.9907148 0.0019452 0.0000038 0.0093285
8.247658e+00 0 2427 0.9907148 0.0019452 0.0000038 0.0093285
8.291783e+00 0 2426 0.9907148 0.0019452 0.0000038 0.0093285
8.330600e+00 0 2425 0.9907148 0.0019452 0.0000038 0.0093285
8.437697e+00 0 2424 0.9907148 0.0019452 0.0000038 0.0093285
8.473248e+00 0 2423 0.9907148 0.0019452 0.0000038 0.0093285
8.502967e+00 1 2422 0.9903058 0.0019886 0.0000040 0.0097415
8.631148e+00 1 2421 0.9898967 0.0020310 0.0000041 0.0101546
8.662666e+00 0 2420 0.9898967 0.0020310 0.0000041 0.0101546
8.693577e+00 1 2419 0.9894875 0.0020727 0.0000043 0.0105681
9.321121e+00 0 2418 0.9894875 0.0020727 0.0000043 0.0105681
9.392530e+00 1 2417 0.9890781 0.0021136 0.0000045 0.0109819
9.423831e+00 0 2416 0.9890781 0.0021136 0.0000045 0.0109819
9.427817e+00 1 2415 0.9886686 0.0021538 0.0000046 0.0113961
9.458679e+00 1 2414 0.9882590 0.0021933 0.0000048 0.0118104
9.907375e+00 0 2413 0.9882590 0.0021933 0.0000048 0.0118104
9.925317e+00 0 2412 0.9882590 0.0021933 0.0000048 0.0118104
1.004070e+01 1 2411 0.9878491 0.0022322 0.0000050 0.0122253
1.017084e+01 0 2410 0.9878491 0.0022322 0.0000050 0.0122253
1.031146e+01 0 2409 0.9878491 0.0022322 0.0000050 0.0122253
1.033252e+01 0 2408 0.9878491 0.0022322 0.0000050 0.0122253
1.035270e+01 0 2407 0.9878491 0.0022322 0.0000050 0.0122253
1.048841e+01 1 2406 0.9874386 0.0022705 0.0000052 0.0126410
1.051756e+01 0 2405 0.9874386 0.0022705 0.0000052 0.0126410
1.052258e+01 1 2404 0.9870278 0.0023083 0.0000053 0.0130571
1.054210e+01 1 2403 0.9866171 0.0023456 0.0000055 0.0134733
1.054590e+01 0 2402 0.9866171 0.0023456 0.0000055 0.0134733
1.061540e+01 0 2401 0.9866171 0.0023456 0.0000055 0.0134733
1.064901e+01 0 2400 0.9866171 0.0023456 0.0000055 0.0134733
1.065206e+01 0 2399 0.9866171 0.0023456 0.0000055 0.0134733
1.070405e+01 0 2398 0.9866171 0.0023456 0.0000055 0.0134733
1.079252e+01 0 2397 0.9866171 0.0023456 0.0000055 0.0134733
1.105466e+01 0 2396 0.9866171 0.0023456 0.0000055 0.0134733
1.117605e+01 0 2395 0.9866171 0.0023456 0.0000055 0.0134733
1.121862e+01 0 2394 0.9866171 0.0023456 0.0000055 0.0134733
1.139731e+01 0 2393 0.9866171 0.0023456 0.0000055 0.0134733
1.175659e+01 1 2392 0.9862046 0.0023826 0.0000057 0.0138914
1.190561e+01 1 2391 0.9857921 0.0024190 0.0000059 0.0143098
1.194956e+01 0 2390 0.9857921 0.0024190 0.0000059 0.0143098
1.199529e+01 0 2389 0.9857921 0.0024190 0.0000059 0.0143098
1.204482e+01 0 2388 0.9857921 0.0024190 0.0000059 0.0143098
1.204930e+01 0 2387 0.9857921 0.0024190 0.0000059 0.0143098
1.205535e+01 0 2386 0.9857921 0.0024190 0.0000059 0.0143098
1.227512e+01 0 2385 0.9857921 0.0024190 0.0000059 0.0143098
1.233216e+01 0 2384 0.9857921 0.0024190 0.0000059 0.0143098
1.246721e+01 1 2383 0.9853784 0.0024551 0.0000060 0.0147295
1.279126e+01 1 2382 0.9849648 0.0024908 0.0000062 0.0151494
1.281739e+01 0 2381 0.9849648 0.0024908 0.0000062 0.0151494
1.282911e+01 0 2380 0.9849648 0.0024908 0.0000062 0.0151494
1.283106e+01 1 2379 0.9845507 0.0025260 0.0000064 0.0155698
1.287414e+01 0 2378 0.9845507 0.0025260 0.0000064 0.0155698
1.296692e+01 0 2377 0.9845507 0.0025260 0.0000064 0.0155698
1.313826e+01 0 2376 0.9845507 0.0025260 0.0000064 0.0155698
1.319015e+01 0 2375 0.9845507 0.0025260 0.0000064 0.0155698
1.321127e+01 0 2374 0.9845507 0.0025260 0.0000064 0.0155698
1.332397e+01 0 2373 0.9845507 0.0025260 0.0000064 0.0155698
1.337629e+01 1 2372 0.9841357 0.0025610 0.0000066 0.0159915
1.339398e+01 0 2371 0.9841357 0.0025610 0.0000066 0.0159915
1.352108e+01 0 2370 0.9841357 0.0025610 0.0000066 0.0159915
1.352134e+01 1 2369 0.9837203 0.0025956 0.0000067 0.0164137
1.362954e+01 1 2368 0.9833048 0.0026297 0.0000069 0.0168361
1.375683e+01 0 2367 0.9833048 0.0026297 0.0000069 0.0168361
1.387821e+01 0 2366 0.9833048 0.0026297 0.0000069 0.0168361
1.404391e+01 0 2365 0.9833048 0.0026297 0.0000069 0.0168361
1.415967e+01 0 2364 0.9833048 0.0026297 0.0000069 0.0168361
1.435239e+01 0 2363 0.9833048 0.0026297 0.0000069 0.0168361
1.457173e+01 0 2362 0.9833048 0.0026297 0.0000069 0.0168361
1.458160e+01 0 2361 0.9833048 0.0026297 0.0000069 0.0168361
1.459164e+01 1 2360 0.9828882 0.0026636 0.0000071 0.0172599
1.465899e+01 1 2359 0.9824715 0.0026972 0.0000073 0.0176839
1.469919e+01 0 2358 0.9824715 0.0026972 0.0000073 0.0176839
1.474611e+01 0 2357 0.9824715 0.0026972 0.0000073 0.0176839
1.474781e+01 1 2356 0.9820545 0.0027304 0.0000075 0.0181085
1.483289e+01 0 2355 0.9820545 0.0027304 0.0000075 0.0181085
1.493704e+01 1 2354 0.9816373 0.0027632 0.0000076 0.0185334
1.494883e+01 1 2353 0.9812201 0.0027957 0.0000078 0.0189584
1.499406e+01 0 2352 0.9812201 0.0027957 0.0000078 0.0189584
1.502572e+01 1 2351 0.9808028 0.0028279 0.0000080 0.0193839
1.511386e+01 0 2350 0.9808028 0.0028279 0.0000080 0.0193839
1.511583e+01 0 2349 0.9808028 0.0028279 0.0000080 0.0193839
1.530463e+01 0 2348 0.9808028 0.0028279 0.0000080 0.0193839
1.533105e+01 0 2347 0.9808028 0.0028279 0.0000080 0.0193839
1.543237e+01 0 2346 0.9808028 0.0028279 0.0000080 0.0193839
1.554512e+01 0 2345 0.9808028 0.0028279 0.0000080 0.0193839
1.570882e+01 0 2344 0.9808028 0.0028279 0.0000080 0.0193839
1.574162e+01 0 2343 0.9808028 0.0028279 0.0000080 0.0193839
1.575667e+01 0 2342 0.9808028 0.0028279 0.0000080 0.0193839
1.588242e+01 1 2341 0.9803838 0.0028600 0.0000082 0.0198111
1.588375e+01 0 2340 0.9803838 0.0028600 0.0000082 0.0198111
1.588539e+01 1 2339 0.9799647 0.0028918 0.0000084 0.0202388
1.601707e+01 0 2338 0.9799647 0.0028918 0.0000084 0.0202388
1.602722e+01 1 2337 0.9795453 0.0029233 0.0000085 0.0206668
1.605068e+01 0 2336 0.9795453 0.0029233 0.0000085 0.0206668
1.606179e+01 1 2335 0.9791258 0.0029545 0.0000087 0.0210951
1.609737e+01 1 2334 0.9787063 0.0029854 0.0000089 0.0215237
1.629943e+01 0 2333 0.9787063 0.0029854 0.0000089 0.0215237
1.631686e+01 0 2332 0.9787063 0.0029854 0.0000089 0.0215237
1.642970e+01 1 2331 0.9782865 0.0030161 0.0000091 0.0219527
1.653209e+01 0 2330 0.9782865 0.0030161 0.0000091 0.0219527
1.658611e+01 0 2329 0.9782865 0.0030161 0.0000091 0.0219527
1.666185e+01 1 2328 0.9778662 0.0030466 0.0000093 0.0223824
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3.321473e+01 0 2070 0.9447721 0.0049893 0.0000249 0.0568115
3.325115e+01 0 2069 0.9447721 0.0049893 0.0000249 0.0568115
3.326442e+01 0 2068 0.9447721 0.0049893 0.0000249 0.0568115
3.333999e+01 1 2067 0.9443150 0.0050127 0.0000251 0.0572954
3.334136e+01 0 2066 0.9443150 0.0050127 0.0000251 0.0572954
3.334852e+01 1 2065 0.9438577 0.0050361 0.0000254 0.0577798
3.342113e+01 1 2064 0.9434004 0.0050594 0.0000256 0.0582644
3.346781e+01 0 2063 0.9434004 0.0050594 0.0000256 0.0582644
3.352990e+01 0 2062 0.9434004 0.0050594 0.0000256 0.0582644
3.357715e+01 0 2061 0.9434004 0.0050594 0.0000256 0.0582644
3.361498e+01 1 2060 0.9429425 0.0050826 0.0000258 0.0587500
3.377256e+01 1 2059 0.9424845 0.0051058 0.0000261 0.0592358
3.387723e+01 0 2058 0.9424845 0.0051058 0.0000261 0.0592358
3.399466e+01 0 2057 0.9424845 0.0051058 0.0000261 0.0592358
3.400007e+01 0 2056 0.9424845 0.0051058 0.0000261 0.0592358
3.401843e+01 0 2055 0.9424845 0.0051058 0.0000261 0.0592358
3.407598e+01 0 2054 0.9424845 0.0051058 0.0000261 0.0592358
3.412717e+01 1 2053 0.9420254 0.0051290 0.0000263 0.0597230
3.414501e+01 1 2052 0.9415664 0.0051521 0.0000265 0.0602104
3.420658e+01 0 2051 0.9415664 0.0051521 0.0000265 0.0602104
3.425933e+01 1 2050 0.9411071 0.0051751 0.0000268 0.0606984
3.428469e+01 1 2049 0.9406478 0.0051981 0.0000270 0.0611865
3.432085e+01 1 2048 0.9401885 0.0052210 0.0000273 0.0616749
3.443278e+01 1 2047 0.9397292 0.0052438 0.0000275 0.0621636
3.448477e+01 1 2046 0.9392699 0.0052665 0.0000277 0.0626524
3.460251e+01 1 2045 0.9388106 0.0052892 0.0000280 0.0631416
3.460903e+01 0 2044 0.9388106 0.0052892 0.0000280 0.0631416
3.465343e+01 1 2043 0.9383510 0.0053118 0.0000282 0.0636312
3.468764e+01 0 2042 0.9383510 0.0053118 0.0000282 0.0636312
3.469516e+01 0 2041 0.9383510 0.0053118 0.0000282 0.0636312
3.474252e+01 1 2040 0.9378911 0.0053344 0.0000285 0.0641215
3.475794e+01 0 2039 0.9378911 0.0053344 0.0000285 0.0641215
3.481290e+01 0 2038 0.9378911 0.0053344 0.0000285 0.0641215
3.484181e+01 1 2037 0.9374306 0.0053570 0.0000287 0.0646125
3.488637e+01 0 2036 0.9374306 0.0053570 0.0000287 0.0646125
3.490901e+01 0 2035 0.9374306 0.0053570 0.0000287 0.0646125
3.492064e+01 0 2034 0.9374306 0.0053570 0.0000287 0.0646125
3.494801e+01 0 2033 0.9374306 0.0053570 0.0000287 0.0646125
3.496587e+01 1 2032 0.9369693 0.0053795 0.0000289 0.0651048
3.496937e+01 0 2031 0.9369693 0.0053795 0.0000289 0.0651048
3.509689e+01 0 2030 0.9369693 0.0053795 0.0000289 0.0651048
3.523970e+01 1 2029 0.9365075 0.0054021 0.0000292 0.0655977
3.565246e+01 1 2028 0.9360457 0.0054245 0.0000294 0.0660910
3.570461e+01 0 2027 0.9360457 0.0054245 0.0000294 0.0660910
3.571148e+01 0 2026 0.9360457 0.0054245 0.0000294 0.0660910
3.572146e+01 0 2025 0.9360457 0.0054245 0.0000294 0.0660910
3.574944e+01 1 2024 0.9355833 0.0054470 0.0000297 0.0665851
3.581446e+01 0 2023 0.9355833 0.0054470 0.0000297 0.0665851
3.603602e+01 0 2022 0.9355833 0.0054470 0.0000297 0.0665851
3.607686e+01 0 2021 0.9355833 0.0054470 0.0000297 0.0665851
3.628039e+01 1 2020 0.9351201 0.0054695 0.0000299 0.0670803
3.630478e+01 1 2019 0.9346569 0.0054918 0.0000302 0.0675757
3.632553e+01 1 2018 0.9341938 0.0055142 0.0000304 0.0680714
3.645158e+01 1 2017 0.9337306 0.0055364 0.0000307 0.0685673
3.646408e+01 0 2016 0.9337306 0.0055364 0.0000307 0.0685673
3.646997e+01 0 2015 0.9337306 0.0055364 0.0000307 0.0685673
3.655213e+01 1 2014 0.9332670 0.0055587 0.0000309 0.0690640
3.660732e+01 0 2013 0.9332670 0.0055587 0.0000309 0.0690640
3.661063e+01 1 2012 0.9328031 0.0055808 0.0000311 0.0695611
3.661952e+01 0 2011 0.9328031 0.0055808 0.0000311 0.0695611
3.662498e+01 0 2010 0.9328031 0.0055808 0.0000311 0.0695611
3.671294e+01 1 2009 0.9323388 0.0056030 0.0000314 0.0700590
3.684224e+01 0 2008 0.9323388 0.0056030 0.0000314 0.0700590
3.687811e+01 1 2007 0.9318743 0.0056251 0.0000316 0.0705574
3.696975e+01 1 2006 0.9314097 0.0056472 0.0000319 0.0710560
3.697619e+01 1 2005 0.9309452 0.0056692 0.0000321 0.0715549
3.705869e+01 1 2004 0.9304807 0.0056911 0.0000324 0.0720540
3.706294e+01 0 2003 0.9304807 0.0056911 0.0000324 0.0720540
3.707470e+01 0 2002 0.9304807 0.0056911 0.0000324 0.0720540
3.713693e+01 0 2001 0.9304807 0.0056911 0.0000324 0.0720540
3.717724e+01 0 2000 0.9304807 0.0056911 0.0000324 0.0720540
3.720172e+01 0 1999 0.9304807 0.0056911 0.0000324 0.0720540
3.730103e+01 1 1998 0.9300149 0.0057131 0.0000326 0.0725546
3.731971e+01 1 1997 0.9295492 0.0057350 0.0000329 0.0730555
3.735300e+01 1 1996 0.9290835 0.0057569 0.0000331 0.0735566
3.738461e+01 0 1995 0.9290835 0.0057569 0.0000331 0.0735566
3.739447e+01 1 1994 0.9286176 0.0057787 0.0000334 0.0740583
3.752493e+01 0 1993 0.9286176 0.0057787 0.0000334 0.0740583
3.753035e+01 0 1992 0.9286176 0.0057787 0.0000334 0.0740583
3.759195e+01 0 1991 0.9286176 0.0057787 0.0000334 0.0740583
3.762133e+01 1 1990 0.9281510 0.0058005 0.0000336 0.0745609
3.764209e+01 1 1989 0.9276843 0.0058222 0.0000339 0.0750638
3.784835e+01 1 1988 0.9272177 0.0058439 0.0000342 0.0755669
3.787986e+01 0 1987 0.9272177 0.0058439 0.0000342 0.0755669
3.798685e+01 1 1986 0.9267508 0.0058656 0.0000344 0.0760706
3.798871e+01 0 1985 0.9267508 0.0058656 0.0000344 0.0760706
3.800364e+01 1 1984 0.9262837 0.0058872 0.0000347 0.0765747
3.805077e+01 0 1983 0.9262837 0.0058872 0.0000347 0.0765747
3.805655e+01 0 1982 0.9262837 0.0058872 0.0000347 0.0765747
3.814488e+01 0 1981 0.9262837 0.0058872 0.0000347 0.0765747
3.828805e+01 0 1980 0.9262837 0.0058872 0.0000347 0.0765747
3.844558e+01 0 1979 0.9262837 0.0058872 0.0000347 0.0765747
3.856119e+01 0 1978 0.9262837 0.0058872 0.0000347 0.0765747
3.857462e+01 0 1977 0.9262837 0.0058872 0.0000347 0.0765747
3.859523e+01 0 1976 0.9262837 0.0058872 0.0000347 0.0765747
3.860980e+01 1 1975 0.9258147 0.0059090 0.0000349 0.0770812
3.880600e+01 0 1974 0.9258147 0.0059090 0.0000349 0.0770812
3.889478e+01 1 1973 0.9253454 0.0059307 0.0000352 0.0775882
3.893880e+01 0 1972 0.9253454 0.0059307 0.0000352 0.0775882
3.895113e+01 1 1971 0.9248760 0.0059524 0.0000354 0.0780957
3.923641e+01 1 1970 0.9244065 0.0059740 0.0000357 0.0786034
3.924757e+01 0 1969 0.9244065 0.0059740 0.0000357 0.0786034
3.930626e+01 0 1968 0.9244065 0.0059740 0.0000357 0.0786034
3.935796e+01 1 1967 0.9239365 0.0059956 0.0000359 0.0791119
3.957636e+01 1 1966 0.9234666 0.0060171 0.0000362 0.0796207
3.986771e+01 1 1965 0.9229966 0.0060386 0.0000365 0.0801297
3.987326e+01 0 1964 0.9229966 0.0060386 0.0000365 0.0801297
3.990845e+01 0 1963 0.9229966 0.0060386 0.0000365 0.0801297
4.010197e+01 0 1962 0.9229966 0.0060386 0.0000365 0.0801297
4.025698e+01 0 1961 0.9229966 0.0060386 0.0000365 0.0801297
4.049897e+01 1 1960 0.9225257 0.0060601 0.0000367 0.0806401
4.066729e+01 0 1959 0.9225257 0.0060601 0.0000367 0.0806401
4.079633e+01 0 1958 0.9225257 0.0060601 0.0000367 0.0806401
4.099353e+01 0 1957 0.9225257 0.0060601 0.0000367 0.0806401
4.117175e+01 0 1956 0.9225257 0.0060601 0.0000367 0.0806401
4.131181e+01 1 1955 0.9220538 0.0060817 0.0000370 0.0811517
4.134968e+01 0 1954 0.9220538 0.0060817 0.0000370 0.0811517
4.136971e+01 1 1953 0.9215817 0.0061032 0.0000372 0.0816639
4.153852e+01 0 1952 0.9215817 0.0061032 0.0000372 0.0816639
4.156862e+01 0 1951 0.9215817 0.0061032 0.0000372 0.0816639
4.157588e+01 1 1950 0.9211091 0.0061248 0.0000375 0.0821768
4.159618e+01 0 1949 0.9211091 0.0061248 0.0000375 0.0821768
4.168934e+01 1 1948 0.9206362 0.0061462 0.0000378 0.0826903
4.173608e+01 0 1947 0.9206362 0.0061462 0.0000378 0.0826903
4.183614e+01 0 1946 0.9206362 0.0061462 0.0000378 0.0826903
4.188003e+01 0 1945 0.9206362 0.0061462 0.0000378 0.0826903
4.196827e+01 1 1944 0.9201627 0.0061677 0.0000380 0.0832048
4.203273e+01 0 1943 0.9201627 0.0061677 0.0000380 0.0832048
4.204486e+01 0 1942 0.9201627 0.0061677 0.0000380 0.0832048
4.206727e+01 0 1941 0.9201627 0.0061677 0.0000380 0.0832048
4.206840e+01 0 1940 0.9201627 0.0061677 0.0000380 0.0832048
4.214219e+01 0 1939 0.9201627 0.0061677 0.0000380 0.0832048
4.234648e+01 0 1938 0.9201627 0.0061677 0.0000380 0.0832048
4.238306e+01 0 1937 0.9201627 0.0061677 0.0000380 0.0832048
4.238509e+01 0 1936 0.9201627 0.0061677 0.0000380 0.0832048
4.248578e+01 0 1935 0.9201627 0.0061677 0.0000380 0.0832048
4.250697e+01 0 1934 0.9201627 0.0061677 0.0000380 0.0832048
4.265356e+01 0 1933 0.9201627 0.0061677 0.0000380 0.0832048
4.271623e+01 0 1932 0.9201627 0.0061677 0.0000380 0.0832048
4.273420e+01 0 1931 0.9201627 0.0061677 0.0000380 0.0832048
4.274457e+01 1 1930 0.9196859 0.0061895 0.0000383 0.0837231
4.301886e+01 0 1929 0.9196859 0.0061895 0.0000383 0.0837231
4.309470e+01 0 1928 0.9196859 0.0061895 0.0000383 0.0837231
4.317858e+01 1 1927 0.9192086 0.0062112 0.0000386 0.0842422
4.324107e+01 0 1926 0.9192086 0.0062112 0.0000386 0.0842422
4.328905e+01 0 1925 0.9192086 0.0062112 0.0000386 0.0842422
4.329327e+01 0 1924 0.9192086 0.0062112 0.0000386 0.0842422
4.331742e+01 0 1923 0.9192086 0.0062112 0.0000386 0.0842422
4.342483e+01 1 1922 0.9187304 0.0062330 0.0000388 0.0847626
4.342968e+01 1 1921 0.9182521 0.0062547 0.0000391 0.0852833
4.344146e+01 1 1920 0.9177739 0.0062763 0.0000394 0.0858043
4.357922e+01 0 1919 0.9177739 0.0062763 0.0000394 0.0858043
4.359135e+01 0 1918 0.9177739 0.0062763 0.0000394 0.0858043
4.368693e+01 0 1917 0.9177739 0.0062763 0.0000394 0.0858043
4.370545e+01 0 1916 0.9177739 0.0062763 0.0000394 0.0858043
4.382557e+01 1 1915 0.9172946 0.0062980 0.0000397 0.0863266
4.391479e+01 0 1914 0.9172946 0.0062980 0.0000397 0.0863266
4.393131e+01 0 1913 0.9172946 0.0062980 0.0000397 0.0863266
4.394458e+01 1 1912 0.9168148 0.0063197 0.0000399 0.0868497
4.398904e+01 0 1911 0.9168148 0.0063197 0.0000399 0.0868497
4.413537e+01 0 1910 0.9168148 0.0063197 0.0000399 0.0868497
4.419844e+01 0 1909 0.9168148 0.0063197 0.0000399 0.0868497
4.422426e+01 0 1908 0.9168148 0.0063197 0.0000399 0.0868497
4.423891e+01 0 1907 0.9168148 0.0063197 0.0000399 0.0868497
4.427400e+01 0 1906 0.9168148 0.0063197 0.0000399 0.0868497
4.427968e+01 0 1905 0.9168148 0.0063197 0.0000399 0.0868497
4.436730e+01 0 1904 0.9168148 0.0063197 0.0000399 0.0868497
4.441503e+01 0 1903 0.9168148 0.0063197 0.0000399 0.0868497
4.442433e+01 0 1902 0.9168148 0.0063197 0.0000399 0.0868497
4.450239e+01 0 1901 0.9168148 0.0063197 0.0000399 0.0868497
4.460128e+01 0 1900 0.9168148 0.0063197 0.0000399 0.0868497
4.462352e+01 0 1899 0.9168148 0.0063197 0.0000399 0.0868497
4.466871e+01 0 1898 0.9168148 0.0063197 0.0000399 0.0868497
4.473687e+01 1 1897 0.9163315 0.0063417 0.0000402 0.0873770
4.475806e+01 0 1896 0.9163315 0.0063417 0.0000402 0.0873770
4.476831e+01 1 1895 0.9158480 0.0063636 0.0000405 0.0879049
4.491569e+01 1 1894 0.9153644 0.0063855 0.0000408 0.0884330
4.494210e+01 0 1893 0.9153644 0.0063855 0.0000408 0.0884330
4.499623e+01 1 1892 0.9148806 0.0064073 0.0000411 0.0889617
4.501492e+01 1 1891 0.9143968 0.0064291 0.0000413 0.0894906
4.502646e+01 0 1890 0.9143968 0.0064291 0.0000413 0.0894906
4.506558e+01 0 1889 0.9143968 0.0064291 0.0000413 0.0894906
4.507945e+01 0 1888 0.9143968 0.0064291 0.0000413 0.0894906
4.509009e+01 0 1887 0.9143968 0.0064291 0.0000413 0.0894906
4.523819e+01 1 1886 0.9139120 0.0064510 0.0000416 0.0900210
4.526816e+01 0 1885 0.9139120 0.0064510 0.0000416 0.0900210
4.532878e+01 0 1884 0.9139120 0.0064510 0.0000416 0.0900210
4.536573e+01 0 1883 0.9139120 0.0064510 0.0000416 0.0900210
4.536967e+01 0 1882 0.9139120 0.0064510 0.0000416 0.0900210
4.542746e+01 1 1881 0.9134261 0.0064729 0.0000419 0.0905528
4.543143e+01 1 1880 0.9129403 0.0064947 0.0000422 0.0910848
4.547898e+01 0 1879 0.9129403 0.0064947 0.0000422 0.0910848
4.554395e+01 0 1878 0.9129403 0.0064947 0.0000422 0.0910848
4.570190e+01 1 1877 0.9124539 0.0065165 0.0000425 0.0916177
4.574613e+01 0 1876 0.9124539 0.0065165 0.0000425 0.0916177
4.584441e+01 1 1875 0.9119672 0.0065383 0.0000427 0.0921512
4.589044e+01 0 1874 0.9119672 0.0065383 0.0000427 0.0921512
4.590376e+01 0 1873 0.9119672 0.0065383 0.0000427 0.0921512
4.598074e+01 0 1872 0.9119672 0.0065383 0.0000427 0.0921512
4.601652e+01 1 1871 0.9114798 0.0065601 0.0000430 0.0926858
4.603195e+01 1 1870 0.9109924 0.0065819 0.0000433 0.0932207
4.603587e+01 0 1869 0.9109924 0.0065819 0.0000433 0.0932207
4.607329e+01 0 1868 0.9109924 0.0065819 0.0000433 0.0932207
4.609252e+01 0 1867 0.9109924 0.0065819 0.0000433 0.0932207
4.614138e+01 0 1866 0.9109924 0.0065819 0.0000433 0.0932207
4.616693e+01 0 1865 0.9109924 0.0065819 0.0000433 0.0932207
4.619718e+01 0 1864 0.9109924 0.0065819 0.0000433 0.0932207
4.627020e+01 0 1863 0.9109924 0.0065819 0.0000433 0.0932207
4.628535e+01 0 1862 0.9109924 0.0065819 0.0000433 0.0932207
4.637468e+01 0 1861 0.9109924 0.0065819 0.0000433 0.0932207
4.640496e+01 0 1860 0.9109924 0.0065819 0.0000433 0.0932207
4.646889e+01 0 1859 0.9109924 0.0065819 0.0000433 0.0932207
4.647758e+01 0 1858 0.9109924 0.0065819 0.0000433 0.0932207
4.651326e+01 1 1857 0.9105018 0.0066039 0.0000436 0.0937594
4.674292e+01 1 1856 0.9100112 0.0066259 0.0000439 0.0942983
4.692829e+01 0 1855 0.9100112 0.0066259 0.0000439 0.0942983
4.704508e+01 1 1854 0.9095204 0.0066478 0.0000442 0.0948378
4.706613e+01 0 1853 0.9095204 0.0066478 0.0000442 0.0948378
4.716903e+01 0 1852 0.9095204 0.0066478 0.0000442 0.0948378
4.723056e+01 0 1851 0.9095204 0.0066478 0.0000442 0.0948378
4.728169e+01 0 1850 0.9095204 0.0066478 0.0000442 0.0948378
4.734411e+01 0 1849 0.9095204 0.0066478 0.0000442 0.0948378
4.735917e+01 0 1848 0.9095204 0.0066478 0.0000442 0.0948378
4.742614e+01 0 1847 0.9095204 0.0066478 0.0000442 0.0948378
4.745376e+01 0 1846 0.9095204 0.0066478 0.0000442 0.0948378
4.745492e+01 0 1845 0.9095204 0.0066478 0.0000442 0.0948378
4.747056e+01 1 1844 0.9090272 0.0066699 0.0000445 0.0953803
4.770659e+01 1 1843 0.9085339 0.0066919 0.0000448 0.0959230
4.774308e+01 0 1842 0.9085339 0.0066919 0.0000448 0.0959230
4.785048e+01 0 1841 0.9085339 0.0066919 0.0000448 0.0959230
4.797186e+01 0 1840 0.9085339 0.0066919 0.0000448 0.0959230
4.799668e+01 0 1839 0.9085339 0.0066919 0.0000448 0.0959230
4.811414e+01 0 1838 0.9085339 0.0066919 0.0000448 0.0959230
4.825634e+01 0 1837 0.9085339 0.0066919 0.0000448 0.0959230
4.828386e+01 0 1836 0.9085339 0.0066919 0.0000448 0.0959230
4.828528e+01 0 1835 0.9085339 0.0066919 0.0000448 0.0959230
4.836502e+01 1 1834 0.9080386 0.0067141 0.0000451 0.0964684
4.849861e+01 0 1833 0.9080386 0.0067141 0.0000451 0.0964684
4.852757e+01 1 1832 0.9075429 0.0067363 0.0000454 0.0970144
4.857491e+01 1 1831 0.9070473 0.0067584 0.0000457 0.0975607
4.861494e+01 1 1830 0.9065516 0.0067805 0.0000460 0.0981073
4.874769e+01 1 1829 0.9060559 0.0068025 0.0000463 0.0986542
4.907495e+01 1 1828 0.9055603 0.0068245 0.0000466 0.0992014
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4.963644e+01 1 1816 0.9035717 0.0069124 0.0000478 0.1013998
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4.973541e+01 1 1814 0.9030736 0.0069344 0.0000481 0.1019513
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2.688648e+03 0 19 0.2060536 0.1384512 0.0191687 1.5796189
2.751041e+03 1 18 0.1946062 0.1497889 0.0224367 1.6367773
2.855041e+03 0 17 0.1946062 0.1497889 0.0224367 1.6367773
2.859535e+03 1 16 0.1824433 0.1631055 0.0266034 1.7013158
2.965541e+03 0 15 0.1824433 0.1631055 0.0266034 1.7013158
3.145548e+03 0 14 0.1824433 0.1631055 0.0266034 1.7013158
3.272633e+03 0 13 0.1824433 0.1631055 0.0266034 1.7013158
3.349217e+03 0 12 0.1824433 0.1631055 0.0266034 1.7013158
3.400744e+03 0 11 0.1824433 0.1631055 0.0266034 1.7013158
3.451722e+03 0 10 0.1824433 0.1631055 0.0266034 1.7013158
3.499332e+03 1 9 0.1621718 0.2012269 0.0404923 1.8190988
4.108958e+03 0 8 0.1621718 0.2012269 0.0404923 1.8190988
4.625612e+03 1 7 0.1390044 0.2535780 0.0643018 1.9732495
4.935162e+03 0 6 0.1390044 0.2535780 0.0643018 1.9732495
5.402400e+03 0 5 0.1390044 0.2535780 0.0643018 1.9732495
8.147855e+03 0 4 0.1390044 0.2535780 0.0643018 1.9732495
1.019697e+04 0 3 0.1390044 0.2535780 0.0643018 1.9732495
1.209561e+04 1 2 0.0695022 0.7512002 0.5643018 2.6663967
4.533297e+04 1 1 0.0000000 Inf Inf Inf

Comparación de, al menos, dos funciones de supervivencia

Primero necesitamos encontrar las tres diferencias más grandes

S1 <- km_co1$St
S2 <- km_co2$St
S3 <- km_co3$St
S4 <- km_co4$St

supervivencias <- tibble(S1, S2, S3, S4)

dif_max <- tibble(S12 = max(abs(S1-S2)), S13 = max(abs(S1-S3)), S14 = max(abs(S1-S4)),
                  S23 = max(abs(S2-S3)), S24 = max(abs(S2-S4)),
                  S34 = max(abs(S3-S4)))

dif_max %>% kbl() %>% 
    kable_styling(bootstrap_options = "striped", full_width = F)
S12 S13 S14 S23 S24 S34
0.2068665 0.1286559 0.3199832 0.0898993 0.1251003 0.2021992

De la tabla anterior podemos ver que las mayores diferencias se dan entre

Conclusiones

  1. A estas alturas del curso podemos ver que todo lo que hemos estudiando es de suma importancia. Cuando hacemos uso del estimador de Kaplan-Meier con muestras tan grandes, como en este caso, no obtenemos resultados muy detallados, pero si podemos inferir algunas cosas de manera muy general.

  2. Para el tiempo de vida, en días, en las diferentes cohortes de pacientes después de someterse a un transplante de riñon observamos que al pasar el tiempo la tasa de supervivencia se vuelve muy baja.

  3. Esto sin importar si son analizados de manera conjunta o individual. Además, los datos gráficos tienen coherencia con los datos obtenidos por el resumen estadistico, así como la diferencia entre las funciones de supervivencia, pues de acuerdo a nuestras conclusiones individuales era de esperarse que obtuvieramos que las tres diferencias más grandes son las mencionadas en el último punto.

  4. Nos falto hacer un mejor análisis de los datos por grupo y algo de limpieza en ellos, en las graficas podemos ver valores muy extremos que no necesariamente aportan información relevante a nuestro trabajo.