This function generate synthetic data of nind X(t) in state 0 or 1 by two different exponential laws.
Usage
generate_X_df_CFD(
nind = 500,
start = 0,
end = 100,
lambda_0 = 0.2,
lambda_1 = 0.1,
prob_start = 0.5,
seed = 123
)Arguments
- nind
number of individuals, default 500
- start
first time, default 0
- end
last time, default 100
- lambda_0
lambda parameter for exponential law for state 0, default 0.2
- lambda_1
lambda parameter for exponential law for state 1, default 0.1
- prob_start
Start state 1 probability, binomial law, default 0.5
- seed
a integer, random seed 123
Examples
generate_X_df_CFD()
#> id time state
#> 1 1 0.000000e+00 0
#> 2 1 2.883051e+00 1
#> 3 1 1.617360e+01 0
#> 4 1 1.633149e+01 1
#> 5 1 1.689360e+01 0
#> 6 1 1.847610e+01 1
#> 7 1 2.161838e+01 0
#> 8 1 2.234471e+01 1
#> 9 1 4.960707e+01 0
#> 10 1 4.975284e+01 1
#> 11 1 5.980114e+01 0
#> 12 1 6.220222e+01 1
#> 13 1 6.501235e+01 0
#> 14 1 6.689794e+01 1
#> 15 1 6.878078e+01 0
#> 16 1 7.302971e+01 1
#> 17 1 8.866175e+01 0
#> 18 1 9.105555e+01 1
#> 19 1 9.696490e+01 0
#> 20 1 1.000000e+02 0
#> 21 2 0.000000e+00 0
#> 22 2 2.584595e+00 1
#> 23 2 1.805305e+01 0
#> 24 2 2.569652e+01 1
#> 25 2 3.920984e+01 0
#> 26 2 4.595007e+01 1
#> 27 2 5.763536e+01 0
#> 28 2 6.566462e+01 1
#> 29 2 8.063205e+01 0
#> 30 2 8.848531e+01 1
#> 31 2 8.880299e+01 0
#> 32 2 9.179224e+01 1
#> 33 2 1.000000e+02 1
#> 34 3 0.000000e+00 1
#> 35 3 2.595578e+00 0
#> 36 3 1.558004e+01 1
#> 37 3 2.787030e+01 0
#> 38 3 3.182370e+01 1
#> 39 3 3.811651e+01 0
#> 40 3 4.438971e+01 1
#> 41 3 5.027656e+01 0
#> 42 3 5.592301e+01 1
#> 43 3 6.012666e+01 0
#> 44 3 9.618169e+01 1
#> 45 3 1.000000e+02 1
#> 46 4 0.000000e+00 1
#> 47 4 1.100339e+01 0
#> 48 4 2.224492e+01 1
#> 49 4 3.588226e+01 0
#> 50 4 3.876422e+01 1
#> 51 4 6.601698e+01 0
#> 52 4 7.257779e+01 1
#> 53 4 7.348371e+01 0
#> 54 4 7.501472e+01 1
#> 55 4 8.568686e+01 0
#> 56 4 8.725444e+01 1
#> 57 4 9.700084e+01 0
#> 58 4 1.000000e+02 0
#> 59 5 0.000000e+00 1
#> 60 5 2.576961e+01 0
#> 61 5 3.100809e+01 1
#> 62 5 4.125251e+01 0
#> 63 5 4.639185e+01 1
#> 64 5 4.923854e+01 0
#> 65 5 5.705380e+01 1
#> 66 5 5.747468e+01 0
#> 67 5 5.796783e+01 1
#> 68 5 5.895353e+01 0
#> 69 5 6.035545e+01 1
#> 70 5 6.331332e+01 0
#> 71 5 6.817547e+01 1
#> 72 5 7.741574e+01 0
#> 73 5 8.562777e+01 1
#> 74 5 1.000000e+02 1
#> 75 6 0.000000e+00 0
#> 76 6 7.607748e+00 1
#> 77 6 1.140789e+01 0
#> 78 6 1.260045e+01 1
#> 79 6 1.726533e+01 0
#> 80 6 1.747669e+01 1
#> 81 6 2.067346e+01 0
#> 82 6 2.389151e+01 1
#> 83 6 2.961714e+01 0
#> 84 6 3.069742e+01 1
#> 85 6 7.568415e+01 0
#> 86 6 8.496961e+01 1
#> 87 6 9.182419e+01 0
#> 88 6 9.902145e+01 1
#> 89 6 1.000000e+02 1
#> 90 7 0.000000e+00 0
#> 91 7 7.316503e+00 1
#> 92 7 2.269044e+01 0
#> 93 7 2.271344e+01 1
#> 94 7 3.380109e+01 0
#> 95 7 3.530094e+01 1
#> 96 7 4.722097e+01 0
#> 97 7 5.279562e+01 1
#> 98 7 5.346938e+01 0
#> 99 7 5.587272e+01 1
#> 100 7 7.157726e+01 0
#> 101 7 7.287699e+01 1
#> 102 7 9.144622e+01 0
#> 103 7 9.376232e+01 1
#> 104 7 9.612267e+01 0
#> 105 7 1.000000e+02 0
#> 106 8 0.000000e+00 1
#> 107 8 4.032384e+00 0
#> 108 8 8.747084e+00 1
#> 109 8 1.291289e+01 0
#> 110 8 1.667898e+01 1
#> 111 8 1.856585e+01 0
#> 112 8 2.295012e+01 1
#> 113 8 2.485049e+01 0
#> 114 8 2.974588e+01 1
#> 115 8 3.297964e+01 0
#> 116 8 3.958203e+01 1
#> 117 8 4.276664e+01 0
#> 118 8 5.079197e+01 1
#> 119 8 5.224931e+01 0
#> 120 8 6.126496e+01 1
#> 121 8 6.156556e+01 0
#> 122 8 6.808276e+01 1
#> 123 8 7.008068e+01 0
#> 124 8 7.883796e+01 1
#> 125 8 9.647465e+01 0
#> 126 8 1.000000e+02 0
#> 127 9 0.000000e+00 1
#> 128 9 3.297825e+01 0
#> 129 9 3.498678e+01 1
#> 130 9 4.599380e+01 0
#> 131 9 5.263841e+01 1
#> 132 9 5.905744e+01 0
#> 133 9 6.003661e+01 1
#> 134 9 6.460450e+01 0
#> 135 9 6.646825e+01 1
#> 136 9 1.000000e+02 1
#> 137 10 0.000000e+00 0
#> 138 10 5.407426e+00 1
#> 139 10 8.377017e+00 0
#> 140 10 8.797821e+00 1
#> 141 10 3.833183e+01 0
#> 142 10 4.817309e+01 1
#> 143 10 5.481164e+01 0
#> 144 10 6.285860e+01 1
#> 145 10 6.892697e+01 0
#> 146 10 6.939524e+01 1
#> 147 10 7.264159e+01 0
#> 148 10 8.144100e+01 1
#> 149 10 8.410211e+01 0
#> 150 10 8.880524e+01 1
#> 151 10 9.329633e+01 0
#> 152 10 9.974086e+01 1
#> 153 10 1.000000e+02 1
#> 154 11 0.000000e+00 0
#> 155 11 9.304565e-01 1
#> 156 11 8.562786e+00 0
#> 157 11 8.873490e+00 1
#> 158 11 1.457932e+01 0
#> 159 11 2.323323e+01 1
#> 160 11 3.634067e+01 0
#> 161 11 4.281503e+01 1
#> 162 11 4.748814e+01 0
#> 163 11 4.765259e+01 1
#> 164 11 4.918297e+01 0
#> 165 11 5.437533e+01 1
#> 166 11 6.519978e+01 0
#> 167 11 8.393624e+01 1
#> 168 11 8.399250e+01 0
#> 169 11 8.401434e+01 1
#> 170 11 1.000000e+02 1
#> 171 12 0.000000e+00 1
#> 172 12 4.703686e+00 0
#> 173 12 4.961483e+00 1
#> 174 12 1.013335e+01 0
#> 175 12 1.754906e+01 1
#> 176 12 3.034392e+01 0
#> 177 12 3.747626e+01 1
#> 178 12 5.865920e+01 0
#> 179 12 6.578000e+01 1
#> 180 12 7.462115e+01 0
#> 181 12 8.807608e+01 1
#> 182 12 1.000000e+02 1
#> 183 13 0.000000e+00 1
#> 184 13 5.084948e+00 0
#> 185 13 8.251007e+00 1
#> 186 13 8.937513e+00 0
#> 187 13 1.178327e+01 1
#> 188 13 5.544237e+01 0
#> 189 13 5.823303e+01 1
#> 190 13 6.282085e+01 0
#> 191 13 6.412216e+01 1
#> 192 13 7.111058e+01 0
#> 193 13 7.592652e+01 1
#> 194 13 8.324132e+01 0
#> 195 13 8.880272e+01 1
#> 196 13 9.485896e+01 0
#> 197 13 9.821605e+01 1
#> 198 13 1.000000e+02 1
#> 199 14 0.000000e+00 1
#> 200 14 8.767290e+00 0
#> 201 14 1.658069e+01 1
#> 202 14 2.066054e+01 0
#> 203 14 3.436228e+01 1
#> 204 14 6.288105e+01 0
#> 205 14 6.300192e+01 1
#> 206 14 6.775787e+01 0
#> 207 14 7.109841e+01 1
#> 208 14 8.060071e+01 0
#> 209 14 8.628959e+01 1
#> 210 14 8.711724e+01 0
#> 211 14 9.533178e+01 1
#> 212 14 9.692078e+01 0
#> 213 14 1.000000e+02 0
#> 214 15 0.000000e+00 1
#> 215 15 3.014362e-01 0
#> 216 15 8.755721e+00 1
#> 217 15 1.119377e+01 0
#> 218 15 1.231440e+01 1
#> 219 15 1.901950e+01 0
#> 220 15 2.670366e+01 1
#> 221 15 4.599187e+01 0
#> 222 15 4.705974e+01 1
#> 223 15 5.273867e+01 0
#> 224 15 6.240528e+01 1
#> 225 15 9.843276e+01 0
#> 226 15 1.000000e+02 0
#> 227 16 0.000000e+00 0
#> 228 16 6.902635e+00 1
#> 229 16 1.754646e+01 0
#> 230 16 1.912374e+01 1
#> 231 16 2.057156e+01 0
#> 232 16 2.521304e+01 1
#> 233 16 2.779646e+01 0
#> 234 16 3.048840e+01 1
#> 235 16 3.124194e+01 0
#> 236 16 3.188413e+01 1
#> 237 16 5.787253e+01 0
#> 238 16 6.822349e+01 1
#> 239 16 7.027730e+01 0
#> 240 16 8.410793e+01 1
#> 241 16 9.867135e+01 0
#> 242 16 1.000000e+02 0
#> 243 17 0.000000e+00 0
#> 244 17 1.370521e+00 1
#> 245 17 8.873859e+00 0
#> 246 17 1.412585e+01 1
#> 247 17 1.774160e+01 0
#> 248 17 2.254632e+01 1
#> 249 17 2.917769e+01 0
#> 250 17 3.706588e+01 1
#> 251 17 5.629069e+01 0
#> 252 17 5.740570e+01 1
#> 253 17 9.585776e+01 0
#> 254 17 9.682040e+01 1
#> 255 17 1.000000e+02 1
#> 256 18 0.000000e+00 1
#> 257 18 2.525139e+00 0
#> 258 18 7.048973e+00 1
#> 259 18 1.950863e+01 0
#> 260 18 2.785911e+01 1
#> 261 18 3.176599e+01 0
#> 262 18 3.682268e+01 1
#> 263 18 3.757251e+01 0
#> 264 18 5.092539e+01 1
#> 265 18 6.768159e+01 0
#> 266 18 7.180719e+01 1
#> 267 18 7.348463e+01 0
#> 268 18 7.580171e+01 1
#> 269 18 9.290633e+01 0
#> 270 18 9.536206e+01 1
#> 271 18 1.000000e+02 1
#> 272 19 0.000000e+00 0
#> 273 19 1.733325e+00 1
#> 274 19 2.209777e+00 0
#> 275 19 7.671549e+00 1
#> 276 19 2.193785e+01 0
#> 277 19 2.452854e+01 1
#> 278 19 4.078442e+01 0
#> 279 19 5.175451e+01 1
#> 280 19 5.345324e+01 0
#> 281 19 5.733454e+01 1
#> 282 19 7.315806e+01 0
#> 283 19 7.626205e+01 1
#> 284 19 1.000000e+02 1
#> 285 20 0.000000e+00 1
#> 286 20 1.152278e+01 0
#> 287 20 1.499013e+01 1
#> 288 20 3.034449e+01 0
#> 289 20 3.348383e+01 1
#> 290 20 4.272585e+01 0
#> 291 20 4.460328e+01 1
#> 292 20 4.540581e+01 0
#> 293 20 4.718804e+01 1
#> 294 20 5.990314e+01 0
#> 295 20 7.093947e+01 1
#> 296 20 7.847356e+01 0
#> 297 20 7.864525e+01 1
#> 298 20 8.438380e+01 0
#> 299 20 8.992166e+01 1
#> 300 20 1.000000e+02 1
#> 301 21 0.000000e+00 0
#> 302 21 1.179504e+01 1
#> 303 21 2.334468e+01 0
#> 304 21 3.239671e+01 1
#> 305 21 3.311778e+01 0
#> 306 21 3.315727e+01 1
#> 307 21 3.552313e+01 0
#> 308 21 4.752283e+01 1
#> 309 21 5.026534e+01 0
#> 310 21 5.906655e+01 1
#> 311 21 6.643228e+01 0
#> 312 21 6.958309e+01 1
#> 313 21 7.856027e+01 0
#> 314 21 8.431942e+01 1
#> 315 21 9.373541e+01 0
#> 316 21 1.000000e+02 0
#> 317 22 0.000000e+00 1
#> 318 22 3.580268e+00 0
#> 319 22 3.668737e+00 1
#> 320 22 1.271571e+01 0
#> 321 22 1.426503e+01 1
#> 322 22 2.059459e+01 0
#> 323 22 3.577740e+01 1
#> 324 22 4.055804e+01 0
#> 325 22 4.599816e+01 1
#> 326 22 5.258318e+01 0
#> 327 22 5.293859e+01 1
#> 328 22 6.085188e+01 0
#> 329 22 6.386136e+01 1
#> 330 22 8.931893e+01 0
#> 331 22 9.264001e+01 1
#> 332 22 1.000000e+02 1
#> 333 23 0.000000e+00 1
#> 334 23 5.646832e-01 0
#> 335 23 3.587065e+00 1
#> 336 23 1.592548e+01 0
#> 337 23 2.094317e+01 1
#> 338 23 4.120121e+01 0
#> 339 23 4.189503e+01 1
#> 340 23 4.556673e+01 0
#> 341 23 4.722408e+01 1
#> 342 23 4.782193e+01 0
#> 343 23 4.792036e+01 1
#> 344 23 8.292043e+01 0
#> 345 23 9.941697e+01 1
#> 346 23 1.000000e+02 1
#> 347 24 0.000000e+00 1
#> 348 24 3.075334e+00 0
#> 349 24 9.446145e+00 1
#> 350 24 1.569224e+01 0
#> 351 24 1.616248e+01 1
#> 352 24 1.999776e+01 0
#> 353 24 2.087237e+01 1
#> 354 24 3.271852e+01 0
#> 355 24 3.945036e+01 1
#> 356 24 7.586073e+01 0
#> 357 24 7.652808e+01 1
#> 358 24 8.909381e+01 0
#> 359 24 9.491747e+01 1
#> 360 24 9.596646e+01 0
#> 361 24 9.763352e+01 1
#> 362 24 9.805483e+01 0
#> 363 24 9.836107e+01 1
#> 364 24 9.852848e+01 0
#> 365 24 1.000000e+02 0
#> 366 25 0.000000e+00 1
#> 367 25 2.795681e+01 0
#> 368 25 3.567091e+01 1
#> 369 25 4.534216e+01 0
#> 370 25 5.423299e+01 1
#> 371 25 6.026158e+01 0
#> 372 25 6.804433e+01 1
#> 373 25 7.449868e+01 0
#> 374 25 7.958437e+01 1
#> 375 25 9.148262e+01 0
#> 376 25 9.278007e+01 1
#> 377 25 1.000000e+02 1
#> 378 26 0.000000e+00 0
#> 379 26 2.023778e+00 1
#> 380 26 7.121087e+00 0
#> 381 26 7.274089e+00 1
#> 382 26 1.278224e+01 0
#> 383 26 1.878431e+01 1
#> 384 26 4.998477e+01 0
#> 385 26 5.573873e+01 1
#> 386 26 6.362025e+01 0
#> 387 26 6.467549e+01 1
#> 388 26 6.985819e+01 0
#> 389 26 7.330654e+01 1
#> 390 26 8.095943e+01 0
#> 391 26 9.049727e+01 1
#> 392 26 9.687637e+01 0
#> 393 26 1.000000e+02 0
#> 394 27 0.000000e+00 1
#> 395 27 5.976471e+00 0
#> 396 27 6.289504e+00 1
#> 397 27 8.804376e+00 0
#> 398 27 1.126074e+01 1
#> 399 27 3.571571e+01 0
#> 400 27 4.019180e+01 1
#> 401 27 4.248304e+01 0
#> 402 27 4.501236e+01 1
#> 403 27 4.831001e+01 0
#> 404 27 5.067621e+01 1
#> 405 27 5.106703e+01 0
#> 406 27 5.109611e+01 1
#> 407 27 6.204937e+01 0
#> 408 27 6.550493e+01 1
#> 409 27 7.163364e+01 0
#> 410 27 8.284622e+01 1
#> 411 27 1.000000e+02 1
#> 412 28 0.000000e+00 1
#> 413 28 1.643637e+01 0
#> 414 28 1.790694e+01 1
#> 415 28 3.565131e+01 0
#> 416 28 5.440367e+01 1
#> 417 28 5.482995e+01 0
#> 418 28 6.712938e+01 1
#> 419 28 7.538095e+01 0
#> 420 28 8.225538e+01 1
#> 421 28 8.400095e+01 0
#> 422 28 8.706789e+01 1
#> 423 28 1.000000e+02 1
#> 424 29 0.000000e+00 0
#> 425 29 5.942887e+00 1
#> 426 29 1.256733e+01 0
#> 427 29 1.447562e+01 1
#> 428 29 1.492233e+01 0
#> 429 29 2.368174e+01 1
#> 430 29 3.088895e+01 0
#> 431 29 3.223695e+01 1
#> 432 29 3.302817e+01 0
#> 433 29 4.056378e+01 1
#> 434 29 4.884373e+01 0
#> 435 29 4.967403e+01 1
#> 436 29 6.673905e+01 0
#> 437 29 7.984034e+01 1
#> 438 29 8.923777e+01 0
#> 439 29 9.290615e+01 1
#> 440 29 1.000000e+02 1
#> 441 30 0.000000e+00 1
#> 442 30 1.031499e+01 0
#> 443 30 1.163288e+01 1
#> 444 30 1.256140e+01 0
#> 445 30 1.855603e+01 1
#> 446 30 3.728881e+01 0
#> 447 30 4.255965e+01 1
#> 448 30 4.575208e+01 0
#> 449 30 4.804569e+01 1
#> 450 30 5.500270e+01 0
#> 451 30 5.537661e+01 1
#> 452 30 5.959002e+01 0
#> 453 30 6.171376e+01 1
#> 454 30 1.000000e+02 1
#> 455 31 0.000000e+00 0
#> 456 31 2.243534e+00 1
#> 457 31 1.988449e+01 0
#> 458 31 2.466648e+01 1
#> 459 31 3.075160e+01 0
#> 460 31 3.075573e+01 1
#> 461 31 4.648687e+01 0
#> 462 31 6.324810e+01 1
#> 463 31 6.519517e+01 0
#> 464 31 7.008747e+01 1
#> 465 31 7.064605e+01 0
#> 466 31 7.360027e+01 1
#> 467 31 9.542390e+01 0
#> 468 31 9.737411e+01 1
#> 469 31 9.910287e+01 0
#> 470 31 1.000000e+02 0
#> 471 32 0.000000e+00 0
#> 472 32 5.743758e-01 1
#> 473 32 7.760263e+00 0
#> 474 32 1.784149e+01 1
#> 475 32 1.811711e+01 0
#> 476 32 2.671996e+01 1
#> 477 32 2.810701e+01 0
#> 478 32 3.580458e+01 1
#> 479 32 5.132422e+01 0
#> 480 32 5.803562e+01 1
#> 481 32 6.169583e+01 0
#> 482 32 6.323011e+01 1
#> 483 32 6.791502e+01 0
#> 484 32 7.099001e+01 1
#> 485 32 8.509811e+01 0
#> 486 32 8.857941e+01 1
#> 487 32 9.877276e+01 0
#> 488 32 1.000000e+02 0
#> 489 33 0.000000e+00 1
#> 490 33 6.172241e+00 0
#> 491 33 9.814001e+00 1
#> 492 33 1.620334e+01 0
#> 493 33 3.859674e+01 1
#> 494 33 5.873305e+01 0
#> 495 33 7.706756e+01 1
#> 496 33 8.532434e+01 0
#> 497 33 8.720461e+01 1
#> 498 33 1.000000e+02 1
#> 499 34 0.000000e+00 0
#> 500 34 1.369413e+01 1
#> 501 34 2.184821e+01 0
#> 502 34 2.754327e+01 1
#> 503 34 3.484454e+01 0
#> 504 34 3.873057e+01 1
#> 505 34 7.149444e+01 0
#> 506 34 7.521610e+01 1
#> 507 34 7.852811e+01 0
#> 508 34 8.020451e+01 1
#> 509 34 1.000000e+02 1
#> 510 35 0.000000e+00 1
#> 511 35 1.146193e+01 0
#> 512 35 1.194438e+01 1
#> 513 35 2.067622e+01 0
#> 514 35 2.765100e+01 1
#> 515 35 2.944904e+01 0
#> 516 35 3.006579e+01 1
#> 517 35 3.384021e+01 0
#> 518 35 3.853137e+01 1
#> 519 35 4.064310e+01 0
#> 520 35 4.090600e+01 1
#> 521 35 7.098551e+01 0
#> 522 35 9.550255e+01 1
#> 523 35 1.000000e+02 1
#> 524 36 0.000000e+00 0
#> 525 36 2.208404e+00 1
#> 526 36 5.538518e+00 0
#> 527 36 6.259255e+00 1
#> 528 36 1.033551e+01 0
#> 529 36 1.190772e+01 1
#> 530 36 2.041328e+01 0
#> 531 36 3.358965e+01 1
#> 532 36 3.783672e+01 0
#> 533 36 4.914457e+01 1
#> 534 36 4.920820e+01 0
#> 535 36 5.634146e+01 1
#> 536 36 6.632226e+01 0
#> 537 36 6.858625e+01 1
#> 538 36 7.160870e+01 0
#> 539 36 7.186913e+01 1
#> 540 36 7.216275e+01 0
#> 541 36 7.363717e+01 1
#> 542 36 8.244580e+01 0
#> 543 36 9.066908e+01 1
#> 544 36 1.000000e+02 1
#> 545 37 0.000000e+00 0
#> 546 37 8.722234e+00 1
#> 547 37 1.396194e+01 0
#> 548 37 1.423589e+01 1
#> 549 37 1.432628e+01 0
#> 550 37 1.625827e+01 1
#> 551 37 1.700198e+01 0
#> 552 37 1.751697e+01 1
#> 553 37 2.242381e+01 0
#> 554 37 2.345564e+01 1
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#> 1913 128 8.735664e+01 1
#> 1914 128 1.000000e+02 1
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#> 1923 129 3.131237e+01 0
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#> 1926 129 5.978329e+01 1
#> 1927 129 6.891354e+01 0
#> 1928 129 7.068059e+01 1
#> 1929 129 9.095434e+01 0
#> 1930 129 9.731844e+01 1
#> 1931 129 1.000000e+02 1
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#> 1933 130 1.154981e+01 1
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#> 1935 130 1.881570e+01 1
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#> 1937 130 2.661986e+01 1
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#> 1939 130 6.471550e+01 1
#> 1940 130 9.967161e+01 0
#> 1941 130 9.997572e+01 1
#> 1942 130 1.000000e+02 1
#> 1943 131 0.000000e+00 0
#> 1944 131 1.177267e+00 1
#> 1945 131 1.113681e+01 0
#> 1946 131 1.252901e+01 1
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#> 1948 131 3.130790e+01 1
#> 1949 131 3.296955e+01 0
#> 1950 131 3.556151e+01 1
#> 1951 131 3.659558e+01 0
#> 1952 131 3.847345e+01 1
#> 1953 131 5.025550e+01 0
#> 1954 131 5.291058e+01 1
#> 1955 131 1.000000e+02 1
#> 1956 132 0.000000e+00 1
#> 1957 132 5.980925e+00 0
#> 1958 132 1.621062e+01 1
#> 1959 132 2.859336e+01 0
#> 1960 132 2.901719e+01 1
#> 1961 132 3.390225e+01 0
#> 1962 132 3.903464e+01 1
#> 1963 132 4.896272e+01 0
#> 1964 132 5.338604e+01 1
#> 1965 132 8.506324e+01 0
#> 1966 132 8.612859e+01 1
#> 1967 132 9.974202e+01 0
#> 1968 132 1.000000e+02 0
#> 1969 133 0.000000e+00 1
#> 1970 133 2.531221e+00 0
#> 1971 133 5.919622e+00 1
#> 1972 133 1.873448e+01 0
#> 1973 133 2.004591e+01 1
#> 1974 133 6.907875e+01 0
#> 1975 133 7.224579e+01 1
#> 1976 133 7.396665e+01 0
#> 1977 133 7.579412e+01 1
#> 1978 133 8.007727e+01 0
#> 1979 133 8.414511e+01 1
#> 1980 133 8.761538e+01 0
#> 1981 133 9.202191e+01 1
#> 1982 133 9.344282e+01 0
#> 1983 133 1.000000e+02 0
#> 1984 134 0.000000e+00 1
#> 1985 134 6.315368e+00 0
#> 1986 134 6.418632e+00 1
#> 1987 134 1.014704e+01 0
#> 1988 134 1.141744e+01 1
#> 1989 134 2.002787e+01 0
#> 1990 134 2.070026e+01 1
#> 1991 134 2.486462e+01 0
#> 1992 134 3.068639e+01 1
#> 1993 134 3.562646e+01 0
#> 1994 134 3.910887e+01 1
#> 1995 134 4.004026e+01 0
#> 1996 134 4.179541e+01 1
#> 1997 134 7.803276e+01 0
#> 1998 134 8.150395e+01 1
#> 1999 134 9.067495e+01 0
#> 2000 134 9.229219e+01 1
#> 2001 134 1.000000e+02 1
#> 2002 135 0.000000e+00 1
#> 2003 135 1.974517e+00 0
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#> 2007 135 2.463072e+01 0
#> 2008 135 2.779764e+01 1
#> 2009 135 4.642755e+01 0
#> 2010 135 5.498126e+01 1
#> 2011 135 7.678523e+01 0
#> 2012 135 7.785726e+01 1
#> 2013 135 8.078641e+01 0
#> 2014 135 9.415490e+01 1
#> 2015 135 9.596047e+01 0
#> 2016 135 1.000000e+02 0
#> 2017 136 0.000000e+00 0
#> 2018 136 1.324670e+01 1
#> 2019 136 3.538686e+01 0
#> 2020 136 5.623425e+01 1
#> 2021 136 6.555176e+01 0
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#> 2028 136 1.000000e+02 0
#> 2029 137 0.000000e+00 1
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#> 7452 490 8.779796e+01 0
#> 7453 490 8.984507e+01 1
#> 7454 490 9.691168e+01 0
#> 7455 490 9.852564e+01 1
#> 7456 490 1.000000e+02 1
#> 7457 491 0.000000e+00 1
#> 7458 491 2.716679e+01 0
#> 7459 491 3.673041e+01 1
#> 7460 491 4.489588e+01 0
#> 7461 491 5.138308e+01 1
#> 7462 491 5.228358e+01 0
#> 7463 491 6.638555e+01 1
#> 7464 491 9.707631e+01 0
#> 7465 491 1.000000e+02 0
#> 7466 492 0.000000e+00 1
#> 7467 492 6.952661e+00 0
#> 7468 492 7.845592e+00 1
#> 7469 492 8.827465e+00 0
#> 7470 492 8.885987e+00 1
#> 7471 492 1.447423e+01 0
#> 7472 492 1.517115e+01 1
#> 7473 492 3.661995e+01 0
#> 7474 492 3.825369e+01 1
#> 7475 492 3.878834e+01 0
#> 7476 492 5.200859e+01 1
#> 7477 492 5.941052e+01 0
#> 7478 492 6.626756e+01 1
#> 7479 492 6.813692e+01 0
#> 7480 492 7.164068e+01 1
#> 7481 492 7.908429e+01 0
#> 7482 492 9.582397e+01 1
#> 7483 492 9.739865e+01 0
#> 7484 492 1.000000e+02 0
#> 7485 493 0.000000e+00 0
#> 7486 493 7.656332e+00 1
#> 7487 493 1.575516e+01 0
#> 7488 493 1.589569e+01 1
#> 7489 493 3.015899e+01 0
#> 7490 493 4.489229e+01 1
#> 7491 493 5.975922e+01 0
#> 7492 493 6.289920e+01 1
#> 7493 493 6.710837e+01 0
#> 7494 493 6.894085e+01 1
#> 7495 493 6.902683e+01 0
#> 7496 493 7.415286e+01 1
#> 7497 493 8.362083e+01 0
#> 7498 493 8.637498e+01 1
#> 7499 493 1.000000e+02 1
#> 7500 494 0.000000e+00 1
#> 7501 494 2.689353e-01 0
#> 7502 494 1.422408e+00 1
#> 7503 494 1.340125e+01 0
#> 7504 494 1.379430e+01 1
#> 7505 494 3.241099e+01 0
#> 7506 494 4.406166e+01 1
#> 7507 494 5.004130e+01 0
#> 7508 494 5.666882e+01 1
#> 7509 494 6.498219e+01 0
#> 7510 494 7.778318e+01 1
#> 7511 494 8.421822e+01 0
#> 7512 494 8.636295e+01 1
#> 7513 494 9.568225e+01 0
#> 7514 494 9.590263e+01 1
#> 7515 494 1.000000e+02 1
#> 7516 495 0.000000e+00 1
#> 7517 495 3.144511e+00 0
#> 7518 495 4.527501e+00 1
#> 7519 495 5.090053e+00 0
#> 7520 495 2.322946e+01 1
#> 7521 495 2.582253e+01 0
#> 7522 495 2.927126e+01 1
#> 7523 495 3.020602e+01 0
#> 7524 495 3.250243e+01 1
#> 7525 495 1.000000e+02 1
#> 7526 496 0.000000e+00 1
#> 7527 496 4.793755e+00 0
#> 7528 496 7.958428e+00 1
#> 7529 496 9.645889e+00 0
#> 7530 496 1.521533e+01 1
#> 7531 496 4.666025e+01 0
#> 7532 496 4.768527e+01 1
#> 7533 496 5.635536e+01 0
#> 7534 496 5.727630e+01 1
#> 7535 496 6.735636e+01 0
#> 7536 496 7.221024e+01 1
#> 7537 496 7.583577e+01 0
#> 7538 496 7.679568e+01 1
#> 7539 496 8.401626e+01 0
#> 7540 496 8.745450e+01 1
#> 7541 496 1.000000e+02 1
#> 7542 497 0.000000e+00 1
#> 7543 497 1.367862e+00 0
#> 7544 497 8.778423e+00 1
#> 7545 497 1.296185e+01 0
#> 7546 497 1.800885e+01 1
#> 7547 497 1.807128e+01 0
#> 7548 497 2.435468e+01 1
#> 7549 497 2.461972e+01 0
#> 7550 497 2.821092e+01 1
#> 7551 497 5.357384e+01 0
#> 7552 497 6.572798e+01 1
#> 7553 497 7.030132e+01 0
#> 7554 497 7.901673e+01 1
#> 7555 497 9.428736e+01 0
#> 7556 497 9.866214e+01 1
#> 7557 497 1.000000e+02 1
#> 7558 498 0.000000e+00 1
#> 7559 498 2.038556e+00 0
#> 7560 498 9.116528e+00 1
#> 7561 498 1.532452e+01 0
#> 7562 498 1.626677e+01 1
#> 7563 498 4.024134e+01 0
#> 7564 498 4.059087e+01 1
#> 7565 498 4.700041e+01 0
#> 7566 498 6.050388e+01 1
#> 7567 498 6.196866e+01 0
#> 7568 498 6.297250e+01 1
#> 7569 498 9.641784e+01 0
#> 7570 498 9.854887e+01 1
#> 7571 498 9.954194e+01 0
#> 7572 498 1.000000e+02 0
#> 7573 499 0.000000e+00 1
#> 7574 499 1.519585e+00 0
#> 7575 499 1.433360e+01 1
#> 7576 499 1.655639e+01 0
#> 7577 499 2.035421e+01 1
#> 7578 499 3.691290e+01 0
#> 7579 499 4.378922e+01 1
#> 7580 499 6.917658e+01 0
#> 7581 499 7.095498e+01 1
#> 7582 499 7.135134e+01 0
#> 7583 499 7.199259e+01 1
#> 7584 499 8.765716e+01 0
#> 7585 499 1.000000e+02 0
#> 7586 500 0.000000e+00 0
#> 7587 500 4.638559e-01 1
#> 7588 500 9.958131e+00 0
#> 7589 500 1.369320e+01 1
#> 7590 500 2.146579e+01 0
#> 7591 500 2.550220e+01 1
#> 7592 500 3.240101e+01 0
#> 7593 500 3.537807e+01 1
#> 7594 500 4.756400e+01 0
#> 7595 500 4.919128e+01 1
#> 7596 500 5.312858e+01 0
#> 7597 500 5.494786e+01 1
#> 7598 500 6.068148e+01 0
#> 7599 500 6.120493e+01 1
#> 7600 500 8.312764e+01 0
#> 7601 500 8.811710e+01 1
#> 7602 500 1.000000e+02 1
generate_X_df_CFD(10, 13, 60, 0.21, 0.13, 0.7)
#> id time state
#> 1 1 13.00000 1
#> 2 1 17.43546 0
#> 3 1 23.76430 1
#> 4 1 24.00720 0
#> 5 1 24.27487 1
#> 6 1 26.70950 0
#> 7 1 28.20582 1
#> 8 1 29.32325 0
#> 9 1 42.30533 1
#> 10 1 42.52959 0
#> 11 1 47.31449 1
#> 12 1 51.00845 0
#> 13 1 52.34661 1
#> 14 1 55.24752 0
#> 15 1 56.14411 1
#> 16 1 60.00000 1
#> 17 2 13.00000 1
#> 18 2 16.68277 0
#> 19 2 19.49675 1
#> 20 2 50.58145 0
#> 21 2 54.59645 1
#> 22 2 60.00000 1
#> 23 3 13.00000 1
#> 24 3 24.75919 0
#> 25 3 31.19411 1
#> 26 3 41.56368 0
#> 27 3 47.12810 1
#> 28 3 59.48081 0
#> 29 3 60.00000 0
#> 30 4 13.00000 1
#> 31 4 19.75004 0
#> 32 4 35.17474 1
#> 33 4 41.15659 0
#> 34 4 41.73705 1
#> 35 4 57.41817 0
#> 36 4 60.00000 0
#> 37 5 13.00000 0
#> 38 5 14.23599 1
#> 39 5 34.21208 0
#> 40 5 40.06459 1
#> 41 5 46.14675 0
#> 42 5 49.14333 1
#> 43 5 58.79441 0
#> 44 5 60.00000 0
#> 45 6 13.00000 1
#> 46 6 16.91500 0
#> 47 6 18.14568 1
#> 48 6 21.37926 0
#> 49 6 55.71739 1
#> 50 6 60.00000 1
#> 51 7 13.00000 1
#> 52 7 21.46414 0
#> 53 7 32.17036 1
#> 54 7 42.66063 0
#> 55 7 45.40535 1
#> 56 7 60.00000 1
#> 57 8 13.00000 1
#> 58 8 13.93336 0
#> 59 8 20.75174 1
#> 60 8 23.10716 0
#> 61 8 28.18913 1
#> 62 8 30.60079 0
#> 63 8 35.24193 1
#> 64 8 49.76365 0
#> 65 8 52.45217 1
#> 66 8 60.00000 1
#> 67 9 13.00000 1
#> 68 9 13.17701 0
#> 69 9 14.12928 1
#> 70 9 22.00960 0
#> 71 9 26.90422 1
#> 72 9 29.09398 0
#> 73 9 36.53708 1
#> 74 9 36.86084 0
#> 75 9 37.33051 1
#> 76 9 38.08873 0
#> 77 9 39.42390 1
#> 78 9 41.69918 0
#> 79 9 46.32980 1
#> 80 9 53.43770 0
#> 81 9 60.00000 0
#> 82 10 13.00000 1
#> 83 10 32.50881 0
#> 84 10 39.75429 1
#> 85 10 42.67747 0
#> 86 10 43.81325 1
#> 87 10 47.40161 0
#> 88 10 47.60291 1
#> 89 10 50.06196 0
#> 90 10 53.12677 1
#> 91 10 57.53110 0
#> 92 10 58.55994 1
#> 93 10 60.00000 1