generate_X_df_test
Usage
generate_X_df_test(
TTRatio = 0.2,
nind = 500,
start = 0,
end = 100,
curve_type = "cat",
lambda_0 = 0.2,
lambda_1 = 0.1,
prob_start = 0.5,
seed = 123
)Arguments
- TTRatio
Train Test ratio, default 0.2
- nind
number of individuals, default 500
- start
first time, default 0
- end
last time, default 100
- curve_type
character, type of wanted synthetic data, default 'cat', need to be \'cat\' or \'num\'.
- 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_test()
#> id time state
#> 1 1 0.0000000 0
#> 2 1 2.8830514 1
#> 3 1 16.1736000 0
#> 4 1 16.3314868 1
#> 5 1 16.8935966 0
#> 6 1 18.4761027 1
#> 7 1 21.6183756 0
#> 8 1 22.3447096 1
#> 9 1 49.6070743 0
#> 10 1 49.7528415 1
#> 11 1 59.8011421 0
#> 12 1 62.2022157 1
#> 13 1 65.0123520 0
#> 14 1 66.8979411 1
#> 15 1 68.7807815 0
#> 16 1 73.0297122 1
#> 17 1 88.6617476 0
#> 18 1 91.0555497 1
#> 19 1 96.9648980 0
#> 20 1 100.0000000 0
#> 21 2 0.0000000 0
#> 22 2 2.5845954 1
#> 23 2 18.0530466 0
#> 24 2 25.6965193 1
#> 25 2 39.2098445 0
#> 26 2 45.9500670 1
#> 27 2 57.6353568 0
#> 28 2 65.6646185 1
#> 29 2 80.6320472 0
#> 30 2 88.4853099 1
#> 31 2 88.8029874 0
#> 32 2 91.7922358 1
#> 33 2 100.0000000 1
#> 34 3 0.0000000 1
#> 35 3 2.5955782 0
#> 36 3 15.5800388 1
#> 37 3 27.8702961 0
#> 38 3 31.8237049 1
#> 39 3 38.1165056 0
#> 40 3 44.3897107 1
#> 41 3 50.2765571 0
#> 42 3 55.9230073 1
#> 43 3 60.1266553 0
#> 44 3 96.1816932 1
#> 45 3 100.0000000 1
#> 46 4 0.0000000 1
#> 47 4 11.0033882 0
#> 48 4 22.2449166 1
#> 49 4 35.8822596 0
#> 50 4 38.7642180 1
#> 51 4 66.0169765 0
#> 52 4 72.5777917 1
#> 53 4 73.4837052 0
#> 54 4 75.0147244 1
#> 55 4 85.6868551 0
#> 56 4 87.2544364 1
#> 57 4 97.0008379 0
#> 58 4 100.0000000 0
#> 59 5 0.0000000 1
#> 60 5 25.7696133 0
#> 61 5 31.0080920 1
#> 62 5 41.2525054 0
#> 63 5 46.3918535 1
#> 64 5 49.2385381 0
#> 65 5 57.0537976 1
#> 66 5 57.4746805 0
#> 67 5 57.9678350 1
#> 68 5 58.9535281 0
#> 69 5 60.3554539 1
#> 70 5 63.3133235 0
#> 71 5 68.1754717 1
#> 72 5 77.4157440 0
#> 73 5 85.6277666 1
#> 74 5 100.0000000 1
#> 75 6 0.0000000 0
#> 76 6 7.6077481 1
#> 77 6 11.4078901 0
#> 78 6 12.6004550 1
#> 79 6 17.2653292 0
#> 80 6 17.4766865 1
#> 81 6 20.6734555 0
#> 82 6 23.8915101 1
#> 83 6 29.6171411 0
#> 84 6 30.6974186 1
#> 85 6 75.6841526 0
#> 86 6 84.9696054 1
#> 87 6 91.8241917 0
#> 88 6 99.0214549 1
#> 89 6 100.0000000 1
#> 90 7 0.0000000 0
#> 91 7 7.3165028 1
#> 92 7 22.6904426 0
#> 93 7 22.7134382 1
#> 94 7 33.8010929 0
#> 95 7 35.3009445 1
#> 96 7 47.2209746 0
#> 97 7 52.7956181 1
#> 98 7 53.4693770 0
#> 99 7 55.8727206 1
#> 100 7 71.5772640 0
#> 101 7 72.8769945 1
#> 102 7 91.4462174 0
#> 103 7 93.7623155 1
#> 104 7 96.1226730 0
#> 105 7 100.0000000 0
#> 106 8 0.0000000 1
#> 107 8 4.0323844 0
#> 108 8 8.7470836 1
#> 109 8 12.9128901 0
#> 110 8 16.6789821 1
#> 111 8 18.5658460 0
#> 112 8 22.9501153 1
#> 113 8 24.8504935 0
#> 114 8 29.7458846 1
#> 115 8 32.9796428 0
#> 116 8 39.5820306 1
#> 117 8 42.7666371 0
#> 118 8 50.7919736 1
#> 119 8 52.2493147 0
#> 120 8 61.2649613 1
#> 121 8 61.5655559 0
#> 122 8 68.0827586 1
#> 123 8 70.0806811 0
#> 124 8 78.8379623 1
#> 125 8 96.4746456 0
#> 126 8 100.0000000 0
#> 127 9 0.0000000 1
#> 128 9 32.9782480 0
#> 129 9 34.9867789 1
#> 130 9 45.9937962 0
#> 131 9 52.6384121 1
#> 132 9 59.0574386 0
#> 133 9 60.0366071 1
#> 134 9 64.6044957 0
#> 135 9 66.4682465 1
#> 136 9 100.0000000 1
#> 137 10 0.0000000 0
#> 138 10 5.4074258 1
#> 139 10 8.3770174 0
#> 140 10 8.7978210 1
#> 141 10 38.3318302 0
#> 142 10 48.1730915 1
#> 143 10 54.8116427 0
#> 144 10 62.8586035 1
#> 145 10 68.9269743 0
#> 146 10 69.3952359 1
#> 147 10 72.6415887 0
#> 148 10 81.4410003 1
#> 149 10 84.1021075 0
#> 150 10 88.8052383 1
#> 151 10 93.2963252 0
#> 152 10 99.7408576 1
#> 153 10 100.0000000 1
#> 154 11 0.0000000 0
#> 155 11 0.9304565 1
#> 156 11 8.5627856 0
#> 157 11 8.8734896 1
#> 158 11 14.5793230 0
#> 159 11 23.2332272 1
#> 160 11 36.3406663 0
#> 161 11 42.8150311 1
#> 162 11 47.4881382 0
#> 163 11 47.6525872 1
#> 164 11 49.1829676 0
#> 165 11 54.3753276 1
#> 166 11 65.1997847 0
#> 167 11 83.9362404 1
#> 168 11 83.9925013 0
#> 169 11 84.0143381 1
#> 170 11 100.0000000 1
#> 171 12 0.0000000 1
#> 172 12 4.7036861 0
#> 173 12 4.9614832 1
#> 174 12 10.1333466 0
#> 175 12 17.5490616 1
#> 176 12 30.3439172 0
#> 177 12 37.4762581 1
#> 178 12 58.6592015 0
#> 179 12 65.7800034 1
#> 180 12 74.6211465 0
#> 181 12 88.0760808 1
#> 182 12 100.0000000 1
#> 183 13 0.0000000 1
#> 184 13 5.0849480 0
#> 185 13 8.2510069 1
#> 186 13 8.9375126 0
#> 187 13 11.7832652 1
#> 188 13 55.4423746 0
#> 189 13 58.2330334 1
#> 190 13 62.8208465 0
#> 191 13 64.1221650 1
#> 192 13 71.1105824 0
#> 193 13 75.9265244 1
#> 194 13 83.2413199 0
#> 195 13 88.8027178 1
#> 196 13 94.8589632 0
#> 197 13 98.2160516 1
#> 198 13 100.0000000 1
#> 199 14 0.0000000 1
#> 200 14 8.7672900 0
#> 201 14 16.5806948 1
#> 202 14 20.6605360 0
#> 203 14 34.3622788 1
#> 204 14 62.8810534 0
#> 205 14 63.0019202 1
#> 206 14 67.7578683 0
#> 207 14 71.0984114 1
#> 208 14 80.6007144 0
#> 209 14 86.2895894 1
#> 210 14 87.1172403 0
#> 211 14 95.3317788 1
#> 212 14 96.9207830 0
#> 213 14 100.0000000 0
#> 214 15 0.0000000 1
#> 215 15 0.3014362 0
#> 216 15 8.7557211 1
#> 217 15 11.1937670 0
#> 218 15 12.3143954 1
#> 219 15 19.0195018 0
#> 220 15 26.7036553 1
#> 221 15 45.9918747 0
#> 222 15 47.0597357 1
#> 223 15 52.7386653 0
#> 224 15 62.4052843 1
#> 225 15 98.4327629 0
#> 226 15 100.0000000 0
#> 227 16 0.0000000 0
#> 228 16 6.9026349 1
#> 229 16 17.5464588 0
#> 230 16 19.1237431 1
#> 231 16 20.5715636 0
#> 232 16 25.2130362 1
#> 233 16 27.7964608 0
#> 234 16 30.4883999 1
#> 235 16 31.2419436 0
#> 236 16 31.8841321 1
#> 237 16 57.8725337 0
#> 238 16 68.2234886 1
#> 239 16 70.2772988 0
#> 240 16 84.1079262 1
#> 241 16 98.6713539 0
#> 242 16 100.0000000 0
#> 243 17 0.0000000 0
#> 244 17 1.3705213 1
#> 245 17 8.8738586 0
#> 246 17 14.1258461 1
#> 247 17 17.7415971 0
#> 248 17 22.5463180 1
#> 249 17 29.1776899 0
#> 250 17 37.0658770 1
#> 251 17 56.2906861 0
#> 252 17 57.4057019 1
#> 253 17 95.8577607 0
#> 254 17 96.8203962 1
#> 255 17 100.0000000 1
#> 256 18 0.0000000 1
#> 257 18 2.5251389 0
#> 258 18 7.0489732 1
#> 259 18 19.5086315 0
#> 260 18 27.8591070 1
#> 261 18 31.7659942 0
#> 262 18 36.8226784 1
#> 263 18 37.5725148 0
#> 264 18 50.9253884 1
#> 265 18 67.6815930 0
#> 266 18 71.8071864 1
#> 267 18 73.4846331 0
#> 268 18 75.8017097 1
#> 269 18 92.9063262 0
#> 270 18 95.3620570 1
#> 271 18 100.0000000 1
#> 272 19 0.0000000 0
#> 273 19 1.7333248 1
#> 274 19 2.2097768 0
#> 275 19 7.6715486 1
#> 276 19 21.9378470 0
#> 277 19 24.5285412 1
#> 278 19 40.7844228 0
#> 279 19 51.7545100 1
#> 280 19 53.4532412 0
#> 281 19 57.3345375 1
#> 282 19 73.1580645 0
#> 283 19 76.2620452 1
#> 284 19 100.0000000 1
#> 285 20 0.0000000 1
#> 286 20 11.5227783 0
#> 287 20 14.9901269 1
#> 288 20 30.3444910 0
#> 289 20 33.4838282 1
#> 290 20 42.7258550 0
#> 291 20 44.6032819 1
#> 292 20 45.4058053 0
#> 293 20 47.1880439 1
#> 294 20 59.9031426 0
#> 295 20 70.9394685 1
#> 296 20 78.4735636 0
#> 297 20 78.6452508 1
#> 298 20 84.3837978 0
#> 299 20 89.9216552 1
#> 300 20 100.0000000 1
#> 301 21 0.0000000 0
#> 302 21 11.7950407 1
#> 303 21 23.3446833 0
#> 304 21 32.3967077 1
#> 305 21 33.1177821 0
#> 306 21 33.1572692 1
#> 307 21 35.5231281 0
#> 308 21 47.5228303 1
#> 309 21 50.2653409 0
#> 310 21 59.0665489 1
#> 311 21 66.4322774 0
#> 312 21 69.5830924 1
#> 313 21 78.5602652 0
#> 314 21 84.3194216 1
#> 315 21 93.7354051 0
#> 316 21 100.0000000 0
#> 317 22 0.0000000 1
#> 318 22 3.5802683 0
#> 319 22 3.6687371 1
#> 320 22 12.7157139 0
#> 321 22 14.2650261 1
#> 322 22 20.5945888 0
#> 323 22 35.7774041 1
#> 324 22 40.5580378 0
#> 325 22 45.9981636 1
#> 326 22 52.5831801 0
#> 327 22 52.9385940 1
#> 328 22 60.8518803 0
#> 329 22 63.8613624 1
#> 330 22 89.3189290 0
#> 331 22 92.6400068 1
#> 332 22 100.0000000 1
#> 333 23 0.0000000 1
#> 334 23 0.5646832 0
#> 335 23 3.5870653 1
#> 336 23 15.9254813 0
#> 337 23 20.9431652 1
#> 338 23 41.2012051 0
#> 339 23 41.8950317 1
#> 340 23 45.5667300 0
#> 341 23 47.2240814 1
#> 342 23 47.8219306 0
#> 343 23 47.9203596 1
#> 344 23 82.9204264 0
#> 345 23 99.4169676 1
#> 346 23 100.0000000 1
#> 347 24 0.0000000 1
#> 348 24 3.0753336 0
#> 349 24 9.4461448 1
#> 350 24 15.6922413 0
#> 351 24 16.1624755 1
#> 352 24 19.9977558 0
#> 353 24 20.8723695 1
#> 354 24 32.7185175 0
#> 355 24 39.4503616 1
#> 356 24 75.8607342 0
#> 357 24 76.5280750 1
#> 358 24 89.0938123 0
#> 359 24 94.9174672 1
#> 360 24 95.9664635 0
#> 361 24 97.6335150 1
#> 362 24 98.0548253 0
#> 363 24 98.3610692 1
#> 364 24 98.5284818 0
#> 365 24 100.0000000 0
#> 366 25 0.0000000 1
#> 367 25 27.9568082 0
#> 368 25 35.6709070 1
#> 369 25 45.3421624 0
#> 370 25 54.2329868 1
#> 371 25 60.2615785 0
#> 372 25 68.0443326 1
#> 373 25 74.4986805 0
#> 374 25 79.5843729 1
#> 375 25 91.4826203 0
#> 376 25 92.7800745 1
#> 377 25 100.0000000 1
#> 378 26 0.0000000 0
#> 379 26 2.0237778 1
#> 380 26 7.1210869 0
#> 381 26 7.2740890 1
#> 382 26 12.7822408 0
#> 383 26 18.7843050 1
#> 384 26 49.9847678 0
#> 385 26 55.7387254 1
#> 386 26 63.6202480 0
#> 387 26 64.6754876 1
#> 388 26 69.8581944 0
#> 389 26 73.3065406 1
#> 390 26 80.9594306 0
#> 391 26 90.4972659 1
#> 392 26 96.8763735 0
#> 393 26 100.0000000 0
#> 394 27 0.0000000 1
#> 395 27 5.9764712 0
#> 396 27 6.2895036 1
#> 397 27 8.8043764 0
#> 398 27 11.2607386 1
#> 399 27 35.7157071 0
#> 400 27 40.1917953 1
#> 401 27 42.4830384 0
#> 402 27 45.0123590 1
#> 403 27 48.3100102 0
#> 404 27 50.6762137 1
#> 405 27 51.0670255 0
#> 406 27 51.0961085 1
#> 407 27 62.0493713 0
#> 408 27 65.5049325 1
#> 409 27 71.6336358 0
#> 410 27 82.8462232 1
#> 411 27 100.0000000 1
#> 412 28 0.0000000 1
#> 413 28 16.4363696 0
#> 414 28 17.9069431 1
#> 415 28 35.6513064 0
#> 416 28 54.4036689 1
#> 417 28 54.8299458 0
#> 418 28 67.1293850 1
#> 419 28 75.3809506 0
#> 420 28 82.2553846 1
#> 421 28 84.0009470 0
#> 422 28 87.0678913 1
#> 423 28 100.0000000 1
#> 424 29 0.0000000 0
#> 425 29 5.9428873 1
#> 426 29 12.5673269 0
#> 427 29 14.4756190 1
#> 428 29 14.9223344 0
#> 429 29 23.6817364 1
#> 430 29 30.8889465 0
#> 431 29 32.2369516 1
#> 432 29 33.0281699 0
#> 433 29 40.5637837 1
#> 434 29 48.8437266 0
#> 435 29 49.6740326 1
#> 436 29 66.7390475 0
#> 437 29 79.8403441 1
#> 438 29 89.2377672 0
#> 439 29 92.9061525 1
#> 440 29 100.0000000 1
#> 441 30 0.0000000 1
#> 442 30 10.3149903 0
#> 443 30 11.6328790 1
#> 444 30 12.5614041 0
#> 445 30 18.5560299 1
#> 446 30 37.2888147 0
#> 447 30 42.5596527 1
#> 448 30 45.7520794 0
#> 449 30 48.0456887 1
#> 450 30 55.0026977 0
#> 451 30 55.3766051 1
#> 452 30 59.5900247 0
#> 453 30 61.7137571 1
#> 454 30 100.0000000 1
#> 455 31 0.0000000 0
#> 456 31 2.2435338 1
#> 457 31 19.8844851 0
#> 458 31 24.6664768 1
#> 459 31 30.7516024 0
#> 460 31 30.7557322 1
#> 461 31 46.4868672 0
#> 462 31 63.2480983 1
#> 463 31 65.1951680 0
#> 464 31 70.0874728 1
#> 465 31 70.6460528 0
#> 466 31 73.6002730 1
#> 467 31 95.4239039 0
#> 468 31 97.3741109 1
#> 469 31 99.1028656 0
#> 470 31 100.0000000 0
#> 471 32 0.0000000 0
#> 472 32 0.5743758 1
#> 473 32 7.7602629 0
#> 474 32 17.8414872 1
#> 475 32 18.1171100 0
#> 476 32 26.7199604 1
#> 477 32 28.1070141 0
#> 478 32 35.8045786 1
#> 479 32 51.3242232 0
#> 480 32 58.0356213 1
#> 481 32 61.6958270 0
#> 482 32 63.2301052 1
#> 483 32 67.9150177 0
#> 484 32 70.9900088 1
#> 485 32 85.0981059 0
#> 486 32 88.5794125 1
#> 487 32 98.7727640 0
#> 488 32 100.0000000 0
#> 489 33 0.0000000 1
#> 490 33 6.1722409 0
#> 491 33 9.8140008 1
#> 492 33 16.2033436 0
#> 493 33 38.5967419 1
#> 494 33 58.7330536 0
#> 495 33 77.0675627 1
#> 496 33 85.3243423 0
#> 497 33 87.2046136 1
#> 498 33 100.0000000 1
#> 499 34 0.0000000 0
#> 500 34 13.6941331 1
#> 501 34 21.8482119 0
#> 502 34 27.5432722 1
#> 503 34 34.8445376 0
#> 504 34 38.7305704 1
#> 505 34 71.4944354 0
#> 506 34 75.2160974 1
#> 507 34 78.5281073 0
#> 508 34 80.2045097 1
#> 509 34 100.0000000 1
#> 510 35 0.0000000 1
#> 511 35 11.4619345 0
#> 512 35 11.9443775 1
#> 513 35 20.6762202 0
#> 514 35 27.6510034 1
#> 515 35 29.4490359 0
#> 516 35 30.0657920 1
#> 517 35 33.8402144 0
#> 518 35 38.5313665 1
#> 519 35 40.6431033 0
#> 520 35 40.9060041 1
#> 521 35 70.9855108 0
#> 522 35 95.5025459 1
#> 523 35 100.0000000 1
#> 524 36 0.0000000 0
#> 525 36 2.2084035 1
#> 526 36 5.5385178 0
#> 527 36 6.2592551 1
#> 528 36 10.3355141 0
#> 529 36 11.9077247 1
#> 530 36 20.4132823 0
#> 531 36 33.5896464 1
#> 532 36 37.8367219 0
#> 533 36 49.1445734 1
#> 534 36 49.2082040 0
#> 535 36 56.3414596 1
#> 536 36 66.3222573 0
#> 537 36 68.5862462 1
#> 538 36 71.6086983 0
#> 539 36 71.8691316 1
#> 540 36 72.1627535 0
#> 541 36 73.6371749 1
#> 542 36 82.4457963 0
#> 543 36 90.6690795 1
#> 544 36 100.0000000 1
#> 545 37 0.0000000 0
#> 546 37 8.7222338 1
#> 547 37 13.9619403 0
#> 548 37 14.2358897 1
#> 549 37 14.3262832 0
#> 550 37 16.2582722 1
#> 551 37 17.0019821 0
#> 552 37 17.5169687 1
#> 553 37 22.4238055 0
#> 554 37 23.4556351 1
#> 555 37 30.7641737 0
#> 556 37 39.6560541 1
#> 557 37 43.0481250 0
#> 558 37 43.5133529 1
#> 559 37 49.7426261 0
#> 560 37 52.3342941 1
#> 561 37 89.8354715 0
#> 562 37 95.9192814 1
#> 563 37 100.0000000 1
#> 564 38 0.0000000 1
#> 565 38 3.7610053 0
#> 566 38 4.5966339 1
#> 567 38 7.9631068 0
#> 568 38 8.0762528 1
#> 569 38 13.3312646 0
#> 570 38 13.5788285 1
#> 571 38 69.3924162 0
#> 572 38 71.2341406 1
#> 573 38 83.5230792 0
#> 574 38 88.3798797 1
#> 575 38 94.5476048 0
#> 576 38 100.0000000 0
#> 577 39 0.0000000 0
#> 578 39 2.3722493 1
#> 579 39 13.2243233 0
#> 580 39 13.7711416 1
#> 581 39 28.6135746 0
#> 582 39 31.4628901 1
#> 583 39 32.8775750 0
#> 584 39 33.8412046 1
#> 585 39 34.9411488 0
#> 586 39 35.0232473 1
#> 587 39 37.7207705 0
#> 588 39 50.5520438 1
#> 589 39 67.3597242 0
#> 590 39 73.9337900 1
#> 591 39 84.5378396 0
#> 592 39 91.3087246 1
#> 593 39 100.0000000 1
#> 594 40 0.0000000 1
#> 595 40 16.3328757 0
#> 596 40 16.4852524 1
#> 597 40 16.9098925 0
#> 598 40 23.5745469 1
#> 599 40 33.6224078 0
#> 600 40 34.8550217 1
#> 601 40 49.9161998 0
#> 602 40 51.8163954 1
#> 603 40 75.9266152 0
#> 604 40 78.7463043 1
#> 605 40 100.0000000 1
#> 606 41 0.0000000 1
#> 607 41 7.7078097 0
#> 608 41 11.8305539 1
#> 609 41 14.6949851 0
#> 610 41 14.7192399 1
#> 611 41 28.4125407 0
#> 612 41 34.3448151 1
#> 613 41 36.8870291 0
#> 614 41 37.3648098 1
#> 615 41 53.4881437 0
#> 616 41 63.0721029 1
#> 617 41 70.6081329 0
#> 618 41 71.3296197 1
#> 619 41 84.2678586 0
#> 620 41 84.9225124 1
#> 621 41 91.5149900 0
#> 622 41 92.9361282 1
#> 623 41 100.0000000 1
#> 624 42 0.0000000 1
#> 625 42 22.6910237 0
#> 626 42 31.0298880 1
#> 627 42 34.3423470 0
#> 628 42 37.0792682 1
#> 629 42 45.8267432 0
#> 630 42 56.4741999 1
#> 631 42 65.7688487 0
#> 632 42 75.1059332 1
#> 633 42 75.2458878 0
#> 634 42 93.7156971 1
#> 635 42 99.1894179 0
#> 636 42 99.7860687 1
#> 637 42 100.0000000 1
#> 638 43 0.0000000 0
#> 639 43 4.0502121 1
#> 640 43 15.0405152 0
#> 641 43 21.4014308 1
#> 642 43 27.6261778 0
#> 643 43 32.4631756 1
#> 644 43 34.0921224 0
#> 645 43 38.4894600 1
#> 646 43 55.4547235 0
#> 647 43 62.5977207 1
#> 648 43 65.0322404 0
#> 649 43 65.5121832 1
#> 650 43 81.3146639 0
#> 651 43 81.9101226 1
#> 652 43 91.9450230 0
#> 653 43 94.1408958 1
#> 654 43 100.0000000 1
#> 655 44 0.0000000 0
#> 656 44 6.2916377 1
#> 657 44 54.6589850 0
#> 658 44 57.1156906 1
#> 659 44 63.6500004 0
#> 660 44 65.5194556 1
#> 661 44 73.5085227 0
#> 662 44 75.1005020 1
#> 663 44 90.9615546 0
#> 664 44 99.8147480 1
#> 665 44 100.0000000 1
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#> 1311 90 7.7533004 1
#> 1312 90 21.7865611 0
#> 1313 90 23.2957598 1
#> 1314 90 24.4363362 0
#> 1315 90 31.8896055 1
#> 1316 90 47.7302353 0
#> 1317 90 49.4947078 1
#> 1318 90 50.7370309 0
#> 1319 90 57.0138257 1
#> 1320 90 57.3220234 0
#> 1321 90 59.3592511 1
#> 1322 90 77.6925555 0
#> 1323 90 83.2576304 1
#> 1324 90 100.0000000 1
#> 1325 91 0.0000000 0
#> 1326 91 13.3389452 1
#> 1327 91 21.4763401 0
#> 1328 91 27.6910800 1
#> 1329 91 30.3742557 0
#> 1330 91 32.4448918 1
#> 1331 91 42.4170964 0
#> 1332 91 42.9753508 1
#> 1333 91 54.6693123 0
#> 1334 91 59.1794034 1
#> 1335 91 67.7227152 0
#> 1336 91 74.2348956 1
#> 1337 91 75.0973145 0
#> 1338 91 76.0093173 1
#> 1339 91 76.3235632 0
#> 1340 91 84.3752970 1
#> 1341 91 92.5982733 0
#> 1342 91 95.8060719 1
#> 1343 91 100.0000000 1
#> 1344 92 0.0000000 0
#> 1345 92 3.4241193 1
#> 1346 92 34.0139403 0
#> 1347 92 36.9326699 1
#> 1348 92 36.9930944 0
#> 1349 92 40.5565021 1
#> 1350 92 47.4661532 0
#> 1351 92 49.9303073 1
#> 1352 92 57.4230097 0
#> 1353 92 59.8821465 1
#> 1354 92 63.3137959 0
#> 1355 92 72.1273770 1
#> 1356 92 75.5217064 0
#> 1357 92 78.2287000 1
#> 1358 92 81.9455466 0
#> 1359 92 82.8592377 1
#> 1360 92 95.9216382 0
#> 1361 92 100.0000000 0
#> 1362 93 0.0000000 1
#> 1363 93 4.3344094 0
#> 1364 93 7.2176580 1
#> 1365 93 43.5972577 0
#> 1366 93 52.5083352 1
#> 1367 93 54.4813146 0
#> 1368 93 66.3296281 1
#> 1369 93 70.4759469 0
#> 1370 93 71.1126347 1
#> 1371 93 79.3564228 0
#> 1372 93 85.6632941 1
#> 1373 93 89.1178574 0
#> 1374 93 97.5365159 1
#> 1375 93 100.0000000 1
#> 1376 94 0.0000000 0
#> 1377 94 1.3992514 1
#> 1378 94 2.6801002 0
#> 1379 94 7.2565665 1
#> 1380 94 14.8283995 0
#> 1381 94 16.1534074 1
#> 1382 94 22.7685641 0
#> 1383 94 39.8484061 1
#> 1384 94 40.0015029 0
#> 1385 94 40.6404470 1
#> 1386 94 43.9122371 0
#> 1387 94 48.8788067 1
#> 1388 94 57.5117074 0
#> 1389 94 77.0266459 1
#> 1390 94 77.5491488 0
#> 1391 94 79.0199342 1
#> 1392 94 84.6405738 0
#> 1393 94 89.1044275 1
#> 1394 94 97.6140109 0
#> 1395 94 98.4327523 1
#> 1396 94 100.0000000 1
#> 1397 95 0.0000000 0
#> 1398 95 16.2475090 1
#> 1399 95 17.1210629 0
#> 1400 95 18.9240174 1
#> 1401 95 56.3485989 0
#> 1402 95 64.7984163 1
#> 1403 95 65.8600249 0
#> 1404 95 72.8973640 1
#> 1405 95 79.4326929 0
#> 1406 95 83.0722915 1
#> 1407 95 94.3966140 0
#> 1408 95 95.6826209 1
#> 1409 95 96.2346071 0
#> 1410 95 100.0000000 0
#> 1411 96 0.0000000 1
#> 1412 96 24.5719042 0
#> 1413 96 32.1914162 1
#> 1414 96 45.9953727 0
#> 1415 96 46.8209139 1
#> 1416 96 51.1119973 0
#> 1417 96 55.1636829 1
#> 1418 96 57.5850857 0
#> 1419 96 59.8126910 1
#> 1420 96 78.8929277 0
#> 1421 96 79.5800827 1
#> 1422 96 83.0107093 0
#> 1423 96 84.1390132 1
#> 1424 96 100.0000000 1
#> 1425 97 0.0000000 0
#> 1426 97 1.3762142 1
#> 1427 97 3.5683544 0
#> 1428 97 6.7512761 1
#> 1429 97 28.9431266 0
#> 1430 97 29.8117220 1
#> 1431 97 33.7131216 0
#> 1432 97 33.9960030 1
#> 1433 97 45.7083352 0
#> 1434 97 47.6930593 1
#> 1435 97 56.2243692 0
#> 1436 97 67.9569304 1
#> 1437 97 75.1956252 0
#> 1438 97 75.7364302 1
#> 1439 97 100.0000000 1
#> 1440 98 0.0000000 0
#> 1441 98 1.3639339 1
#> 1442 98 5.7034093 0
#> 1443 98 8.4720334 1
#> 1444 98 30.9798193 0
#> 1445 98 44.2768967 1
#> 1446 98 50.6639121 0
#> 1447 98 52.1632986 1
#> 1448 98 68.5342715 0
#> 1449 98 69.1208147 1
#> 1450 98 91.6540006 0
#> 1451 98 92.3162900 1
#> 1452 98 100.0000000 1
#> 1453 99 0.0000000 0
#> 1454 99 6.1652222 1
#> 1455 99 14.3908961 0
#> 1456 99 16.6906793 1
#> 1457 99 23.8831059 0
#> 1458 99 32.2784570 1
#> 1459 99 36.5532091 0
#> 1460 99 45.1573275 1
#> 1461 99 52.6026794 0
#> 1462 99 57.4667905 1
#> 1463 99 60.7528300 0
#> 1464 99 63.0333436 1
#> 1465 99 64.4620626 0
#> 1466 99 65.1739102 1
#> 1467 99 73.8213716 0
#> 1468 99 73.8696897 1
#> 1469 99 73.9254294 0
#> 1470 99 74.4093030 1
#> 1471 99 75.6536650 0
#> 1472 99 78.5972670 1
#> 1473 99 97.9723201 0
#> 1474 99 100.0000000 0
#> 1475 100 0.0000000 1
#> 1476 100 44.5369692 0
#> 1477 100 48.1417225 1
#> 1478 100 61.4977173 0
#> 1479 100 71.8284811 1
#> 1480 100 72.7322193 0
#> 1481 100 74.1861480 1
#> 1482 100 78.4123406 0
#> 1483 100 88.1259701 1
#> 1484 100 97.5537864 0
#> 1485 100 100.0000000 0
#> 1486 101 0.0000000 0
#> 1487 101 0.5596051 1
#> 1488 101 47.6240285 0
#> 1489 101 47.9730724 1
#> 1490 101 57.2558662 0
#> 1491 101 58.0556473 1
#> 1492 101 64.6491433 0
#> 1493 101 69.8072421 1
#> 1494 101 82.0194738 0
#> 1495 101 83.0763731 1
#> 1496 101 90.7652322 0
#> 1497 101 93.2689912 1
#> 1498 101 99.1797636 0
#> 1499 101 100.0000000 0
#> 1500 102 0.0000000 0
#> 1501 102 2.4341483 1
#> 1502 102 24.1701923 0
#> 1503 102 24.4903986 1
#> 1504 102 45.6731155 0
#> 1505 102 47.2991652 1
#> 1506 102 61.2675447 0
#> 1507 102 64.6010925 1
#> 1508 102 72.0076530 0
#> 1509 102 87.0767885 1
#> 1510 102 93.1611541 0
#> 1511 102 98.4322045 1
#> 1512 102 100.0000000 1
#> 1513 103 0.0000000 1
#> 1514 103 4.5388566 0
#> 1515 103 8.0851385 1
#> 1516 103 10.9142497 0
#> 1517 103 15.0626011 1
#> 1518 103 16.4431727 0
#> 1519 103 30.7474351 1
#> 1520 103 57.4136207 0
#> 1521 103 64.2640132 1
#> 1522 103 97.1381692 0
#> 1523 103 100.0000000 0
#> 1524 104 0.0000000 1
#> 1525 104 10.3886586 0
#> 1526 104 14.4403191 1
#> 1527 104 24.1839052 0
#> 1528 104 32.1897328 1
#> 1529 104 39.3015146 0
#> 1530 104 39.8156687 1
#> 1531 104 42.3375049 0
#> 1532 104 45.9446443 1
#> 1533 104 50.0881192 0
#> 1534 104 52.5121714 1
#> 1535 104 59.9378989 0
#> 1536 104 60.6640970 1
#> 1537 104 65.5744906 0
#> 1538 104 66.5956166 1
#> 1539 104 81.7998554 0
#> 1540 104 84.1080585 1
#> 1541 104 93.6291443 0
#> 1542 104 95.3063237 1
#> 1543 104 100.0000000 1
#> 1544 105 0.0000000 1
#> 1545 105 0.5481510 0
#> 1546 105 8.8039847 1
#> 1547 105 16.5202066 0
#> 1548 105 23.8332870 1
#> 1549 105 42.0431329 0
#> 1550 105 47.3439651 1
#> 1551 105 57.4796924 0
#> 1552 105 60.1870660 1
#> 1553 105 62.8868493 0
#> 1554 105 65.6304862 1
#> 1555 105 83.8013629 0
#> 1556 105 90.1951443 1
#> 1557 105 90.7327142 0
#> 1558 105 91.0260653 1
#> 1559 105 94.8344665 0
#> 1560 105 96.4840019 1
#> 1561 105 96.4929646 0
#> 1562 105 96.8115626 1
#> 1563 105 100.0000000 1
#> 1564 106 0.0000000 1
#> 1565 106 1.0655726 0
#> 1566 106 3.3631599 1
#> 1567 106 8.5532185 0
#> 1568 106 10.1614134 1
#> 1569 106 12.8631893 0
#> 1570 106 17.0047735 1
#> 1571 106 33.2996125 0
#> 1572 106 33.4945733 1
#> 1573 106 46.9396328 0
#> 1574 106 50.2118023 1
#> 1575 106 51.4737199 0
#> 1576 106 55.6060853 1
#> 1577 106 71.6460636 0
#> 1578 106 76.6156808 1
#> 1579 106 83.2837150 0
#> 1580 106 100.0000000 0
#> 1581 107 0.0000000 0
#> 1582 107 12.2894454 1
#> 1583 107 18.7495873 0
#> 1584 107 23.5856593 1
#> 1585 107 30.7326364 0
#> 1586 107 50.4887971 1
#> 1587 107 73.6863078 0
#> 1588 107 79.3826656 1
#> 1589 107 84.6108401 0
#> 1590 107 87.0436565 1
#> 1591 107 100.0000000 1
#> 1592 108 0.0000000 1
#> 1593 108 15.3192979 0
#> 1594 108 20.7428661 1
#> 1595 108 21.4045269 0
#> 1596 108 27.5596424 1
#> 1597 108 28.4794086 0
#> 1598 108 31.4466880 1
#> 1599 108 33.9935552 0
#> 1600 108 47.7073230 1
#> 1601 108 66.9296674 0
#> 1602 108 70.3507717 1
#> 1603 108 82.6698034 0
#> 1604 108 87.0742181 1
#> 1605 108 100.0000000 1
#> 1606 109 0.0000000 1
#> 1607 109 13.9054722 0
#> 1608 109 22.1568077 1
#> 1609 109 24.9260582 0
#> 1610 109 34.3027525 1
#> 1611 109 37.5929261 0
#> 1612 109 37.7131846 1
#> 1613 109 42.5455814 0
#> 1614 109 47.7415779 1
#> 1615 109 71.3244525 0
#> 1616 109 73.7270654 1
#> 1617 109 91.3956155 0
#> 1618 109 92.2604697 1
#> 1619 109 100.0000000 1
#> 1620 110 0.0000000 1
#> 1621 110 0.1973931 0
#> 1622 110 7.7036968 1
#> 1623 110 39.8107316 0
#> 1624 110 41.5064158 1
#> 1625 110 46.4319592 0
#> 1626 110 53.5169192 1
#> 1627 110 57.7808036 0
#> 1628 110 62.2160148 1
#> 1629 110 100.0000000 1
#> 1630 111 0.0000000 0
#> 1631 111 0.9036679 1
#> 1632 111 2.5473211 0
#> 1633 111 13.7280621 1
#> 1634 111 19.7737361 0
#> 1635 111 19.8129925 1
#> 1636 111 36.1901235 0
#> 1637 111 38.2822101 1
#> 1638 111 69.4714447 0
#> 1639 111 71.0431550 1
#> 1640 111 86.7982336 0
#> 1641 111 95.8599535 1
#> 1642 111 100.0000000 1
#> 1643 112 0.0000000 1
#> 1644 112 13.5391137 0
#> 1645 112 13.9607321 1
#> 1646 112 21.1083566 0
#> 1647 112 29.6659566 1
#> 1648 112 35.6435708 0
#> 1649 112 43.2705641 1
#> 1650 112 65.9755142 0
#> 1651 112 84.7507638 1
#> 1652 112 94.9017933 0
#> 1653 112 99.5866045 1
#> 1654 112 100.0000000 1
#> 1655 113 0.0000000 1
#> 1656 113 14.3086301 0
#> 1657 113 14.7306524 1
#> 1658 113 16.4149373 0
#> 1659 113 17.9983714 1
#> 1660 113 19.3435453 0
#> 1661 113 23.0721525 1
#> 1662 113 25.6790075 0
#> 1663 113 35.4244906 1
#> 1664 113 38.3156192 0
#> 1665 113 39.5060033 1
#> 1666 113 61.0763218 0
#> 1667 113 61.8426644 1
#> 1668 113 65.0135136 0
#> 1669 113 65.6797127 1
#> 1670 113 66.4070475 0
#> 1671 113 69.1060953 1
#> 1672 113 86.3427245 0
#> 1673 113 97.1499084 1
#> 1674 113 100.0000000 1
#> 1675 114 0.0000000 0
#> 1676 114 1.7860310 1
#> 1677 114 6.9605487 0
#> 1678 114 8.7941448 1
#> 1679 114 10.0609877 0
#> 1680 114 22.9398091 1
#> 1681 114 70.0464583 0
#> 1682 114 81.6654178 1
#> 1683 114 100.0000000 1
#> 1684 115 0.0000000 0
#> 1685 115 0.2867802 1
#> 1686 115 4.9930605 0
#> 1687 115 15.7487618 1
#> 1688 115 24.3009763 0
#> 1689 115 28.1772089 1
#> 1690 115 32.8289989 0
#> 1691 115 37.2945802 1
#> 1692 115 40.5634884 0
#> 1693 115 46.5305972 1
#> 1694 115 49.9490680 0
#> 1695 115 56.6692952 1
#> 1696 115 60.8956999 0
#> 1697 115 64.9829549 1
#> 1698 115 69.7570445 0
#> 1699 115 70.5062590 1
#> 1700 115 100.0000000 1
#> 1701 116 0.0000000 0
#> 1702 116 4.8638205 1
#> 1703 116 5.3172906 0
#> 1704 116 16.7842958 1
#> 1705 116 21.4310317 0
#> 1706 116 29.0221579 1
#> 1707 116 33.0696088 0
#> 1708 116 54.8445318 1
#> 1709 116 60.5356735 0
#> 1710 116 60.9195993 1
#> 1711 116 64.4065645 0
#> 1712 116 69.2623569 1
#> 1713 116 70.5960599 0
#> 1714 116 72.1331173 1
#> 1715 116 80.4909783 0
#> 1716 116 80.9717221 1
#> 1717 116 88.0203310 0
#> 1718 116 99.3060323 1
#> 1719 116 100.0000000 1
#> 1720 117 0.0000000 1
#> 1721 117 10.2512264 0
#> 1722 117 12.2961049 1
#> 1723 117 14.9783629 0
#> 1724 117 18.2518335 1
#> 1725 117 18.5597092 0
#> 1726 117 19.9095417 1
#> 1727 117 32.3170646 0
#> 1728 117 34.5027329 1
#> 1729 117 35.3425514 0
#> 1730 117 38.2418700 1
#> 1731 117 54.7229855 0
#> 1732 117 55.7633385 1
#> 1733 117 57.0537038 0
#> 1734 117 58.9981368 1
#> 1735 117 65.2810106 0
#> 1736 117 70.0289464 1
#> 1737 117 70.2814318 0
#> 1738 117 72.6972501 1
#> 1739 117 75.5107921 0
#> 1740 117 77.6424631 1
#> 1741 117 81.6424844 0
#> 1742 117 84.1242140 1
#> 1743 117 91.5295915 0
#> 1744 117 95.5192605 1
#> 1745 117 100.0000000 1
#> 1746 118 0.0000000 1
#> 1747 118 7.7772991 0
#> 1748 118 11.3701855 1
#> 1749 118 14.0726327 0
#> 1750 118 16.9087177 1
#> 1751 118 37.3681616 0
#> 1752 118 52.3800446 1
#> 1753 118 57.7355299 0
#> 1754 118 59.2660238 1
#> 1755 118 59.2903946 0
#> 1756 118 60.7274351 1
#> 1757 118 87.3734683 0
#> 1758 118 100.0000000 0
#> 1759 119 0.0000000 1
#> 1760 119 9.9292901 0
#> 1761 119 13.7284162 1
#> 1762 119 31.0381640 0
#> 1763 119 31.9482970 1
#> 1764 119 32.2520936 0
#> 1765 119 33.5871699 1
#> 1766 119 34.4126795 0
#> 1767 119 49.8100007 1
#> 1768 119 67.3209428 0
#> 1769 119 87.0587134 1
#> 1770 119 99.5865815 0
#> 1771 119 100.0000000 0
#> 1772 120 0.0000000 1
#> 1773 120 7.4910021 0
#> 1774 120 9.6600637 1
#> 1775 120 17.9285258 0
#> 1776 120 20.9510548 1
#> 1777 120 23.5354420 0
#> 1778 120 24.6038744 1
#> 1779 120 29.2377576 0
#> 1780 120 31.1878433 1
#> 1781 120 40.2376633 0
#> 1782 120 42.4204856 1
#> 1783 120 46.7633635 0
#> 1784 120 48.3951254 1
#> 1785 120 52.4569654 0
#> 1786 120 62.0938711 1
#> 1787 120 64.0554354 0
#> 1788 120 66.7271406 1
#> 1789 120 81.2294368 0
#> 1790 120 83.5998492 1
#> 1791 120 88.2029540 0
#> 1792 120 95.0691234 1
#> 1793 120 100.0000000 1
#> 1794 121 0.0000000 0
#> 1795 121 12.8975471 1
#> 1796 121 17.9790141 0
#> 1797 121 23.7713082 1
#> 1798 121 25.1340358 0
#> 1799 121 31.2601980 1
#> 1800 121 51.3822376 0
#> 1801 121 51.7348915 1
#> 1802 121 64.1002532 0
#> 1803 121 64.3201491 1
#> 1804 121 81.5242157 0
#> 1805 121 83.0578349 1
#> 1806 121 100.0000000 1
#> 1807 122 0.0000000 0
#> 1808 122 16.1675148 1
#> 1809 122 18.5681887 0
#> 1810 122 19.2470195 1
#> 1811 122 19.4690695 0
#> 1812 122 23.2124867 1
#> 1813 122 42.1959627 0
#> 1814 122 44.6569214 1
#> 1815 122 52.8877060 0
#> 1816 122 53.0570677 1
#> 1817 122 60.4605581 0
#> 1818 122 63.1326572 1
#> 1819 122 75.5026291 0
#> 1820 122 79.5398272 1
#> 1821 122 100.0000000 1
#> 1822 123 0.0000000 1
#> 1823 123 7.9166720 0
#> 1824 123 11.2550295 1
#> 1825 123 47.4974355 0
#> 1826 123 54.7833120 1
#> 1827 123 73.8951296 0
#> 1828 123 84.0641927 1
#> 1829 123 93.3966616 0
#> 1830 123 100.0000000 0
#> 1831 124 0.0000000 1
#> 1832 124 1.6982675 0
#> 1833 124 7.0453101 1
#> 1834 124 13.3244409 0
#> 1835 124 17.4538560 1
#> 1836 124 24.3706772 0
#> 1837 124 31.7830244 1
#> 1838 124 32.2482691 0
#> 1839 124 34.0496187 1
#> 1840 124 54.3787159 0
#> 1841 124 55.6933520 1
#> 1842 124 74.2364877 0
#> 1843 124 75.8285639 1
#> 1844 124 80.5224221 0
#> 1845 124 86.8710887 1
#> 1846 124 90.2080932 0
#> 1847 124 91.6366946 1
#> 1848 124 100.0000000 1
#> 1849 125 0.0000000 0
#> 1850 125 14.0769026 1
#> 1851 125 17.0190161 0
#> 1852 125 25.0168876 1
#> 1853 125 38.1821237 0
#> 1854 125 40.4072130 1
#> 1855 125 70.4229065 0
#> 1856 125 73.8275000 1
#> 1857 125 76.4888785 0
#> 1858 125 77.9513545 1
#> 1859 125 90.5354701 0
#> 1860 125 100.0000000 0
generate_X_df_test(TTRatio = 0.4, nind=8, start=0, end=10, curve_type = 'num')
#> id time value
#> 1 1 0.0 147.4760197
#> 2 1 0.1 -206.8425472
#> 3 1 0.2 153.3191491
#> 4 1 0.3 -12.6567023
#> 5 1 0.4 -13.7926365
#> 6 1 0.5 23.0268199
#> 7 1 0.6 157.8934385
#> 8 1 0.7 -212.1930889
#> 9 1 0.8 208.0288531
#> 10 1 0.9 61.9795502
#> 11 1 1.0 310.8704148
#> 12 1 1.1 67.2987711
#> 13 1 1.2 28.9358631
#> 14 1 1.3 -129.5009438
#> 15 1 1.4 158.6479545
#> 16 1 1.5 100.8150356
#> 17 1 1.6 -7.6913174
#> 18 1 1.7 -97.4332008
#> 19 1 1.8 -91.2835687
#> 20 1 1.9 -27.7184062
#> 21 1 2.0 -42.4609169
#> 22 1 2.1 -134.9023275
#> 23 1 2.2 -11.9577089
#> 24 1 2.3 130.1508604
#> 25 1 2.4 -19.4951761
#> 26 1 2.5 -145.0449583
#> 27 1 2.6 -102.4249067
#> 28 1 2.7 82.4420304
#> 29 1 2.8 -41.2225571
#> 30 1 2.9 -163.2160613
#> 31 1 3.0 -75.6863225
#> 32 1 3.1 -17.8800717
#> 33 1 3.2 107.0856756
#> 34 1 3.3 -20.6170619
#> 35 1 3.4 38.5643459
#> 36 1 3.5 -398.9574002
#> 37 1 3.6 -96.9159202
#> 38 1 3.7 33.2789371
#> 39 1 3.8 -152.0627537
#> 40 1 3.9 51.5443286
#> 41 1 4.0 96.5583185
#> 42 1 4.1 -21.9776592
#> 43 1 4.2 151.1213048
#> 44 1 4.3 -116.6236843
#> 45 1 4.4 46.8019112
#> 46 1 4.5 48.0988953
#> 47 1 4.6 -110.4969022
#> 48 1 4.7 -163.6061412
#> 49 1 4.8 2.2647885
#> 50 1 4.9 -54.3361097
#> 51 1 5.0 206.7737152
#> 52 1 5.1 150.1195127
#> 53 1 5.2 33.0897327
#> 54 1 5.3 -129.7700993
#> 55 1 5.4 -64.6950541
#> 56 1 5.5 199.1462518
#> 57 1 5.6 -132.0035807
#> 58 1 5.7 207.1029326
#> 59 1 5.8 -29.8640190
#> 60 1 5.9 -57.5992781
#> 61 1 6.0 -94.9613411
#> 62 1 6.1 264.6802057
#> 63 1 6.2 -163.7611701
#> 64 1 6.3 61.4791562
#> 65 1 6.4 152.3870033
#> 66 1 6.5 78.7529066
#> 67 1 6.6 51.5206778
#> 68 1 6.7 98.5651809
#> 69 1 6.8 -17.6838355
#> 70 1 6.9 -26.9872225
#> 71 1 7.0 -109.5307376
#> 72 1 7.1 -89.0468833
#> 73 1 7.2 -174.1547041
#> 74 1 7.3 77.7061106
#> 75 1 7.4 0.8493831
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