Description Usage Arguments Value Author(s) See Also Examples
Calculate predicted values for fitted probit
models.
1 2 |
object |
a fitted object of class |
newdata |
optionally, a data frame in which to look for variables with which to predict. If omitted, the fitted linear predictors or the fitted response values are returned. |
type |
the type of prediction.
If this argument is |
... |
further arguments (currently ignored). |
A numeric vector of the predicted values.
Arne Henningsen and the R Core Team (the code of predict.probit
is partly based on the code of predict.lm
and predict.glm
).
probit
, predict
,
predict.glm
, residuals.probit
,
and probit-methods
.
1 2 3 4 5 6 7 8 | ## female labour force participation probability
data( "Mroz87" )
m <- probit( lfp ~ kids5 + kids618 + educ + hushrs +
huseduc + huswage + mtr + motheduc, data=Mroz87 )
predict( m ) # equal to linearPredictors(m)
predict( m, type = "response" ) # equal to fitted(m)
predict( m, newdata = Mroz87[ 3:9, ] ) # equal to linearPredictors(m)[3:9]
predict( m, newdata = Mroz87[ 3:9, ], type = "response" ) # equal to fitted(m)[3:9]
|
Loading required package: maxLik
Loading required package: miscTools
Please cite the 'maxLik' package as:
Henningsen, Arne and Toomet, Ott (2011). maxLik: A package for maximum likelihood estimation in R. Computational Statistics 26(3), 443-458. DOI 10.1007/s00180-010-0217-1.
If you have questions, suggestions, or comments regarding the 'maxLik' package, please use a forum or 'tracker' at maxLik's R-Forge site:
https://r-forge.r-project.org/projects/maxlik/
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103 104 105 106 107 108
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109 110 111 112 113 114
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121 122 123 124 125 126
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139 140 141 142 143 144
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145 146 147 148 149 150
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6.940894e-01 6.084876e-01 7.600199e-01 5.973915e-01 7.769250e-01 7.245395e-01
175 176 177 178 179 180
5.119121e-01 2.397991e-01 8.901789e-01 5.171188e-01 5.571997e-01 5.224743e-01
181 182 183 184 185 186
7.596287e-01 5.216345e-01 8.894448e-01 7.571971e-01 4.829473e-01 5.487346e-01
187 188 189 190 191 192
8.911423e-01 9.506939e-01 4.774841e-01 6.769330e-01 5.608295e-01 4.118697e-01
193 194 195 196 197 198
6.496229e-01 7.152781e-01 6.814238e-01 6.986540e-01 8.678290e-01 5.175487e-01
199 200 201 202 203 204
8.534789e-01 8.979471e-01 7.353484e-01 6.663836e-01 9.576989e-01 4.313817e-01
205 206 207 208 209 210
8.073622e-01 5.429855e-01 6.377951e-01 6.423500e-01 7.794166e-01 7.927738e-01
211 212 213 214 215 216
7.161660e-01 7.814297e-01 7.829573e-01 7.476455e-01 8.608452e-01 8.164001e-01
217 218 219 220 221 222
5.978148e-01 6.414003e-01 4.216231e-01 3.528131e-01 8.578200e-01 6.534454e-01
223 224 225 226 227 228
6.147502e-01 4.750913e-01 9.567561e-01 8.493864e-01 6.919595e-01 7.766416e-01
229 230 231 232 233 234
7.957666e-01 7.615117e-01 7.386492e-01 2.659178e-01 5.133826e-01 7.666166e-01
235 236 237 238 239 240
8.180283e-01 9.445216e-01 1.271071e-01 7.456806e-01 7.328255e-01 9.610888e-01
241 242 243 244 245 246
3.319652e-01 7.441970e-01 5.496434e-01 6.076488e-01 5.975452e-01 5.878918e-01
247 248 249 250 251 252
6.161826e-01 8.143772e-01 6.689622e-01 8.613209e-01 9.149303e-01 3.833395e-01
253 254 255 256 257 258
8.332767e-01 7.347681e-01 5.997778e-01 9.451052e-02 3.052516e-01 3.160113e-01
259 260 261 262 263 264
3.723954e-01 7.078813e-01 2.738861e-01 9.909544e-01 6.668390e-01 8.177595e-01
265 266 267 268 269 270
7.601624e-01 4.270481e-01 6.161289e-01 6.239322e-01 9.194780e-01 6.034744e-01
271 272 273 274 275 276
8.923335e-01 4.556479e-01 2.641916e-01 5.336716e-01 8.069987e-01 7.046958e-01
277 278 279 280 281 282
7.829662e-01 5.071724e-01 7.438626e-01 8.383942e-01 7.391453e-01 5.937786e-01
283 284 285 286 287 288
6.200362e-01 2.071538e-01 9.732650e-01 7.403340e-01 5.298893e-01 7.573218e-01
289 290 291 292 293 294
3.714156e-01 7.550601e-01 5.274156e-01 7.232440e-01 9.972178e-01 5.756436e-01
295 296 297 298 299 300
6.227284e-01 6.030557e-01 6.264605e-01 7.004014e-01 7.918124e-01 9.214855e-01
301 302 303 304 305 306
7.022126e-01 7.588525e-01 6.801673e-01 8.690919e-01 6.440788e-01 5.361100e-01
307 308 309 310 311 312
8.025161e-01 6.486814e-01 4.932421e-01 7.370372e-01 6.037916e-01 9.339301e-01
313 314 315 316 317 318
8.420010e-01 8.016868e-01 8.921447e-01 7.968267e-01 6.663719e-01 5.665002e-01
319 320 321 322 323 324
6.382687e-01 5.398602e-01 7.542555e-01 5.486942e-01 6.226021e-01 7.203727e-01
325 326 327 328 329 330
7.831795e-01 7.598380e-01 7.008468e-01 8.306555e-01 8.614549e-01 9.332848e-01
331 332 333 334 335 336
8.259825e-01 9.250226e-01 7.143862e-01 7.174269e-01 5.660298e-01 5.834907e-01
337 338 339 340 341 342
6.588636e-01 5.550685e-01 8.102989e-01 7.437293e-01 7.845054e-01 7.258350e-01
343 344 345 346 347 348
8.126987e-01 8.489609e-01 8.236968e-01 7.743344e-01 8.175284e-01 7.897713e-01
349 350 351 352 353 354
4.503143e-01 8.383976e-01 7.534213e-01 2.441172e-01 6.917044e-01 5.406654e-01
355 356 357 358 359 360
7.214332e-01 4.941401e-01 7.000878e-01 5.124454e-01 3.538508e-01 5.476401e-01
361 362 363 364 365 366
6.723207e-01 7.767912e-01 7.175886e-01 6.542582e-01 6.462743e-01 7.584349e-01
367 368 369 370 371 372
6.287666e-01 6.909547e-01 1.704007e-01 9.018633e-01 4.522602e-01 7.078820e-01
373 374 375 376 377 378
7.025686e-01 6.659615e-01 6.076597e-01 6.508796e-01 6.871743e-01 8.276561e-01
379 380 381 382 383 384
6.832890e-01 5.241186e-01 9.195730e-01 8.449690e-01 7.686223e-01 7.392941e-01
385 386 387 388 389 390
8.649958e-01 9.386909e-01 8.111915e-01 3.748844e-01 6.568723e-01 6.112119e-01
391 392 393 394 395 396
3.349201e-01 8.832370e-01 6.398765e-01 4.860262e-01 8.150517e-01 5.609466e-01
397 398 399 400 401 402
3.474377e-01 9.177648e-01 9.696461e-01 6.886030e-01 7.178248e-01 4.662155e-01
403 404 405 406 407 408
6.449224e-01 5.277178e-01 7.847359e-01 7.202049e-01 7.599645e-01 4.202416e-01
409 410 411 412 413 414
6.755466e-01 3.793738e-01 7.335513e-01 1.157492e-01 5.809340e-01 6.383494e-01
415 416 417 418 419 420
9.377161e-01 4.047082e-01 9.631259e-01 4.166339e-01 6.355748e-01 5.941787e-01
421 422 423 424 425 426
6.873414e-01 4.347072e-01 2.754192e-01 3.657110e-01 8.658647e-01 9.238363e-01
427 428 429 430 431 432
6.852808e-01 5.901914e-01 5.443138e-01 1.686217e-01 4.408936e-02 6.129776e-01
433 434 435 436 437 438
4.809770e-01 6.960792e-01 3.849322e-01 4.160359e-01 6.116645e-01 4.475342e-01
439 440 441 442 443 444
5.199905e-01 5.790216e-01 3.308670e-01 7.041675e-01 1.416123e-01 2.192201e-01
445 446 447 448 449 450
1.823733e-01 2.900985e-01 2.090834e-01 5.613580e-01 2.640871e-01 1.428270e-01
451 452 453 454 455 456
2.463648e-01 8.617562e-01 7.894349e-01 8.386430e-01 5.986832e-01 2.188074e-01
457 458 459 460 461 462
3.987111e-01 4.717508e-01 1.114416e-01 5.116708e-01 6.096801e-01 1.265291e-01
463 464 465 466 467 468
9.168666e-03 5.847418e-01 5.641024e-01 2.643041e-01 4.377049e-01 5.364417e-01
469 470 471 472 473 474
2.318163e-01 9.319611e-01 3.741317e-01 6.259587e-01 5.305867e-01 3.709567e-01
475 476 477 478 479 480
6.613895e-01 3.921913e-01 1.611626e-01 3.384174e-01 2.321068e-01 4.142692e-01
481 482 483 484 485 486
4.820067e-01 6.302943e-01 6.617811e-01 6.338214e-03 9.211315e-02 5.778654e-01
487 488 489 490 491 492
3.719433e-01 5.711283e-01 2.630604e-01 6.778160e-01 5.009140e-01 7.664314e-01
493 494 495 496 497 498
4.672367e-01 5.761162e-01 3.037546e-01 3.610325e-01 2.891761e-01 2.431688e-01
499 500 501 502 503 504
6.360701e-01 5.816684e-01 4.131600e-01 5.547752e-01 6.522823e-01 4.934484e-01
505 506 507 508 509 510
3.504717e-01 4.439550e-01 4.327937e-01 6.599935e-01 1.609931e-01 4.292939e-01
511 512 513 514 515 516
2.607872e-01 2.535833e-01 6.118539e-01 1.905890e-01 5.125468e-01 2.640896e-01
517 518 519 520 521 522
4.352146e-01 6.258021e-01 7.235375e-01 3.181528e-01 5.930149e-01 2.756002e-01
523 524 525 526 527 528
2.734393e-01 5.289795e-01 2.960171e-01 3.243266e-01 5.540602e-01 7.006328e-02
529 530 531 532 533 534
5.339211e-01 3.397908e-01 6.707820e-01 4.726140e-01 5.591212e-01 3.610018e-01
535 536 537 538 539 540
4.347818e-01 4.395587e-01 1.929868e-01 2.502491e-01 2.453499e-01 5.474646e-01
541 542 543 544 545 546
2.567865e-01 4.308737e-01 6.824647e-01 5.573049e-01 5.841507e-01 6.442342e-01
547 548 549 550 551 552
2.724738e-01 4.968440e-01 4.485980e-01 6.063305e-01 4.592181e-01 2.376259e-01
553 554 555 556 557 558
5.557172e-01 7.191765e-01 4.458454e-01 5.447047e-01 4.088713e-01 5.432111e-01
559 560 561 562 563 564
2.730429e-01 2.140638e-01 6.202303e-01 2.402429e-01 9.610526e-01 4.894483e-01
565 566 567 568 569 570
2.542078e-01 6.374675e-01 4.751612e-01 3.792493e-01 5.067023e-01 6.215272e-01
571 572 573 574 575 576
2.692895e-01 3.321730e-01 5.646849e-01 3.760668e-01 5.065648e-01 4.064182e-01
577 578 579 580 581 582
5.193601e-01 3.806924e-01 8.062879e-01 9.533431e-02 4.181502e-01 9.062626e-01
583 584 585 586 587 588
3.875064e-01 5.139072e-01 2.169356e-01 3.903183e-01 3.581807e-01 2.493561e-01
589 590 591 592 593 594
6.045059e-01 5.086012e-01 3.844301e-01 2.857630e-01 1.942186e-01 4.089603e-01
595 596 597 598 599 600
1.392014e-01 7.407099e-01 3.767117e-01 3.764825e-01 8.530819e-01 2.895583e-01
601 602 603 604 605 606
5.197748e-01 2.671090e-01 3.211960e-01 4.689895e-01 6.735508e-02 5.335266e-01
607 608 609 610 611 612
3.042686e-01 4.230378e-01 4.664802e-01 4.685096e-05 5.510893e-01 3.901408e-01
613 614 615 616 617 618
5.134880e-02 4.851718e-01 6.599736e-01 3.864099e-01 7.243816e-02 6.994946e-01
619 620 621 622 623 624
6.355791e-01 5.839387e-01 2.911873e-01 4.052846e-01 2.428652e-01 3.709556e-01
625 626 627 628 629 630
5.059242e-01 9.109733e-01 3.470750e-01 5.053257e-01 3.256648e-01 3.868174e-01
631 632 633 634 635 636
2.727965e-01 2.653766e-01 8.181450e-01 4.500144e-01 6.013593e-01 4.332847e-01
637 638 639 640 641 642
4.293833e-01 7.437848e-01 2.738431e-01 7.646965e-02 6.909063e-01 3.618619e-01
643 644 645 646 647 648
5.449846e-01 6.884458e-01 2.153191e-01 2.378047e-02 1.181525e-01 4.252622e-01
649 650 651 652 653 654
4.813632e-01 3.437973e-01 5.899709e-01 2.798355e-01 6.651862e-01 3.698401e-01
655 656 657 658 659 660
3.060618e-01 3.262224e-01 3.654359e-01 4.702566e-01 6.407346e-01 3.242049e-01
661 662 663 664 665 666
3.352318e-01 2.610686e-01 3.306261e-01 3.285068e-01 9.430609e-01 6.560103e-01
667 668 669 670 671 672
6.375608e-01 5.650072e-01 6.001799e-01 9.030867e-01 5.532184e-01 8.044761e-01
673 674 675 676 677 678
4.117604e-01 3.952475e-01 3.264189e-01 4.149199e-01 7.557366e-01 5.895236e-01
679 680 681 682 683 684
4.761002e-01 4.965365e-02 5.321552e-01 1.716296e-01 9.939295e-01 3.945047e-01
685 686 687 688 689 690
4.506157e-01 4.026078e-01 5.049215e-01 4.491184e-01 2.237314e-01 3.764934e-01
691 692 693 694 695 696
2.345745e-01 9.017885e-01 3.781565e-01 6.165675e-01 4.870546e-01 4.565545e-01
697 698 699 700 701 702
6.075151e-01 6.043574e-01 7.338197e-01 8.676970e-01 4.690290e-01 8.450104e-01
703 704 705 706 707 708
4.433805e-01 8.036573e-01 5.769120e-01 1.223961e-01 5.415749e-01 6.967340e-01
709 710 711 712 713 714
4.894222e-01 5.395434e-01 2.272537e-01 2.632736e-01 7.311049e-01 4.523311e-01
715 716 717 718 719 720
9.161790e-02 4.626987e-01 6.165267e-01 4.796587e-01 3.769502e-01 2.769865e-01
721 722 723 724 725 726
6.942616e-01 2.729773e-01 9.572604e-01 6.547279e-01 3.038591e-01 2.136806e-01
727 728 729 730 731 732
5.464562e-01 7.319255e-02 7.630265e-06 2.279372e-01 3.017672e-01 1.074677e-01
733 734 735 736 737 738
7.108717e-01 4.455760e-01 5.335693e-01 3.087091e-01 6.694729e-01 5.093369e-01
739 740 741 742 743 744
5.083140e-01 4.143825e-01 7.103226e-01 4.847667e-01 3.018987e-01 4.440011e-01
745 746 747 748 749 750
3.460728e-01 1.202771e-01 1.491323e-01 4.763537e-01 5.303664e-01 2.336126e-01
751 752 753
7.563389e-01 5.466680e-01 3.508475e-01
3 4 5 6 7 8 9
0.1145660 0.6191034 0.3698354 1.1253771 1.4126535 -0.3103545 0.6791153
3 4 5 6 7 8 9
0.5456054 0.7320759 0.6442474 0.8697854 0.9211212 0.3781457 0.7514676
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