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Devroye L. — Non-Uniform Random Variate Generation
Devroye L. — Non-Uniform Random Variate Generation



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Название: Non-Uniform Random Variate Generation

Автор: Devroye L.

Аннотация:

The books gives several methods of generating random variables for various statistical distributions. It is mathematically rigorous and very detailed.


Язык: en

Рубрика: Математика/

Статус предметного указателя: Готов указатель с номерами страниц

ed2k: ed2k stats

Год издания: 1986

Количество страниц: 843

Добавлена в каталог: 11.07.2005

Операции: Положить на полку | Скопировать ссылку для форума | Скопировать ID
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Предметный указатель
Inversion method for DHR distributions      267
Inversion method for discrete distributions      85
Inversion method for exponential distribution      29
Inversion method for exponential family of distributions      38
Inversion method for generating the maximum      675
Inversion method for geometric distribution      87 499 500
Inversion method for hyperbolic secant distribution      472
Inversion method for logarithmic series distribution      546
Inversion method for logistic distribution      39 471
Inversion method for maxima      30
Inversion method for multivariate discrete distributions      560
Inversion method for normal distribution      380
Inversion method for order statistics      30
Inversion method for Pareto distribution      29 262
Inversion method for Poisson distribution      502 505
Inversion method for Poisson processes      251 252
Inversion method for power function distribution      262
Inversion method for Rayleigh distribution      29
Inversion method for stable distribution      458
Inversion method for t distribution      445
Inversion method for t3 distribution      37
Inversion method for tail of extreme value distribution      276
Inversion method for tail of Rayleigh distribution      29
Inversion method for tail of the Cauchy distribution      453
Inversion method for triangular density      29
Inversion method for Weibull distribution      262
Inversion method for wrapped Cauchy density      474
Inversion method in sequential sampling      621 624
Inversion method numerical approximation algorithms for      31
Inversion method, approximations      35
Inversion of a many-to-one transformation      146
Inversion-rejection method      331
Inversion-rejection method for beta distribution      339 347
Inversion-rejection method for bounded densities      332
Inversion-rejection method for bounded monotone densities      345
Inversion-rejection method for convex densities      355
Inversion-rejection method for DHR distributions      342
Inversion-rejection method for IHR distributions      342
Inversion-rejection method for Lipschitz densities      348
Inversion-rejection method for monotone densities      336 341
Inversion-rejection method, analysis of      337 342 345 351
Inversion-rejection method, optimization of      339 347
Inversion-with-correction      625
Inzevitov, P.      720 731
Irving, D.C.      4 480
Jackson — de la Vallee Poussin distribution      169
Jacobian      14
Jacobs, P.A.      571
Jansson, B.      4 648
Jigsaw puzzle method      67
Johnk's method for beta distribution      418 432 439
Johnk's method for gamma distribution      418 420
Johnk's method, analysis of      419
Johnk's theorem      416
Johnk, M.D.      416 420 432
Johnson — Ramberg bivariate uniform family      592
Johnson — Ramberg method for normal distribution      244
Johnson — Ramberg method for radially symmetric distributions      237
Johnson — Tenenbein family      582 583
Johnson — Tenenbein family, properties of      590
Johnson — Tietjen — Beckman distribution      175
Johnson — Tietjen — Beckman distribution, relation to gamma distribution      175
Johnson's family      484
Johnson's system      484 685
Johnson, D.G.      606
Johnson, M.E.      175 237 244 404 576 582 583 585 586 587 590 591 592 600 602 603 604
Johnson, M.M.      175
Johnson, N.L.      7 84 379 480 484 496 498 552 555 600 602 604 688
Jonassen, A.      743
Jones, T.G.      620
Jorgensen, B.      287 478
k-excellence      764
Kac, M.      170
Kachitvichyanukul, V.      502 507 523 545
Kadoya, M.      583 590
Kaminsky, F.C.      261
Kanter, M.      183 184 455 459
Kapadia, C.H.      322
Kawarasaki, J.      631
Kawata, T.      731
Keilson, J.      329
Kelker, D.      226 228 326
Kelly, F.P.      372
Kelton, W.D.      4 736
Kemp's generator for logarithmic series distribution      548
Kemp, A.W.      86 546 547 559 560 593 759
Kemp, C.D.      559 560 561 592 593 759
Kendall — Stuart density      694
Kendall's tau      574
Kendall, D.G.      547
Kendall, M.      678 691 694
Kennedy, W.J.      4
Kent, J.      329 330
Kernel estimate      687 762
Kernel estimate in Monte Carlo integration      766
Kernel estimate, analysis of      767
Kernel estimate, consistency of      767
Kernel estimate, mixture method for      765
Khinchine's theorem      172 687
Kimeldorf — Sampson bivariate uniform distribution      589
Kimeldorf, G.      574 575 576 589 590
Kinderman — Ramage generator for normal distribution      391
Kinderman, A.J.      194 195 201 203 379 380 383 390 391 406 446 454
Kingston, J.H.      737 746 747
Klincsek, T.      216 218
Klingsberg's algorithm      664 665
Klingsberg, P.      663
Knopp's series      493
Knopp's series for the log-gamma function      493
Knopp, K.      493 498
Knott, G.D.      657
Knuth — Yao lower bound      772
Knuth, D.E.      4 214 502 618 638 743 747 768 771 774 777 779 781
Kohrt, K.D.      36 84 98 359
Kolmogorov — Smirnov distribution      161
Kolmogorov — Smirnov distribution, alternating series method for      162
Kolmogorov — Smirnov distribution, series expansions for      161
Kolmogorov — Smirnov statistic      168
Kolmogorov, A.N.      161 168
Korenbljum, B.I.      309
Kotz, S.      7 84 379 469 480 496 498 552 555 600 602 604
Kowalski, C.J.      603
Krein's condition      684
Kronmal, R.A.      75 81 82 108 110 359 369 451
Kruskal, W.H.      574
Kuiper's statistic      168
Kuiper, N.H.      168
Kullback, S.      402 423
Labeled free tree      665
Laha's distribution      451
Laha, R.G.      451 469
Lai, R.      426 587 588 591
Lakhan, V.C.      571
Lancaster, H.O.      589
Laplace distribution, as a normal scale mixture      326
Laplace distribution, as dominating distribution      44
Laplace distribution, generators for      119
Laplace distribution, properties of      401
Laplace distribution, relation to normal distribution      25
Law, A.M.      4 736
Lawrance — Lewis bivariate exponential distribution      585
Lawrance, A.J.      571 583 585 586 591
Lehmer's factorial representation      644
Lehmer, D.H.      644
Leipnik, R.      694
Leitch, R.A.      458
Lekkerkerker, C.G.      288
Letac's lower bound      52
Letac's lower bound, application of      124
Letac, G.      52
Levy's representation for stable distribution      454
Levy, P.      457
Lewis, P.A.W.      251 253 256 258 259 261 264 571 583 585 586 591
Li, F.S.      136
Li, S.T.      571
Library traversal      561
Lieblein, J.      26
Line distribution      571 572
Linear list in discrete event simulation      740
Linear list, back search in      742
Linear list, front search in      742
Linear selection algorithm      431
Linear transformations      12 563
Linnik's distribution      186
Linnik's distribution, generator for      190
Linnik's distribution, properties of      189
Linnik, Yu.V.      186 720
Liouville distribution      596
Liouville distribution of the first kind      596
Liouville distribution, generalization of      599
Liouville distribution, properties of      598
Liouville distribution, relation to Dirichlet distribution      598
Lipschitz condition      63 320
Lipschitz densities, inequalities for      320 322
Lipschitz densities, inversion-rejection method for      348
Lipschitz densities, proportional squeeze method for      63
Lipschitz densities, strip method for      366
Lipschitz densities, universal rejection method for      323
Littlewood, J.E.      338
Local Central Limit Theorem      719 720
Local central limit theorem for gamma distribution      404
Local central limit theorem, application of      58
Loeve, M.      697
Log-concave densities      287
Log-concave densities, black box method for      290
Log-concave densities, inequalities for      288 290 295 296 299 321 325
Log-concave densities, optimal rejection method for      293 294
Log-concave densities, properties of      309
Log-concave densities, rejection method for      291 292 298 301
Log-concave densities, tail inequalities for      308
Log-concave densities, universal rejection method for      301 325
Logarithm, inequalities for      140 168 198 508 540 722
Logarithmic series distribution      488 545
Logarithmic series distribution, definition      84
Logarithmic series distribution, discrete thinning method for      282
Logarithmic series distribution, inversion method for      546
Logarithmic series distribution, Kemp's generator for      548
Logarithmic series distribution, properties of      284 546 547
Logarithmic series distribution, rejection method for      546 549
Logarithmic series distribution, relation to geometric distribution      547
Logarithmic series distribution, sequential test method for      282
Logistic distribution      471 518
Logistic distribution, as a normal scale mixture      326
Logistic distribution, as a z distribution      330
Logistic distribution, definition      39
Logistic distribution, generators for      119
Logistic distribution, inequalities for      471
Logistic distribution, inversion method for      39 471
Logistic distribution, log-concavity of      287
Logistic distribution, properties      39
Logistic distribution, properties of      472 480
Logistic distribution, rejection method for      471
Logistic distribution, relation to extremal value distribution      39
Logistic distribution, relation to extreme value distribution      472
Lognormal distribution      392 484
Lognormal distribution, moments of      693
Lost-games distribution      758 759
Lotwick, H.W.      372 374
Loukas, S.      559 560 561 592 593
Lower triangular matrix      564
Lukacs, E.      186 469 694
Lurie, D.      215
Lusk, E.J.      733
Lux's algorithm      61
Lux, I.      60 176
Lyapunov's inequality      324
m-ary heap in discrete event simulation      747
M/M/1 queue      755 759
Maclaren, M.D.      359 380 397
Maclaurin series      460
Maejima, M.      720 731
Magnus, W.      470 756
Mallows, C.L.      168 184 185 326 459
Malmquist's theorem      212
Malmquist, S.      212
Maly, K.      746 747
Mandelbrot, B.      454
Mannion, D.      373
Mantel, N.      25
Many-to-one transformations      145
Mardia's generator for Plackett's family      589
Mardia, K.V.      473 576 581 587 588 589
Marginal density      555
Marginal distribution      6
Marginal random variable      6
Markov chain, transition matrix      758
Markov's inequality      321
Marsaglia — Bray generator for normal distribution      390 392
Marsaglia's algorithm RGAMA for gamma distribution      406
Marsaglia's almost-exact inversion method      136
Marsaglia's approximation      136
Marsaglia's generator for exponential distribution      394 396
Marsaglia's method for tail of the normal distribution      381
Marsaglia's table look-up method      106
Marsaglia, G.      4 53 67 106 133 135 136 137 141 143 144 236 241 242 359 378 380 381 382 383 388 392 394 395 397 406 446 605 606
Marshall, A.W.      277 343 356 563 576 583 585 774
Mason, R.L.      215
Matched moment generator      690
Matched moment generator for unimodal distribution      691
Matching distribution      519
Matching distribution, rejection method for      520
Maximal correlation      29 574 580
Maximum of a gamma sample      678
Maximum of a normal sample      678
Maximum of a uniform sample      210
Maximum, distribution of      19
Maximum, inversion method for      30 675
Maximum, quick elimination algorithm for      676
Maximum, record time method for      679 680
Maximum, simulation of      674
Maxwell distribution, relation to normal distribution      176
Maxwell, W.L.      743
May, J.H.      568
McCallum, D.      112
McCormack, W.M.      737 743 747
McGrath, E.J.      4 480
McKay, A.T.      482
McKay, J.K.S.      661
McMullen, P.      571
Mean value      5
Median      5
Median of a uniform sample      18
Median, density of      18
Mergesort      214
Method of guide tables      96 97
Method of guide tables, analysis of      97
Method of Lewis and Shedler      264
Method of Michael, Schucany and Haas      146
Method of percentiles      484
Michael, J.R.      145
Mickey, M.R.      606
Mikhail, N.N.      578
Mikhailov's theorem      177
Mikhailov, G.A.      176 177 191 571
Minimal spacing      213
Minimax strategy      762
Mirror principle      295
Mirror principle for random walk      654
Mirror principle for unimodal densities      329
Mirsky, L.      682
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