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| Meeker W.Q., Escobar L. — Statistical Methods for Reliability Data |
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| Предметный указатель |
Aalen, O. 42 67
Abernethy, R.B. xviii 144 193 250 310 633 634
Accelerated degradation test see “ADT”
Accelerated life test see “ALT”
Accelerated tests (AT) see “ADT” “ALT”
Accelerated tests (AT), models 466 469
Accelerated tests (AT), other kinds of 517
Accelerated tests (AT), other kinds of, burn-in 520 (see also “Burn-in”)
Accelerated tests (AT), other kinds of, continuous operation 518
Accelerated tests (AT), other kinds of, elephant tests 519
Accelerated tests (AT), other kinds of, ESS 519
Accelerated tests (AT), other kinds of, STRIFE 519
Accelerated tests (AT), planning, Bayesian methods 529
Accelerated tests (AT), practical considerations 489 529
Accelerated tests (AT), research issues 529
Accelerated tests (AT), screening 519
Acceleration models 469
Acceleration models, current density 487
Acceleration models, empirical 469 576
Acceleration models, generalized Eyring 485
Acceleration models, guidelines 487
Acceleration models, humidity 487
Acceleration models, multiple stress variables 484
Acceleration models, physical 469
Acceleration models, temperature 471—479 485 487
Acceleration models, use rate 470
Acceleration models, voltage-stress 479—485
Actuarial estimate 64
ADT models and analysis, applications 471 578
ADT models and analysis, approximate analysis 574—577
ADT models and analysis, chemical reaction, single-step 472 566
ADT models and analysis, confidence intervals 568
ADT models and analysis, empirical models 576
ADT models and analysis, estimation 566—569
ADT models and analysis, function of parameters, estimation of 566
ADT models and analysis, Markov process for 578
ADT models and analysis, measurement error 565
ADT models and analysis, models 565
ADT models and analysis, one observation per unit 578
ADT models and analysis, random parameters 565
ADT models and analysis, repeated measures models 578
ADT models and analysis, starting values for ML iterations 579
ADT models and analysis, step-stress data 578
ADT models and analysis, versus ALT analysis 569
ADT planning 578 597—601
Akritas, M.G. 228
ALT models and analysis 493—517
ALT models and analysis, checking assumptions 501
ALT models and analysis, data analysis strategy 495
ALT models and analysis, functions of parameters, estimation of 503—504
ALT models and analysis, given activation energy 511
ALT models and analysis, interval data 508
ALT models and analysis, ML fit, comparison, individual versus model 500
ALT models and analysis, ML fit, individual groups 496 505 509 513
ALT models and analysis, ML fit, overall model 499 506 514
ALT models and analysis, multiple probability plot 496—497 505—506 509 513—514 573—574
ALT models and analysis, potential pitfalls 522—528
ALT models and analysis, practical considerations 487—489 515
ALT models and analysis, residual analysis 501 507
ALT models and analysis, single accelerating variable 495—512
ALT models and analysis, two accelerating variables 512—515
ALT models and analysis, use conditions, estimation at 503
ALT planning see “Test planning”
ALT planning, allocation of units 541
ALT planning, Bayesian methods 529 559
ALT planning, comparison of test plans 554 557
ALT planning, compromise test plans 545—547 554—556
ALT planning, constraint, experimental region 540 555
ALT planning, constraint, time 535 541 555
ALT planning, criteria 541
ALT planning, degenerate plans 550
ALT planning, degenerate plans, splitting 554—556
ALT planning, evaluation of test plan properties 538—540
ALT planning, experimental region 540
ALT planning, levels, accelerating variables 540
ALT planning, model assumptions 536
ALT planning, multiple-variable plans 547 558
ALT planning, nonconstant spread 559
ALT planning, one-variable plans 536—547
ALT planning, optimum plans, lack of robustness 544
ALT planning, optimum plans, one-variable 542—544
ALT planning, optimum plans, splitting 552—554
ALT planning, optimum plans, theory 559
ALT planning, optimum plans, two-variable 551—554
ALT planning, planning information 535
ALT planning, practical aspects 559
ALT planning, prior information, using 559
ALT planning, software 559
ALT planning, theory 529 559 625
ALT planning, traditional test plans 536—538
ALT planning, two-variable plans 547—559
ALT planning, use conditions, test at 541
ALT planning, voltage-stress/temperature 549
ALT planning, voltage-stress/thickness 547
Amster, S.J. 383 493 578 606 637
Analytic studies 16 517
Anderson, P.K. 67
Anscombe, F.J. 169
Ansell, J.I. 22 420
Arrhemus, plot 477 491 500 511
Arrhemus, relationship 472—479 485—487 498 508 514 535 549 565 570 586
Ascher, H. 415 420
Asymptotic degradation level 320 475 565
Asymptotic, covariance matrix 625
Asymptotic, ML theory, nonregular models 623
Asymptotic, ML theory, regular models 625
Asymptotic, standard error 55 162 626
Atwood, C.L. 312
Audit, reliability testing 606
Availability 370
Average life see “Mean”
Azem, A. 420
Bagdonavicius, V. 460
Baglee, D.A. 485
Bailey, R.A. 519
Bain, L.J. 167 284 312
Balakrishnan, N. 93 117 118
Barlow, R.E. 118 374 389
Barnett, V. 149
Bates, D.M. 326 567
Bathtub curve 29
Baxter, L.A. 22
Bayer, R.G. 489
Bayesian methods 49 343 344—368
Bayesian methods, accelerated testing 586—589
Bayesian methods, applications in reliability 363
Bayesian methods, basic ideas 344 363
Bayesian methods, Bayes’s rule 344
Bayesian methods, compared with frequentist methods 362 364
Bayesian methods, confidence intervals 356—357
Bayesian methods, highest posterior density 356
Bayesian methods, NHPP 420
Bayesian methods, point estimation 356
Bayesian methods, posterior pdf 344 350—355
Bayesian methods, posterior pdf, function of parameters 357
Bayesian methods, posterior pdf, joint 353
Bayesian methods, posterior pdf, marginal 353
Bayesian methods, posterior pdf, numerical integration 351
Bayesian methods, posterior pdf, using simulation 351—353 359—362
Bayesian methods, practical considerations 362—363
Bayesian methods, prediction 358—362
Bayesian methods, prior information 344
Bayesian methods, prior information, cautions on the use 363
Bayesian methods, prior information, combining with likelihood 350
Bayesian methods, prior information, noninformative 346 587
Bayesian methods, prior information, proper 346
Bayesian methods, prior information, sources 347 380
Bayesian methods, Weibull three-parameter 364
Beckwith, J.P. 578
Bendell, A. 458
| Beran, R. 312
Berger, R.L. 168
Berkson, J. 154
Bhattacharyya, G.K. 622
Billingsley, P. 624
bio 193 (see also “Quantile”)
Birnbaum — Saunders distribution 105
Birnbaum — Saunders distribution, comparison with lognormal 260
Birnbaum — Saunders distribution, ML fitting 260 284
Birnbaum, Z., W. 105 389
Black, J.R. 487
Blischke, W.R. 606
Blom, G. 149
Blumenthal, S. 408
Boccaleiii, G. 473 487
Bogdanoff, J.L. 15 260 639
Boltzmann constant 472
Bootstrap 204—227
Bootstrap confidence intervals 210—227
Bootstrap confidence intervals, bootstrap-t 209
Bootstrap confidence intervals, exact 205
Bootstrap confidence intervals, function of parameters 211 215
Bootstrap confidence intervals, log-location 212
Bootstrap confidence intervals, logit transformation 216
Bootstrap confidence intervals, mean 210
Bootstrap confidence intervals, methods for censored data 228
Bootstrap confidence intervals, nonparametric 217—225
Bootstrap confidence intervals, parametric 206—217
Bootstrap confidence intervals, percentile method 226—227 332—333 568—569
Bootstrap confidence intervals, software for 228
Bootstrap confidence intervals, system reliability 181
Bootstrap confidence intervals, transformations, importance of 216
Bootstrap confidence intervals, Type II censoring 228
Bootstrap confidence intervals, versus likelihood-based 205 212 216 228
Bootstrap confidence intervals, versus normal-approximation 205 228
Bootstrap, discreteness of estimates 221
Bootstrap, distribution of statistics 220
Bootstrap, nonparametric 207 217—225
Bootstrap, nonparametric, few observations 207
Bootstrap, nonparametric, limitation 218
Bootstrap, parametric 206—217
Bootstrap, potential problems 220
Bootstrap, sampling methods 206
Borgan, O. 67
Borri, F.R. see “Boccaletti G.”
Bossard, P.R. see “Joyce W.B.”
Boulanger, M. 578 601
Box, G.H.P. 15 363
Boyko, K.C. 485
Breneman, J.K. 144 193 310 633 634
Bro, P. 489
Brown, H.M. 14
Brownlee, K.A. 50
Brush, G.G. 383 606
Bucci, R.J. 15
Buckland, S.T. 228
Burn-in 6—8 520
Byrne, D. 605
Caldararu, D. 71
Canner, J. 519
Cao, J. 606
Carey, M.B. 320 578
Carlin, J.B. 284 363
case studies 582
Casella, G. 168
Castellino, V.C. 512 641
Castillo, E. 93 489
CDF 28
Censoring 3 34
Censoring, arbitrary 65 68 135
Censoring, assumptions 35
Censoring, biased inferences from 42 583
Censoring, dangers with mixed population 583
Censoring, failure (Type II) 34
Censoring, interval 10—12 34 35 37—38 132 155 508
Censoring, left 12 38
Censoring, mechanisms 34
Censoring, multiply 35
Censoring, noninformative 35
Censoring, overlapping intervals 68
Censoring, random 35
Censoring, right 12 34 35 38—39
Censoring, time (Type I) 34
Censoring, unbalanced 585
Censoring, uncertain censoring times 64
Chaloner, K. 559
Chan, C.K. 578
Chan, V. 590 591 592 601
Chang, D.S. 578
Chemical reaction, rale of 472
Cheng, R.C.H. 118 197 284
Chernoff, H. 149
Chhikara, R.S. 103 118
Chiao, C.H. 340
Chien, W.T.K. 52I
Chow, S.C. 578
Christou, A. 489
Clough, R.L. 489
Coefficient of skewness 78
Coefficient of variation 78 110
Cohen, A.C. 284
Collett, D. 445
Comparison, two samples, ALT data 525
Comparison, two samples, life data 8 450 583
Comparison, two samples, recurrence data 404 636
Competing risks see “Multiple causes of failure”
Conditional failure probabilities 32 268 271
Condra, L.W. 2 605
Confer, R. 519
Confidence bounds, one-sided 161 187
Confidence bounds, one-sided, comparison, time-censored data 161 187 228
Confidence bounds, one-sided, no failures 167—168 195
Confidence intervals, approximate 49
Confidence intervals, bootstrap see “Bootstrap confidence intervals”
Confidence intervals, conservative 50
Confidence intervals, coverage probability 49
Confidence intervals, exact 49
Confidence intervals, failure probabilities 164 182—184 331 (see
Confidence intervals, function of parameters 50 181—182 504
Confidence intervals, half-width 238
Confidence intervals, likelihood based 177
Confidence intervals, likelihood based, advantages 197
Confidence intervals, likelihood based, function of parameters 182
Confidence intervals, likelihood based, Monte-Carlo, using 228 601
Confidence intervals, likelihood based, parameters 160 179
Confidence intervals, likelihood based, theory for 627
Confidence intervals, likelihood based, versus bootstrap-based 212 216 218 228
Confidence intervals, measures of precision 238 239
Confidence intervals, non log-location-scale distributions 255
Confidence intervals, nonparametric 49—52 54—57
Confidence intervals, normal-approximation, failure probabilities 55
Confidence intervals, normal-approximation, function of parameters 163 189
Confidence intervals, normal-approximation, improved 165 192 402
Confidence intervals, normal-approximation, relation to likelihood intervals 169 228
Confidence intervals, normal-approximation, shortcomings 186
Confidence intervals, normal-approximation, theory for 628
Confidence intervals, normal-approximation, transformation, using 163 188 190
Confidence intervals, normal-approximation, Wald method 628
Confidence intervals, one-sided see “Confidence bounds”
Confidence intervals, sampling error, relationship to 49
Confidence intervals, significance tests, relationship to 183
Confidence intervals, simultaneous 60—63 164 197
Confidence intervals, system reliability 381
Confidence level 49
Confidence region,  calibration 160 179
Confidence region, parameters 177 179
Convergence in distribution 623
Costa, J.M. 489
Covariance matrix 186
Covariance matrix, estimate 187
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