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Kotz S., Johnson N.L. — Breakthroughs in Statistics: Volume 2: Methodology and Distribution
Kotz S., Johnson N.L. — Breakthroughs in Statistics: Volume 2: Methodology and Distribution

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Название: Breakthroughs in Statistics: Volume 2: Methodology and Distribution

Авторы: Kotz S., Johnson N.L.

Аннотация:

This is the second of a two volume collection of seminal papers in the statistical sciences written during the past 100 years. These papers have each had an outstanding influence on the development of statistical theory and practice over the last century. Each paper is preceded by an introduction written by an authority in the field providing background information and assessing its influence. Readers will enjoy a fresh outlook on now well-established features of statistical techniques and philosophy by becoming acquainted with the ways they have been developed. It is hoped that some readers will be stimulated to study some of the references provided in the Introduction (and also in the papers themselves) and so attain a deeper background knowledge of the basis of their work.


Язык: en

Рубрика: Математика/

Статус предметного указателя: Готов указатель с номерами страниц

ed2k: ed2k stats

Год издания: 1992

Количество страниц: 601

Добавлена в каталог: 03.04.2010

Операции: Положить на полку | Скопировать ссылку для форума | Скопировать ID
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Предметный указатель
"Dummy" factors      288
"Inefficient" statistics      203 209
"Sciences, Mathematics and the Arts"      412
'Student'      7
'Student', distribution      1 29
'Vacuum cleaner' (Tukey)      443
Actuarial estimate      312 323 325
Adaptive optimization      361 371
Alias      278
Alias, matrix      278
Alienation coefficient      165
Alienation coefficient, vector      165 174
Alternative hypothesis      253 349
Analysis of deviance      552
Analysis of variance      64 69 71 73 98 457 558
Analysis of variance, generalized      554
Anderson — Darling statistic      89
Anesthetics      454
Arithmetic and reading      186
Asymptotic efficiency      566
Asymptotic efficiency, normality      178 213 249 486 494 496
Asymptotic efficiency, optimality      357
Autocorrelation      235
Automation      430
Autoregressive model      235 366 386
Bayesian approach      348 485 529
Bayesian approach (view of randomization)      75
Behrens — Fisher problem      567
Beltrami decomposition      159
Best linear unbiased estimator      130
Bias      501 580
Binomial distribution      544 553 558
Bootstrap      565 569
Bootstrap, distribution      571
Bounds test      233 260
Brownian bridge      96
Brownian bridge, movement      164
Canonical correlation      151 166 170
Canonical correlation, variate      165 167 170
Case-control      523
categorical data      453
Cauchy distribution      423 426 515
Censoring      311 322 326 519 527
Censoring, random      314
Census      133
Central composite design      268 292
Characteristic function      180
Chemical investigations      270
Chemical investigations, process      298 330
Chi-squared      2 100 409 554 558 560
Chi-squared, partitioning      9 560
Classification      435
Clinical trials, randomized      311 523
cluster sampling      118 120
Collapsibility      457
Collective character      126
Com plants      198
Comparisons, paired      198
Composite designs      292
Computers      565
Conditional likelihood      532
Confidence interval      129 147 193 588
Contamination model      424 481 487 501 510
Contingency table      453 462 528 547 501 510 557
Contingency table, perfect      457
Control      377
Controls      135
Correlation      63 588
Correlation, canonical      151 166 170
Correlation, distribution      423 588
Correlation, serial      230 244 260 393
Correlation, table      140
Correlation, vector      165 174
Courant — Fisher inequalities      232
Covariance      168 180 314
Covariate      530
Cramer — von Mises statistic      97
Criminal s      47
Cross-validation      265 577
Data analysis      210 362 403 408 481 506 565
Decision function      409
Degrees of freedom      7 69 553
Design, central composite      268 292
Design, composite      292
Design, factorial      280
Design, fractional factorial      284
Design, matrix      272
Design, Plackett and Burman      283
Design, sequential      339 345
Deviance      543 552 560 562
Dice      6 20
Discriminant analysis      566 577
Disturbed dreams      557
Econometrics      234
EDF statistics      99
Efficiency (of a test)      193
Efficiency, asymptotic      566
Efficiency, Pitman relative      193
Efficiency, relative      193
Empirical sampling      446
entropy      366
Entropy, conditional      458
Error, probable      47 61
Error, probable rates      448
Error, probable rates in discriminant analysis      577
Errors      82
Errors, estimation of      84
Errors, experimental      271
Errors, theory of      23 76 84
Estimate 218 (mean) 222 (standard deviation), best linear unbiased      130
Estimate 218 (mean) 222 (standard deviation), cross-validation      580
Estimate 218 (mean) 222 (standard deviation), Hodges — Lehmann      193 517
Estimate 218 (mean) 222 (standard deviation), Huber      486
Estimate 218 (mean) 222 (standard deviation), M-480      494
Estimate 218 (mean) 222 (standard deviation), maximum likelihood      455 474 529 533 562
Estimate 218 (mean) 222 (standard deviation), Nelson — Aalen      315
Estimate 218 (mean) 222 (standard deviation), reduced-sample      322
Estimation      127
Estimation, consistent      147
Estimation, nonparametric      319
Estimation, robust      479 492
Evolutionary operation      371
Exponential distribution      321 536 544
Exponential distribution, family      548
Exponentially weighted predictor      388
F distribution      71 77
Factor analysis      433
Factorial design      280
Failure rate      528
Failure rate, time      519
Farming conditions      148
Feedback      361 370
Field experiments      61 82
Filtering, Kalman      364
Fisher consistency      572
Fisher consistency, information      506
Fly spray tests      196
Fractional factorial design      284
Framingham study      454
Friedman rank test      199
FUNOM, FUNOP      404
Gallup Poll      118
Gamma distribution      544 553 559 562
Gaussian process      314
Geometry      173
GLIM      544
Goodness-of-fit      2 24 99 204 409
Green's function      111
Greenwood's formula      333
GROUPING      20 48
Half-drill strip      78
Half-normal distribution      497
Half-normal distribution, plot      439
Harmonic analysis      437
Hazard rate (ratio)      519 528
Heaviside function      535
Hierarchical model      456
histogram      589
Hotelling's $T^2$      432
Huberizing      485
Hypothesis      2 340 346 431 463 474
Hypothesis, alternative      253 349
Imperical Chemical Industries (ICI)      267
Incomplete data      435
Independence      30 472
Independence, test of      155
Industrial data      390
Inference      408
Inference, model-based      75
Information, Fisher      506
Information, Kullback — Leibler      341 347 359
Information, supplementary      121
Interaction      63 69 285 444 453 457 462
Iterative procedures      447
Iterative procedures, proportional fitting (Deming — Stephan)      459
Jackknife      565 569 581
Jacobi polynomials      249
Johnson distributions      423
judgment      415
Kalman filtering      364
Kaplan — Meier (product-limit) estimate      311 325 529
Knut Vik square      78
Kolmogorov (Kolmogorov — Smirnov) statistic      93 482
Kullback — Leibler information      341 347 359
L-statistics      204
Latin square      73 88 555
Least favorable distribution      485 494
Least square(s)      25 137 229 237 493 514
Least square(s), iterative weighted      543 550
Least square(s), nonlinear      514
Leaves, shape of      431
level of significance      83
Life-tables      527
Life-tables, bivariate      537
Lifetesting      319
Lifetime, mean      330
Likelihood      465 480 590
Likelihood, conditional      532
Likelihood, maximum      544 462 474 529
Likelihood, partial      521
Likelihood, ratio      157 560
Linear model, generalized      543 547
Linear rank statistics      194
Link function      543
Location parameter      479 492 512
Log linear model      455 459
Logistic model      521
Logistic model, transform (logit)      559
London Life and Labour      146
M-estimators      480 494
Mann — Whitney test      192
Manurial dressing      66
Markoff method      142 170
Markoff method, theorem      239
Martingale theory      313
Maximum likelihood      239 319 455 458 462 474 529 533 537 543 550 562
Mean deviation      226
Measurement      440
Median      212 573 588
minimax      352 487 499 504
Model      538
Model, contamination      481
Model, nested      544
Model, probit      543
Model-based inference      75
Moments of $s^2$      35
Monte Carlo      23
Monte Carlo sampling      see "Simulation"
Most predictable criterion      153
Moving Average      388
Multinomial coefficient      217
Multinomial coefficient, distribution      455 469 476 548
Multinormal distribution      5 11 154 231
Multiple range tests      61
Multiple-response data      430
Neighborhood      480
Nelson — Aalen estimate      315
Newton — Raphson procedure      551
Non-additivity      44
Nonparametric estimation      319 321 588
Nonparametric estimation, methods      191 567
Normal distribution      24 493 544 553 554
Normal distribution, contaminated      487 491 501 510
Normal plotting      428
Normality      427 482
Normality, asymptotic      178 213 249 486 494
Odds ratio      523
Optimal strategy      347
Optimality, asymptotic      357
Optimization      270 340 413
Optimization, adaptive      361 371 377
Order statistics      106 194 203 211 535 573 575
Order statistics, moments      205
Order statistics, optimal spacing      205
Order statistics, tables      218
Outliers      410 480 506
Paired comparisons      198
Payoff matrix      351
Pearson distributions      30 423 483
Periodogram      366 437
Permutation distribution      571
Pitman relative efficiency      193
Pivotal quantity      588
Plackett and Burman design      283
Poisson distribution      7 314 464 471 544 548 553 556 562
Poisson distribution, model      455 544 553
Poisson distribution, process      102 539
Polaris      24
Potatoes      66
Power      102
Predictable process      315
Prediction      377
Principal components      156 189
Probability ellipsoid      14
Probability ellipsoid, plot      429
Probable error      47 61
Probit analysis      543 550 558
Product-limit (Kaplan — Meier) estimate      312 322 325 528
Proportional hazard model      520 530
Proportional hazard model, sampling      145
Pseudo-observations      178 583
Purposive selection      118 134
Quadratic form      168 241
Quality control      371 375
Quantiles      204
Quasi-range      205 223
Random effects (in linear models)      549
Random effects, sampling      118
Randomization      60 73
Randomized blocks      74 89
RANGE      207 212
Range, semi-interquartile      225
Range, tests      61
Rank statistics      194 535
Rank statistics, tests, Friedman's      199
Rank statistics, tests, Wilcoxon's      194
Reading and arithmetic      186
Reduced-rank regression      157
Reduced-sample estimate      322
Regression      139 140 229 240 247 434 544 585
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