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Rao R.C. — Linear Statistical Inference and Its Applications
Rao R.C. — Linear Statistical Inference and Its Applications



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Название: Linear Statistical Inference and Its Applications

Автор: Rao R.C.

Аннотация:

This book is classic work on statistical inference remains highly applicable to statistical analysis. The purpose of this book is to present the theory and techniques of statistical inference in a logically integrated and practical form.


Язык: en

Рубрика: Математика/Вероятность/Статистика и приложения/

Статус предметного указателя: Готов указатель с номерами страниц

ed2k: ed2k stats

Издание: second edition

Год издания: 1973

Количество страниц: 642

Добавлена в каталог: 08.06.2005

Операции: Положить на полку | Скопировать ссылку для форума | Скопировать ID
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Предметный указатель
Multivariate normal distribution, definition      184 518 522
Multivariate normal distribution, density (nonsingular dispersion)      184 194 517 527
Multivariate normal distribution, density (singular dispersion)      527
Multivariate normal distribution, estimation of parameters      528
Multivariate normal distribution, properties of      519—524
Multivariate normal distribution, symmetric      197
Munroe, M.E.      84 137 154
Nair, U.S.      555 603
Neyman, J.      220 266 313 352 366 381 417 442 444 445 470 504 514
Nievergelt, E.      501 514
Noether, G.E.      470 514
Nonparametric inference, distribution free method      499
Nonparametric inference, Fisher — Yates test      501
Nonparametric inference, permutation distribution      503
Nonparametric inference, randomization principle      501
Nonparametric inference, robustness      497
Nonparametric inference, sign test      500
Nonparametric inference, Van der Waerden test      501
Nonparametric inference, Wald — Wolfowitz test      500
Nonparametric inference, Wilcoxon test      500
Nordskog, A.W.      287 313
Normal distribution (characterization), Cramer's theorem      162
Normal distribution (characterization), Darmois — Skitovic theorem      218
Normal distribution (characterization), De Moivre's theorem      160
Normal distribution (characterization), Hagen's hypothesis      161
Normal distribution (characterization), Herschell's hypothesis      158
Normal distribution (characterization), maximum entropy      162
Normal distribution (characterization), Maxwell's hypothesis      160
Normal distribution (characterization), other theorems      218
Normal distribution (characterization), Polya's theorem      215 216
Normal distribution, characteristic function      103 159
Normal distribution, circular normal      174 177
Normal distribution, moment generating function      101
Ogasawara, Т.      188 189 219
Ogawa, J.      189 210 219
Okamoto, M.      125 154
Order statistics      214 410
Orthogonal basis of a random variable      587
Parthasarathy, K.      79 154
Parzen, E.      220 313
Pathak, P.K.      142 154 218 219
Patil, G. P.      377 381
Pearson, E.S.      313 417 442 445 514
Pearson, Karl      213 281 284 313 391 443
Penrose, R.      26 78
Perlman, M.D.      333 381
Permutation distribution      503
Pillai, R.N.      218 219
Pillai, S.S.      543
Pitman, E.J.G.      470 504 513
Plackett, R. L.      286 313 499 514
Poti, S.J.      456
Pratt, J.W.      136 154
Principal components      590
Probability generating functions, binomial      102
Probability generating functions, convergence of      126
Probability generating functions, definition      101
Probability generating functions, Poisson      102
Probability, axioms      82
Probability, conditional      90
Probability, density (p.d.)      87 89
Probability, family of measures      130
Probability, generating function      101
Probability, independence      90
Probability, measure      83
Probability, posterior      334
Probability, prior      334
Probability, space      84
Prohorov, Yu. V.      518 603
Projection operator, definition      46
Projection operator, explicit expressions      47 48
Projection operator, orthogonal      10 47
Puri, M.L.      501 514
Quadratic forms, classification      35
Quadratic forms, distribution of      185—193
Quadratic forms, extremum problems      60—65
Quadratic forms, reduction of one form      20 40
Quadratic forms, reduction of two forms      41
Quadratic forms, transformation      35
Ramachandran, В.      79 154
Random variables, conditional distribution      91
Random variables, convergence      See Convergence of random variables
Random variables, definition      84 87 89
Random variables, independence of      92
Random variables, Kolmogorov consistency theorem      108
Randomization principle      501
Rao, J.S.      178 219
Rao, K.S.      542 603
Rasch, G.      587 603
Regression (examples), cranial capacity      270
Regression (examples), equality of coefficients      281
Regression (examples), specification (test of)      284
Regression and association, best linear predictor      266 267
Regression and association, best predictor      264
Regression and association, canonical correlations      582
Regression and association, canonical variables      584
Regression and association, common factors      585
Regression and association, correlation ratio      265
Regression and association, covariance analysis      289
Regression and association, factor analysis      587
Regression and association, general theory of      263—270
Regression and association, intraclass correlation      268
Regression and association, linear predictor      266 267
Regression and association, multiple correlation      266 268
Regression and association, part correlation      311
Regression and association, partial correlation coefficient      268 269
Regression and association, partial correlation ratio      268
Regression and association, partial multiple correlation      268
Regression and association, restricted coefficients      287
Renyi, A.      143 154
Riffenburgh, R.H.      573 603
Robbins, H.      324 338 380 381 489 490 513
Robustness      497
Romig, H.G.      474 513
Rosenblatt, M.      470 513 518 602
Roy, J.      377 381 556 603
Roy, S.N.      542 561 573 597 599 602 603
Sakamoto, H.      189 210 219
Savage, I.R.      501 514
Savage, L.J.      95 154 444 470 501 504 514
Scheffe, H.      124 154 240 241 286 313 381
Scoring test (Rao)      417 418
Second order efficiency (Rao)      352
Seigmund, D.      488 489 514
Sen, P. K.      501 514
Sengupta, S.      178
Sequential analysis, A. S. N. function      484
Sequential analysis, control charts (O.C. of)      510
Sequential analysis, efficiency of S. P. R. Т.      478
Sequential analysis, estimation (Stein)      485
Sequential analysis, fundamental identity      482
Sequential analysis, O.C. function      484
Sequential analysis, S. P. R. T. (Wald)      475—478
Sequential analysis, test with power one      488
Sequential analysis, truncation of S. P. R. Т.      510
Shaw, D.C.      270
Siegel, S.      501 515
Singular value decomposition      42
Skitovic, V.P.      218 219
Slater, P.      576
Smirnov,N.      421 422 443
Smith, С.А.В.      71 78 511 513 578 603
Sprott, D.A.      207 340 355 381 444 513
Srivastava, J.N.      573 603
Statistics and subfields      139
Stein, C.      324 343 381 486 515
Stieltje's integral      132
Stirling's approximation      59
Student, (W.S. Gosset)      170 219
Subfield      86 139 141
Sudakov, V. N.      132 154
Sufficient statistic, bounded completeness      457
Sufficient statistic, completeness      321
Sufficient statistic, definition      130
Sufficient statistic, factorization theorem      131
Sufficient statistic, Huzurbazar's conjecture      132
Sufficient statistic, use in estimation (Rao, Blackwell)      321
Sufficient sub-field      141
Sylvester's law (matrix rank)      31
t-test (Student)      170 183 197 237 243 459
Takahashi, M.      188 189 219
Teicher, H.      379 381
Testing of hypotheses (theory), ancillary information      505
Testing of hypotheses (theory), asymptotic efficiency      464
Testing of hypotheses (theory), composite hypothesis      445 456
Testing of hypotheses (theory), critical function      450
Testing of hypotheses (theory), critical region      445
Testing of hypotheses (theory), distribution free methods      493
Testing of hypotheses (theory), Fisher — Behren's problem      463
Testing of hypotheses (theory), level of significance      446
Testing of hypotheses (theory), Lindley's paradox      512
Testing of hypotheses (theory), locally most powerful test      453 454
Testing of hypotheses (theory), monotone likelihood ratio      461
Testing of hypotheses (theory), Neyman — Pearson lemma      446
Testing of hypotheses (theory), nonparametric tests      See Nonparametric inference
Testing of hypotheses (theory), permutation test      503
Testing of hypotheses (theory), Pitman efficiency      467
Testing of hypotheses (theory), probability ratio test      451
Testing of hypotheses (theory), randomized test      450
Testing of hypotheses (theory), robustness      498
Testing of hypotheses (theory), sequential test      See Sequential analysis
Testing of hypotheses (theory), similar region test      456
Testing of hypotheses (theory), two kinds of errors      445
Testing of hypotheses (theory), unbiased test      454
Testing of hypotheses (theory), uniformly most powerful test      449
Theorems (named after authors), Bayes      334
Theorems (named after authors), Bochner (n.n.d. of characteristic function)      141
Theorems (named after authors), Caley — Hamilton (matrix)      44
Theorems (named after authors), Chebychev (W.L.L.N.)      112
Theorems (named after authors), Cramer (normal)      162
Theorems (named after authors), Darmois — Skitovic      218 526
Theorems (named after authors), DeMoivre      160
Theorems (named after authors), Fieller      311
Theorems (named after authors), Fisher — Cochran      185
Theorems (named after authors), Frobenius (positive matrix)      46
Theorems (named after authors), Fubini      137
Theorems (named after authors), Glivenko      421
Theorems (named after authors), Helly — Bray      117
Theorems (named after authors), Helly — Bray (extended)      118
Theorems (named after authors), Kinchin (W.L.L.N.)      112 146
Theorems (named after authors), Kolmogorov (consistency of distributions)      108
Theorems (named after authors), Kolmogorov (d.f. of $D_n$)      421
Theorems (named after authors), Kolmogorov (S.L.L.N.)      114 115
Theorems (named after authors), Kolmogorov (sums of random variables)      129
Theorems (named after authors), Kolmogorov (W.L.L.N.)      146
Theorems (named after authors), Lebesgue dominated convergence      136
Theorems (named after authors), Lebesgue monotone convergence      135
Theorems (named after authors), Liapunov (C.L.T.)      127
Theorems (named after authors), Lindberg — Feller (C.L.T.)      128
Theorems (named after authors), Lindberg — Levy (C.L.T.)      127
Theorems (named after authors), Perron (positive matrix)      46
Theorems (named after authors), Polya (convergence of d.f.)      120
Theorems (named after authors), Polya (normal law)      215 216
Theorems (named after authors), Pomcare separation      64
Theorems (named after authors), Radon — Nikodym      137
Theorems (named after authors), Sakamoto — Craig      210
Theorems (named after authors), Scheffe      124
Theorems (named after authors), Smimov      422
Theorems (named after authors), Strumian separation      64
Transformation (linear)      23 24
Transformation of statistics, binomial proportion $(sin^{-1})$      427
Transformation of statistics, correlation coefficient $(tanh${-1})$      432
Transformation of statistics, Poisson variable $(\sqrt)$      426
Transformation of variables      156
Tukey, J.      249 251 313
TurnbuU, H.W.      44 78
Van der Wearden, B.L.      501 515
Varadarajan, V.S.      128 154 518
Variance and covariance components, general model      302
Variance and covariance components, minque theory      303
Variance and covariance components, two way data      258
Vector space, basis (Hamel)      4
Vector space, definition      3
Vector space, direct sum      11 40
Vector space, Gram — Schmidt orthogonalization      9
Vector space, inner product      8 74
Vector space, orthogonal basis      9
Vector space, orthonormal basis      9
Vector space, subspace      4
Wald's large sample tests      41 419
Wald's S.P.R.T.      475
Wald, A.      124 128 154 366 381 417 443 455 456 474 495 497 500 515 579 603
Walsh, J.E.      501 515
Watson, G.S.      174 219 531 603
Watterson, G.A.      71 78
Weiss, L.      425 443
Welch, W.L.      464 515
Wijsman, R.A.      542 603
Wilcoxon, F.      500 515
Wilks' $\Lambda$ criterion, Bartlett's approximation      556
Wilks' $\Lambda$ criterion, decomposition      554
Wilks' $\Lambda$ criterion, definition      551
Wilks' $\Lambda$ criterion, distribution (asymptotic)      556
Wilks' $\Lambda$ criterion, distribution (exact)      555
Wilks' $\Lambda$ criterion, variance ratio approximation (Rao)      556
Wilks, S.S.      543 551 555 604
Williams, E.J.      174 219 286 313 573 604
Winston, С.В.      444 505 512
Wishart distribution      533 597 598
Wishart, J.      291 313 573 604
Wold, H.      106 153 517 518 604
Wolfowitz, J.      124 154 363 381 485 500 504 515
Yates' continuity correction      413 415
Yates, F.      286 313 413 443
Zelen, M.      220 312
Zero-one law      148
Zyskind, G.      220 313
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