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Rice J.A. — Mathematical statistics and data analysis
Rice J.A. — Mathematical statistics and data analysis



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Название: Mathematical statistics and data analysis

Автор: Rice J.A.

Аннотация:

This is the first text in a generation to re-examine the purpose of the mathematical statistics course. The book's approach interweaves traditional topics with data analysis and reflects the use of the computer with close ties to the practice of statistics. The author stresses analysis of data, examines real problems with real data, and motivates the theory. The book's descriptive statistics, graphical displays, and realistic applications stand in strong contrast to traditional texts which are set in abstract settings.


Язык: en

Рубрика: Математика/

Статус предметного указателя: Готов указатель с номерами страниц

ed2k: ed2k stats

Издание: 2-е издание

Год издания: 1995

Количество страниц: 672

Добавлена в каталог: 04.12.2013

Операции: Положить на полку | Скопировать ссылку для форума | Скопировать ID
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Предметный указатель
Normal distribution relation to Cauchy      95
Normal distribution, bivariate      79
Normal distribution, generation by polar method      97
Normal distribution, generation by rejection method      107
Normal distribution, maximum likelihood estimate      255
Normal distribution, standard normal      54
Normal distribution, sums of normal random variables      147
Normal distribution, tests of goodness of fit      327
Normal equations      531
Null distribution      242 302
Null hypothesis      299
O'Connell      422
Occupational mobility      18
Odds ratio      494
Ogden      50
Olson      383
One-sided alternative      300 390
One-way layout      443
Orcutt      558
Order statistics      101 321
Order statistics and probability plots      322
Order statistics, approximate mean and variance of      376
Order statistics, joint density function of      110
Orozco      379
Outliers      362
Overfield      499
Oxidant levels, wind speeds, humidity and insolation      570
Oxygen content of steel rods      442
Ozone effects on weight gains of rats      430
p-value      243
p-value, relation to significance level      302
Pareto distribution      293
Pareto distribution maximum likelihood estimate      293
Pareto distribution method of moments      293
Pauling, Linus      434
Pearson      269 330
Pearson's chi-square statistic      241
Pearson's chi-square statistic relation to likelihood ratio test      311
Pelletier      477
Permutation test      429
permutations      9
Perry      479
Personality and attitudes towards small cars      503
Phillips      335 498
Physicians' advice on smoking      505—506
Pisani      528
Placebo effect      418
Plasma epinephrine concentrations under various anesthetics      479
Plato      296
Poisson distribution      41
Poisson distribution approximation by normal      167
Poisson distribution approximation to binomial      43
Poisson distribution compound      147
Poisson distribution dispersion test      316
Poisson distribution expectation      112
Poisson distribution fit to alpha particle emissions      239
Poisson distribution fit to counts of asbestos fibers      247
Poisson distribution fit to counts of bacterial clumps in milk      314
Poisson distribution fit to counts of yeast cells      287
Poisson distribution fit to insect counts      279
Poisson distribution fit to traffic counts      286
Poisson distribution graphs      42
Poisson distribution maximum likelihood estimate      254
Poisson distribution method of moments      247
Poisson distribution moment generating function      144
Poisson distribution sufficient statistics      54
Poisson distribution variance      144
Poisson distribution, assumptions underlying      43
Poisson distribution, confidence interval for      269
Poisson distribution, sums of independent Poisson variables      146
Poisson process      44 106 136
Poisson process, distance to nearest neighbors      65
Poisson process, realizations of      45
Polar method      97
Polygraph      21
Pooled sample variance      389
Population correlation coefficient      207
Population covariance      207
Population mean      187
Population standard deviation      188
Population total      187
Population variance      187
Porter      455
Posterior distribution      579
Posterior risk      579
Potato beetle counts      297
Power      301
Power of two sample test      400
PRECISION      590
Prediction      140
Prediction interval      555
Predictor variable      507
Pressure and volume in a tank      560
Preston-Thomas      127
Prior distribution      574
Probability generating function      160
Probability integral transform      323
Probability mass function      34
Probability measure      4
Probability plots      322
Product of random variables      107
Propagation of error      148
Proportional allocation      220
Prospective study      495
Proving ring calibration      560
Purves      528
QR method      553
Quadratic form      535
Quadratic form, expectation of      535
Quality control      12
Quantile      47
Quantile, approximate variance of sample quantile      376
Quantile-quantile plot      353
quartile      47
Quenouille      232
QUEUE      31
Quotient of random variables      94
Qurashi      430
Raftery      292
Rainfall in Illinois      383—84
Random effects model      473
Random number generator      81
Random number generator, discrete random variables      106
Random number generator, exponential      81
Random number generator, geometric      67
Random number generator, inverse cdf method      61
Random number generator, linear congruential method      67
Random number generator, normal      97
Random number generator, polar method      97
Random number generator, rejection method      89
Random number generator, Weibull      67
Random sums      138
Random sums variance      139
Random sums, expectation      138
Random sums, moment generating function      147
Random variable      33
Random variable, continuous      46
Random variable, discrete      33
Random variable, function of jointly distributed random variables      92
Random variable, function of single random variable      57
Random variable, independent      83
Randomized block design      465
Randomized response      228
RANGE      102
Rank      403
Rao — Blackwell theorem      284
Ratcliffe      418
Ratio estimate      209
Ratio estimate, approximate bias of      211
Ratio estimate, approximate variance of      211
Ratio, approximate mean and variance of      153
Ratio, estimation of      206
Rayleigh distribution      96
Rayleigh distribution estimation      294
Rayleigh distribution, sufficient statistics      298
Reading scores of third graders      563
Red mite counts on leaves of apple trees      279
Regression      142 528
Rejection method      91
Rejection region      300
Reliability      24
Residual sum of squares      514
Residual sum of squares use in estimating error variance      514 540
Residuals from analysis of variance      450 469
Residuals from simple linear regression      515
Residuals standardized      541
Residuals, covariance matrix of      541
Respiratory resistance as a function of height      563
Response variable      507
Retrospective case-control study      504
Rhines      88
Rice      52 243
Riethof      346 375
Risk      571
Robson      341
Robust      363
Rosen      483
Ross      269
Rudemo      357
Ryan      441 516 565
Sample mean      179 189
Sample moments      249
Sample quantile, approximate variance of      376
Sample space      2
Sample variance      179
Sampling distribution      9 189 241 245
Sampling fraction      194
Sampling with and without replacement      188
Sampling, cluster      224
Sampling, simple      188
Sampling, stratified      213
Sampling, systematic      224
Sarah      27
Schacter      489 504
Schaefer      489
Schuhl      286
Sciandra      505
Selection bias      224 421
Serial correlation      570
Serum potassium levels      319
Settling times of amoebic cysts in water      562
Sex of pilots' offspring      500
Sex ratio in Saxony      338
Shift model      409
Sievers      430
Sign test      334 426
Signed rank test      413
Significance level      300
Simiu      381
Simple hypothesis      299
Simple random sample      188
Simpson      383
Simulation      189
skewness      143 329
smith      498 504 551
Snow geese counts      565
Snyder      500
SOCKS      27
SPACING      110
speed of light      128
Springer      432 507
St. Petersburg paradox      113
Standard deviation      123 245
Standard error      192 248
standardizing      167
Stanley      431
State of nature      571
Steel      247
Stelazine treatment of schizophrenia      431
Stem-and-leaf plot      359
Stereology      88
Stigler      324
Stopping distance of an automobile as a function of velocity      561
Stopwatch lifetimes      480
Strang      553
Strata      213
Stratified random sampling      213
Stratified random sampling, optimal allocation      218
Stratified random sampling, properties of estimates      216
Stratified random sampling, proportional allocation      220
Stream depths and flow rate      517
Strengths of dyestuffs      474
STUDENT      287
Studentized range distribution      451
Suboticanec      434
Sufficient statistics      280
Sufficient statistics, Bernoulli      281
Sufficient statistics, exponential family      283
Sufficient statistics, gamma      298
Sufficient statistics, geometric      298
Sufficient statistics, normal      282
Sufficient statistics, Poisson      298
Sufficient statistics, Rayleigh      298
Suicide counts by month      336
Sum of squares      445 460
Sums of random variables      92 138
Sums of random variables, distribution of      92
Sums of random variables, variance of      131
Survival function      348
Survival times of animals      481
Survival times of guinea pigs infected with tubercle bacilli      349—350
Sutton      430
systematic sampling      224
t distribution      178
t test, independent samples      392
t test, paired samples      411—412
Tanur      186 225
Tay — Sachs disease      36
Test based on least squares estimates      542
Test for differences of means of independent samples      392
Test for differences of means of paired samples      412
Test for equality of binomial proportions      337
Test for equality of variance      430
Test for exponential parameter      333
Test for multinomial parameters      310
Test for normal mean      308
Test for Poisson mean      332
Test for slope and intercept in simple linear regression      515
Test, best      304
Test, Friedman's test      469
Test, Generalized likelihood ratio test      308
Test, Kruskal — Wallis test      453
Test, Likelihood ratio test      304
Test, Mann — Whitney test      403
Test, McNemar's test      493
Test, nonparametric      402
Test, Pearson's $\chi^{2}$ test      241
Test, Poisson dispersion test      316
Test, relation to confidence intervals      306
Test, sign test      426
Test, signed rank test      413
Test, uniformly most powerful      305
Thomas      596
Tibshirani      285
Toland      342 384
Tolerance interval      102
Traffic counts      286
Traugott      224
Trimmed mean      365
Tuberculosis incidence and blood type of Eskimos      499
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