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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
Abel's equation      89
Abundance ratios of potassium isotopes      340
Acceptance region      300
Acceptance sampling      26 230
action      571
Addition law      5
Additive model      456
Admissible decision function      585
Aggressiveness of three species of mice      479—480
AIDS      6 23
Alpha particle emission      239
Alpha particle emissions      341—342
Alternative hypothesis      299
Analysis of variance, one-way layout      443
Analysis of variance, table      449 464
Analysis of variance, two-way layout      455
Andrews      367
Anscombe      278
Anxiety and desire for company      504
Arithmetic mean      361
Armitage      474
Asbestos fiber concentration measured by microscope      564
Asbestos fiber counts      247
Asymptotic relative efficiency      274
Asymptotically efficient      276
Bacterial clumps in milk      313
Bailey      432 507
Balanced design      458
Banach match problem      24
Barlow      342 384
Barnothy      433
Bayes risk      574
Bayes rule      19 574
Bayes rule for quadratic loss      584
Bayes rule for zero-one loss      582
Bayes rule, minimizes posterior risk      579
Bayesian      24
Beecher      467 501
Beeswax hydrocarbon content      375
Beeswax melting points      346
Beller      15
Benjamin      574
Bennet      337
Berelson      502
Berkson      240 341
Bernoulli distribution      35
Bernoulli distribution expectation      120
Bernoulli distribution variance      124
Bernoulli distribution, moment generating function      160
Beta distribution      593
Beta distribution graphs      595
Beta distribution variance      594
Beta distribution, expectation      594
Bevan      243
Bias      126
Bickel      283 285 306 348 422 587
Binomial coefficients      12
Binomial distribution      36
Binomial distribution as limit of hypergeometric      63
Binomial distribution expectation      120
Binomial distribution mode      63
Binomial distribution variance      132
Binomial distribution, approximation by normal      172
Binomial distribution, approximation by Poisson      43
Binomial distribution, graphs      37
Binomial distribution, maximum likelihood estimate      287
Binomial distribution, moment generating function      160
Bird hops between flights      288
Birthday problem      10
Bishop      498
Bismuth I-II transition pressure as a function of temperature      525
Bismuth II-I transition pressure as a function of temperature      557
Bivariate normal distribution      79
Bivariate normal distribution characterization      97
Bivariate normal distribution conditional densities      89
Bivariate normal distribution conditional mean and variance      136
Bivariate normal distribution covariance and correlation      134
Bivariate normal distribution fit to turbulent wind flow      89
Bivariate normal distribution graphs      80 81 82
Bivariate normal distribution marginals      81
Bivariate normal distribution, scatter plots from      135
Bivariate normal distribution, standard      96
Bjerkdahl      349
Bjorck      258
Blehm      563
BLISS      278 341
Blood groups and peptic ulcer      504
Blood platelet aggregation      412
Blood types in Hong Kong      260
Bonferonni inequality      25 472
Bonferonni method      424 453
Bootstrap      252
Bootstrap of estimate of P(x < y)      410
Bootstrap of Hodges — Lehman shift estimate      434
Bootstrap of location estimate      367
Bootstrap of maximum likelihood estimate      257
Bootstrap of method of moments estimate      250—251
Bootstrap of odds ratio estimate      496
Bootstrap of regression parameter estimate      550
Bootstrap, confidence intervals      271
Bootstrap, nonparametric      367
Bootstrap, parametric      285
Bootstrap, percentile method      272 374
Bowman      330
box      472 481
Boxplot      372
Branching process      75
Breast cancer mortality      236—37
Brittleness of nylon bars      337
Brownlee      561
Buchan      563
Buffon's Needle Problem      103
Burr      339
Burt, Cyril      315
Buzina      434
Calcium content of animal feeds      428
California lottery      12 40
Camerin      27
Campbell      477
Capture/recapture method      13
Carey      379
Catheter lengths as a function of patient's height and weight      545
Cauchy distribution      65
Cauchy distribution, generation from      95
Cauchy distribution, nonexistence of mean      114
Cauchy distribution, relation to normal      95
Central limit theorem      169
Chagnon      383
Chalmers      419
Chambers      373
Chang      562
Chapman      561
Characteristic function      148
Chebyshev's inequality      125
Chen      56 89
Chernoff      329
Chi-square distribution      59 177
Chi-square distribution expectation      178
Chi-square distribution of sample variance      181
Chi-square distribution variance      178
Chi-square distribution, approximation by normal      318
Chi-square distribution, moment generating function      178
Chi-square test of goodness of fit      241
Chi-square test of homogeneity      485
Chi-square test of independence      489
Cholesky decomposition      554
Chris      29
Chvojka      412
Classification      572 580
Cleveland      355
Cloud seeding experiments      383 437—440
cluster sampling      224
Cobb      418
Cochran      218 233
Coefficient of determination      546
Coefficient of variation      212 399
Cogswell      562
Coin tosses      337—338
Collinearity      548
Colquhoun      50
Combinations      11
Commutative law      3
Complement      3
Completeness      285
Composite hypothesis      300
Conditional probability      16
Confidence interval      202
Confidence interval based on arithmetic mean      363
Confidence interval based on trimmed mean      368
Confidence interval for difference of means based on independent samples      388 390
Confidence interval for difference of means based on paired samples      412
Confidence interval for maximum likelihood estimate      266
Confidence interval for median      364
Confidence interval for multinomial parameters      270
Confidence interval for normal parameters      266
Confidence interval for population mean      202
Confidence interval for population total      205
Confidence interval for quantile      383
Confidence interval for ratio of variances      430
Confidence interval for regression parameters      515
Confidence interval relation to hypothesis tests      306
Confidence interval, simultaneous      452
Confounding      423
Conjugate prior      597
Consistent estimate      252
Contingency table      490
Convergence almost surely      164
Convergence in distribution      166
Convergence in probability      164
CONVERSE      224
Convolution      93
Cook      552
Cornell      574
Coronary artery disease, diagnosis of      20
Correlation      132
Correlation and mean squared prediction error      142
Correlation and regression      526
Correlation and scatterplots      135
Correlation properties      133
Coupon collection      120
Covariance      129
Covariance matrix      533
Covariance matrix, change under linear transformation      534
Covariance of independent random variables      131
Covariance of linear combinations      131
Cox      432 481 507
Cramer      261
Cramer — Rao lower bound      275
Credibility interval      588
Critical value      302
Cross covariance matrix      536
Cross covariance matrix, change under linear transformation      536
Cukoo egg lengths      339
Cummings      505
Cumulative distribution function (cdf)      34
Cumulative distribution function of a continuous random variable      47
Cumulative distribution function of a discrete random variable      34
Cumulative distribution function, joint      69 73
Cumulative distribution function, marginal      74
D'Agostino      330
Dahiya      329
Dahlquist      258
David      372
Davies      473 492
Deaths at the time of Passover      335
Deaths at the time of the Harvest Moon Festival      499
Deaths from accidental falls by month      336
Decision function      571
DeHoff      88
Delta method      149 see
Demeritt      561
DeMorgan's laws      25
Density function      46
Density function, conditional      86
Density function, joint      73
Density function, marginal      75
Dependent variable in regression      507
Desirability of being a college graduate      499
Diameters and ages of trees      561
diamond      20
Diane's shower      65
Differential effect      445
Digitalis intoxication      15
Disjoint events      3
Dissociation pressure as a function of temperature      558
Distributive laws      3
DNA      9
Doksum      283 285 306 348 430 587
Dominate      585
Dongarra      529
Dorfman      316
Dorsal lengths of octopods      341
Double exponential distribution      107 294
Double-blind experiment      418
Dowdall      500
Draper      557
Drew      29
Drugs' effects on duration of itching      467
Drugs' effects on postoperative nausea      501
Eden      383
Education, age, and interest in political elections      502
Educational and marital status of women in Who's Who      489
Efficiency      273
Efficiency, asymptotic relative efficiency      274
Efficient      276
Efficient, asymptotically efficient      276
Efron      285
Electron cascade      147
Emont      505
Empirical cumulative distribution function (ecdf)      346
Empirical cumulative distribution function (ecdf), covariance function of      375
Empty set      3
Energy consumption of electric ranges      455
Energy consumption of gas ranges      473
Estimate standard error      198 248
Estrogen use and endometrial carcinoma      504
Ethnic backgrounds and attitudes towards womens' roles      500
Evans      297
Event      2
Expectation      111 113
Expectation interpretation as long run average      112
Expectation of functions of random variables      116 117
Expectation of linear combinations      119
Expectation of non-negative continuous random variable      155
Expectation of positive discrete random variable      154
Expectation of product of independent random variables      118
Expectation, conditional      135
Experiment      2
Exponential distribution      48
Exponential distribution cdf      48
Exponential distribution fit to durations of ion channel openings      50
Exponential distribution fit to times between alpha particle emissions      341
Exponential distribution fit to times between microearthquakes      52
Exponential distribution graph      49
Exponential distribution maximum likelihood estimate      291
Exponential distribution median      48
Exponential distribution memoryless property      49
Exponential distribution quartiles      65
Exponential distribution relation to gamma distribution      87 94
Exponential distribution relation to Poisson process      49
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