عنوان

Resampling-based multiple testing :

0471557617

9780471557616

b707140

Resampling-based multiple testing :

[Book]

examples and methods for P-value adjustment /

Peter H. Westfall, S. Stanley Young.

New York :

Wiley,

©1993.

xvii, 340 pages :

illustrations ;

25 cm.

Applied probability and statistics

"A Wiley-Interscience publication."

Includes bibliographical references (pages 313-322) and indexes.

1. Introduction -- 1.1. The Multiple Testing Problem -- 1.2. Familywise Error Rates -- 1.3. Adjusted p-Values -- 1.4. Statistical Resampling -- 1.5. Multiple Testing Controversies -- 1.6. A Structure for Multiple Testing Data Analysis -- 2. Resampling-Based Adjustments: Basic Concepts -- 2.1. Definitions and Preliminary Material -- 2.2. Guidelines for Resampling-Based Testing -- 2.3. Single-Step Methods -- 2.4. Estimating the p-Value Distribution -- 2.5. The Need for Resampling in Multiple Testing -- 2.6. Step-Down Methods for Free Combinations -- 2.7. Step-Down Methods for Restricted Combinations -- 2.8. Error Rate Control for Step-Down Methods -- 3. Continuous Data Applications: Univariate Analysis -- 3.1. One-Way ANOVA Model: Pairwise Comparisons -- 3.2. One-Way ANOVA Model: Other Comparisons -- 3.3. Two- and Higher-Way ANOVA Models -- 3.4. Allowing for Covariates -- 4. Continuous Data Applications: Multivariate Analysis -- 4.1. Multivariate Randomization Analysis -- 4.2. Multivariate Regression Models -- 4.3. Univariate Regression Analysis -- 4.4. Repeated Measures Multivariate Analysis -- 4.5. Comparing Alternative Methods -- 5. Binary Data Applications -- 5.1. Preliminary Definitions -- 5.2. Univariate Testing Methods -- 5.3. Multiple Testing with Binary Data -- 5.4. Comparison of Bootstrap and Permutation Methods -- 5.5. Multivariate Binary Single-Sample Analysis -- 5.6. Incorporating External Information -- 6. Further Topics -- 6.1. Allocating Error: Weighted p-Values -- 6.2. Comparing Variances -- 6.3. Multiple Testing for Correlations -- 6.4. Infinitely Many Tests -- 6.5. Power -- 6.6. Asymptotic Results -- 6.7. More Complex Models -- 7. Practical Applications -- 7.1. Motivating Examples -- 7.2. Continuous Examples -- 7.3. Binomial and Categorical Examples -- 7.4. Ordered Categorical Examples -- 7.5. A Complex Epidemiology Survey -- Appendix I. Munchausen's Statistical Grid -- Appendix II. Get-the-Lead-Out Guru Challenged -- Appendix III. The MULTTEST Procedure -- AIII. 1 PROC MULTTEST Syntax -- AIII. 2 PROC MULTTEST Details -- Appendix IV. Using Software for the Analysis -- AIV. 1 SAS PROC MULTTEST Examples -- AIV. 2 Selected Programs Using Other Software.

0

Resampling (Statistics)

Statistics.

Data-analyse.

Échantillonnage (statistique)

Empirische Sozialforschung

Multipler Test

Resampling

Resampling (Statistics)

Resampling (Statistics)

Statistik

Westfall, Peter H.,1957-

Young, S. Stanley,1943-

20201207221811.0

[Book]

Y