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" Resampling-based multiple testing : "
Peter H. Westfall, S. Stanley Young.
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BL
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| Record Number
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952770
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b707140
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| Main Entry
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Westfall, Peter H.,1957-
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| Title & Author
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Resampling-based multiple testing : : examples and methods for P-value adjustment /\ Peter H. Westfall, S. Stanley Young.
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| Publication Statement
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New York :: Wiley,, ©1993.
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| Series Statement
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Wiley series in probability and mathematical statistics.Applied probability and statistics
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| Page. NO
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xvii, 340 pages :: illustrations ;; 25 cm.
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| ISBN
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0471557617
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: 9780471557616
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| Notes
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"A Wiley-Interscience publication."
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| Bibliographies/Indexes
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Includes bibliographical references (pages 313-322) and indexes.
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| Contents
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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.
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| Subject
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Resampling (Statistics)
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Statistics.
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Échantillonnage (statistique)
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Empirische Sozialforschung
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Multipler Test
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Resampling (Statistics)
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Resampling (Statistics)
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Resampling
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Statistik
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Data-analyse.
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| Dewey Classification
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519.5/4
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| LC Classification
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QA278.8.W47 1993
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| NLM classification
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QA 278.8 W477 1993
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31.73bcl
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QH 235rvk
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SK 835rvk
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| Added Entry
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Young, S. Stanley,1943-
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