Resampling based multiple testing: examples and methods for p-value adjustment
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
New York, NY [u.a.]
Wiley
1993
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| Schriftenreihe: | Wiley series in probability and mathematical statistics
A Wiley Interscience publication |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XVII, 340 S. graph. Darst. |
| ISBN: | 0471557617 |
Internformat
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Datensatz im Suchindex
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| adam_text | Titel: Resampling based multiple testing
Autor: Westfall, Peter H
Jahr: 1993
Contents Preface xi Acknowledgments xvii 1. Introduction 1.1 The Multiple Testing Problem, 4 1.2 Familywise Error Rates, 9 1.3 Adjusted / Values, 11 1.4 Statistical Resampling, 12 1.5 Multiple Testing Controversies, 19 1.6 A Structure for Multiple Testing Data Analysis, 24 2. Resampling-Based Adjustments: Basic Concepts 2.1 Definitions and Preliminary Material, 33 2.2 Guidelines for Resampling-Based Testing, 35 2.3 Single-Step Methods, 43 2.4 Estimating the p- Value Distribution, 53 2.5 The Need for Resampling in Multiple Testing, 55 2.6 Step-Down Methods for Free Combinations, 62 2.7 Step-Down Methods for Restricted Combinations, 68 2.8 Error Rate Control for Step-Down Methods, 72 3. Continuous Data Applications: Univariate Analysis 3.1 One-Way ANOVA Model: Pairwise Comparisons, 77 3.2 One-Way ANOVA Model: Other Comparisons, 94 3.3 Two- and Higher-Way ANOVA Models, 102 3.4 Allowing for Covariates, 106 I 32 76 vu
CONTENTS 4. Continuous Data Applications: Multivariate Analysis 4.1 Multivariate Randomization Analysis, 113 4.2 Multivariate Regression Models, 121 4.3 Univariate Regression Analysis, 131 4.4 Repeated Measures Multivariate Analysis, 134 4.5 Comparing Alternative Methods, 139 5. Binary Data Applications 5.1 Preliminary Definitions, 147 5.2 Univariate Testing Methods, 149 5.3 Multiple Testing with Binary Data, 156 5.4 Comparison of Bootstrap and Permutation Methods, 169 5.5 Multivariate Binary Single-Sample Analysis, 177 5.6 Incorporating External Information, 180 6. Further Topics 6.1 Allocating Error: Weighted p- Values, 184 6.2 Comparing Variances, 188 6.3 Multiple Testing for Correlations, 194 6.4 Infinitely Many Tests, 199 6.5 Power, 204 6.6 Asymptotic Results, 210 6.7 More Complex Models, 214 7. Practical Applications 7.1 Motivating Examples, 218 7.2 Continuous Examples, 233 7.3 Binomial and Categorical Examples, 245 7.4 Ordered Categorical Examples, 259 7.5 A Complex Epidemiology Survey, 269 Appendix I. Munchausen’s Statistical Grid Appendix II. Get-the-Lead-Out Guru Challenged Appendix III. 112 146 184 217 275 278 284 The MULTTEST Procedure AIII.l PROC MULTTEST Syntax, 284 AIII.2 PROC MULTTEST Details, 291
CONTENTS IX Appendix IV. Using Software for the Analysis 303 AIV.l SAS PROC MULTTEST Examples, 303 AIV.2 Selected Programs Using Other Software, 304 References 313 List of Algorithms 323 List of Examples 325 Example Index 329 Author Index 331 Subject Index 335
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| indexdate | 2024-07-09T17:07:46Z |
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| isbn | 0471557617 |
| language | English |
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| spelling | Westfall, Peter H. 1957- Verfasser (DE-588)171276752 aut Resampling based multiple testing examples and methods for p-value adjustment Peter H. Westfall ; S. Stanley Young New York, NY [u.a.] Wiley 1993 XVII, 340 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Wiley series in probability and mathematical statistics A Wiley Interscience publication Data-analyse gtt Echantillonnage Test statistique Échantillonnage (statistique) ram Resampling (Statistics) Resampling (DE-588)4288033-6 gnd rswk-swf Multipler Test (DE-588)4294391-7 gnd rswk-swf Multipler Test (DE-588)4294391-7 s Resampling (DE-588)4288033-6 s DE-604 Young, S. Stanley 1943- Verfasser (DE-588)172567580 aut HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=005049746&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Westfall, Peter H. 1957- Young, S. Stanley 1943- Resampling based multiple testing examples and methods for p-value adjustment Data-analyse gtt Echantillonnage Test statistique Échantillonnage (statistique) ram Resampling (Statistics) Resampling (DE-588)4288033-6 gnd Multipler Test (DE-588)4294391-7 gnd |
| subject_GND | (DE-588)4288033-6 (DE-588)4294391-7 |
| title | Resampling based multiple testing examples and methods for p-value adjustment |
| title_auth | Resampling based multiple testing examples and methods for p-value adjustment |
| title_exact_search | Resampling based multiple testing examples and methods for p-value adjustment |
| title_full | Resampling based multiple testing examples and methods for p-value adjustment Peter H. Westfall ; S. Stanley Young |
| title_fullStr | Resampling based multiple testing examples and methods for p-value adjustment Peter H. Westfall ; S. Stanley Young |
| title_full_unstemmed | Resampling based multiple testing examples and methods for p-value adjustment Peter H. Westfall ; S. Stanley Young |
| title_short | Resampling based multiple testing |
| title_sort | resampling based multiple testing examples and methods for p value adjustment |
| title_sub | examples and methods for p-value adjustment |
| topic | Data-analyse gtt Echantillonnage Test statistique Échantillonnage (statistique) ram Resampling (Statistics) Resampling (DE-588)4288033-6 gnd Multipler Test (DE-588)4294391-7 gnd |
| topic_facet | Data-analyse Echantillonnage Test statistique Échantillonnage (statistique) Resampling (Statistics) Resampling Multipler Test |
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