Resampling-Based Multiple Testing: Examples and Methods for P-Value Adjustment

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John Wiley & Sons, Jan 5, 1993 - Mathematics - 340 pages
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Combines recent developments in resampling technology (including the bootstrap) with new methods for multiple testing that are easy to use, convenient to report and widely applicable. Software from SAS Institute is available to execute many of the methods and programming is straightforward for other applications. Explains how to summarize results using adjusted p-values which do not necessitate cumbersome table look-ups. Demonstrates how to incorporate logical constraints among hypotheses, further improving power.
 

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Contents

Basic Concepts
32
Univariate Analysis
76
Multlvariate Analysis
112
Binary Data Applications
146
Further Topics
184
Practical Applications
217
Munchausens Statistical Grid
275
The MULTTEST Procedure
284
Using Software for the Analysis
303
List of Algorithms
323
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