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Permutation Methods
A Distance Function Approach
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Main description:

This is the second edition of the comprehensive treatment of statistical inference using permutation techniques. It makes available to practitioners a variety of useful and powerful data analytic tools that rely on very few distributional assumptions. Although many of these procedures have appeared in journal articles, they are not readily available to practitioners. This new and updated edition places increased emphasis on the use of alternative permutation statistical tests based on metric Euclidean distance functions that have excellent robustness characteristics. These alternative permutation techniques provide many powerful multivariate tests including multivariate multiple regression analyses.


Contents:

Description of MRPP.- Additional MRPP Applications.- Description of MRBP.- Regression Analysis, Prediction, and Agreement.- Goodness-of-Fit Tests.- Contingency Tables.- Multisample Homogeneity Tests.- Selected Permutation Studies.


PRODUCT DETAILS

ISBN-13: 9781441924162
Publisher: Springer (Springer-Verlag New York Inc.)
Publication date: November, 2010
Pages: 446
Weight: 700g
Availability: Available
Subcategories: Public Health
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