Springer Series in Statistics Permutation Methods: A Distance Function Approach

Type

Book

Authors

Mielke ( Mielke, Paul W. Jr. )

Berry ( Berry, Kenneth )

ISBN 10

0387698116

ISBN 13

9780387698113

Tags

Computer Vision & Pattern Recognition, Data Mining, Security & Encryption, Testing & Measurement, Environmental Science, Probability & Statistics, Statistics, Public Health

Series Name

Springer Series in Statistics

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. - from Amzon

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