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permutation tests for complex data: theory, applications, and software

Permutation Tests for Complex Data: Theory, Applications and Software

Written for researchers and practitioners, this book provides a general overview of permutation tests with a focus on recent theoretical advances within univariate and multivariate complex permutation testing problems. The book examines the latest methodologies of univariate and multivariate permutation testing. Topics covered include permutation approaches, equivalence of permutation statistics, analysis of ordered categorical variables, and nonparametric combination methodology. 

MATLAB is used to solve numerous examples in the book. In addition, a supplemental set of MATLAB code files is available for download.

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A propos de ce livre

Fortunato Pesarin, University of Padua
Luigi Salmaso, University of Padua

John Wiley & Sons, Inc., 2010

ISBN: 978-0-470-51641-6
Language: English