Permutation Methods

Name: Permutation Methods
SKU: 2049286
Price: 302.00 NZD
Availability: InStock

A Distance Function Approach

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Format:

Hardback

Series:

Springer Series in Statistics

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Description

Most commonly-used parametric and permutation statistical tests, such as the matched-pairs t test and analysis of variance, are based on non-metric squared distance functions that have very poor robustness characteristics. This second 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. In addition to permutation techniques described in the first edition, this second edition also contains various new permutation statistical methods and studies that include resampling multiple contingency table analyses, analysis concerns involving log-linear models with small samples, an exact discrete analog of Fisher’s continuous method for combining P-values that arise from small data sets, multiple dichotomous response analyses, problems regarding Fisher’s Z transformation for correlation analyses, and multivariate similarity comparisons between corresponding multiple categories of two samples.

Release date NZ

August 10th, 2007

Author

Audiences

Postgraduate, Research & Scholarly
Undergraduate

Edition

2nd ed. 2007

Illustrations

XVIII, 446 p.

Pages

446

Series

Springer Series in Statistics

Dimensions

156x234x25

ISBN-13

9780387698113

Product ID

2049286

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