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A Primer of Permutation Statistical Methods, Paperback / softback Book

A Primer of Permutation Statistical Methods Paperback / softback

Paperback / softback

Available to Order - This title is available to order, with delivery expected within 2 weeks

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The primary purpose of this textbook is to introduce the reader to a wide variety of elementary permutation statistical methods.

Permutation methods are optimal for small data sets and non-random samples, and are free of distributional assumptions.

The book follows the conventional structure of most introductory books on statistical methods, and features chapters on central tendency and variability, one-sample tests, two-sample tests, matched-pairs tests, one-way fully-randomized analysis of variance, one-way randomized-blocks analysis of variance, simple regression and correlation, and the analysis of contingency tables.

In addition, it introduces and describes a comparatively new permutation-based, chance-corrected measure of effect size. Because permutation tests and measures are distribution-free, do not assume normality, and do not rely on squared deviations among sample values, they are currently being applied in a wide variety of disciplines.

This book presents permutation alternatives to existing classical statistics, and is intended as a textbook for undergraduate statistics courses or graduate courses in the natural, social, and physical sciences, while assuming only an elementary grasp of statistics. 

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Available to Order - This title is available to order, with delivery expected within 2 weeks
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