A Primer of Permutation Statistical Methods. 1st ed. 2019

種類:

電子ブック

責任表示:

by Kenneth J. Berry, Janis E. Johnston, Paul W. Mielke, Jr

出版情報:

Cham : Springer International Publishing : Imprint: Springer, 2019

著者名:

• Berry, Kenneth J.
• Johnston, Janis E.
• Mielke, Jr., Paul W.
• SpringerLink (Online service)

ISBN:

9783030209339 [3030209334]    

注記:

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 clas

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