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portada A Primer of Permutation Statistical Methods
Type
Physical Book
Author
Publisher
Language
English
Pages
476
Format
Paperback
Dimensions
23.4x15.6x2.6 cm
Weight
0.69 kg.
ISBN13
9783030209353
Categories

A Primer of Permutation Statistical Methods

Kenneth J. Berry (Author) · Janis E. Johnston (Author) · Paul W. Mielke Jr (Author) · Springer · Paperback

A Primer of Permutation Statistical Methods - Berry, Kenneth J. ; Johnston, Janis E. ; Mielke Jr, Paul W.

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Synopsis "A Primer of Permutation Statistical Methods "

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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