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A Primer of Permutation Statistical Methods
Hardcover
Medical ReferenceGeneral ScienceProbability & Statistics
ISBN13: 9783030209322
Publisher: Springer
Published: Aug 13 2019
Pages: 476
Weight: 1.93
Height: 1.06 Width: 6.14 Depth: 9.21
Language: English
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.
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