A Primer of Permutation Statistical Methods 1st edition by Kenneth Berry 9783030209339 3030209334

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Product details:

• ISBN 10:3030209334 

• ISBN 13:9783030209339

• Author:Kenneth Berry 

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.  

A Primer of Permutation Statistical Methods 1st Table of contents:

Cover
Front Matter
1. Introduction
2. A Brief History of Permutation Methods
3. Permutation Statistical Methods
4. Central Tendency and Variability
5. One-Sample Tests
6. Two-Sample Tests
7. Matched-Pairs Tests
8. Completely-Randomized Designs
9. Randomized-Blocks Designs
10. Correlation and Regression
11. Contingency Tables
Back Matter 

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