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排列统计方法入门-A Primer of Permutation Statistical Methods

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上传于 2020-03-02 44次下载 325次围观
文件编号:6086
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标题(title):A Primer of Permutation Statistical Methods
排列统计方法入门
作者(author):Kenneth J. Berry, Janis E. Johnston, Paul W. Mielke, Jr.
出版社(publisher):Springer International Publishing
大小(size):6 MB (6792475 bytes)
格式(extension):pdf
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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.




Table of contents :
Front Matter ....Pages i-xxiii
Introduction (Kenneth J. Berry, Janis E. Johnston, Paul W. Mielke Jr.)....Pages 1-15
A Brief History of Permutation Methods (Kenneth J. Berry, Janis E. Johnston, Paul W. Mielke Jr.)....Pages 17-55
Permutation Statistical Methods (Kenneth J. Berry, Janis E. Johnston, Paul W. Mielke Jr.)....Pages 57-82
Central Tendency and Variability (Kenneth J. Berry, Janis E. Johnston, Paul W. Mielke Jr.)....Pages 83-100
One-Sample Tests (Kenneth J. Berry, Janis E. Johnston, Paul W. Mielke Jr.)....Pages 101-152
Two-Sample Tests (Kenneth J. Berry, Janis E. Johnston, Paul W. Mielke Jr.)....Pages 153-205
Matched-Pairs Tests (Kenneth J. Berry, Janis E. Johnston, Paul W. Mielke Jr.)....Pages 207-255
Completely-Randomized Designs (Kenneth J. Berry, Janis E. Johnston, Paul W. Mielke Jr.)....Pages 257-313
Randomized-Blocks Designs (Kenneth J. Berry, Janis E. Johnston, Paul W. Mielke Jr.)....Pages 315-359
Correlation and Regression (Kenneth J. Berry, Janis E. Johnston, Paul W. Mielke Jr.)....Pages 361-407
Contingency Tables (Kenneth J. Berry, Janis E. Johnston, Paul W. Mielke Jr.)....Pages 409-459
Back Matter ....Pages 461-476
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