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A Chronicle of Permutation Statistical MethodsIntroduction

A Chronicle of Permutation Statistical Methods: Introduction [This chapter introduces permutation statistical methods. This first chapter begins with a brief description of the advantages of permutation methods from statisticians who are advocates of permutation tests, followed by a description of the methods of permutation tests including exact, moment-approximation, and resampling-approximation permutation tests. The chapter continues with an example that contrasts the well-known Student t test and results from exact, moment-approximation, and resampling-approximation permutation tests using historical data. The chapter concludes with a brief overview of the remaining chapters.] http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.png

A Chronicle of Permutation Statistical MethodsIntroduction

Berry, Kenneth J.; Johnston, Janis E.; Mielke, Paul W.
Springer Journals — Mar 6, 2014
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17 pages

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Publisher
Springer International Publishing
Copyright
© Springer International Publishing Switzerland 2014
ISBN
978-3-319-02743-2
Pages
1 –17
DOI
10.1007/978-3-319-02744-9_1
Publisher site
See Chapter on Publisher Site

Abstract

[This chapter introduces permutation statistical methods. This first chapter begins with a brief description of the advantages of permutation methods from statisticians who are advocates of permutation tests, followed by a description of the methods of permutation tests including exact, moment-approximation, and resampling-approximation permutation tests. The chapter continues with an example that contrasts the well-known Student t test and results from exact, moment-approximation, and resampling-approximation permutation tests using historical data. The chapter concludes with a brief overview of the remaining chapters.]

Published: Mar 6, 2014

Keywords: Permutation Test; Randomization Test; Exact Moment; Pearson Type; Permutation Method

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