Kenneth J. Berry / Jr. Mielke / Janis E. Johnston / Kenneth L. Kvamme
Permutation Statistical Methods with R
- Springer International Publishing
- 2022
- Taschenbuch
- 684 Seiten
- ISBN 9783030743635
This book takes a unique approach to explaining permutation statistics by integrating permutation statistical methods with a wide range of classical statistical methods and associated R programs. It opens by comparing and contrasting two models of statistical inference: the classical population model espoused by J. Neyman and E.S. Pearson and the permutation model first introduced by R.A. Fisher and E.J.G. Pitman. Numerous comparisons of permutation and classical statistical methods are presented, supplemented with a variety of R scripts for ease of computation. The text follows the general outline of an introductory textbook in statistics with chapters on central tendency and variability, one-sample tests, two-sample tests, matched-pairs
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