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portada Permutation Statistical Methods: An Integrated Approach
Type
Physical Book
Author
Publisher
Language
English
Pages
622
Format
Paperback
Dimensions
23.4 x 15.6 x 3.3 cm
Weight
0.89 kg.
ISBN13
9783319804194
Categories

Permutation Statistical Methods: An Integrated Approach

Kenneth J. Berry (Author) · Janis E. Johnston (Author) · Paul W. Mielke Jr (Author) · Springer · Paperback

Permutation Statistical Methods: An Integrated Approach - Berry, Kenneth J. ; Mielke Jr, Paul W. ; Johnston, Janis E.

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Synopsis "Permutation Statistical Methods: An Integrated Approach"

This research monograph provides a synthesis of a number of statistical tests and measures, which, at first consideration, appear disjoint and unrelated. Numerous comparisons of permutation and classical statistical methods are presented, and the two methods are compared via probability values and, where appropriate, measures of effect size. Permutation statistical methods, compared to classical statistical methods, do not rely on theoretical distributions, avoid the usual assumptions of normality and homogeneity of variance, and depend only on the data at hand. This text takes a unique approach to explaining statistics by integrating a large variety of statistical methods, and establishing the rigor of a topic that to many may seem to be a nascent field in statistics. This topic is new in that it took modern computing power to make permutation methods available to people working in the mainstream of research. lly-informed="" audience, ="" and="" can="" also="" easily="" serve="" as="" textbook="" in="" graduate="" course="" departments="" such="" statistics, ="" psychology, ="" or="" biology.="" particular, ="" the="" audience="" for="" book="" is="" teachers="" of="" practicing="" statisticians, ="" applied="" quantitative="" students="" fields="" medical="" research, ="" epidemiology, ="" public="" health, ="" biology.

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