Permutation Statistical Methods

An Integrated Approach

Autor: KENNETH J. BERRY

Jazyk:

Väzba: Brožovaná

Vydavateľ: Springer International Publishing AG

Dostupnosť: Skladom u dodávateľa

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This research monograph provides a synthesis of a number of statistical tests and measures, which, a...

Informácie o knihe

Autor

KENNETH J. BERRY

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2018

Stránok

622

EAN

9783319804194

ISBN

9783319804194

Enbook ID

19684666

Vydavateľ

Springer International Publishing AG

Hmotnosť

9591

Rozmery

155 x 235 x 35

Kompletný popis

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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Permutation Statistical Methods

An Integrated Approach

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