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Carte Permutation Statistical Methods KENNETH J. BERRY

Permutation Statistical Methods

An Integrated Approach

Autor: KENNETH J. BERRY
Limbă: engleză
Legare: Carte broșată
Editura: Springer International Publishing AG
Disponibilitate: În depozitul extern
Expediem în 5-8 zile
553.26 lei
This research monograph provides a synthesis of a number of statistical tests and measures, which, a...

Informații despre carte

Autor
KENNETH J. BERRY
Limbă
engleză
Legare
Carte - Carte broșată
Publicat
2018
Pagini
622
EAN
9783319804194
ISBN
9783319804194
Enbook ID
19684666
Editura
Springer International Publishing AG
Greutate
9591
Dimensiuni
155 x 235 x 35

Descriere completă

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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