A Primer of Permutation Statistical Methods
tarafından
Berry, Kenneth J. author.
Başlık
:
A Primer of Permutation Statistical Methods
Yazar
:
Berry, Kenneth J. author.
ISBN
:
9783030209339
Yazar
:
Berry, Kenneth J. author.
Edisyon
:
1st ed. 2019.
Fiziksel Niteleme
:
XXIII, 476 p. 8 illus., 1 illus. in color. online resource.
Özet
:
The primary purpose of this textbook is to introduce the reader to a wide variety of elementary permutation statistical methods. Permutation methods are optimal for small data sets and non-random samples, and are free of distributional assumptions. The book follows the conventional structure of most introductory books on statistical methods, and features chapters on central tendency and variability, one-sample tests, two-sample tests, matched-pairs tests, one-way fully-randomized analysis of variance, one-way randomized-blocks analysis of variance, simple regression and correlation, and the analysis of contingency tables. In addition, it introduces and describes a comparatively new permutation-based, chance-corrected measure of effect size. Because permutation tests and measures are distribution-free, do not assume normality, and do not rely on squared deviations among sample values, they are currently being applied in a wide variety of disciplines. This book presents permutation alternatives to existing classical statistics, and is intended as a textbook for undergraduate statistics courses or graduate courses in the natural, social, and physical sciences, while assuming only an elementary grasp of statistics.
Konu Başlığı
:
Statistics .
Biostatistics.
Combinatorics.
Mathematics.
History.
Statistical Theory and Methods. https://scigraph.springernature.com/ontologies/product-market-codes/S11001
Statistics for Life Sciences, Medicine, Health Sciences. https://scigraph.springernature.com/ontologies/product-market-codes/S17030
Biostatistics. https://scigraph.springernature.com/ontologies/product-market-codes/L15020
Combinatorics. https://scigraph.springernature.com/ontologies/product-market-codes/M29010
History of Mathematical Sciences. https://scigraph.springernature.com/ontologies/product-market-codes/M23009
Yazar Ek Girişi
:
Johnston, Janis E.
Mielke, Jr., Paul W.
Ek Kurum Yazar
:
SpringerLink (Online service)
Elektronik Erişim
:
Materyal Türü | Barkod | Yer Numarası | Durumu/İade Tarihi |
---|
Electronic Book | 428679-1001 | QA276 -280 | Springer E-Book Collection |