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A Primer of Permutation Statistical Methods, Kenneth J. Berry; Janis E. Johnston; Paul W. Mielk


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Автор: Kenneth J. Berry; Janis E. Johnston; Paul W. Mielk
Название:  A Primer of Permutation Statistical Methods
ISBN: 9783030209322
Издательство: Springer
Классификация:




ISBN-10: 3030209326
Обложка/Формат: Hardcover
Страницы: 476
Вес: 0.91 кг.
Дата издания: 2019
Язык: English
Издание: 1st ed. 2019
Иллюстрации: 1 tables, color; 7 illustrations, color; 9 illustrations, black and white; xxiii, 476 p. 16 illus., 7 illus. in color.
Размер: 234 x 156 x 27
Читательская аудитория: Professional & vocational
Основная тема: Statistics
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: 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.
Дополнительное описание: Introduction. - A Brief History of Permutation Methods. - Permutation Statistical Methods. - Central Tendency and Variability. - One-sample Tests. - Two-Sample Tests. - Matched-Pairs Tests. - Completely-Randomized Designs. - Randomized-Blocks Designs. - C



A Chronicle of Permutation Statistical Methods

Автор: Kenneth J. Berry; Janis E. Johnston; Paul W. Mielk
Название: A Chronicle of Permutation Statistical Methods
ISBN: 3319027433 ISBN-13(EAN): 9783319027432
Издательство: Springer
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Цена: 15372.00 р.
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Описание: This book covers the birth and historical development of permutation statistical methods from the early 1920s to the present day. Using an accessible, non-mathematical approach, the book presents permutation analogs of many well-known statistical tests.

Permutation Tests for Complex Data - Theory, Applications and Software

Автор: Pesarin
Название: Permutation Tests for Complex Data - Theory, Applications and Software
ISBN: 0470516410 ISBN-13(EAN): 9780470516416
Издательство: Wiley
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Цена: 17099.00 р.
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Описание: Complex multivariate testing problems are frequently encountered in many scientific disciplines, such as engineering, medicine and the social sciences. As a result, modern statistics needs permutation testing for complex data with low sample size and many variables, especially in observational studies.

Permutation Groups and Cartesian Decompositions

Автор: Praeger Cheryl E.
Название: Permutation Groups and Cartesian Decompositions
ISBN: 0521675065 ISBN-13(EAN): 9780521675062
Издательство: Cambridge Academ
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Цена: 12038.00 р.
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Описание: The theory of permutation groups has a wide range of applications including combinatorics, graph theory, computer science, theoretical physics and molecular chemistry. This book introduces topics that will appeal to students and researchers who require knowledge of permutation group theory for their work and are interested in its applications.

Adaptive Tests of Significance Using Permutations of Residuals with R and SAS

Автор: O`Gorman
Название: Adaptive Tests of Significance Using Permutations of Residuals with R and SAS
ISBN: 0470922257 ISBN-13(EAN): 9780470922255
Издательство: Wiley
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Цена: 20109.00 р.
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Описание: Provides the tools needed to successfully perform adaptive tests across a broad range of datasets Adaptive Tests of Significance Using Permutations of Residuals with R and SAS illustrates the power of adaptive tests and showcases their ability to adjust the testing method to suit a particular set of data.

Permutation Methods

Автор: Paul W. Mielke; Kenneth J. Berry
Название: Permutation Methods
ISBN: 1441924167 ISBN-13(EAN): 9781441924162
Издательство: Springer
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Цена: 23058.00 р.
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Описание: This is the second edition of the comprehensive treatment of statistical inference using permutation techniques. This updated version places increased emphasis on the use of alternative permutation statistical tests based on metric Euclidean distance functions.

Permutation Statistical Methods

Автор: Kenneth J. Berry; Paul W. Mielke Jr.; Janis E. Joh
Название: Permutation Statistical Methods
ISBN: 3319287680 ISBN-13(EAN): 9783319287683
Издательство: Springer
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Цена: 15372.00 р.
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Описание: Preface.- 1.Introduction.- 2.Completely Randomized Data.- 3.Randomized Designs: Interval Data.- 4.Regression Analysis of Interval Data.- 5.Randomized Designs: Ordinal Data, I.- 6.Randomized Designs: Ordinal Data, II.- 7.Randomized Designs: Nominal Data.- 8.Randomized Designs: Nominal Data.- 9.Randomized Block Designs: Interval Data.- 10.Randomized Block Designs: Ordinal Data.- 11.Randomized Block Designs: Nominal Data.- Epilogue.- References.- Author Index.- Subject Index.


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