株式会社極東書店トップ商品一覧Introduction to Nonparametric Statistics for the Biological Sciences Using R. Softcover reprint of the original 1st ed. 2016

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Introduction to Nonparametric Statistics for the Biological Sciences Using R. Softcover reprint of the original 1st ed. 2016

Introduction to Nonparametric Statistics for the Biological Sciences Using R. Softcover reprint of the original 1st ed. 2016

・ISBN 978-3-319-80856-7 paper EUR 64.99

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お気に入り
著者・編者MacFarland, Thomas W. / Yates, Jan M.,
出版社 (Springer International Publishing AG, SZ)
出版年月2018
ページ数329 pp.
言語ENG
ニュース番号<A02-90307>

解説

This book contains a rich set of tools for nonparametric analyses, and the purpose of this text is to provide guidance to students and professional researchers on how R is used for nonparametric data analysis in the biological sciences:

  • To introduce when nonparametric approaches to data analysis are appropriate
  • To introduce the leading nonparametric tests commonly used in biostatistics and how R is used to generate appropriate statistics for each test
  • To introduce common figures typically associated with nonparametric data analysis and how R is used to generate appropriate figures in support of each data set

The book focuses on how R is used to distinguish between data that could be classified as nonparametric as opposed to data that could be classified as parametric, with both approaches to data classification covered extensively. Following an introductory lesson on nonparametric statistics for the biological sciences, the book is organized into eight self-contained lessons on various analyses and tests using R to broadly compare differences between data sets and statistical approach.