Introduction to Nonparametric Statistics for the Biological S... - 9783319306339

ISBN-13: 9783319306339, 978-3319306339.

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Introduction to Nonparametric Statistics for the Biological Sciences Using R
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Author(s): Thomas W. MacFarland, Jan M. YatesFormat: HardbackPublisher: Springer International Publishing AG, SwitzerlandImprint: Springer International Publishing AGISBN-13: 9783319306339, 978-3319306339Synopsis

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.

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