Applied statistics with R

Applied statistics with R: a practical guide for the life sciences

by Touchon, Justin C.

Type Book
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This book uses the statistical language R, which is the choice of ecologists worldwide and is rapidly becoming the 'go-to' stats program throughout the life-sciences. Furthermore, by using a single, real-world dataset throughout the book, readers are encouraged to become deeply familiar with an imperfect but realistic set of data.

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Title Statements

  • Full title :Applied statistics with R : a practical guide for the life sciences / Justin C. Touchon.

Summary

This book uses the statistical language R, which is the choice of ecologists worldwide and is rapidly becoming the 'go-to' stats program throughout the life-sciences. Furthermore, by using a single, real-world dataset throughout the book, readers are encouraged to become deeply familiar with an imperfect but realistic set of data.

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Edition Statements

  • Publication Date:©2021
  • Edition:First edition

Publication Statements

  • Publisher(s):Oxford University Press
  • Place of Publication:Oxford, United Kingdom
  • Language:eng
  • Publication Date:©2021

Notes

Includes index.

The Physical Object

  • Description:xix, 313 pages : : illustrations (some color) ; : 24 cm

Edition Identifiers

  • ISBN:9780198869337, 0198869339, 9780198869979, 0198869975
  • oclc:on1233267970
  • LC Classification:QH323.5
  • Dewey Decimal:570.1/5195

Table of Contents

1 Introduction to R -- 2 Before you begin (aka thoughts on proper data analysis) -- 3 Exploratory data analysis and data summarization -- 4 Introduction to plotting -- 5 Basic statistical analyses -- 6 More linear models! -- 7 Generalized linear models (GLM) -- 8 Mixed effects models -- 9 Advanced data wrangling and plotting -- 10 Writing loops and functions in R -- 11 Final thoughts.

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Subjects

biometrics Biométrie Biometry R (Computer program language) R (Langage de programmation)

Writers

Touchon, Justin C.

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