Primer in Biological Data Analysis and Visualization Using R

ISBN-10: 0231166990
ISBN-13: 9780231166997
Edition: 2014
Authors: Gregg Hartvigsen
List price: $36.00
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Description: R is a popular programming language that statisticians use to perform a variety of statistical computing tasks. Rooted in Gregg Hartvigsen's extensive experience teaching biology, this text is an engaging, practical, and lab-oriented introduction to  More...

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Book details

List price: $36.00
Copyright year: 2014
Publisher: Columbia University Press
Publication date: 2/18/2014
Binding: Paperback
Pages: 248
Size: 7.00" wide x 10.00" long x 0.50" tall
Weight: 1.210
Language: English

R is a popular programming language that statisticians use to perform a variety of statistical computing tasks. Rooted in Gregg Hartvigsen's extensive experience teaching biology, this text is an engaging, practical, and lab-oriented introduction to R for students in the life sciences.Underscoring the importance of R and RStudio to the organization, computation, and visualization of biological statistics and data, Hartvigsen guides readers through the processes of entering data into R, working with data in R, and using R to express data in histograms, boxplots, barplots, scatterplots, before/after line plots, pie charts, and graphs. He covers data normality, outliers, and nonnormal data and examines frequently used statistical tests with one value and one sample; paired samples; more than two samples across a single factor; correlation; and linear regression. The volume also includes a section on advanced procedures and a final chapter on possible extensions into programming, featuring a discussion of algorithms, the art of looping, and combining programming and output.

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