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A Primer in Biological Data Analysis and Visualization Using R

Name: A Primer in Biological Data Analysis and Visualization Using R
Brand: Columbia University Press
SKU: 9780231202138
Price: 41.99 USD
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Contributors:

Gregg Hartvigsen

Publisher:

Columbia University Press

Binding:

Paperback

Book Category:

Education, Mathematics, Medical

Book Subcategory:

Statistics, Numerical Analysis, Biostatistics

Edition Description:

2nd Edition

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The product is eligible for a complimentary return within 30 days from the date of purchase. Furthermore, individual items are shipped within 24 hours of receiving the order.

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Specifications +

Release Date:

2021-06-29

ISBN 13:

9780231202138

Weight:

0.95 lbs

Size:

9.84 x 6.93 x 0.79 inches

Pages:

216

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product description

Description

R is the most widely used open-source statistical and programming environment for the analysis and visualization of biological data. Drawing on Gregg Hartvigsen's extensive experience teaching biostatistics and modeling biological systems, 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 in organizing, computing, and visualizing biological statistics and data, Hartvigsen guides readers through the processes of correctly entering and analyzing data and using R to visualize data using histograms, boxplots, barplots, scatterplots, and other common graph types. He covers testing data for normality, defining and identifying outliers, and working with non-normally distributed data. Students are introduced to common one- and two-sample tests as well as one- and two-way analysis of variance (ANOVA), correlation, and linear and nonlinear regression analyses. This volume also includes a section on advanced procedures and a chapter outlining algorithms and the art of programming using R.

This second edition has been revised to be current with the versions of R software released since the book's original publication. It features updated terminology, sources, and examples throughout.

About the Author
Gregg Hartvigsen is a professor in the Department of Biology at the State University of New York at Geneseo.

A Primer in Biological Data Analysis and Visualization Using R

Description

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