A Primer in Biological Data Analysis and Visualization Using R

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A Primer in Biological Data Analysis and Visualization Using R

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 entering data into R, working with data in R, 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-normal 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 introducing algorithms and the art of programming using R.
Country USA
Brand Columbia University Press
Manufacturer Columbia University Press
Binding Paperback
ItemPartNumber 9780231166997
UnitCount 1
Format Illustrated
EANs 9780231166997
ReleaseDate 0000-00-00

Country	USA
Brand	Columbia University Press
Manufacturer	Columbia University Press
Binding	Paperback
ItemPartNumber	9780231166997
UnitCount	1
Format	Illustrated
EANs	9780231166997
ReleaseDate	0000-00-00

A Primer in Biological Data Analysis and Visualization Using R

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