A Primer in Biological Data Analysis and Visualization Using R - Tapa blanda

Hartvigsen, Gregg

 
9780231202138: A Primer in Biological Data Analysis and Visualization Using R
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ISBN 10: 023120213X ISBN 13: 9780231202138
Editorial: Columbia University Press, 2021

Sinopsis

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.

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Acerca del autor

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

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Columbia University Press
Año de publicación
2021
Idioma
Inglés
ISBN 10 
023120213X
ISBN 13 
9780231202138
Encuadernación
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Número de edición
2
Número de páginas
216
Contacto del fabricante
no disponible
Persona responsable
no disponible

Otras ediciones populares con el mismo título

9780231166997: A Primer in Biological Data Analysis and Visualization Using R

Edición Destacada

ISBN 10:  0231166990 ISBN 13:  9780231166997
Editorial: Columbia University Press, 2014
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