A Primer in Biological Data Analysis and Visualization Using R - Brossura

Hartvigsen, Gregg

 
9780231166997: A Primer in Biological Data Analysis and Visualization Using R
Brossura
ISBN 10: 0231166990 ISBN 13: 9780231166997
Casa editrice: Columbia Univ Pr, 2014

Sinossi

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.

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Informazioni sull?autore

Gregg Hartvigsen is a professor in the Department of Biology at the State University of New York at Geneseo. He taught a workshop on network analysis using R at the National Institute for Mathematical and Biological Synthesis at the University of Tennessee, Knoxville, and was a visiting scientist and site reviewer for the Mathematical Biosciences Institute at Ohio State University. He also served as co-PI on a National Science Foundation training grant for undergraduate biology and mathematics.

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Editore
Columbia Univ Pr
Data di pubblicazione
2014
Lingua
Inglese
ISBN 10 
0231166990
ISBN 13 
9780231166997
Rilegatura
Copertina flessibile
Numero di pagine
234
Contatto del produttore
non disponibile
Persona responsabile
non disponibile

Altre edizioni note dello stesso titolo

9780231202138: A Primer in Biological Data Analysis and Visualization Using R

Edizione in evidenza

ISBN 10:  023120213X ISBN 13:  9780231202138
Casa editrice: Columbia Univ Pr, 2021
Brossura