02838nam a22003977a 4500 21828670 20231010084350.0 m |o d | cr ||||||||||| 231010b |||||||| |||| 00| 0 eng d 2020053896 9780231554404 (ebook) 9780231202121 (hardback) 9780231202138 (trade paperback) DLC eng KMU rda KMU pcc QH 324.12 Har Hartvigsen, Gregg, author. A primer in biological data analysis and visualization using R / Gregg Hartvigsen. Second edition. 2107 New York City : Columbia University Press, 2021. 1 online resource text txt rdacontent computer c rdamedia online resource cr rdacarrier Includes bibliographical references and index. "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"-- Provided by publisher. Description based on print version record and CIP data provided by publisher; resource not viewed. R (Computer program language) Mathematical statistics Data processing. Print version: Hartvigsen, Gregg. A primer in biological data analysis and visualization using R Second edition. New York City : Columbia University Press, 2021. 9780231202121 (DLC) 2020053895 7 cbc orignew 1 ecip 20 y-gencatlg lcc BK 0 667 667 0 0 lcc 0 0 NFIC CPL CPL OA 2023-10-19 Book Aid 0 QH 324.12 Har 300206 2023-10-19 00:00:00 2023-10-19 BK