A First Course in Statistical Programming with R
3rd edn
(Cambridge University Press, 2021)
ART 108
This third edition of Braun and Murdoch’s bestselling textbook now includes discussion of the use and design principles of the tidyverse packages in R, including expanded coverage of ggplot2, and R Markdown. The expanded simulation chapter introduces the Box–Muller and Metropolis–Hastings algorithms. New examples and exercises have been added throughout. This is the only introduction you’ll need to start programming in R, the computing standard for analyzing data. This book comes with real R code that teaches the standards of the language. Unlike other introductory books on the R system, this book emphasizes portable programming skills that apply to most computing languages and techniques used to develop more complex projects. Solutions, datasets, and any errata are available from www.statprogr.science. Worked examples – from real applications – hundreds of exercises, and downloadable code, datasets, and solutions make a complete package for anyone working in or learning practical data science.
(Description Source: Cambridge University Press)
Author
John Braun is a professor of Statistics at the University of British Columbia (Okanagan). After completing his PhD in Statistics at the University of Western Ontario, he held positions at a number of universities, including Western for 14 years where he attained the rank of Full Professor and was Chair of the Statistics Graduate Program for 5 years. In 2014, he became Head of Computer Science, Mathematics, Physics and Statistics at UBC’s Okanagan campus. The following year he became Deputy Director of the Canadian Statistical Sciences Institute (CANSSI).
His research in statistics has often been motivated by scientific problems, coming from psychology, biology, medicine, engineering and physics. His methodological research is concerned with smoothing and inference techniques as they apply to data visualization and process monitoring.
Duncan J. Murdoch is a professor emeritus and was a member of the R Core Team of developers and co-president of the R Foundation. He is one of the developers of the rgl package for 3D visualization in R, and has also developed numerous other R packages.
UBC Library Holdings
How to Purchase this Book
From the Publisher – Cambridge University Press
From Used-book Sellers – ABE, Amazon, Antiqbook, Biblio, Vialibri
Paper ISBN: 9781108995146
ePub ISBN: 9781108993456
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