Items related to A First Course in Statistical Programming with R
Synopsis
This new color edition of Braun and Murdoch's bestselling textbook integrates use of the RStudio platform and adds discussion of newer graphics systems, extensive exploration of Markov chain Monte Carlo, expert advice on common error messages, motivating applications of matrix decompositions, and numerous new examples and exercises. This is the only introduction needed to start programming in R, the computing standard for analyzing data. Co-written by an R core team member and an established R author, this book comes with real R code that complies with the standards of the language. Unlike other introductory books on the R system, this book emphasizes programming, including the principles that apply to most computing languages, and techniques used to develop more complex projects. Solutions, datasets, and any errata are available from the book's website. The many examples, all from real applications, make it particularly useful for anyone working in practical data analysis.
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Book Description
A new edition of a bestselling text, this book provides a first course in programming for a broad range of students who need to work with data. Based on the open-source R statistical package, it introduces statistical graphics and numerical computing ideas such as simulation, optimization, and computational linear algebra.
About the Author
W. John Braun is Deputy Director of the Canadian Statistical Sciences Institute. He is also Professor and Head of the Departments of Computer Science, Physics, Mathematics and Statistics at the University of British Columbia, Okanagan. His research interests are in the modeling of environmental phenomena, such as wildfire, as well as statistical education, particularly as it relates to the R programming language.
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- PublisherCambridge University Press
- Publication date2016
- ISBN 10 1107576466
- ISBN 13 9781107576469
- BindingPaperback
- LanguageEnglish
- Edition number2
- Number of pages230
- Rating
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A First Course in Statistical Programming with R
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A First Course in Statistical Programming with R
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