A First Course in Statistical Programming with R

Nonfiction, Computers, Advanced Computing, Natural Language Processing, Science & Nature, Mathematics, General Computing
Cover of the book A First Course in Statistical Programming with R by W. John Braun, Duncan J. Murdoch, Cambridge University Press
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Author: W. John Braun, Duncan J. Murdoch ISBN: 9781316714829
Publisher: Cambridge University Press Publication: July 18, 2016
Imprint: Cambridge University Press Language: English
Author: W. John Braun, Duncan J. Murdoch
ISBN: 9781316714829
Publisher: Cambridge University Press
Publication: July 18, 2016
Imprint: Cambridge University Press
Language: English

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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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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