The book of R A first course in programming and statistics

Tilman M. Davies

Book - 2016

"A beginner's guide to programming with R, the statistical programming language. Covers key programming techniques like manipulating data structures, reading data from a file, and writing functions. Introduces statistics topics like probability distributions, hypothesis testing, regression analysis, and statistical plots. Includes exercises throughout each chapter"--

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2nd Floor 005.55/R/Davies Due May 9, 2024
Subjects
Published
San Francisco : No Starch Press [2016]
Language
English
Main Author
Tilman M. Davies (author)
Physical Description
pages cm
Bibliography
Includes bibliographical references and index.
ISBN
9781593276515
Contents unavailable.
Review by Choice Review

This is a very inclusive, thorough introduction to R. The first and second parts of the book constitute an introduction to R as a programming language and provide key features of the language, including matrices, arrays, lists, data frames, and the use of conditions and loops. The third part of the book is a basic introduction to statistics, and the fourth part covers statistical testing and modeling, including confidence intervals, hypothesis testing, one-way analysis of variance, and simple and multiple linear regression. The firth part of the work offers an extensive introduction to the use of R for advanced graphics. Many chapters include various exercises. A nice feature is that each chapter concludes with an "Important Code in This Chapter" section, which highlights the code discussed. This title deserves a place in libraries of educational institutions. It will also serve as a good textbook for a variety of courses, such as basic courses in R, basic or advanced courses in statistics, or courses with an emphasis on graphical applications. In addition, the pleasant, relaxed writing style will make this an excellent book for self-study. Summing Up: Recommended. All readers. --R. Bharath, Northern Michigan University

Copyright American Library Association, used with permission.