The Book of R: A First Course in Programming and Statistics - Softcover

Davies, Tilman

 
9781593276515: The Book of R: A First Course in Programming and Statistics
Softcover
ISBN 10: 1593276516 ISBN 13: 9781593276515
Publisher: No Starch Press, 2016

Synopsis

The Book of R is a comprehensive, beginner-friendly guide to R, the world s most popular programming language for statistical analysis. Even if you have no programming experience and little more than a grounding in the basics of mathematics, you ll find everything you need to begin using R effectively for statistical analysis. You ll start with the basics, like how to handle data and write simple programs, before moving on to more advanced topics, like producing statistical summaries of your data and performing statistical tests and modeling. You ll even learn how to create impressive data visualizations with R s basic graphics tools and contributed packages, like ggplot2 and ggvis, as well as interactive 3D visualizations using the rgl package. Dozens of hands-on exercises (with downloadable solutions) take you from theory to practice, as you learn: The fundamentals of programming in R, including how to write data frames, create functions, and use variables, statements, and loops Statistical concepts like exploratory data analysis, probabilities, hypothesis tests, and regression modeling, and how to execute them in R How to access R s thousands of functions, libraries, and data sets How to draw valid and useful conclusions from your data How to create publication-quality graphics of your results Combining detailed explanations with real-world examples and exercises, this book will provide you with a solid understanding of both statistics and the depth of R s functionality. Make The Book of R your doorway into the growing world of data analysis.

"synopsis" may belong to another edition of this title.

About the Author

Tilman M. Davies, Ph.D, is a lecturer at the University of Otago in New Zealand, where he teaches statistics at all university levels. He has programmed in R for 10 years and has taught it in multiple courses. His research, with a focus on applied spatial estimation, has been awarded by the New Zealand Statistical Association. He organizes an annual three-day Introduction to R workshop, which inspired him to write this book as a guide for beginners.

"About this title" may belong to another edition of this title.

Publisher
No Starch Press
Publication date
2016
Language
English
ISBN 10 
1593276516
ISBN 13 
9781593276515
Binding
Paperback
Number of pages
832