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

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

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.
Country USA
Brand No Starch Press
Manufacturer No Starch Press
Binding Paperback
ItemPartNumber 42375338
Color Multicolor
ReleaseDate 2016-07-16
UnitCount 1
EANs 9781593276515

Country	USA
Brand	No Starch Press
Manufacturer	No Starch Press
Binding	Paperback
ItemPartNumber	42375338
Color	Multicolor
ReleaseDate	2016-07-16
UnitCount	1
EANs	9781593276515

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

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