Title
The Book of R: A First Course in Programming and Statistics,New
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The Book of R is a comprehensive, beginnerfriendly 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 handson 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 loopsStatistical concepts like exploratory data analysis, probabilities, hypothesis tests, and regression modeling, and how to execute them in RHow to access R?s thousands of functions, libraries, and data setsHow to draw valid and useful conclusions from your dataHow to create publicationquality graphics of your resultsCombining detailed explanations with realworld 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.
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This product may contain chemicals known to the State of California to cause cancer, birth defects, or other reproductive harm.
For more information, please visit www.P65Warnings.ca.gov.
- Q: What is 'The Book of R' about? A: 'The Book of R' is a beginner-friendly guide that introduces readers to the R programming language, focusing on its application in statistical analysis and data visualization.
- Q: Who is the author of 'The Book of R'? A: The book is authored by Tilman M. Davies.
- Q: What topics does 'The Book of R' cover? A: It covers programming fundamentals in R, statistical concepts, data handling, statistical tests, modeling, and creating data visualizations.
- Q: Is 'The Book of R' suitable for beginners? A: Yes, it is designed for beginners, requiring no prior programming experience, although a basic understanding of mathematics is beneficial.
- Q: How many pages does 'The Book of R' have? A: 'The Book of R' contains 832 pages.
- Q: What is the binding type of 'The Book of R'? A: The book is available in paperback binding.
- Q: When was 'The Book of R' published? A: 'The Book of R' was published on July 16, 2016.
- Q: Does 'The Book of R' include practical exercises? A: Yes, the book includes dozens of hands-on exercises with downloadable solutions to reinforce learning.
- Q: What programming functionalities will I learn from 'The Book of R'? A: You will learn to handle data frames, create functions, use variables, statements, and loops in R.
- Q: Can I create visualizations with R as taught in 'The Book of R'? A: Yes, the book teaches how to create impressive data visualizations using R's basic graphics tools and packages like ggplot2.