Description
Book 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.
Details
The Book of R is the ultimate guide to mastering statistical analysis with R, the most widely-used programming language in the field. Whether you're a beginner or have minimal programming experience, this comprehensive and beginner-friendly book will equip you with all the necessary skills to effectively analyze data using R. With a strong emphasis on hands-on learning, you'll be able to put theory into practice in no time.
Starting from the basics, you'll learn how to handle data and write simple programs effortlessly. As you progress, you'll delve into more advanced topics such as generating statistical summaries and performing tests and modeling. The book also teaches you how to create stunning data visualizations using R's powerful graphics tools and contributed packages, giving your presentations and reports a professional edge.
The Book of R offers a unique learning experience with downloadable solutions to hands-on exercises, allowing you to reinforce your knowledge and become proficient in programming with R. You'll grasp fundamental programming concepts, gain insights into statistical analysis, and learn how to draw valid and meaningful conclusions from your data. This book provides the perfect foundation to navigate the vast functionalities of R, giving you an edge in the growing field of data analysis.
Don't miss out on the opportunity to excel in statistical analysis. Get yourself a copy of The Book of R today and unlock a world of possibilities!
Get your copy of The Book of R today and start your journey into the realm of data analysis!
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