Title: The Book of R Pdf A First Course in Programming and Statistics
Author: Tilman M. Davies
Published Date: 2016-12-16
Page: 832
Tilman M. Davies is a senior lecturer at the University of Otago in New Zealand, where he teaches statistics and R at all university levels. He has been programming in R for 10 years and uses it in all of his courses.
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.
You won't regret this buy if you're new to R. For what it is, this is a good book. It has lots of useful basic information to help new users like me get started. What is missing is any treatment of time series.I LOVE this book!!! I almost never write Amazon reviews, but feel compelled to in the case of this gem of a textbook.Quick about me:-solid general computer skills (e.g. Excel), but NO programming background-took statistics in high school, barely passed calculus in college-was inspired to learn R after seeing a colleague use it for data analysis-have been disappointed by R texts that I've encountered thus far, finding them either too advanced or poorly organized/writtenWhy I am giving this book 5 stars:-it is structured very logically, starting with the basics of the language before moving onto programming, statistics, and more advanced concepts-it is accessible to a wide audience, yet goes into the necessary level of detail-it is well written, in an easy, clear voice-an appropriate balance of text vs code examples and graphics-it has effective exercises at logical points to ensure the reader not only understands, but can execute the concepts learned-it is aesthetically very nice -- the spine doesn't crack, the book doesn't warp over time, the font and text size are very readableAs a sidenote, I ordered R for Dummies as well. I didn't give it an especially thorough glance, but quickly flipped through it and decided to return it because I knew on first glance that The Book of R was far superior.Good Start but Is a Very Long Book. The Book of R is an excellent book to start with when it comes to learning R for the first time. It's a huge book which is nearly 800 pages long. That being said, I lost motivation after 500 pages because I saw too many technical details not relevant to me. The author should have focused on the basics first. All in all, The Book of R should initially serve you well.
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