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Search within R - Books
R
> Books
Resources
Books
Free and Online
R for Data Science by Garrett Grolemund & Hadley Wickham
- Free book from RStudio developers with emphasis on data science workflow
Resources
Books
Free and Online
R Cookbook by Winston Chang
- A problem-oriented online book that supports his R Graphics Cookbook, 2nd ed. (2018)
Resources
Books
Free and Online
Advanced R, 2nd ed. by Hadley Wickham (2019)
- Advanced R, 2nd ed. by Hadley Wickham (2019) - An online version of the Advanced R book
Resources
Books
Free and Online
R Packages, 2nd ed. by Hadley Wickham & Jennifer Bryan
- A book (in paper and website formats) on writing R packages
Resources
Books
Free and Online
Books written as part of the Johns Hopkins Data Science Specialization
Exploratory Data Analysis with R by Roger D. Peng (2016)
- Exploratory Data Analysis with R by Roger D. Peng (2016) - Basic analytical skills for all sorts of data in R
Resources
Books
Free and Online
Books written as part of the Johns Hopkins Data Science Specialization
R Programming for Data Science by Roger D. Peng (2019)
- R Programming for Data Science by Roger D. Peng (2019) - More advanced data analysis that relies on R programming
Resources
Books
Free and Online
Books written as part of the Johns Hopkins Data Science Specialization
Report Writing for Data Science in R by Roger D. Peng (2019)
- Report Writing for Data Science in R by Roger D. Peng (2019) - R-based methods for reproducible research and report generation
Resources
Books
Free and Online
R for SAS and SPSS users by Bob Muenchen (2012)
- R for SAS and SPSS users by Bob Muenchen (2012) - An excellent resource for users already familiar with SAS or SPSS
Resources
Books
Free and Online
Introduction to Statistical Learning with Application in R by Gareth James et al. (2017)
- Introduction to Statistical Learning with Application in R by Gareth James et al. (2017) - A simplified and "operational" version of The Elements of Statistical Learning. Free softcopy provided by its authors
Resources
Books
Free and Online
The R Inferno by Patrick Burns (2011)
- The R Inferno by Patrick Burns (2011) - Patrick Burns gives insight into R's ins and outs along with its quirks!
Resources
Books
Free and Online
Efficient R Programming by Colin Gillespie & Robin Lovelace (2017)
- Efficient R Programming by Colin Gillespie & Robin Lovelace (2017) - An online version of the OReilly book: Efficient R Programming
Resources
Books
Free and Online
The R Programming Wikibook
- A collaborative handbook for R
Resources
Books
Paid
The Art of R Programming
- It's a good resource for systematically learning fundamentals such as types of objects, control statements, variable scope, classes and debugging in R
Resources
Books
Paid
R Cookbook, 2nd ed. by JD Long & Paul Teetor (2019)
- R Cookbook, 2nd ed. by JD Long & Paul Teetor (2019) - A quick and simple introduction to conducting many common statistical tasks with R
Resources
Books
Paid
R in Action
- This book aims at all levels of users, with sections for beginning, intermediate and advanced R ranging from "Exploring R data structures" to running regressions and conducting factor analyses
Resources
Books
Paid
Use R! Series by Springer
- This series of inexpensive and focused books from Springer publish shorter books aimed at practitioners. Books can discuss the use of R in a particular subject area, such as Bayesian networks, ggplot2 and Rcpp
Resources
Books
Paid
Learning R Programming
- Learning R as a programming language from basics to advanced topics
Resources
Books
Book/monograph Lists and Reviews
R Books List
- List of R Books
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Resources
Books
Book/monograph Lists and Reviews
Readings in Applied Data Science
- These readings reflect Hadley's personal thoughts about applied data science
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Categories
AnomalyDetection
Machine Learning
R package from Twitter
data.table
Data Manipulation
Fast data manipulation in a short and flexible syntax
devtools
R Development
Tools to make an R developer's life easier
dplyr
Data Manipulation
Fast data frames manipulation and database query
ggplot2
Graphic Displays
An implementation of the Grammar of Graphics
knitr
Reproducible Research
Easy dynamic report generation in R
Machine Learning For Hackers
General-Purpose Machine Learning
R
Network Analysis List
Network Analysis
Network Analysis related resources
prophet
Machine Learning
Tool for producing high quality forecasts for time series data that has multiple ...
shiny
Web Technologies and Services
Easy interactive web applications with R. See also awesome-rshiny