The following books emphasize the language features of R (opposed to applications such as statistics, machine learning or visualization).
Introduction
 | Norman Matloff, The Art of R Programming: A Tour of Statistical Software Design, No Starch Press; 1 edition (October 15, 2011) [Amazon] |
Advanced
 | Hadley Wickham, Advanced R, Chapman and Hall/CRC; 1 edition (September 25, 2014) [Amazon] |
 | John M. Chambers, Extending R, Chapman and Hall/CRC (May 24, 2016) [Amazon] |
Special Topics
 | Hadley Wickham, R Packages: Organize, Test, Document, and Share Your Code, O'Reilly Media; 1 edition (April 13, 2015) [Amazon] |
 | Dirk Eddelbuettel, Seamless R and C++ Integration with Rcpp, Springer; 2013 edition (June 4, 2013) [Amazon] |
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