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Full Description
An Essential Reference for Intermediate and Advanced R ProgrammersAdvanced R presents useful tools and techniques for attacking many types of R programming problems, helping you avoid mistakes and dead ends. With more than ten years of experience programming in R, the author illustrates the elegance, beauty, and flexibility at the heart of R.The book develops the necessary skills to produce quality code that can be used in a variety of circumstances. You will learn:The fundamentals of R, including standard data types and functionsFunctional programming as a useful framework for solving wide classes of problemsThe positives and negatives of metaprogramming How to write fast, memory-efficient code This book not only helps current R users become R programmers but also shows existing programmers what's special about R. Intermediate R programmers can dive deeper into R and learn new strategies for solving diverse problems while programmers from other languages can learn the details of R and understand why R works the way it does.
Contents
Introduction Foundations Data structuresSubsetting Vocabulary Style guide FunctionsOO field guide Environments Debugging, condition handling, and defensive programmingFunctional Programming Functional programming Functionals Function operators Computing on the Language Non-standard evaluation Expressions Domain-specific languages Performance Performance Optimising code Memory High performance functions with Rcpp R's C interface Index
