ABSTRACT

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 bo

chapter 1|10 pages

Introduction

part |2 pages

I Foundations

chapter 2|20 pages

Data structures

chapter 3|24 pages

Subsetting

chapter 4|6 pages

Vocabulary

chapter 5|6 pages

Style guide

chapter 6|30 pages

Functions

chapter 7|24 pages

OO field guide

chapter 8|26 pages

Environments

part |2 pages

Part II: Functional programming

chapter 10|24 pages

Functional programming

chapter 11|34 pages

Functionals

chapter 12|24 pages

Function operators

part |2 pages

III Computing on the language

chapter 13|22 pages

Non-standard evaluation

chapter 14|30 pages

Expressions

chapter 15|18 pages

Domain specific languages

part |2 pages

Part IV: Performance

chapter 16|18 pages

Performance

chapter 17|28 pages

Optimising code

chapter 18|18 pages

Memory

chapter 19|36 pages

High performance functions with Rcpp

chapter 20|21 pages

R’sC interface