Malte Grosser,Henning Bumann,Hadley Wickham
Advanced R Solutions
Advanced R Solutions
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Excellent- More about Advanced R Solutions
R is a programming language that combines functional programming, object-oriented programming, and statistical computing. It offers a wide range of features and capabilities for data analysis, manipulation, and visualization. This guide provides an introduction to R, covering topics such as memory usage, code performance, functions, handlers, modular tasks, S3 and R6 object-oriented systems, expression parsing, metaprogramming, and performance bottlenecks.
Format: Paperback / softback
Length: 286 pages
Publication date: 24 August 2021
Publisher: Taylor & Francis Ltd
When R creates copies, and how it affects memory usage and code performance
Everything you could ever want to know about functions
The differences between calling and exiting handlers
How to employ functional programming to solve modular tasks
The motivation, mechanics, usage, and limitations of R's highly pragmatic S3 OO system
The R6 OO system, which is more like OO programming in other languages
The rules that R uses to parse and evaluate expressions
How to use metaprogramming to generate HTML or LaTeX with elegant R code
How to identify and resolve performance bottlenecks
Weight: 508g
Dimension: 157 x 234 x 20 (mm)
ISBN-13: 9781032007496
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