Advanced R Solutions by Grosser, Malte; Bumann, Henning; Wickham, Hadley;

Series: Chapman & Hall/CRC The R Series;

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Product details:

Edition number 1
Publisher Chapman and Hall
Date of Publication 24 August 2021

ISBN 9781032007502
Binding Hardback
No. of pages302 pages
Size 234x156 mm
Weight 635 g
Language English
Illustrations 13 Illustrations, black & white; 10 Illustrations, color; 13 Line drawings, black & white; 10 Line drawings, color

Short description:

This book offers solutions to all 284 exercises in Advanced R, Second Edition. All the solutions have been carefully documented and made to be as clear and accessible as possible.

Long description:

This book offers solutions to all 284 exercises in Advanced R, Second Edition. All the solutions have been carefully documented and made to be as clear and accessible as possible. Working through the exercises and their solutions will give you a deeper understanding of a variety of programming challenges, many of which are relevant to everyday work. This will expand your set of tools on a technical and conceptual level. You will be able to transfer many of the specific programming schemes directly and will discover far more elegant solutions to everyday problems.

Features:

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

"I learned a lot working through their solutions — it's a great way to broaden and deepen your understanding of R. (I should probably go through it again...)"
- Greg Wilson

"Advance R Solutions is a great educational resource that I can recommend to my students. [. . . ] Advanced R, 2nd Edition and the new Advanced R Solutions constitute a dynamic duo for advancing my student’s knowledge in an orderly manner.

[. . .] I would say that if you’re a data scientists who uses R, then Advanced R Solutions should be part of your professional library. Taking some time to explore the various solutions and expand on them with your own experiments, will only help you hone your skills and increase your knowledge. R is a great programming environment that I enjoy on a daily basis. Having yet another resource like this for deepening my knowledge can only lead to good things."
– insideBIGDATA, Daniel D. Gutierrez