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Advanced R Solutions

Medium: Buch
ISBN: 978-1-032-00749-6
Verlag: Chapman and Hall/CRC
Erscheinungstermin: 24.08.2021
Lieferfrist: bis zu 10 Tage

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


Produkteigenschaften


  • Artikelnummer: 9781032007496
  • Medium: Buch
  • ISBN: 978-1-032-00749-6
  • Verlag: Chapman and Hall/CRC
  • Erscheinungstermin: 24.08.2021
  • Sprache(n): Englisch
  • Auflage: 1. Auflage 2021
  • Serie: Chapman & Hall/CRC The R Series
  • Produktform: Kartoniert
  • Gewicht: 462 g
  • Seiten: 302
  • Format (B x H x T): 156 x 234 x 17 mm
  • Ausgabetyp: Kein, Unbekannt
Autoren/Hrsg.

Autoren

Part I Foundations
2. Names and values
3. Vectors
4. Subsetting
5. Control Flow
6. Functions
7. Environments
8. Conditions

Part II Funtional Programming
9. Functionals
10. Function Factories
11. Function Operators

Part III Object oriented programming
13. S3
14. R6
15. S4

Part IV Metaprogramming
18. Expressions
19. Quasiquotation
20. Evaluation
21. Translating R Code

Part V Techniques
23. Measuring Performance
24. Improving Performance
25. Rewriting R code in C++