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Learning R Programming

You're reading from   Learning R Programming Language, tools, and practical techniques

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Product type Paperback
Published in Oct 2016
Publisher Packt
ISBN-13 9781785889776
Length 582 pages
Edition 1st Edition
Languages
Tools
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Author (1):
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Kun Ren Kun Ren
Author Profile Icon Kun Ren
Kun Ren
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Toc

Table of Contents (16) Chapters Close

Preface 1. Quick Start FREE CHAPTER 2. Basic Objects 3. Managing Your Workspace 4. Basic Expressions 5. Working with Basic Objects 6. Working with Strings 7. Working with Data 8. Inside R 9. Metaprogramming 10. Object-Oriented Programming 11. Working with Databases 12. Data Manipulation 13. High-Performance Computing 14. Web Scraping 15. Boosting Productivity

Computing on language

In the previous section, we introduced the functional programming facilities in R. You learned that functions are just another type of object we can pass around. When we create a new function, say fun, the environment we create will be associated with the function. This environment is called the enclosing environment of the function, which can be accessed via environment(fun). Each time we call the function, a new executing environment that contains the unevaluated arguments (promises) will be created to host the execution of the function, which enables lazy evaluation. The parent of the executing environment is the enclosing environment of the function, which enables lexical scoping.

Functional programming allows us to write code in higher level of abstraction. Metaprogramming goes even further. It allows us to tweak the language itself and make certain language constructs easier to use in a certain scenario. Some popular R packages use metaprogramming in their functions...

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