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Learning R Programming

You're reading from  Learning R Programming

Product type Book
Published in Oct 2016
Publisher Packt
ISBN-13 9781785889776
Pages 582 pages
Edition 1st Edition
Languages
Author (1):
Kun Ren Kun Ren
Profile icon Kun Ren

Table of Contents (21) Chapters

Learning R Programming
Credits
About the Author
About the Reviewer
www.PacktPub.com
Preface
1. Quick Start 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

Chapter 10. Object-Oriented Programming

In the previous chapter, you learned how functional programming and metaprogramming make it possible to customize the behavior of functions. We can create a function within a certain context, which is called a closure. We can also use higher order functions by passing functions around just like other objects.

In this chapter, you will learn how to customize the behavior of objects by walking into the world of object-oriented programming. R provides several different object-oriented systems to work with. At first glance, they look quite different from the object-oriented systems in other programming languages. However, the idea is mostly the same. I will briefly explain the concept of class and method of objects, and show you how they can be useful in unifying the way we work with data and models.

We will cover the following topics at the beginner level in the subsequent sections:

  • The idea of object-oriented programming

  • S3 system

  • S4 system

  • Reference class...

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