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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

Chapter 2. Basic Objects

The first step of learning R programming is getting familiar with basic R objects and their behavior. In this chapter, you will learn the following topics:

  • Creating and subsetting atomic vectors (for example, numeric vectors, character vectors, and logical vectors), matrices, arrays, lists, and data frames.
  • Defining and working with functions

"Everything that exists is an object. Everything that happens is a function." -- John Chambers

For example, in statistical analysis, we often feed a set of data to a linear regression model and obtain a group of linear coefficients.

Provided that there are different types of objects in R, when we do this, what basically happens in R is that we provide a data frame object that holds the set of data, carry it to the linear model function and get a list object consisting of the properties of the regression results, and finally extract a numeric vector, which is another type of object, from the list...

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