Books & Videos

Table of Contents

  1. Chapter 1 Overview, Installation

    1. What is R?

    2. What is an IDE?

    3. Why RStudio?

    4. Using RStudio

    5. Layout of the Components

    6. Installing RStudio

  2. Chapter 2 Case Study: Data Cleaning

    1. Using Projects

    2. Reading in a Data File

    3. Tab Completion

    4. Workspace Component

    5. Data Cleaning

    6. Using the Code Editor to Write R Scripts

    7. Using Add-On Packages

    8. Graphics

    9. All Finished, for Now

  3. Chapter 3 The Console and Related Components

    1. Entering Commands

    2. Command-Line Conveniences

    3. Workspace Browser

    4. The Help Page Viewer

    5. Graphics in RStudio

    6. External Programs (Desktop Version)

  4. Chapter 4 Case Study: Creating a Package

    1. Creating Functions from Script Files

    2. A Package Skeleton

    3. Documenting Functions With roxygen2

    4. The devtools Package

    5. Package Data

    6. Package Examples

    7. Adding Tests

    8. Building and Installing the Package

  5. Chapter 5 Programming R with RStudio

    1. Source Code Editor

    2. Package Maintenance

    3. Organizing Activities with Projects

    4. Case Study: Report Generation using Sweave