Practice R: An Interactive Textbook

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Many students learn to analyze data using commercial packages, even though there is an open-source software with cutting-edge possibilities: R, a programming language with countless cool features for applied empirical research.

Practice R introduces R to social science students, inspiring them to consider R as an excellent choice. In a non-technical pragmatic way, this book covers all typical steps of applied empirical research.

Learn how to prepare, analyze, and visualize data in R. Discover how to collect data, generate reports, or automate error-prone tasks.

The book is accompanied by an R package. This provides further learning materials that include interactive tutorials, challenging you with typical problems of applied research. This way, you can immediately practice the knowledge you have learned. The package also includes the source code of each chapter and templates that help to create reports.

Practice R has social science students in mind, nonetheless a broader audience may use Practice R to become a proficient R user.

Author(s): Edgar J. Treischl
Publisher: De Gruyter Oldenbourg
Year: 2023

Language: English
Pages: 398
City: Oldenburg

Contents
List of figures
Part I: The first steps
1 Introduction
2 First steps in R
3 Data exploration
4 Data manipulation
Part II: The basics
5 Prepare data
6 Analyze data
7 Visualize research findings
8 Communicate research findings
Part III: Beyond the basics
9 GitHub
10 Automate work
11 Collect data
12 Next steps
Session info
Bibliography
Index