- 196 pages
- English
- PDF
- Available on iOS & Android
eBook - PDF
About this book
A friendly, straightforward guide that does not assume knowledge of programming, this book helps new R users hit the ground running. Eric L. Einspruch provides an overview of the software and shows how to download and install R, RStudio, and R packages. Featuring example code, screenshots, tips, learning exercises, and worked-through examples of statistical techniques, the book demonstrates the capabilities and nuances of these powerful free statistical analysis and data visualization tools. Fundamental aspects of data wrangling, analysis, visualization, and reporting are introduced, using both Base R and Tidyverse approaches. Einspruch emphasizes processes that support research reproducibility, such as use of comments to document R code and use of R Markdown capabilities. The book also helps readers navigate the vast array of R resources available to further develop their skills.
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Please note we cannot support devices running on iOS 13 and Android 7 or earlier. Learn more about using the app.
Yes, you can access An Introductory Guide to R by Eric L. Einspruch in PDF and/or ePUB format, as well as other popular books in Social Sciences & Statistics for Business & Economics. We have over one million books available in our catalogue for you to explore.
Information
Table of contents
- Cover
- Half Title Page
- Title Page
- Copyright
- Acknowledgments
- Contents
- 1. Introduction
- 2. Getting Started
- 3. Data Wrangling
- 4. Descriptive Statistics, t-Tests, One-Way ANOVA, and Chi-Square Test
- 5. Factorial ANOVA, Repeated-Measures ANOVA, Correlation, and Regression
- 6. Data Visualization
- 7. R Markdown
- 8. Functions
- 9. Next Steps
- 10. Conclusion
- Appendix A. R Data Structures
- Appendix B. Suggested Answers to Exercises
- References
- Index
- About the Author