Tutorials and Guides in RStudio
Intermediate Data Analytics (DAT 280) Course Material
These are tutorials and assignments I designed for the Intermediate Data Analytics course I teach at Berry College. Assignment answer keys are not included here, since the person reading this could be my current student. However, if you would like an answer key, please e-mail me.
- Intro to RMarkdown
- Basic Data Exploration in RMarkdown
- Application in Cleaning and Wrangling (Assignment)
Older projects from when I was a graduate student.
It should be noted that these tutorials were made primarily with my senior capstone students in mind when I was a graduate student. I like to think my R skills today are better than they were when I made these. If you are an advanced user of R, you may find them to be less exhaustive than a more advanced tutorial. Feel free to contact me directly if you have any questions or spot any issues in my tutorials.
For my Econ 482 students.
- Intro to Markdown with Iris
- Panel Data Regression and Fixed Effects
- Two-way Fixed Effects DiD and Stargazer Tables
- Event Study (Dynamic DiD)
- Intermediate Data Tidying and Plotting
- A Basic Propensity Score Matching Example for Diff-in-Diff
- A Basic Synthetic Control