Homework

Useful Links

R Studio requires R to be installed before it will work. Once you have both installed, you will work exclusivly in R Studio.

• Download R
• Download R Studio

R Tutorials

• Data for Tutorials
• Data for Introduction, Estimating Regressions, and R Markdown
• RealEstate.xlsx
• Data for Evaluating a Regression
• housesample25.xlsx
• Data for Tidyverse Tutorial
• housesample25.xlsx
• Data for OLS Assumptions
• Wages.xlsx
• Data for Modeling
• Wages.xlsx
• Data for Dummy Variables
• house_sample.xlsx
• Data for Difference in Differences
• injury.xlsx
• Data for Discrete Dependent Variables
• loandata.xlsx
• hmda.docx
• Data for Ordered, Multinomial, and Conditional Logit
• orderedhealth.xlsx
• multinomial.xlsx
• Data for Instrumental Variables
• MROZ.xlsx

1. Introduction to R
2. Estimating Regressions and Interpreting the Results
3. Evaluating a Regression
4. Cleaning data with tidyverse
5. OLS Assumptions
6. Dummy Variables
7. Modeling
8. Panel Data
9. Difference-in-Differences
10. Discrete Dependent Variables
11. Ordered, Multinomial, and Conditional Logit
12. Instrumental Variables

Videos

1. Saving a Script and Setting the Directory
2. Installing/loading packages, loading data, summary statistics, plots, and regression
3. R Markdown