Applied Econometrics TD: Introduction to Data Analysis and Causal ID in R
Tutorial Course, , 1900
Unit 1: Introduction to R
- Introduction to R User Interface
- Data Import and Manipulation in R
- Basics of Data Cleaning and Visualizations
- Basic Regressions and Statistical Testing
Unit 2: Panel Data and Fixed Effects
- Descriptive Statistics and Graphs in R
- Introduction to panel data
- Introduction to fixed effects + implementation in R
- Statistical testing/inference with fixed effects.
Unit 3: Advanced Methodologies
- Introduction to Instrumental Variables and implementation in R
- Introduction to Quasi-experiments and DID and implementation in R