This page provides links to my teaching materials for API-202Z: Advanced Quantitative Analysis and Empirical Methods II. Each lecture title links to a dropbox with slides and other supporting materials.

• Introduction, Bivariate Regression, and R
• Multivariate Regression
• Dummies and Interactions on Valentine's Day
• Non-linearities and Binary Outcomes
• Margins, Odds, Bias, and Midterms
• Fixed Effects and Difference-in-Differences
• RD & IV
• Quiz #2 Review
• Machine Learning
• Prediction & Course Recap
• Final Review