Homeworks

HW 1, due Tuesday, Jan. 31

Course Material

We will cover the following topics:

(Note: Some of the material will be updated/expanded as we move through the semester. Some of the topics at the end of the semester are tentative.)

  1. Introduction to R

  2. Linear Regression

  3. Inference/Hypothesis Testing

  4. Resampling Methods

  5. Introduction to Nonlinear Models

  6. Alternative Approaches to Causal Inference

  7. Panel Data Approaches to Causal Inference

  8. If we have time, an introduction to [Generalized Method of Moments]

  9. If we have time, an introduction to [Quantile Regression]

  10. If we have time, an introduction to [Nonparametric Regression]

Slides