Homeworks

HW 1, due Tuesday, Jan. 19

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. R Review/Introduction

  2. Linear Regression

  3. [Hypothesis Testing]

  4. [Resampling Methods]

  5. [Alternative Approaches to Causal Inference]

  6. [Introduction to Nonlinear Models]

  7. [Panel Data Models]

  8. [Causal Inference with Panel Data]

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

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

Slides