Homeworks

HW 1, due Tuesday, Jan. 31, [[solutions]]

HW 2, due Thursday, Feb. 9, [[solutions]]

HW 3, due Thursday, Mar. 2, [[solutions]]

HW 4, due Thursday, Mar. 23, [[solutions]]

HW 5, due Tuesday, Apr. 18, [[solutions]]

HW 6, due at 9am on Tuesday, May 2, [[solutions]]

Additional Material for Midterm 1

Additional Material for Midterm 2

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

  1. Resampling Methods

  2. Introduction to Nonlinear Models

  3. Alternative Approaches to Causal Inference

  4. Panel Data Approaches to Causal Inference

  5. If we have time, an introduction to Generalized Method of Moments

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

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

Slides