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Topics in Advanced Econometrics (ResEcon 703)

Welcome to Topics in Advanced Econometrics (ResEcon 703) at the University of Massachusetts Amherst, taught by Matt Woerman.

For detailed information on this course, please see the syllabus.

Enrolled students can access additional course links on Moodle.

Course Materials

Course Overview

Week 1: Structural Estimation

Week 2: R Tutorial

Week 3: Random Utility Model

Week 4: Logit Model

Week 5: Logit Model

  • No new materials

Week 6: Maximum Likelihood Estimation

Week 7: Logit Estimation

Week 8: Generalized Method of Moments

Week 9: Generalized Extreme Value Models

Week 10: Mixed Logit Model

Week 11: Simulation-Based Estimation

Week 12: Individual-Level Coefficients

Week 13: Dynamics and Endogeneity

Problem Sets

Problem Set 1

Problem Set 2

Problem Set 3

Problem Set 4

Problem Set 5

Final Project

Final Project