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ECON 474 - Econometrics of Policy Evaluation

ECON 474 Spring 2022 repository.

Lecture Notes

The Experimental Ideal

Regression Analysis

Matching

Instrumental Variables

Fixed Effects

Difference-in-Differences

Synthetic Control Method

Regression Discontinuity

R Labs

Randomization

Inference Review

Matching

Nonlinear Regression

Instrumental Variables

Fixed Effects

Difference-in-Differences

Synthetic Control Method

Homework

HW #1

Learning goals: Understand the Rubin Causal Model, random assignment, regression analysis of experiments, and A/B testing for business (Bertrand and Mullainathan (2004) & Power Analysis)

HW #2

Learning goals: Get used to regression analysis and matching (Krueger 1999/Cornwell & Trumbuil, 1993)

HW #3

Learning goals: Understand the DiD identification strategy (Card & Krueger, 1994/Draca, Machin and Witt, 2004)

HW #4

Learning goals: Apply the SCM to study the causal effect of terrorism on the Basque economy (Abadie and Gardeazabal, 2003)

Final Project

Final Project Guidelines (Fall 2021)

Final Project Guidelines (Spring 2022)

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UIUC ECON 474 Fall 2021

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