MICROECONOMETRIC TREATMENT AND POLICY EVALUATION
Lecturer: Professor Martin Huber, PhD (University of Fribourg)
Date: August 30, 2016 – September 2, 2016 (August 30 to September 1: 9:00-12:00 pm and 13:00-17:00 / September 2: 9:00-12:00 pm)
Venue: Halle Institute for Economic Research (IWH) – Member of the Leibniz Association, Kleine Maerkerstrasse 8, 06108 Halle (Saale), Germany, conference room (ground floor)
Registration: until July 31, 2016 via e-mail: ildiko.lajtos@wiwi.uni-halle.de
Announcement see pdf
Chapter 1: Identification and Estimation in Microeconometrics
- Identifying assumptions and estimation principles
Chapter 2: The Evaluation of Treatment Effects Under Conditional Independence
- Potential outcome framework and definition of treatment effects
- Estimation based on regression, matching, weighting
- Practical issues: covariate selection, common support, match quality, outcome attrition
Chapter 3: The Evaluation of Treatment Effects Based on Instrumental Variables
- Instrumental variable assumptions and local treatment effects
- Estimation based on regression, matching, weighting
Chapter 4: Assessing the Causal Mechanisms Underlying a Treatment Effect
- Models for the analysis of causal mechanisms (direct and indirect effects)
- Estimation of causal mechanisms based on regression, matching, weighting
3 PC labs based on the statistical software R.
The course is limited to 25 participants.