NBER

Summer Institute 2007 Methods Lectures

Guido Imbens, Harvard University and NBER and Jeffrey Wooldridge, Michigan State University, Organizers

Complete Index of Summer Institute Econometric Lectures

Monday, July 30 - Lectures, Slides and Videos:


Estimation of Average Treatment Effects Under Unconfoundedness (GI) SLIDES
Video - Lecture 1 (Part 1) Size: 170,153 KB
Video - Lecture 1 (Part 2) Size: 122,914 KB



Linear Panel Data Models (JW) SLIDES
Video - Lecture 2 (Part 1) Size: 157,308 KB
Video - Lecture 2 (Part 2) Size: 144,057 KB



Regression Discontinuity Designs (GI) SLIDES
Video - Lecture 3 Size: 175,638 KB



Nonlinear Panel Data Models (JW) SLIDES
Video - Lecture 4 Size: 150,192 KB



Instrumental Variables with Treatment Effect Heterogeneity: Local Average Treatment Effects (GI) SLIDES
Video - Lecture 5 Size: 168,371 KB


Tuesday, July 31 - Lectures and Slides:


Control Function and Related Methods (JW) SLIDES
Video - Lecture 6 (Part 1) Size: 247,924 KB
Video - Lecture 6 (Part 2) Size: 148,287 KB



Bayesian Inference (GI) SLIDES
Video - Lecture 7 (Part 1) Size: 188,335 KB
Video - Lecture 7 (Part 2) Size: 89,027 KB



Cluster and Stratified Sampling (JW) SLIDES
Video - Lecture 8 Size: 209,481 KB



Partial Identification (GI) SLIDES
Video - Lecture 9 Size: 180,733 KB



Difference-in-Differences Estimation (JW) SLIDES
Video - Lecture 10 Size: 202,401 KB


Wednesday, August 1 - Lectures and Slides:


Discrete Choice Models (GI) SLIDES
Video - Lecture 11 (Part 1) Size: 171,727 KB
Video - Lecture 11 (Part 2) Size: 67,856 KB



Missing Data (JW) SLIDES
Video - Lecture 12 (Part 1) Size: 144,089 KB
Video - Lecture 12 (Part 2) Size: 116,964 KB



Weak Instruments and Many Instruments (GI) SLIDES
Video - Lecture 13 Size: 169,232 KB



Quantile Methods (JW) SLIDES
Video - Lecture 14 Size: 179,959 KB



Generalized Method of Moments and Empirical Likelihood (GI)
SLIDES
Video - Lecture 15 Size: 131,625 KB


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