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VICTOR CHERNOZHUKOV EDUCATION

www.mit.edu

13. “Instrumental Variable Identification and Estimation of Non-separable Models,” 2007, with G. Imbens and W. Newey, Journal of Econometrics. 14. “The Reduced Form: A Simple Approach to Inference with Weak Instruments”, with C.

  Imbens

1 Review of the Basic Methodology - National Bureau of ...

www.nber.org

Imbens/Wooldridge, Lecture Notes 10, Summer ’07 Inference based on even moderate sample sizes in each of the four groups is straightforward, and is easily made robust to different group/time period variances in the regression framework.

  Basics, Review, Methodology, Review of the basic methodology, Imbens

compliers local average treatment effect ex ante

www.nber.org

Imbens/Wooldridge, Lecture Notes 5, Summer ’07 2 women without extrapolation. The set up here allows the researcher to sharply separate the extrapolation to the (sub-)population of interest from exploration of the information in the

  Treatment, Local, Average, Local average treatment, Imbens

Imbens/Wooldridge, Lecture Notes 1, Summer ’07

www.nber.org

Imbens/Wooldridge, Lecture Notes 1, Summer ’07 2 in covariate distributions between the treatment and control groups. Often there is a need for some trimming based on the covariate values if the original sample is not well balanced.

  Lecture, Notes, Summer, Imbens wooldridge, Imbens, Wooldridge, Lecture notes 1

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