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VICTOR CHERNOZHUKOV EDUCATION

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 ...

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

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

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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