VICTOR CHERNOZHUKOV EDUCATION

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 ...

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

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

Differences in Differences (using Stata)

Difference in differences (DID) Estimation step‐by‐step * Estimating the DID estimator reg y time treated did, r * The coefficient for ‘did’ is the differences-in-differences

366-2008: The Use of Propensity Scores and Instrumental ...

1 Paper 366-2008 The Use of Propensity Scores and Instrumental Variable Methods to Adjust For Treatment Selection Bias R. Scott Leslie, MedImpact Healthcare Systems, Inc., San Diego, CA

  Methods, Score, Variable, Propensity, Instrumental, Propensity scores and instrumental variable methods