Program Evaluation and Causal Inference With High-Dimensional Data

Program Evaluation and Causal Inference With High-Dimensional Data

In this paper, we provide efficient estimators and honest confidence bands for a variety of treatment effects including local average (LATE) and local quantile treatment effects (LQTE) in data-rich environments. We can handle very many control variables, endogenous receipt of treatment, heterogeneou...

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Bibliographic Details
Main Authors: Belloni, Alberto (Contributor), Chernozhukov, Victor V (Contributor), Fernandez-Val, Ivan (Contributor), Hansen, Christian B. (Contributor)
Other Authors: Massachusetts Institute of Technology. Department of Economics (Contributor)
Format: Article
Language:English
Published: The Econometric Society, 2018-02-20T20:13:24Z.
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