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...
| Main Authors: | , , , |
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| Other Authors: | |
| Format: | Article |
| Published: |
The Econometric Society
2018
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| Online Access: | http://hdl.handle.net/1721.1/113842 https://orcid.org/0000-0002-3250-6714 |