Automatic Debiased Machine Learning of Causal and Structural Effects

<jats:p>Many causal and structural effects depend on regressions. Examples include policy effects, average derivatives, regression decompositions, average treatment effects, causal mediation, and parameters of economic structural models. The regressions may be high‐dimensional, making machine...

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Bibliographic Details
Main Authors: Chernozhukov, Victor, Newey, Whitney K, Singh, Rahul
Other Authors: Massachusetts Institute of Technology. Department of Economics
Format: Article
Language:English
Published: The Econometric Society 2022
Online Access:https://hdl.handle.net/1721.1/145195