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 (Author), Newey, Whitney K (Author), Singh, Rahul (Author)
Format: Article
Language:English
Published: The Econometric Society, 2022-08-29T18:28:45Z.
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