Automatic Debiased Machine Learning of Causal and Structural Effects.

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 learning usefu...

Descripción completa

Detalles Bibliográficos

Publicado en:	Econometrica Vol. 90; no. 3; pp. 967 - 1028
Autores principales:	Chernozhukov, Victor, Newey, Whitney K., Singh, Rahul
Formato:	Artículo
Publicado:	Wiley-Blackwell May2022
Materias:	New South Wales Elasticity (Economics) Machine learning Random forest algorithms Nonlinear regression Unemployment statistics Nonlinear functions
Acceso en línea:	Ver este registro en EBSCOhost