Double Machine Learning and Automated Confounder Selection

Paul Hünermund

Double Machine Learning and Automated Confounder Selection

Institut for Strategi og Innovation

Publikation: Bidrag der ikke har en tekstform › Lyd og/eller billed produktion (digital) › Formidling

Abstrakt

Double machine learning (DML) is becoming an increasingly popular tool for automatic model selection in high-dimensional settings. Paul Hünermund discusses that DML is very sensitive to the inclusion of even a few “bad controls” in the covariate space.

Originalsprog	Engelsk
Publikationsdato	20 apr. 2022
Udgivelsessted	London
Publikationsmedier	Video
Størrelse	05:54
Status	Udgivet - 20 apr. 2022

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https://faculti.net/double-machine-learning-and-automated-confounder-selection/Licens: Ikke-specificeret

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Citationsformater

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