Two-stage least squares random forests with an application to Angrist and Evans (1998)

DOI10.1016/J.ECONLET.2021.109893zbMath1467.62113OpenAlexW3081341042WikidataQ108879939 ScholiaQ108879939MaRDI QIDQ2036983

Martin Biewen, Philipp Kügler

Publication date: 30 June 2021

Published in: Economics Letters (Search for Journal in Brave)

Full work available at URL: https://econpapers.repec.org/RePEc:iza:izadps:dp13613

zbMATH Keywords

fertilitymachine learninginstrumental variable estimationgeneralized random forests

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Nonparametric estimation (62G05) Learning and adaptive systems in artificial intelligence (68T05)

Uses Software

• grf

Cites Work

• Generalized random forests
• Standard errors for bagged and random forest estimators

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