Robust inference on the average treatment effect using the outcome highly adaptive lasso

DOI10.1111/BIOM.13121zbMath1451.62049arXiv1806.06784OpenAlexW2965122002WikidataQ92218225 ScholiaQ92218225MaRDI QIDQ5128778

David Benkeser, Cheng Ju

Publication date: 26 October 2020

Published in: Biometrics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1806.06784

zbMATH Keywords

adaptive estimationinstrumental variablescausal inferencetargeted minimum loss-based estimation

Mathematics Subject Classification ID

Ridge regression; shrinkage estimators (Lasso) (62J07) Nonparametric robustness (62G35) Nonparametric tolerance and confidence regions (62G15)

Related Items (1)

Unnamed Item

This page was built for publication: Robust inference on the average treatment effect using the outcome highly adaptive lasso