Estimating Optimal Treatment Rules with an Instrumental Variable: A Partial Identification Learning Approach

DOI10.1111/RSSB.12413OpenAlexW3007710607MaRDI QIDQ5087403

Hongming Pu, Bo Zhang

Publication date: 11 July 2022

Published in: Journal of the Royal Statistical Society Series B: Statistical Methodology (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2002.02579

zbMATH Keywords

instrumental variablestatistical learning theorycausal inferencepartial identificationindividualized treatment rule

Mathematics Subject Classification ID

Statistics (62-XX)

Uses Software

• randomForest
• ivitr

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