Rejoinder: Optimal Individualized Decision Rules Using Instrumental Variable Methods

DOI10.1080/01621459.2020.1865166zbMath1457.62359OpenAlexW3133761028MaRDI QIDQ5857143

Hongxiang Qiu, Alex Luedtke, Ronald C. Kessler, Marco Carone, Ekaterina Sadikova, Maria Petukhova

Publication date: 30 March 2021

Published in: Journal of the American Statistical Association (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/01621459.2020.1865166

Mathematics Subject Classification ID

Asymptotic properties of parametric estimators (62F12) Applications of statistics to biology and medical sciences; meta analysis (62P10)

Related Items (1)

On a necessary and sufficient identification condition of optimal treatment regimes with an instrumental variable

Uses Software

• ivitr

Cites Work

• Statistical inference for the mean outcome under a possibly non-unique optimal treatment strategy
• Performance guarantees for individualized treatment rules
• Fast learning rates for plug-in classifiers
• Contributions to a general asymptotic statistical theory. With the assistance of W. Wefelmeyer
• On nearly assumption-free tests of nominal confidence interval coverage for causal parameters estimated by machine learning
• Performance guarantees for policy learning

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