Model assessment in dynamic treatment regimen estimation via double robustness

DOI10.1111/BIOM.12468zbMath1390.62314OpenAlexW2425980697WikidataQ40118737 ScholiaQ40118737MaRDI QIDQ2827197

David A. Stephens, Erica E. M. Moodie, Michael P. Wallace

Publication date: 12 October 2016

Published in: Biometrics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1111/biom.12468

zbMATH Keywords

model selectiondouble robustnesspersonalized medicineadaptive treatment strategiesG-estimationdynamic treatment regimenssemiparametric approaches

Mathematics Subject Classification ID

Nonparametric robustness (62G35) Applications of statistics to biology and medical sciences; meta analysis (62P10)

Related Items (2)

Adaptive treatment and robust control ⋮ Estimating Optimal Dynamic Treatment Regimes With Survival Outcomes

Cites Work

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• Optimal Dynamic Treatment Regimes
• A Robust Method for Estimating Optimal Treatment Regimes
• Multiply Robust Estimation in Regression Analysis With Missing Data
• Demystifying Optimal Dynamic Treatment Regimes

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