Interactive model building for Q-learning

DOI10.1093/biomet/asu043zbMath1306.62235OpenAlexW2059101466WikidataQ34760298 ScholiaQ34760298MaRDI QIDQ2934764

Eric B. Laber, Leonard A. Stefanski, Kristin A. Linn

Publication date: 22 December 2014

Published in: Biometrika (Search for Journal in Brave)

Full work available at URL: http://europepmc.org/articles/pmc4274394

zbMATH Keywords

personalized medicinetreatment selectiondynamic treatment regime

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Sequential estimation (62L12) General considerations in statistical decision theory (62C05)

Related Items (14)

Optimal dynamic treatment regimes with survival endpoints: introducing DWSurv in the R package DTRreg ⋮ High-dimensional inference for personalized treatment decision ⋮ Adaptive treatment and robust control ⋮ Dynamic treatment regimes: technical challenges and applications ⋮ Optimal Treatment Regimes: A Review and Empirical Comparison ⋮ Estimating Dynamic Treatment Regimes in Mobile Health Using V-Learning ⋮ Using decision lists to construct interpretable and parsimonious treatment regimes ⋮ Incorporating Patient Preferences into Estimation of Optimal Individualized Treatment Rules ⋮ Interpretable Dynamic Treatment Regimes ⋮ A Semiparametric Instrumental Variable Approach to Optimal Treatment Regimes Under Endogeneity ⋮ Improved Doubly Robust Estimation in Learning Optimal Individualized Treatment Rules ⋮ Personalized Policy Learning Using Longitudinal Mobile Health Data ⋮ Unnamed Item ⋮ Unnamed Item

This page was built for publication: Interactive model building for Q-learning