Sequential Advantage Selection for Optimal Treatment Regimes

DOI10.48550/arXiv.1405.5239zbMath1454.62330arXiv1405.5239OpenAlexW2963937548WikidataQ37016184 ScholiaQ37016184MaRDI QIDQ148418

Ailin Fan, Wenbin Lu, Rui Song, Ailin Fan, Rui Song, Wen-Bin Lu

Publication date: 20 May 2014

Published in: The Annals of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1405.5239

zbMATH Keywords

variable selectionoptimal treatment regimequalitative interactionsequential advantage

Mathematics Subject Classification ID

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

Related Items

D-learning to estimate optimal individual treatment rules, Subgroup identification and variable selection for treatment decision making, Variable Selection in Regression-Based Estimation of Dynamic Treatment Regimes, Net benefit index: Assessing the influence of a biomarker for individualized treatment rules, Flexible inference of optimal individualized treatment strategy in covariate adjusted randomization with multiple covariates, A Sparse Random Projection-Based Test for Overall Qualitative Treatment Effects, Variable selection for estimating the optimal treatment regimes in the presence of a large number of covariates, A Sequential Significance Test for Treatment by Covariate Interactions, ITRSelect, On testing conditional qualitative treatment effects, Generalization error bounds of dynamic treatment regimes in penalized regression-based learning

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