A single index model for longitudinal outcomes to optimize individual treatment decision rules

DOI10.1002/STA4.493MaRDI QIDQ6543968

Thaddeus Tarpey, Lanqiu Yao

Publication date: 27 May 2024

Published in: Stat (Search for Journal in Brave)

zbMATH Keywords

Kullback-Leibler divergenceprediction modelmental healthprecision medicine

Mathematics Subject Classification ID

Statistics (62-XX)

Cites Work

• Title not available (Why is that?)
• A single-index model with multiple-links
• \(Q\)- and \(A\)-learning methods for estimating optimal dynamic treatment regimes
• Semiparametric single-index model for estimating optimal individualized treatment strategy
• Extracting scalar measures from functional data with applications to placebo response
• Treatment decisions based on scalar and functional baseline covariates
• Regret-Regression for Optimal Dynamic Treatment Regimes
• Concordance-Assisted Learning for Estimating Optimal Individualized Treatment Regimes
• Estimating Individualized Treatment Rules Using Outcome Weighted Learning
• Optimal Dynamic Treatment Regimes
• A Simple Method for Estimating Interactions Between a Treatment and a Large Number of Covariates
• A Simplex Method for Function Minimization

This page was built for publication: A single index model for longitudinal outcomes to optimize individual treatment decision rules

Report a bug (only for logged in users!)Click here to report a bug for this page (MaRDI item Q6543968)