Selection of the optimal personalized treatment from multiple treatments with right-censored multivariate outcome measures

DOI10.1080/02664763.2022.2164759MaRDI QIDQ6571979

Chathura Siriwardhana, Somnath Datta, K. B. Kulasekera

Publication date: 12 July 2024

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

Mathematics Subject Classification ID

General biostatistics (92B15) Statistics (62-XX) Applications of functional analysis in probability theory and statistics (46N30) Probabilistic methods in extremal combinatorics, including polynomial methods (combinatorial Nullstellensatz, etc.) (05D40) Probabilistic methods for one variable harmonic analysis (42A61)

Cites Work

• Title not available (Why is that?)
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• Estimating the mean life time using right censored data
• Flexible semi-parametric regression of state occupational probabilities in a multistate model with right-censored data
• Regression analysis with randomly right-censored data
• Doubly robust estimation of optimal treatment regimes for survival data -- with application to an HIV/AIDS study
• Optimal smoothing in single-index models
• Tree based weighted learning for estimating individualized treatment rules with censored data
• Improving the efficiency of the log-rank test using auxiliary covariates
• Analysis of randomized comparative clinical trial data for personalized treatment selections
• Adaptive Treatment Strategies in Practice
• Optimal Dynamic Treatment Regimes
• Personalized treatment plans with multivariate outcomes
• The Kaplan–Meier Estimator as an Inverse-Probability-of-Censoring Weighted Average
• On Estimation of Optimal Treatment Regimes for Maximizing t-Year Survival Probability
• Estimating the marginal survival function in the presence of time dependent covariates

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