Estimation in optimal treatment regimes based on mean residual lifetimes with right‐censored data

Transformation-Invariant Learning of Optimal Individualized Decision Rules with Time-to-Event Outcomes

(2022) Yu Zhou et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Partially linear single‐index generalized mean residual life models

(2021) Peng Jin et al.   STATISTICS IN MEDICINE

Improved doubly robust estimation in learning optimal individualized treatment rules

(2020) Yinghao Pan et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Multicategory Angle-based Learning for Estimating Optimal Dynamic Treatment Regimes with Censored Data

(2020) Fei Xue et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Multi-armed Angle-based Direct Learning for Estimating Optimal Individualized Treatment Rules with Various Outcomes

(2018) Zhengling Qi et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Residual Weighted Learning for Estimating Individualized Treatment Rules

(2017) Xin Zhou et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Quantile-Optimal Treatment Regimes

(2017) Lan Wang et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

On estimation of optimal treatment regimes for maximizing t -year survival probability

(2016) Runchao Jiang et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Optimal treatment regimes for survival endpoints using a locally-efficient doubly-robust estimator from a classification perspective

(2016) Xiaofei Bai et al.   LIFETIME DATA ANALYSIS

Using decision lists to construct interpretable and parsimonious treatment regimes

(2015) Yichi Zhang et al.   BIOMETRICS

Tree-based methods for individualized treatment regimes

(2015) E. B. Laber et al.   BIOMETRIKA

Genetic Optimization Using Derivatives: ThergenoudPackage forR

(2015) Walter R. Mebane et al.   Journal of Statistical Software

Doubly robust learning for estimating individualized treatment with censored data

(2014) Y. Q. Zhao et al.   BIOMETRIKA

On optimal treatment regimes selection for mean survival time

(2014) Yuan Geng et al.   STATISTICS IN MEDICINE

A Robust Method for Estimating Optimal Treatment Regimes

(2012) Baqun Zhang et al.   BIOMETRICS

Estimating Individualized Treatment Rules Using Outcome Weighted Learning

(2012) Yingqi Zhao et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Performance guarantees for individualized treatment rules

(2011) Min Qian et al.   ANNALS OF STATISTICS

Mean residual life models with time-dependent coefficients under right censoring

(2011) L. Sun et al.   BIOMETRIKA

Variable selection for optimal treatment decision

(2011) Wenbin Lu et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

A Class of Transformed Mean Residual Life Models With Censored Survival Data

(2009) Liuquan Sun et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION