A probability based method for selecting the optimal personalized treatment from multiple treatments

Interactive Q-Learning for Quantiles

(2017) Kristin A. Linn et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Estimating optimal treatment regimes via subgroup identification in randomized control trials and observational studies

(2016) Haoda Fu et al.   STATISTICS IN MEDICINE

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

$\mathbf{Q}$- and $\mathbf{A}$-Learning Methods for Estimating Optimal Dynamic Treatment Regimes

(2015) Phillip J. Schulte et al.   STATISTICAL SCIENCE

Optimization of personalized therapies for anticancer treatment

(2013) Alexei Vazquez   BMC Systems Biology

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

Estimation and testing for partially linear single-index models

(2010) Hua Liang et al.   ANNALS OF STATISTICS

Analysis of randomized comparative clinical trial data for personalized treatment selections

(2010) T. Cai et al.   BIOSTATISTICS

Enabling personalized cancer medicine through analysis of gene-expression patterns

(2008) Laura J. van 't Veer et al.   NATURE

Estimation and extrapolation of optimal treatment and testing strategies

(2008) James Robins et al.   STATISTICS IN MEDICINE