Residual Weighted Learning for Estimating Individualized Treatment Rules

New Statistical Learning Methods for Estimating Optimal Dynamic Treatment Regimes

(2015) Ying-Qi Zhao et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Reporting of analyses from randomized controlled trials with multiple arms: a systematic review

(2013) Gabriel Baron et al.   BMC Medicine

A Robust Method for Estimating Optimal Treatment Regimes

(2012) Baqun Zhang et al.   BIOMETRICS

Automatic Feature Selection via Weighted Kernels and Regularization

(2012) Genevera I. Allen   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Estimating Individualized Treatment Rules Using Outcome Weighted Learning

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

Remark on “algorithm 778: L-BFGS-B: Fortran subroutines for large-scale bound constrained optimization”

(2011) José Luis Morales et al.   ACM TRANSACTIONS ON MATHEMATICAL SOFTWARE

Performance guarantees for individualized treatment rules

(2011) Min Qian et al.   ANNALS OF STATISTICS

Comparative Efficacy and Safety of 4 Randomized Regimens to Treat Early Pseudomonas aeruginosa Infection in Children With Cystic Fibrosis

(2011) Miriam M. Treggiari   ARCHIVES OF PEDIATRICS & ADOLESCENT MEDICINE

Reinforcement Learning Strategies for Clinical Trials in Nonsmall Cell Lung Cancer

(2011) Yufan Zhao et al.   BIOMETRICS

Timing of Antiretroviral Therapy for HIV-1 Infection and Tuberculosis

(2011) Diane V. Havlir et al.   NEW ENGLAND JOURNAL OF MEDICINE

Early anti-pseudomonal acquisition in young patients with cystic fibrosis: Rationale and design of the EPIC clinical trial and observational study,

(2009) Miriam M. Treggiari et al.   Contemporary Clinical Trials

Reinforcement learning design for cancer clinical trials

(2009) Yufan Zhao et al.   STATISTICS IN MEDICINE

Variable selection for qualitative interactions

(2009) L. Gunter et al.   Statistical Methodology

Rodeo: Sparse, greedy nonparametric regression

(2008) John Lafferty et al.   ANNALS OF STATISTICS

Hybrid huberized support vector machines for microarray classification and gene selection

(2008) L. Wang et al.   BIOINFORMATICS