Regularized outcome weighted subgroup identification for differential treatment effects

Estimating treatment effect heterogeneity in randomized program evaluation

(2013) Kosuke Imai et al.   Annals of Applied Statistics

Measuring the Performance of Markers for Guiding Treatment Decisions

(2013) Holly Janes et al.   ANNALS OF INTERNAL MEDICINE

Inference for Optimal Dynamic Treatment Regimes Using an Adaptivem-Out-of-nBootstrap Scheme

(2013) Bibhas Chakraborty et al.   BIOMETRICS

Statistical issues in the validation of prognostic, predictive, and surrogate biomarkers

(2013) Daniel J Sargent et al.   Clinical Trials

A framework for the analysis of heterogeneity of treatment effect in patient-centered outcomes research

(2013) Ravi Varadhan et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

Qualitative interaction trees: a tool to identify qualitative treatment-subgroup interactions

(2013) Elise Dusseldorp et al.   STATISTICS IN MEDICINE

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

Nonconcave Penalized Likelihood With NP-Dimensionality

(2011) Jianqing Fan et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Adaptive Confidence Intervals for the Test Error in Classification

(2011) Eric B. Laber et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Subgroup identification from randomized clinical trial data

(2011) Jared C. Foster et al.   STATISTICS IN MEDICINE

Analysis of randomized comparative clinical trial data for personalized treatment selections

(2010) T. Cai et al.   BIOSTATISTICS

The mean does not mean as much anymore: finding sub-groups for tailored therapeutics

(2010) Stephen J Ruberg et al.   Clinical Trials

Estimating Optimal Dynamic Regimes: Correcting Bias under the Null

(2009) ERICA E. M. MOODIE et al.   SCANDINAVIAN JOURNAL OF STATISTICS

Interaction Trees with Censored Survival Data

(2008) Xiaogang Su et al.  

Sure independence screening for ultrahigh dimensional feature space

(2008) Jianqing Fan et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY