Estimating Individualized Treatment Rules Using Outcome Weighted Learning

Performance guarantees for individualized treatment rules

(2011) Min Qian et al.   ANNALS OF STATISTICS

Reinforcement Learning Strategies for Clinical Trials in Nonsmall Cell Lung Cancer

(2011) Yufan Zhao et al.   BIOMETRICS

Adaptive Confidence Intervals for the Test Error in Classification

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

Calibrating parametric subject-specific risk estimation

(2010) T. Cai et al.   BIOMETRIKA

Role of biologic therapy and chemotherapy in hormone receptor- and HER2-positive breast cancer

(2009) A. U. Buzdar   ANNALS OF ONCOLOGY

Translating Scientific Opportunity Into Public Health Impact

(2009) Thomas R. Insel   ARCHIVES OF GENERAL PSYCHIATRY

Estimating Response-Maximized Decision Rules With Applications to Breastfeeding

(2009) Erica E. M. Moodie et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Statistical performance of support vector machines

(2008) Gilles Blanchard et al.   ANNALS OF STATISTICS

Enabling personalized cancer medicine through analysis of gene-expression patterns

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