Estimating optimal treatment regimes from a classification perspective

Author:

Zhang Baqun1,Tsiatis Anastasios A.2,Davidian Marie2,Zhang Min3,Laber Eric2

Affiliation:

1. Department of Preventive Medicine; Northwestern University; Chicago IL 60611 USA

2. Department of Statistics; North Carolina State University; Raleigh NC 27695-8203 USA

3. Department of Biotatistics; University of Michigan; Ann Arbor MI 48109-2029 USA

Publisher

Wiley

Subject

Statistics, Probability and Uncertainty,Statistics and Probability

Reference21 articles.

1. A generalized estimator of the attributable benefit of an optimal treatment regime;Brinkley;Biometrics,1997

2. Support-vector networks;Cortes;Machine Learning,1995

3. Influence of tumor estrogen and progesterone receptor levels on the response to Tamoxifen and chemotherapy in primary breast cancer;Fisher;Journal of Clinical Oncology,1983

4. A decision-theoretic generalization of on-line learning and an application to boosting;Freund;Journal of Computer and System Sciences,1997

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