Estimating Optimal Treatment Regimes from a Classification Perspective.

@article{Zhang2012EstimatingOT,
  title={Estimating Optimal Treatment Regimes from a Classification Perspective.},
  author={Baqun Zhang and Anastasios A. Tsiatis and M. Davidian and Min Zhang and Eric B. Laber},
  journal={Stat},
  year={2012},
  volume={1 1},
  pages={
          103-114
        }
}
A treatment regime maps observed patient characteristics to a recommended treatment. Recent technological advances have increased the quality, accessibility, and volume of patient-level data; consequently, there is a growing need for powerful and flexible estimators of an optimal treatment regime that can be used with either observational or randomized clinical trial data. We propose a novel and general framework that transforms the problem of estimating an optimal treatment regime into a… CONTINUE READING
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Estimating optimal treatment regimes

  • B Zhang, AA Tsiatis, M Davidian, M Zhang, E Laber
  • 2012
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