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Theory and Methods

Comment

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References

  • Murphy, S. (2005), “A Generalization Error for Q-Learning,” Journal of Machine Learning Research, 6, 1073–1097.
  • Robins, J. M. (2004), “Optimal Structural Nested Models for Optimal Sequential Decisions,” in Proceedings of the Second Seattle Symposium on Biostatistics, eds. D. Lin, and P. Heagerty, New York: Springer-Verlag, pp. 189–326.
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  • Zhao, Y., Zeng, D., Rush, A., and Kosorok, M. (2012), “Estimating Individual Treatment Rules Using Outcome Weighted Learning,” Journal of the American Statistical Association, 107, 1106–1118.

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