quantoptr: Algorithms for Quantile- And Mean-Optimal Treatment Regimes

Estimation methods for optimal treatment regimes under three different criteria, namely marginal quantile, marginal mean, and mean absolute difference. For the first two criteria, both one-stage and two-stage estimation method are implemented. A doubly robust estimator for estimating the quantile-optimal treatment regime is also included.

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Package details

AuthorYu Zhou [cre, aut], Lan Wang [ctb], Ben Sherwood [ctb], Rui Song [ctb]
MaintainerYu Zhou <zhou0269@umn.edu>
LicenseGPL (>= 2)
Package repositoryView on CRAN
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quantoptr documentation built on May 2, 2019, 4:03 p.m.