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.

Getting started

Package details

AuthorYu Zhou [cre, aut], Lan Wang [ctb], Ben Sherwood [ctb], Rui Song [ctb]
MaintainerYu Zhou <[email protected]>
LicenseGPL (>= 2)
Version0.1.3
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("quantoptr")

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quantoptr documentation built on Feb. 5, 2018, 9:02 a.m.