QTOCen: Quantile-Optimal Treatment Regimes with Censored Data

Provides methods for estimation of mean- and quantile-optimal treatment regimes from censored data. Specifically, we have developed distinct functions for three types of right censoring for static treatment using quantile criterion: (1) independent/random censoring, (2) treatment-dependent random censoring, and (3) covariates-dependent random censoring. It also includes a function to estimate quantile-optimal dynamic treatment regimes for independent censored data. Finally, this package also includes a simulation data generative model of a dynamic treatment experiment proposed in literature.

Getting started

Package details

AuthorYu Zhou [cre, aut], Lan Wang [ctb]
MaintainerYu Zhou <zhou0269@umn.edu>
LicenseGPL (>= 2)
Package repositoryView on CRAN
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QTOCen documentation built on June 4, 2019, 5:03 p.m.