CRAN
QTOCen 0.1.1
Quantile-Optimal Treatment Regimes with Censored Data
Released Jun 4, 2019 by Yu Zhou
Dependencies
quantreg 5.41 Rdpack 0.11-0 MatrixModels 0.4-1 survival 2.44-1.1 rgenoud 5.8-3.0
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.