Package: QTOCen
Type: Package
Title: Quantile-Optimal Treatment Regimes with Censored Data
Version: 0.1.1
Authors@R: c(person("Yu", "Zhou", , "zhou0269@umn.edu", role = c("cre", "aut")),
    person("Lan", "Wang", , "wangx346@umn.edu  ", role = "ctb"))
Author: Yu Zhou [cre, aut],
  Lan Wang [ctb]
Maintainer: Yu Zhou <zhou0269@umn.edu>
Description: 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.
License: GPL (>= 2)
LazyData: TRUE
Imports: survival, rgenoud (>= 5.8), quantreg (>= 5.18), stats,
        grDevices, methods, Rdpack, MatrixModels
RdMacros: Rdpack
Depends: R (>= 3.3), utils
RoxygenNote: 6.1.1
Suggests: parallel, stringr, testthat, faraway, quantoptr (>= 0.1.3),
        survminer
NeedsCompilation: no
Encoding: UTF-8
Packaged: 2019-06-03 15:56:38 UTC; yuzhou
Repository: CRAN
Date/Publication: 2019-06-04 12:10:10 UTC
Built: R 4.5.2; ; 2025-11-08 03:27:20 UTC; windows
