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.
Version: 0.1.1 Depends: R (≥ 3.3), utils Imports: survival, rgenoud (≥ 5.8), quantreg (≥ 5.18), stats, grDevices, methods, Rdpack, MatrixModels Suggests: parallel, stringr, testthat, faraway, quantoptr (≥ 0.1.3), survminer Published: 2019-06-04 DOI: 10.32614/CRAN.package.QTOCen Author: Yu Zhou [cre, aut], Lan Wang [ctb] Maintainer: Yu Zhou <zhou0269 at umn.edu> License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] NeedsCompilation: no In views: CausalInference CRAN checks: QTOCen results Documentation: Downloads: Linking:Please use the canonical form https://CRAN.R-project.org/package=QTOCen to link to this page.
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