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.


Reference manual

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0.1.1 by Yu Zhou, 2 years ago

Browse source code at https://github.com/cran/QTOCen

Authors: Yu Zhou [cre, aut] , Lan Wang [ctb]

Documentation:   PDF Manual  

GPL (>= 2) license

Imports survival, rgenoud, quantreg, stats, grDevices, methods, Rdpack, MatrixModels

Depends on utils

Suggests parallel, stringr, testthat, faraway, quantoptr, survminer

See at CRAN