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.
Package details |
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Author | Yu Zhou [cre, aut], Lan Wang [ctb] |
Maintainer | Yu Zhou <zhou0269@umn.edu> |
License | GPL (>= 2) |
Version | 0.1.1 |
Package repository | View on CRAN |
Installation |
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