QTOCen - 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.
