Dirichlet Process Weibull Mixture Model for Survival Data


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Documentation for package ‘DPWeibull’ version 1.7

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continue Resume MCMC run
continue.ddp Resume MCMC run
continue.ddpcomp Resume MCMC run
continue.dpm Resume MCMC run
continue.dpmcomp Resume MCMC run
deterioration Time to Cosmetic Deterioration of Breast Cancer Patients
dpweib Dirichlet process mixture/Dependent Dirichlet process model for survival/competing risks data
Median of Survivals The median of the surivival functions generated by LIO prior
plot.ddp plot estimated log hazard ratio functions from an object of class ddp.
plot.ddpcomp plot estimated log subdistribution hazard ratio functions for cause 1 from an object of class ddpcomp.
plot.dpm plot estimated survival/density/hazard functions from an object of class dpm.
plot.dpmcomp plot estimated cumulative incidence/ subdistribution density/ subdistribution hazard functions from an object of class dpmcomp.
plot.predddp plot estimated survival/density/hazard functions from an object of class predddp.
plot.predddpcomp plot estimated cumulative incidence function/ subdistribution density/ subdistribution hazard functions of cause 1 from an object of class predddpcomp.
predict.ddp generate predictions for dependent Dirichlet process Weibull model data without competing risks.
predict.ddpcomp generate predictions for dependent Dirichlet process Weibull model data with competing risks.
summary.ddp generate summary of the dpweib output with ddp class.
summary.ddpcomp generate summary of the dpweib output with ddpcomp class.
summary.dpm generate summary of the dpweib output with dpm class.
summary.dpmcomp generate summary of the dpweib output with dpmcomp class.
summary.predddp generate summary of the predict output with predddp class.
summary.predddpcomp generate summary of the predict output with predddpcomp class.
survmedian The median of the surivival functions generated by LIO prior