BGPHazard {BGPhazard}

BGPHazard: A package bayesian nonparametric inference in survival analysis.

Description

The BGPHazard package provides three categories of important functions: simulating, diagnostic and result.

Simulating functions

The simulating functions are used to make posterior inference for the bayesian survival semiparametric models as described by Nieto-Barajas and Walker (2002), Nieto-Barajas (2003) and Nieto-Barajas, L. E., & Yin, G. (2008)

Diagnostic functions

The diagnostic functions are used to make convergence diagnosics plots about the simulations of the parameters/variables.

Result functions

The result functions are used to produce estimators plots of the hazard function along with the survival function defined by the model.