# Markov Beta and Gamma Processes for Modeling Hazard Rates

## Documentation for package ‘BGPhazard’ version 2.1.0

- DESCRIPTION file.
- User guides, package vignettes and other documentation.

## Help Pages

BeMRes | Markov Beta Model
BePlotDiag | Diagnosis plots for PI, U, C and Epsilon
BePloth | Plots for the discrete Hazard and Survival Function Estimates
BGPHazard | BGPHazard: A package bayesian nonparametric inference in survival analysis.
BMTKleinbook | Times to death or relapse (in days) for patients with bone marrow transplants for Hodgkin and non-Hodgkin lymphoma
BSBHaz | BSBHaz posterior samples using Gibbs Sampler
BSBInit | Initial setup for BSBHaz model
BSBPlotDiag | Plot diagnostics for BSBHaz model
BSBPlotSumm | Plot summaries for BSBHaz model
BSBSumm | Get posterior summaries for BSBHaz model
CCuMRes | Bayesian Semiparametric Cure Rate Model with an Unknown Threshold and Covariate Information
CCuPlotDiag | Diagnostics plots for Lambda, Theta, Delta, U, C, Pi, Z and Epsilon. Hazard function, cure proportion and cure time for the median observation.
CCuPloth | Plots for the Hazard and Survival Funcion Estimates
CGaMRes | Markov Gamma Model with Covariates
CGaPlotDiag | Diagnostics plots for lambda, U, C, Epsilon and Theta
CGaPloth | Plots for the Hazard and Survival Funcion Estimates for the Bayesian non-parametric Markov gamma model with covariates in survival analysis.
cpo | Conditional Predictive Ordinate (CPO) Statistic
crm3 | Simulated data from the proportional hazards cure rate model of Yakolev & Tsodikov (1996) by taking a baseline density with a bounded support.
CuMRes | Bayesian Semiparametric Cure Rate Model with an Unknown Threshold
CuPlotDiag | Diagnosis plots for Lambda, U, C, Mu, Pi, Z and Epsilon
CuPloth | Plots for the Hazard and Survival Funcion Estimates
GaMRes | Markov Gamma Model
GaPlotDiag | Diagnosis plots for Lambda, U, C and Epsilon
GaPloth | Plots for the Hazard and Survival Function Estimates
gehan | Times of Remission of Leukemia Patients (Gehan)
KIDNEY | Recurrent infection of kidney catheters
leukemiaFZ | Survival Times of Patients with Leukemia (Feigl and Zelen)
psych | Death Times of Psychiatric Patients (Woolson)