Markov Beta and Gamma Processes for Modeling Hazard Rates

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Documentation for package ‘BGPhazard’ version 2.1.1

• 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)