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BGPHazard

Package: BGPhazard Version: 2.0.0 Title: Markov Beta and Gamma Processes for Modeling Hazard Rates Author: L. E. Nieto-Barajas, J. A. Garcia Bueno and E.A. Morones Ishikawa Maintainer: Emilio Akira Morones Ishikawa

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Install

install.packages('BGPhazard')

Monthly Downloads

283

Version

2.1.1

License

GPL (>= 2)

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Repository

https://github.com/EAMI91/BGPhazard

Maintainer

Emilio Morones Ishikawa

Last Published

September 3rd, 2023

Functions in BGPhazard (2.1.1)

Diagnostics plots for lambda, U, C, Epsilon and Theta

Simulated data from the proportional hazards cure rate model of Yakolev & Tsodikov (1996) by taking a baseline density with a bounded support.

Times of Remission of Leukemia Patients (Gehan)

Bayesian Semiparametric Cure Rate Model with an Unknown Threshold

Diagnosis plots for Lambda, U, C, Mu, Pi, Z and Epsilon

Plots for the Hazard and Survival Funcion Estimates

BGPHazard: A package bayesian nonparametric inference in survival analysis.

Times to death or relapse (in days) for patients with bone marrow transplants for Hodgkin and non-Hodgkin lymphoma

Plots for the Hazard and Survival Funcion Estimates for the Bayesian non-parametric Markov gamma model with covariates in survival analysis.

Markov Beta Model

Bayesian Semiparametric Cure Rate Model with an Unknown Threshold and Covariate Information

Diagnostics plots for Lambda, Theta, Delta, U, C, Pi, Z and Epsilon. Hazard function, cure proportion and cure time for the median observation.

Plots for the Hazard and Survival Funcion Estimates

Recurrent infection of kidney catheters

Conditional Predictive Ordinate (CPO) Statistic

Markov Gamma Model with Covariates

Survival Times of Patients with Leukemia (Feigl and Zelen)

Markov Gamma Model

Death Times of Psychiatric Patients (Woolson)

Diagnosis plots for Lambda, U, C and Epsilon

Plots for the Hazard and Survival Function Estimates

Initial setup for BSBHaz model

Plot diagnostics for BSBHaz model

BSBHaz posterior samples using Gibbs Sampler

Plots for the discrete Hazard and Survival Function Estimates

Get posterior summaries for BSBHaz model

Diagnosis plots for PI, U, C and Epsilon

Plot summaries for BSBHaz model