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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

225

Version

2.0.1

License

GPL (>= 2)

Maintainer

Emilio Morones Ishikawa

Last Published

June 4th, 2020

Functions in BGPhazard (2.0.1)

CCuMRes

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

Bayesian Semiparametric Cure Rate Model with an Unknown Threshold
CGaPloth

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

Plots for the discrete Hazard and Survival Function Estimates
CCuPlotDiag

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

Plots for the Hazard and Survival Function Estimates
CGaPlotDiag

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

Conditional Predictive Ordinate (CPO) Statistic
CuPlotDiag

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

Diagnosis plots for PI, U, C and Epsilon
BeMRes

Markov Beta Model
GaPlotDiag

Diagnosis plots for Lambda, U, C and Epsilon
GaMRes

Markov Gamma Model
CuPloth

Plots for the Hazard and Survival Funcion Estimates
CCuPloth

Plots for the Hazard and Survival Funcion Estimates
crm3

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

Times of Remission of Leukemia Patients (Gehan)
psych

Death Times of Psychiatric Patients (Woolson)
leukemiaFZ

Survival Times of Patients with Leukemia (Feigl and Zelen)
BMTKleinbook

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

BGPHazard: A package bayesian nonparametric inference in survival analysis.
CGaMRes

Markov Gamma Model with Covariates