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spBayesSurv (version 1.0.0)

Spatial Copula Modelling to Bayesian Survival Analysis

Description

This package provides Bayesian model fitting for several survival models including spatial copula linear dependent Dirichlet process mixture model, anova Dirichlet process mixture model, proportional hazards model and marginal spatial proportional hazards model.

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Version

Install

install.packages('spBayesSurv')

Monthly Downloads

270

Version

1.0.0

License

GPL (>= 2)

Maintainer

Haiming Zhou

Last Published

June 12th, 2014

Functions in spBayesSurv (1.0.0)

indeptCoxph

Bayesian Approach to Cox Proportional Hazard Model
spCopulaCoxph

A Spatial Copula Approach to Cox Proportional Hazards Model
anovaDDP

Bayesian Nonparametric Nonproportional Hazards Survival Modeling
spBayesSurv-package

Spatial Copula Modelling to Bayesian Survival Analysis
GetCurves

Obtain estimated mariginal density, survival, and hazard functions given covariates
spCopulaDDP

A Spatial Copula Approach to Fully Bayesian Nonparametric Survival Analysis