Bayesian Survival Models for High-Dimensional Data

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Documentation for package ‘BayesSurvive’ version 0.1.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

BayesSurvive	Fit Bayesian Cox Models
coef.BayesSurvive	Create a dataframe of estimated coefficients
func_MCMC	Function to run MCMC sampling
func_MCMC_graph	Function to learn MRF graph
plot.BayesSurvive	Create a plot of estimated coefficients
plotBrier	Time-dependent Brier scores
predict.BayesSurvive	Predict survival risk
simData	Simulated survival data
UpdateGamma	Subfunctions to update parameters
UpdateRPlee11	Update coefficients of Bayesian Cox Models
VS	Function to perform variable selection