Bayesian Survival Models for High-Dimensional Data


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Documentation for package ‘BayesSurvive’ version 0.0.2

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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