Efficient Bayesian Inference for Dynamic Survival Models with Shrinkage

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Documentation for package ‘shrinkDSM’ version 1.0.0

Help Pages

divisionpoints Create division points for estimation of a dynamic survival model
gastric Survival times of gastric cancer patients
plot.mcmc.dsm.tvp Graphical summary of posterior distribution for a piecewise constant, time-varying parameter
plot.shrinkDSM Graphical summary of posterior distribution of fitted dynamic survival model
plot.shrinkDSM_pred Graphical summary of posterior predictive density
predict.shrinkDSM Draw from posterior predictive density of a fitted time-varying parameter survival model
prep_tvinput Prepare time-varying inputs for estimation of a dynamic survival model
print.shrinkDSM Nicer printing of shrinkDSM objects
shrinkDSM Markov Chain Monte Carlo (MCMC) for time-varying parameter survival models with shrinkage