Non-Longitudinal Bayesian Historical Borrowing Models


[Up] [Top]

Documentation for package ‘historicalborrow’ version 1.0.4

Help Pages

historicalborrow-package historicalborrow: Bayesian historical borrowing models for clinical studies.
hb_convergence Check convergence diagnostics
hb_data Standardize data
hb_mcmc_hierarchical Hierarchical model MCMC
hb_mcmc_independent Independent-study model MCMC
hb_mcmc_mixture Mixture model MCMC
hb_mcmc_mixture_hyperparameters Mixture model MCMC hyperparameters
hb_mcmc_pool Non-longitudinal pooled MCMC
hb_metrics Borrowing metrics
hb_plot_borrow Plot a borrowing model response against the benchmark models.
hb_plot_group Plot the groups of a borrowing model and its benchmark models.
hb_plot_tau Plot tau
hb_sim_hierarchical Non-longitudinal hierarchical simulations.
hb_sim_independent Non-longitudinal independent simulations.
hb_sim_mixture Non-longitudinal mixture simulations.
hb_sim_pool Non-longitudinal pooled simulations.
hb_summary Model summary
hb_s_tau Suggest s_tau