Package index • historicalborrow

Help

historicalborrow-package: historicalborrow: Bayesian historical borrowing models for clinical studies.

Data

hb_data(): Standardize data

Simulate

hb_sim_hierarchical(): Non-longitudinal hierarchical simulations.

hb_sim_mixture(): Non-longitudinal mixture simulations.

hb_sim_pool(): Non-longitudinal pooled simulations.

hb_sim_independent(): Non-longitudinal independent simulations.

MCMC

hb_convergence(): Check convergence diagnostics

hb_mcmc_hierarchical(): Hierarchical model MCMC

hb_mcmc_mixture(): Mixture model MCMC

hb_mcmc_mixture_hyperparameters(): Mixture model MCMC hyperparameters

hb_mcmc_pool(): Non-longitudinal pooled MCMC

hb_mcmc_independent(): Independent-study model MCMC

Summary

hb_summary(): Model summary

hb_ess(): Effective sample size (ESS)

Plot

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