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historicalborrow-package

historicalborrow: Bayesian historical borrowing models for clinical studies.

Data

hb_data()

Standardize data

hb_s_tau()

Suggest s_tau

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_metrics()

Borrowing metrics

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