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historicalborrowlong
View on CRAN: Click
here
Download and install historicalborrowlong package within the R console
Install from CRAN:
install.packages("historicalborrowlong")
Install from Github:
library("remotes")
install_github("cran/historicalborrowlong") Install by package version:
library("remotes")
install_version("historicalborrowlong", "0.1.0") Attach the package and use:
library("historicalborrowlong")
Maintained by
William Michael Landau
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-09-13
Latest Update: 2024-09-25
Description:
Historical borrowing in clinical trials can improve
precision and operating characteristics. This package supports
a longitudinal hierarchical model to borrow historical
control data from other studies to better characterize the
control response of the current study. It also quantifies
the amount of borrowing through longitudinal benchmark models (independent
and pooled). The hierarchical model approach to historical borrowing
is discussed by Viele et al. (2013) .
How to cite:
William Michael Landau (2022). historicalborrowlong: Longitudinal Bayesian Historical Borrowing Models. R package version 0.1.0, https://cran.r-project.org/web/packages/historicalborrowlong. Accessed 18 Sep. 2026.
Previous versions and publish date:
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Other R packages that historicalborrowlong depends,
imports, suggests or enhances
Complete documentation for historicalborrowlong
Functions, R codes and Examples using
the historicalborrowlong R package
Some associated functions: hbl_convergence . hbl_data . hbl_mcmc_hierarchical . hbl_mcmc_independent . hbl_mcmc_pool . hbl_mcmc_sge . hbl_metrics . hbl_plot_borrow . hbl_plot_group . hbl_plot_tau . hbl_s_tau . hbl_sim_hierarchical . hbl_sim_independent . hbl_sim_pool . hbl_summary . historicalborrowlong-package .
Some associated R codes: hbl_convergence.R . hbl_data.R . hbl_mcmc_hierarchical.R . hbl_mcmc_independent.R . hbl_mcmc_pool.R . hbl_mcmc_sge.R . hbl_metrics.R . hbl_package.R . hbl_plot_borrow.R . hbl_plot_group.R . hbl_plot_tau.R . hbl_s_tau.R . hbl_sim_hierarchical.R . hbl_sim_independent.R . hbl_sim_pool.R . hbl_summary.R . stanmodels.R . utils_assert.R . utils_logic.R . utils_matrix.R . utils_sim.R . utils_stan.R . Full historicalborrowlong package functions and examples
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