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historicalborrow
View on CRAN: Click
here
Download and install historicalborrow package within the R console
Install from CRAN:
install.packages("historicalborrow")
Install from Github:
library("remotes")
install_github("cran/historicalborrow")
Install by package version:
library("remotes")
install_version("historicalborrow", "1.0.4")
Attach the package and use:
library("historicalborrow")
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: 2022-09-13
Description:
Historical borrowing in clinical trials can improve
precision and operating characteristics. This package supports
a hierarchical model and a mixture 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 benchmark models (independent
and pooled). Some of the methods are discussed by
Viele et al. (2013) .
How to cite:
William Michael Landau (2022). historicalborrow: Non-Longitudinal Bayesian Historical Borrowing Models. R package version 1.0.4, https://cran.r-project.org/web/packages/historicalborrow
Previous versions and publish date:
No previous versions
Other packages that cited historicalborrow R package
View historicalborrow citation profile
Other R packages that historicalborrow depends,
imports, suggests or enhances
Functions, R codes and Examples using
the historicalborrow R package
Some associated functions: hb_convergence . hb_data . hb_mcmc_hierarchical . hb_mcmc_independent . hb_mcmc_mixture . hb_mcmc_mixture_hyperparameters . hb_mcmc_pool . hb_metrics . hb_plot_borrow . hb_plot_group . hb_plot_tau . hb_s_tau . hb_sim_hierarchical . hb_sim_independent . hb_sim_mixture . hb_sim_pool . hb_summary . historicalborrow-package .
Some associated R codes: hb_convergence.R . hb_data.R . hb_mcmc_hierarchical.R . hb_mcmc_independent.R . hb_mcmc_mixture.R . hb_mcmc_mixture_hyperparameters.R . hb_mcmc_pool.R . hb_metrics.R . hb_package.R . hb_plot_borrow.R . hb_plot_group.R . hb_plot_tau.R . hb_s_tau.R . hb_sim_hierarchical.R . hb_sim_independent.R . hb_sim_mixture.R . hb_sim_pool.R . hb_summary.R . utils_assert.R . utils_jags.R . utils_logic.R . utils_matrix.R . utils_sim.R . Full historicalborrow package functions and examples
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