historicalborrow: Non-Longitudinal Bayesian Historical Borrowing Models

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) <doi:10.1002/pst.1589>.

Package details

AuthorWilliam Michael Landau [aut, cre] (<https://orcid.org/0000-0003-1878-3253>), Albert Man [rev], Eli Lilly and Company [cph]
MaintainerWilliam Michael Landau <will.landau@gmail.com>
LicenseMIT + file LICENSE
Version1.0.4
URL https://wlandau.github.io/historicalborrow/ https://github.com/wlandau/historicalborrow
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("historicalborrow")

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historicalborrow documentation built on Sept. 13, 2022, 5:07 p.m.