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historicalborrowlong

Longitudinal Bayesian Historical Borrowing Models

v0.1.0 · Sep 25, 2024 · MIT + file LICENSE

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) <doi:10.1002/pst.1589>.

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GNU make is a SystemRequirements.
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installed package size

  installed size is 83.3Mb
  sub-directories of 1Mb or more:
    libs  82.8Mb
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for GNU extensions in Makefiles

GNU make is a SystemRequirements.
NOTE r-oldrel-macos-x86_64

installed package size

  installed size is 83.8Mb
  sub-directories of 1Mb or more:
    libs  83.3Mb
NOTE r-oldrel-windows-x86_64

for GNU extensions in Makefiles

GNU make is a SystemRequirements.
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NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-oldrel-macos-arm64

installed package size

  installed size is 83.3Mb
  sub-directories of 1Mb or more:
    libs  82.8Mb
NOTE r-oldrel-macos-x86_64

installed package size

  installed size is 83.8Mb
  sub-directories of 1Mb or more:
    libs  83.3Mb
NOTE r-oldrel-windows-x86_64

for GNU extensions in Makefiles

GNU make is a SystemRequirements.

Dependency Network

Dependencies Reverse dependencies clustermq dplyr ggplot2 MASS Matrix posterior Rcpp RcppParallel rlang rstan rstantools tibble tidyr tidyselect trialr +2 more dependencies historicalborrowlong

Version History

new 0.1.0 Mar 9, 2026