historicalborrowlong: Longitudinal Bayesian Historical Borrowing Models
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>.
| Version: | 0.1.0 |
| Depends: | R (≥ 4.0.0) |
| Imports: | clustermq, dplyr, ggplot2, MASS, Matrix, methods, posterior, Rcpp, RcppParallel, rlang, rstan (≥ 2.26.0), rstantools, stats, tibble, tidyr, tidyselect, trialr, utils, withr, zoo |
| LinkingTo: | BH, Rcpp, RcppEigen, RcppParallel, rstan (≥ 2.26.0), StanHeaders (≥ 2.26.0) |
| Suggests: | knitr, markdown, rmarkdown, testthat (≥ 3.0.0) |
| Published: | 2024-09-25 |
| DOI: | 10.32614/CRAN.package.historicalborrowlong |
| Author: | William Michael Landau
 [aut, cre],
Albert Man [rev],
Eli Lilly and Company [cph] |
| Maintainer: | William Michael Landau <will.landau.oss at gmail.com> |
| BugReports: | https://github.com/wlandau/historicalborrowlong/issues |
| License: | MIT + file LICENSE |
| URL: | https://wlandau.github.io/historicalborrowlong/, https://github.com/wlandau/historicalborrowlong |
| NeedsCompilation: | yes |
| SystemRequirements: | GNU make |
| Language: | en-US |
| Materials: | README NEWS |
| CRAN checks: | historicalborrowlong results |
Documentation:
| Reference manual: | historicalborrowlong.pdf |
| Vignettes: |
Methods (source) |
Downloads:
| Package source: | historicalborrowlong_0.1.0.tar.gz |
| Windows binaries: | r-devel: historicalborrowlong_0.1.0.zip, r-release: historicalborrowlong_0.1.0.zip, r-oldrel: historicalborrowlong_0.1.0.zip |
| macOS binaries: | r-devel (arm64): historicalborrowlong_0.1.0.tgz, r-release (arm64): historicalborrowlong_0.1.0.tgz, r-oldrel (arm64): historicalborrowlong_0.1.0.tgz, r-devel (x86_64): historicalborrowlong_0.1.0.tgz, r-release (x86_64): historicalborrowlong_0.1.0.tgz, r-oldrel (x86_64): historicalborrowlong_0.1.0.tgz |
| Old sources: | historicalborrowlong archive |
Linking:
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