beastt: Bayesian Evaluation, Analysis, and Simulation Software Tools for Trials
Bayesian dynamic borrowing with covariate adjustment via inverse probability weighting for simulations and data analyses in clinical trials. This makes it easy to use propensity score methods to balance covariate distributions between external and internal data. This methodology based on Psioda et al (2025) <doi:10.1080/10543406.2025.2489285>.
| Version: | 0.0.3 |
| Depends: | R (≥ 4.1.0) |
| Imports: | cli, cobalt, distributional, dplyr, generics, ggdist, ggplot2, methods, mixtools, purrr, Rcpp (≥ 0.12.0), RcppParallel (≥ 5.0.1), rlang, rstan (≥ 2.18.1), rstantools (≥ 2.4.0), stringr, tidyr |
| LinkingTo: | BH (≥ 1.66.0), Rcpp (≥ 0.12.0), RcppEigen (≥ 0.3.3.3.0), RcppParallel (≥ 5.0.1), rstan (≥ 2.18.1), StanHeaders (≥ 2.18.0) |
| Suggests: | knitr, mvtnorm, rmarkdown, spelling, testthat (≥ 3.0.0), tibble, vdiffr, survival |
| Published: | 2025-05-15 |
| Author: | Christina Fillmore
 [aut, cre],
Nate Bean [aut],
Abi Terry [aut],
Ben Arancibia [aut],
GlaxoSmithKline Research & Development Limited [cph, fnd],
Trustees of Columbia University [cph] (R/stanmodels.R, configure,
configure.win) |
| Maintainer: | Christina Fillmore <christina.e.fillmore at gsk.com> |
| BugReports: | https://github.com/GSK-Biostatistics/beastt/issues |
| License: | GPL (≥ 3) |
| URL: | https://gsk-biostatistics.github.io/beastt/, https://github.com/GSK-Biostatistics/beastt |
| NeedsCompilation: | yes |
| SystemRequirements: | GNU make |
| Language: | en-US |
| Materials: | README NEWS |
| CRAN checks: | beastt results |
Documentation:
| Reference manual: | beastt.pdf |
| Vignettes: |
Binary Outcome (source, R code) Normal Outcome (Known SD) (source, R code) Time-to-Event Outcome (source, R code) |
Downloads:
| Package source: | beastt_0.0.3.tar.gz |
| Windows binaries: | r-devel: beastt_0.0.2.zip, r-release: beastt_0.0.2.zip, r-oldrel: beastt_0.0.2.zip |
| macOS binaries: | r-release (arm64): beastt_0.0.3.tgz, r-oldrel (arm64): beastt_0.0.3.tgz, r-release (x86_64): beastt_0.0.2.tgz, r-oldrel (x86_64): beastt_0.0.2.tgz |
| Old sources: | beastt archive |
Linking:
Please use the canonical form https://CRAN.R-project.org/package=beastt to link to this page.