bayesCT: Simulation and Analysis of Adaptive Bayesian Clinical Trials
Simulation and analysis of Bayesian adaptive clinical trials for binomial, Gaussian, and time-to-event data types, incorporates historical data and allows early stopping for futility or early success. The package uses novel and efficient Monte Carlo methods for estimating Bayesian posterior probabilities, evaluation of loss to follow up, and imputation of incomplete data. The package has the functionality for dynamically incorporating historical data into the analysis via the power prior or non-informative priors.
| Version: | 0.99.3 |
| Depends: | R (≥ 2.10) |
| Imports: | bayesDP, dplyr, purrr, survival, magrittr (≥ 1.5) |
| Suggests: | testthat, rmarkdown, pkgdown, devtools, knitr |
| Published: | 2020-07-01 |
| DOI: | 10.32614/CRAN.package.bayesCT |
| Author: | Thevaa Chandereng 
[aut, cre, cph],
Donald Musgrove [aut, cph],
Tarek Haddad [aut, cph],
Graeme Hickey [aut, cph],
Timothy Hanson [aut, cph],
Theodore Lystig [aut, cph] |
| Maintainer: | Thevaa Chandereng <chandereng at wisc.edu> |
| BugReports: | https://github.com/thevaachandereng/bayesCT/issues/ |
| License: | GPL-3 |
| URL: | https://github.com/thevaachandereng/bayesCT/ |
| NeedsCompilation: | no |
| Materials: | README |
| In views: | Bayesian, MissingData |
| CRAN checks: | bayesCT results |
Documentation:
| Reference manual: | bayesCT.pdf |
| Vignettes: |
bayesian trial bayesCT:binomial bayesCT:normal bayesCT:survival |
Downloads:
| Package source: | bayesCT_0.99.3.tar.gz |
| Windows binaries: | r-devel: bayesCT_0.99.3.zip, r-release: bayesCT_0.99.3.zip, r-oldrel: bayesCT_0.99.3.zip |
| macOS binaries: | r-release (arm64): bayesCT_0.99.3.tgz, r-oldrel (arm64): bayesCT_0.99.3.tgz, r-release (x86_64): bayesCT_0.99.3.tgz, r-oldrel (x86_64): bayesCT_0.99.3.tgz |
| Old sources: | bayesCT archive |
Linking:
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