The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]dogado.de.
An implementation of Bayesian model-averaged t-test that allows users to draw inference about the presence vs absence of the effect, heterogeneity of variances, and outliers. The 'RoBTT' packages estimates model ensembles of models created as a combination of the competing hypotheses and uses Bayesian model-averaging to combine the models using posterior model probabilities. Users can obtain the model-averaged posterior distributions and inclusion Bayes factors which account for the uncertainty in the data generating process (Maier et al., 2022, <doi:10.31234/osf.io/d5zwc>). Users can define a wide range of informative priors for all parameters of interest. The package provides convenient functions for summary, visualizations, and fit diagnostics.
Version: | 1.3.0 |
Depends: | R (≥ 4.0.0), Rcpp (≥ 0.12.19) |
Imports: | rstan (≥ 2.26.0), rstantools (≥ 1.5.0), RcppParallel (≥ 5.0.1), BayesTools (≥ 0.2.15), bridgesampling, methods, ggplot2, Rdpack |
LinkingTo: | StanHeaders (≥ 2.26.0), rstan (≥ 2.26.0), BH (≥ 1.69.0), Rcpp (≥ 0.12.15), RcppEigen (≥ 0.3.3.4.0), RcppParallel (≥ 5.0.1) |
Suggests: | parallel, testthat, vdiffr, knitr, rmarkdown, covr |
Published: | 2024-04-04 |
Author: | František Bartoš [aut, cre], Maximilian Maier [aut], Henrik R Godmann [aut] |
Maintainer: | František Bartoš <f.bartos96 at gmail.com> |
BugReports: | https://github.com/FBartos/RoBTT/issues |
License: | GPL-3 |
URL: | https://fbartos.github.io/RoBTT/ |
NeedsCompilation: | yes |
SystemRequirements: | GNU make |
Citation: | RoBTT citation info |
Materials: | README NEWS |
CRAN checks: | RoBTT results |
Reference manual: | RoBTT.pdf |
Vignettes: |
Introduction to RoBTT Truncated Bayesian Model-Averaged T-Test |
Package source: | RoBTT_1.3.0.tar.gz |
Windows binaries: | r-devel: RoBTT_1.3.0.zip, r-release: RoBTT_1.3.0.zip, r-oldrel: RoBTT_1.3.0.zip |
macOS binaries: | r-release (arm64): RoBTT_1.3.0.tgz, r-oldrel (arm64): RoBTT_1.3.0.tgz, r-release (x86_64): RoBTT_1.3.0.tgz, r-oldrel (x86_64): RoBTT_1.3.0.tgz |
Old sources: | RoBTT archive |
Please use the canonical form https://CRAN.R-project.org/package=RoBTT to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.