RoBTT: Robust Bayesian T-Test
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 |
Documentation:
| Reference manual: | RoBTT.pdf |
| Vignettes: |
Introduction to RoBTT Truncated Bayesian Model-Averaged T-Test |
Downloads:
| Package source: | RoBTT_1.3.0.tar.gz |
| Windows binaries: | r-prerel: RoBTT_1.3.0.zip, r-release: RoBTT_1.3.0.zip, r-oldrel: RoBTT_1.3.0.zip |
| macOS binaries: | r-prerel (arm64): RoBTT_1.3.0.tgz, r-release (arm64): RoBTT_1.3.0.tgz, r-oldrel (arm64): RoBTT_1.3.0.tgz, r-prerel (x86_64): RoBTT_1.3.0.tgz, r-release (x86_64): RoBTT_1.3.0.tgz |
| Old sources: | RoBTT archive |
Linking:
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