Package: RoBTT 1.3.0

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.

Authors:František Bartoš [aut, cre], Maximilian Maier [aut], Henrik R Godmann [aut]

RoBTT_1.3.0.tar.gz
RoBTT_1.3.0.zip(r-4.5)RoBTT_1.3.0.zip(r-4.4)RoBTT_1.3.0.zip(r-4.3)
RoBTT_1.3.0.tgz(r-4.4-x86_64)RoBTT_1.3.0.tgz(r-4.4-arm64)RoBTT_1.3.0.tgz(r-4.3-x86_64)RoBTT_1.3.0.tgz(r-4.3-arm64)
RoBTT_1.3.0.tar.gz(r-4.5-noble)RoBTT_1.3.0.tar.gz(r-4.4-noble)
RoBTT.pdf |RoBTT.html✨
RoBTT/json (API)
NEWS

Peer review:

Bug tracker:https://github.com/fbartos/robtt/issues

On CRAN:

bayesianmodel-averagingoutlierst-test

16 exports 3 stars 1.35 score 63 dependencies 9 scripts 450 downloads

Last updated 6 months agofrom:cd27e0d8af. Checks:OK: 1 NOTE: 8. Indexed: yes.

Exports:check_RoBTTcheck_setupdiagnosticsdiagnostics_autocorrelationdiagnostics_densitydiagnostics_traceinterpretis.RoBTTpriorprior_nonerho2logsdrRoBTTRoBTT.get_optionRoBTT.optionsset_controlset_convergence_checks

Dependencies:abindbackportsBayesToolsBHbridgesamplingBrobdingnagcallrcheckmateclicodacolorspacedescdistributionalextraDistrfansifarvergenericsggplot2gluegridExtragtableinlineisobandlabelinglatticelifecycleloomagrittrMASSMatrixmatrixStatsmgcvmunsellmvtnormnlmenumDerivpillarpkgbuildpkgconfigposteriorprocessxpsQuickJSRR6rbibutilsRColorBrewerRcppRcppEigenRcppParallelRdpackrlangrstanrstantoolsscalesStanHeadersstringistringrtensorAtibbleutf8vctrsviridisLitewithr