Package: mmibain 0.2.0.9000

mmibain: Bayesian Informative Hypotheses Evaluation Web Applications

Researchers often have expectations about the relations between means of different groups or standardized regression coefficients; using informative hypothesis testing to incorporate these expectations into the analysis through order constraints increases statistical power Vanbrabant and Rosseel (2020) <doi:10.4324/9780429273872-14>. Another valuable tool, the Bayes factor, can evaluate evidence for multiple hypotheses without concerns about multiple testing, and can be used in Bayesian updating Hoijtink, Mulder, van Lissa & Gu (2019) <doi:10.1037/met0000201>. The 'bain' R package enables informative hypothesis testing using the Bayes factor. The 'mmibain' package provides 'shiny' web applications based on 'bain'. The RepliCrisis() function launches a 'shiny' card game to simulate the evaluation of replication studies while the mmibain() function launches a 'shiny' application to fit Bayesian informative hypotheses evaluation models from 'bain'.

Authors:Mackson Ncube [aut, cre], mightymetrika, LLC [cph, fnd]

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mmibain/json (API)

# Install 'mmibain' in R:
install.packages('mmibain', repos = c('https://mightymetrika.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/mightymetrika/mmibain/issues

On CRAN:

bayes-factorbayesianhypothesisinformativestatistics

3.40 score 2 scripts 182 downloads 12 exports 106 dependencies

Last updated 6 months agofrom:273d7b187f. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 22 2024
R-4.5-winOKNov 22 2024
R-4.5-linuxOKNov 22 2024
R-4.4-winOKNov 22 2024
R-4.4-macOKNov 22 2024
R-4.3-winOKNov 22 2024
R-4.3-macOKNov 22 2024

Exports:BF_for_everyoneBFfedeal_cards_to_rc_gridgenerate_Ho_from_pairwise_tgenerate_study_datainterpret_replication_resultsmmib_modelmmibainprocess_original_studyprocess_replication_studyRepliCrisisswapper

Dependencies:abindbackportsbainbase64encbootbroombslibcachemcarcarDataclassclicolorspacecommonmarkcowplotcpp11crayoncrosstalkDerivdigestdoBydplyrDTe1071evaluatefansifarverfastmapfontawesomeFormulafsgenericsggplot2glueGPArotationgtablehighrhtmltoolshtmlwidgetshttpuvigraphisobandjquerylibjsonliteknitrlabelinglaterlatticelavaanlazyevallifecyclelme4magrittrMASSMatrixMatrixModelsmemoisemgcvmicrobenchmarkmimeminqammcardsmnormtmodelrmunsellnlmenloptrnnetnumDerivpbivnormpbkrtestpillarpkgconfigpromisesproxypsychpurrrquadprogquantregR6rappdirsRColorBrewerRcppRcppEigenrlangrmarkdownsassscalesshinyshinythemessourcetoolsSparseMstringistringrsurvivaltibbletidyrtidyselecttinytexutf8vctrsviridisLitewithrxfunxtableyaml