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DESCRIPTION
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Package: mmibain
Title: Bayesian Informative Hypotheses Evaluation Web Applications
Version: 0.1.1.9000
Authors@R: c(
person("Mackson", "Ncube", , "[email protected]", role = c("aut", "cre")),
person("mightymetrika, LLC", role = c("cph", "fnd"))
)
Description: 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'.
License: MIT + file LICENSE
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.2.3
URL: https://github.com/mightymetrika/mmibain
BugReports: https://github.com/mightymetrika/mmibain/issues
Imports:
bain,
broom,
car,
e1071,
igraph,
lavaan,
mmcards,
psych,
shiny,
shinythemes
Suggests:
testthat (>= 3.0.0)
Config/testthat/edition: 3