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mmirestriktor: Informative Hypothesis Testing Web Applications

Offering enhanced statistical power compared to traditional hypothesis testing methods, informative hypothesis testing allows researchers to explicitly model their expectations regarding the relationships among parameters. An important software tool for this framework is 'restriktor'. The 'mmirestriktor' package provides 'shiny' web applications to implement some of the basic functionality of 'restriktor'. The mmirestriktor() function launches a 'shiny' application for fitting and analyzing models with constraints. The FbarCards() function launches a card game application which can help build intuition about informative hypothesis testing. The iht_interpreter() helps interpret informative hypothesis testing results based on guidelines in Vanbrabant and Rosseel (2020) <doi:10.4324/9780429273872-14>.

Version: 0.3.1
Imports: DT, MASS, mmcards, pool, restriktor, RPostgres, shiny, shinythemes
Suggests: testthat (≥ 3.0.0)
Published: 2024-07-17
DOI: 10.32614/CRAN.package.mmirestriktor
Author: Mackson Ncube [aut, cre], mightymetrika, LLC [cph, fnd]
Maintainer: Mackson Ncube <macksonncube.stats at gmail.com>
BugReports: https://github.com/mightymetrika/mmirestriktor/issues
License: MIT + file LICENSE
URL: https://github.com/mightymetrika/mmirestriktor
NeedsCompilation: no
Materials: README
CRAN checks: mmirestriktor results

Documentation:

Reference manual: mmirestriktor.pdf

Downloads:

Package source: mmirestriktor_0.3.1.tar.gz
Windows binaries: r-devel: mmirestriktor_0.3.1.zip, r-release: mmirestriktor_0.3.1.zip, r-oldrel: mmirestriktor_0.3.1.zip
macOS binaries: r-release (arm64): mmirestriktor_0.3.1.tgz, r-oldrel (arm64): mmirestriktor_0.3.1.tgz, r-release (x86_64): mmirestriktor_0.3.1.tgz, r-oldrel (x86_64): mmirestriktor_0.3.1.tgz
Old sources: mmirestriktor archive

Linking:

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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.
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