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 |
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