WMFM: Explore Fitted Linear and Generalised Linear Models with 'shiny'

Provides a 'shiny' application that helps learners connect regression tables to fitted generalised linear models. Users construct models via drag-and-drop controls, obtain fitted equations and plain-language explanations generated by a large language model, and can view plots of the fitted model in settings with a single continuous covariate.

Version: 1.0.4
Depends: R (≥ 4.1.0)
Imports: bslib, ellmer, ggplot2, ggrepel, glue, grDevices, htmltools, jsonlite, patchwork, rlang, s20x, sandwich, scales, shiny, sodium, sortable, tibble, utils, yaml
Suggests: clipr, devtools, rstudioapi, testthat (≥ 3.0.0), withr
Published: 2026-07-04
DOI: 10.32614/CRAN.package.WMFM (may not be active yet)
Author: James Curran [aut, cre]
Maintainer: James Curran <j.curran at auckland.ac.nz>
BugReports: https://github.com/jmcurran/WMFM/issues
License: GPL (≥ 3)
URL: https://github.com/jmcurran/WMFM
NeedsCompilation: no
Materials: README, NEWS
CRAN checks: WMFM results

Documentation:

Reference manual: WMFM.html , WMFM.pdf

Downloads:

Package source: WMFM_1.0.4.tar.gz
Windows binaries: r-devel: not available, r-release: not available, r-oldrel: not available
macOS binaries: r-release (arm64): WMFM_1.0.4.tgz, r-oldrel (arm64): WMFM_1.0.4.tgz, r-release (x86_64): WMFM_1.0.4.tgz, r-oldrel (x86_64): WMFM_1.0.4.tgz

Linking:

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