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domir: Tools to Support Relative Importance Analysis

Methods to apply decomposition-based relative importance analysis for R functions. This package supports the application of decomposition methods by providing 'lapply'- or 'Map'-like meta-functions that compute dominance analysis (Azen, R., & Budescu, D. V. (2003) <doi:10.1037/1082-989X.8.2.129>; Grömping, U. (2007) <doi:10.1198/000313007X188252>) an extension of Shapley value regression (Lipovetsky, S., & Conklin, M. (2001) <doi:10.1002/asmb.446>) based on the values returned from other functions.

Version: 1.2.0
Imports: parallel, stats, utils
Suggests: dplyr, dominanceanalysis, forcats, Formula, ggplot2, knitr, lme4, parameters, performance, pscl, purrr, relaimpo, rlang, rmarkdown, stringr, systemfit, testthat (≥ 3.0.0), tidyr
Published: 2024-05-04
DOI: 10.32614/CRAN.package.domir
Author: Joseph Luchman ORCID iD [aut, cre]
Maintainer: Joseph Luchman <jluchman at gmail.com>
BugReports: https://github.com/jluchman/domir/issues
License: GPL (≥ 3)
URL: https://github.com/jluchman/domir, https://jluchman.github.io/domir/
NeedsCompilation: no
Language: en-US
Materials: README NEWS
CRAN checks: domir results

Documentation:

Reference manual: domir.pdf
Vignettes: Conceptual Introduction to Dominance Analysis

Downloads:

Package source: domir_1.2.0.tar.gz
Windows binaries: r-devel: domir_1.2.0.zip, r-release: domir_1.2.0.zip, r-oldrel: domir_1.2.0.zip
macOS binaries: r-release (arm64): domir_1.2.0.tgz, r-oldrel (arm64): domir_1.2.0.tgz, r-release (x86_64): domir_1.2.0.tgz, r-oldrel (x86_64): domir_1.2.0.tgz
Old sources: domir archive

Reverse dependencies:

Reverse suggests: parameters

Linking:

Please use the canonical form https://CRAN.R-project.org/package=domir to link to this page.

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.