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.">

domir: Tools to Support Relative Importance Analysis (original) (raw)

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
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

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