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
[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:
Downloads:
Reverse dependencies:
Linking:
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