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 |
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