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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 |
| 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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https://CRAN.R-project.org/package=domir
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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.
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