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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 |
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 |
Reference manual: | domir.pdf |
Vignettes: |
Conceptual Introduction to Dominance Analysis |
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 suggests: | parameters |
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These binaries (installable software) and packages are in development.
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