Package: domir 1.2.0

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.

Authors:Joseph Luchman [aut, cre]

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domir.pdf |domir.html✨
domir/json (API)
NEWS

# Install 'domir' in R:
install.packages('domir', repos = c('https://jluchman.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/jluchman/domir/issues

Pkgdown site:https://jluchman.github.io

On CRAN:

Conda:

dominance-analysisrelative-importanceshapley-valuevariable-importance

5.75 score 5 stars 30 scripts 1.2k downloads 6 exports 0 dependencies

Last updated 10 months agofrom:a023734b5d. Checks:8 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 01 2025
R-4.5-winOKMar 01 2025
R-4.5-macOKMar 01 2025
R-4.5-linuxOKMar 01 2025
R-4.4-winOKMar 01 2025
R-4.4-macOKMar 01 2025
R-4.3-winOKMar 01 2025
R-4.3-macOKMar 01 2025

Exports:domindominance_scalardomirfmllst2Fmlformula_listformula_parse

Dependencies:

Conceptual Introduction to Dominance Analysis

Joseph Luchman

Rendered fromdomir_basics.Rmdusingknitr::rmarkdownon Mar 01 2025.

Last update: 2024-05-04
Started: 2021-09-11