domir: Tools to Support Relative Importance Analysis

Provides tools that support relative importance analysis focusing on dominance analysis. Dominance analysis is a methodology for determining the relative importance of predictors/features/independent variables (Azen, R., & Budescu, D. V. (2003) <doi:10.1037/1082-989X.8.2.129>; Groemping, U. (2007) <doi:10.1198/000313007X188252>) as well as parameter estimates (Luchman, J. N, Lei, X., & Kaplan, S. (2020) <doi:10.47263/JASEM.4(2)02>). These tools are intended to extend relative importance analysis to, effectively, any statistical or machine learning function as defined or desired by the user-especially those where the user wants to use custom importance/fit statistic or modeling function.

Version: 0.1.0
Imports: methods
Suggests: dominanceanalysis, relaimpo, yhat
Published: 2021-08-09
Author: Joseph Luchman ORCID iD [aut, cre]
Maintainer: Joseph Luchman <jluchman at gmail.com>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
URL: https://github.com/jluchman/domir
NeedsCompilation: no
Materials: README NEWS
CRAN checks: domir results

Downloads:

Reference manual: domir.pdf
Package source: domir_0.1.0.tar.gz
Windows binaries: r-devel: domir_0.1.0.zip, r-release: domir_0.1.0.zip, r-oldrel: domir_0.1.0.zip
macOS binaries: r-release (arm64): domir_0.1.0.tgz, r-release (x86_64): domir_0.1.0.tgz, r-oldrel: domir_0.1.0.tgz
Old sources: domir archive

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