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 metric or modeling function.

Version:	0.0.1
Imports:	methods
Suggests:	dominanceanalysis, relaimpo, yhat
Published:	2021-03-29
Author:	Joseph Luchman [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
CRAN checks:	domir results

Downloads:

Reference manual:	domir.pdf
Package source:	domir_0.0.1.tar.gz
Windows binaries:	r-devel: domir_0.0.1.zip, r-release: domir_0.0.1.zip, r-oldrel: domir_0.0.1.zip
macOS binaries:	r-release (arm64): domir_0.0.1.tgz, r-release (x86_64): domir_0.0.1.tgz, r-oldrel: domir_0.0.1.tgz
Old sources:	domir archive

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