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:	0.3.2
Imports:	stats, utils
Suggests:	testthat (≥ 3.0.0), relaimpo, yhat, knitr, rmarkdown, tidyverse
Published:	2022-05-09
Author:	Joseph Luchman [aut, cre]
Maintainer:	Joseph Luchman <jluchman at gmail.com>
License:	GPL (≥ 3)
URL:	https://github.com/jluchman/domir
NeedsCompilation:	no
Language:	en-US
Materials:	README NEWS
CRAN checks:	domir results

Documentation:

Reference manual:	domir.pdf
Vignettes:	Conceptual Introduction to Dominance Analysis

Downloads:

Package source:	domir_0.3.2.tar.gz
Windows binaries:	r-devel: domir_0.3.2.zip, r-release: domir_0.3.2.zip, r-oldrel: domir_0.3.2.zip
macOS binaries:	r-release (arm64): domir_0.3.2.tgz, r-oldrel (arm64): domir_0.3.2.tgz, r-release (x86_64): domir_0.3.2.tgz, r-oldrel (x86_64): domir_0.3.2.tgz
Old sources:	domir archive

Linking:

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