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) ; Groemping, U. (2007) ) as well as parameter estimates (Luchman, J. N, Lei, X., & Kaplan, S. (2020) ). 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.


Reference manual

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0.2.0 by Joseph Luchman, 24 days ago

Browse source code at

Authors: Joseph Luchman [aut, cre]

Documentation:   PDF Manual  

GPL (>= 3) license

Imports methods, stats, utils

Suggests dominanceanalysis, testthat, relaimpo, yhat, knitr, rmarkdown

See at CRAN