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.


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install.packages("domir")

0.2.0 by Joseph Luchman, 24 days ago


https://github.com/jluchman/domir


Browse source code at https://github.com/cran/domir


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