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.
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