domir: Tools to Support Relative Importance Analysis

Methods to apply decomposition-based relative importance analysis for R functions. This package supports the application of decomposition methods by providing 'lapply'- or 'Map'-like meta-functions that compute dominance analysis (Azen, R., & Budescu, D. V. (2003) <doi:10.1037/1082-989X.8.2.129>; Grömping, U. (2007) <doi:10.1198/000313007X188252>) an extension of Shapley value regression (Lipovetsky, S., & Conklin, M. (2001) <doi:10.1002/asmb.446>) based on the values returned from other functions.

Package details

AuthorJoseph Luchman [aut, cre] (<>)
MaintainerJoseph Luchman <>
LicenseGPL (>= 3)
Package repositoryView on CRAN
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domir documentation built on May 29, 2024, 4:07 a.m.