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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.
Getting started
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Package details |
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| Author | Joseph Luchman [aut, cre] (<https://orcid.org/0000-0002-8886-9717>) |
| Maintainer | Joseph Luchman <jluchman@gmail.com> |
| License | GPL (>= 3) |
| Version | 1.2.0 |
| URL | https://github.com/jluchman/domir https://jluchman.github.io/domir/ |
| Package repository | View on CRAN |
| Installation |
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