ShapleyOutlier: Multivariate Outlier Explanations using Shapley Values and Mahalanobis Distances

Based on Shapley values to explain multivariate outlyingness and to detect and impute cellwise outliers. Includes implementations of methods described in Mayrhofer and Filzmoser (2023) <doi:10.1016/j.ecosta.2023.04.003>.

Package details

AuthorMarcus Mayrhofer [aut, cre], Peter Filzmoser [aut]
MaintainerMarcus Mayrhofer <marcus.mayrhofer@tuwien.ac.at>
LicenseGPL-3
Version0.1.2
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("ShapleyOutlier")

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ShapleyOutlier documentation built on Oct. 17, 2024, 5:08 p.m.