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ShapleyOutlier (version 0.1.2)

ShapleyOutlier-package: ShapleyOutlier: Multivariate Outlier Explanations using Shapley Values and Mahalanobis Distances

Description

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) tools:::Rd_expr_doi("10.1016/j.ecosta.2023.04.003").

Arguments

Author

Maintainer: Marcus Mayrhofer marcus.mayrhofer@tuwien.ac.at

Authors:

  • Peter Filzmoser