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robustmatrix - Robust Matrix-Variate Parameter Estimation
Robust covariance estimation for matrix-valued data and data with Kronecker-covariance structure using the Matrix Minimum Covariance Determinant (MMCD) estimators and outlier explanation using and Shapley values.
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openblascppopenmp
2.00 score 4 scripts 568 downloadsShapleyOutlier - 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>.
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2.00 score 4 scripts 330 downloads