212 citations · 299 across the 3 of their papers we have counts for
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stat.ME2017★ 212 cited
Minimum Covariance Determinant and Extensions
Mia Hubert, Michiel Debruyne, Peter J. Rousseeuw
The Minimum Covariance Determinant (MCD) method is a highly robust estimator of multivariate location and scatter, for which a fast algorithm is available. Since estimating the cov…
stat.ME2015★ 54 cited
Multivariate and functional classification using depth and distance
Mia Hubert, Peter J. Rousseeuw, Pieter Segaert
We construct classifiers for multivariate and functional data. Our approach is based on a kind of distance between data points and classes. The distance measure needs to be robust…