212 citations · 249 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.ME2017★ 15 cited
Outlyingness: why do outliers lie out?
Michiel Debruyne, Sebastiaan Höppner, Sven Serneels +1
Outlier detection is an inevitable step to most statistical data analyses. However, the mere detection of an outlying case does not always answer all scientific questions associate…