Karlien Vanden Branden

KU Leuven

h-index

Publications

1,008

Citations

Publications

1 shown

ROBPCA: A New Approach to Robust Principal Component Analysis

Mia Hubert , Peter J. Rousseeuw , Karlien Vanden Branden

AbstractWe introduce a new method for robust principal component analysis (PCA). Classical PCA is based on the empirical covariance matrix of the data and hence is highly sensit...

2005 Technometrics 1008 citations

Frequent Co-Authors

Mia Hubert

KU Leuven

Peter J. Rousseeuw

Delft University of Technology

Researcher Info

h-index: 1
Publications: 1
Citations: 1,008
Institution: KU Leuven

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h-index 1

h-index: Number of publications with at least h citations each.