| Cluster: cluster analysis basics and extensions M Maechler, P Rousseeuw, A Struyf, M Hubert, K Hornik R package version 1 (2), 56, 2012 | 4181* | 2012 |
| ROBPCA: a new approach to robust principal component analysis M Hubert, PJ Rousseeuw, K Vanden Branden Technometrics 47 (1), 64-79, 2005 | 1252 | 2005 |
| An adjusted boxplot for skewed distributions M Hubert, E Vandervieren Computational Statistics & Data Analysis 52 (12), 5186-5201, 2008 | 1017 | 2008 |
| Robust statistics for outlier detection PJ Rousseeuw, M Hubert Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 1 (1 …, 2011 | 945 | 2011 |
| Regression depth (with rejoinder) PJ Rousseeuw, M Hubert Journal of the American Statistical Association 94 (446), 388-402, 1999 | 534 | 1999 |
| Clustering in an object-oriented environment A Struyf, M Hubert, P Rousseeuw Journal of Statistical Software 1 (4), 1-30, 1997 | 495 | 1997 |
| LIBRA: a MATLAB library for robust analysis S Verboven, M Hubert Chemometrics and Intelligent Laboratory Systems 75 (2), 127-136, 2005 | 487 | 2005 |
| High-breakdown robust multivariate methods M Hubert, PJ Rousseeuw, S Van Aelst Statistical Science 23 (1), 92-119, 2008 | 432 | 2008 |
| A robust measure of skewness G Brys, M Hubert, A Struyf Journal of Computational and Graphical Statistics 13 (4), 996-1017, 2004 | 423 | 2004 |
| Robust methods for partial least squares regression M Hubert, K Vanden Branden Journal of Chemometrics 17 (10), 537-549, 2003 | 360 | 2003 |
| Minimum covariance determinant M Hubert, M Debruyne Wiley Interdisciplinary Reviews: Computational Statistics 2 (1), 36-43, 2010 | 347 | 2010 |
| Outlier detection for skewed data M Hubert, S Van der Veeken Journal of Chemometrics 22 (3‐4), 235-246, 2008 | 333 | 2008 |
| A fast method for robust principal components with applications to chemometrics M Hubert, PJ Rousseeuw, S Verboven Chemometrics and Intelligent Laboratory Systems 60 (1), 101-111, 2002 | 320 | 2002 |
| Anomaly detection by robust statistics PJ Rousseeuw, M Hubert Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 8 (2 …, 2018 | 305 | 2018 |
| Fast and robust discriminant analysis M Hubert, K Van Driessen Computational Statistics & Data Analysis 45 (2), 301-320, 2004 | 285 | 2004 |
| Integrating robust clustering techniques in S-PLUS A Struyf, M Hubert, PJ Rousseeuw Computational Statistics & Data Analysis 26 (1), 17-37, 1997 | 254 | 1997 |
| Robust PCA and classification in biosciences M Hubert, S Engelen Bioinformatics 20 (11), 1728-1736, 2004 | 236 | 2004 |
| Multivariate functional outlier detection M Hubert, PJ Rousseeuw, P Segaert Statistical Methods & Applications 24 (2), 177-202, 2015 | 228 | 2015 |
| Minimum covariance determinant and extensions M Hubert, M Debruyne, PJ Rousseeuw Wiley Interdisciplinary Reviews: Computational Statistics 10 (3), e1421, 2018 | 227 | 2018 |
| Robust classification in high dimensions based on the SIMCA method K Vanden Branden, M Hubert Chemometrics and Intelligent Laboratory Systems 79 (1), 10-21, 2005 | 200 | 2005 |
Peter RousseeuwKU Leuven, BelgiumVerified email at rousseeuw.net
