| Robust statistics: theory and methods (with R) RA Maronna, RD Martin, VJ Yohai, M Salibián-Barrera John Wiley & Sons, 2019 | 4179 | 2019 |
| Robust M-estimators of multivariate location and scatter RA Maronna The annals of statistics, 51-67, 1976 | 1232 | 1976 |
| Outlier identification in high dimensions P Filzmoser, R Maronna, M Werner Computational statistics & data analysis 52 (3), 1694-1711, 2008 | 551 | 2008 |
| Robust estimates of location and dispersion for high-dimensional datasets RA Maronna, RH Zamar Technometrics 44 (4), 307-317, 2002 | 538 | 2002 |
| The behavior of the Stahel-Donoho robust multivariate estimator RA Maronna, VJ Yohai Journal of the American Statistical Association 90 (429), 330-341, 1995 | 312 | 1995 |
| Asymptotic behavior of M-estimators for the linear model VJ Yohai, RA Maronna The Annals of Statistics, 258-268, 1979 | 251 | 1979 |
| Asymptotic behavior of general M-estimates for regression and scale with random carriers RA Maronna, VJ Yohai Zeitschrift für Wahrscheinlichkeitstheorie und verwandte Gebiete 58, 7-20, 1981 | 209 | 1981 |
| Principal components and orthogonal regression based on robust scales R Maronna Technometrics 47 (3), 264-273, 2005 | 196 | 2005 |
| Bias-and efficiency-robustness of general M-estimators for regression with random carriers R Maronna, O Bustos, V Yohai Smoothing Techniques for Curve Estimation: Proceedings of a Workshop held in …, 2006 | 181 | 2006 |
| A bivariate test for the detection of a systematic change in mean R Maronna, VJ Yohai Journal of the American Statistical Association 73 (363), 640-645, 1978 | 152 | 1978 |
| Robust ridge regression for high-dimensional data RA Maronna Technometrics 53 (1), 44-53, 2011 | 139 | 2011 |
| Robust regression with both continuous and categorical predictors RA Maronna, VJ Yohai Journal of Statistical Planning and Inference 89 (1-2), 197-214, 2000 | 136 | 2000 |
| Multivariate clustering procedures with variable metrics R Maronna, PM Jacovkis Biometrics, 499-505, 1974 | 98 | 1974 |
| Multivariate L-estimation R Fraiman, J Meloche, LA García-Escudero, A Gordaliza, X He, ... Test 8, 255-317, 1999 | 96 | 1999 |
| Bias-robust estimators of multivariate scatter based on projections RA Maronna, WA Stahel, VJ Yohai Journal of Multivariate Analysis 42 (1), 141-161, 1992 | 82 | 1992 |
| Asymptotic behavior of least-squares estimates for autoregressive processes with infinite variances VJ Yohai, RA Maronna The Annals of Statistics 5 (3), 554-560, 1977 | 82 | 1977 |
| Robust estimation of multivariate location and scatter RA Maronna, VJ Yohai Encyclopedia of Statistical Sciences 11, 2004 | 72 | 2004 |
| Robust functional linear regression based on splines RA Maronna, VJ Yohai Computational Statistics & Data Analysis 65, 46-55, 2013 | 71 | 2013 |
| Bias-robust estimates of regression based on projections RA Maronna, VJ Yohai The Annals of Statistics, 965-990, 1993 | 58 | 1993 |
| Robust regression through robust covariances R Maronna, S Morgenthaler Communications in Statistics-Theory and Methods 15 (4), 1347-1365, 1986 | 54 | 1986 |
