| MULTIVARIATE QUANTILES AND MULTIPLE-OUTPUT REGRESSION QUANTILES: FROM L ₁ OPTIMIZATION TO HALFSPACE DEPTH [with Discussion and Rejoinder] M Hallin, D Paindaveine, M Šiman, Y Wei, R Serfling, Y Zuo, L Kong, ... The Annals of Statistics, 635-703, 2010 | 256 | 2010 |
| Optimal tests for multivariate location based on interdirections and pseudo-Mahalanobis ranks M Hallin, D Paindaveine The Annals of Statistics 30 (4), 1103-1133, 2002 | 156 | 2002 |
| Semiparametrically efficient rank-based inference for shape. I. Optimal rank-based tests for sphericity M Hallin, D Paindaveine | 152 | 2006 |
| Probit transformation for nonparametric kernel estimation of the copula density G Geenens, A Charpentier, D Paindaveine | 108 | 2017 |
| A canonical definition of shape D Paindaveine Statistics & probability letters 78 (14), 2240-2247, 2008 | 99 | 2008 |
| From depth to local depth: a focus on centrality D Paindaveine, G Van Bever Journal of the American Statistical Association 108 (503), 1105-1119, 2013 | 97 | 2013 |
| Semiparametrically efficient rank-based inference for shape. II. Optimal R-estimation of shape M Hallin, H Oja, D Paindaveine | 92 | 2006 |
| Optimal rank-based testing for principal components M Hallin, D Paindaveine, T Verdebout | 74 | 2010 |
| Computing multiple-output regression quantile regions D Paindaveine, M Šiman Computational Statistics & Data Analysis 56 (4), 840-853, 2012 | 72 | 2012 |
| Semiparametrically efficient inference based on signed ranks in symmetric independent component models P Ilmonen, D Paindaveine | 70 | 2011 |
| On directional multiple-output quantile regression D Paindaveine, M Šiman Journal of Multivariate Analysis 102 (2), 193-212, 2011 | 68 | 2011 |
| Optimal procedures based on interdirections and pseudo-Mahalanobis ranks for testing multivariate elliptic white noise against ARMA dependence M Hallin, D Paindaveine | 64 | 2002 |
| Affine-invariant aligned rank tests for the multivariate general linear model with VARMA errors M Hallin, D Paindaveine Journal of Multivariate Analysis 93 (1), 122-163, 2005 | 62* | 2005 |
| Rank-based optimal tests of the adequacy of an elliptic VARMA model M Hallin, D Paindaveine | 62 | 2004 |
| On high-dimensional sign tests D Paindaveine, T Verdebout | 55 | 2016 |
| On the singularity of multivariate skew-symmetric models C Ley, D Paindaveine Journal of Multivariate Analysis 101 (6), 1434-1444, 2010 | 52 | 2010 |
| On optimal tests for rotational symmetry against new classes of hyperspherical distributions E García-Portugués, D Paindaveine, T Verdebout Journal of the American Statistical Association 115 (532), 1873-1887, 2020 | 51 | 2020 |
| Nonparametrically consistent depth-based classifiers D Paindaveine, G Van Bever Bernoulli, 62-82, 2015 | 46 | 2015 |
| Selecting a sequence of last successes in independent trials FT Bruss, D Paindaveine Journal of Applied Probability 37 (2), 389-399, 2000 | 46 | 2000 |
| Optimal signed-rank tests based on hyperplanes H Oja, D Paindaveine Journal of Statistical Planning and Inference 135 (2), 300-323, 2005 | 43 | 2005 |
