| 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 | 268 | 2010 |
| Convex optimization, shape constraints, compound decisions, and empirical Bayes rules R Koenker, I Mizera Journal of the American Statistical Association 109 (506), 674-685, 2014 | 238 | 2014 |
| Quantile tomography: using quantiles with multivariate data L Kong, I Mizera Statistica Sinica, 1589-1610, 2012 | 190 | 2012 |
| Penalized triograms: Total variation regularization for bivariate smoothing R Koenker, I Mizera Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2004 | 176 | 2004 |
| On depth and deep points: a calculus I Mizera The Annals of Statistics 30 (6), 1681-1736, 2002 | 162 | 2002 |
| Quasi-concave density estimation R Koenker, I Mizera | 102 | 2010 |
| Location–scale depth I Mizera, CH Müller Journal of the American Statistical Association 99 (468), 949-966, 2004 | 76 | 2004 |
| Breakdown points and variation exponents of robust M-estimators in linear models I Mizera, CH Müller Annals of Statistics, 1164-1177, 1999 | 75 | 1999 |
| Convex optimization in R R Koenker, I Mizera Journal of Statistical Software 60, 1-23, 2014 | 69 | 2014 |
| Breakdown points of Cauchy regression-scale estimators I Mizera, CH Müller Statistics & probability letters 57 (1), 79-89, 2002 | 66 | 2002 |
| Partial functional linear quantile regression for neuroimaging data analysis D Yu, L Kong, I Mizera Neurocomputing 195, 74-87, 2016 | 62 | 2016 |
| University of Alberta GKS Wong Chiral beta blockers, personal communication, 2006 | 62 | 2006 |
| Generalized runs tests for heteroscedastic time series JM Dufour, M Hallin, I Mizera Journal of Nonparametric Statistics 9 (1), 39-86, 1998 | 42 | 1998 |
| Continuity of halfspace depth contours and maximum depth estimators: diagnostics of depth-related methods I Mizera, M Volauf Journal of Multivariate Analysis 83 (2), 365-388, 2002 | 40 | 2002 |
| Density estimation by total variation regularization R Koenker, I Mizera Advances in Statistical Modeling and Inference: Essays in Honor of Kjell A …, 2007 | 36 | 2007 |
| Sparse wavelet estimation in quantile regression with multiple functional predictors D Yu, L Zhang, I Mizera, B Jiang, L Kong Computational statistics & data analysis 136, 12-29, 2019 | 28 | 2019 |
| Necessary and sufficient conditions for weak consistency of the median of independent but not identically distributed random variables I Mizera, JA Wellner Annals of statistics, 672-691, 1998 | 26 | 1998 |
| Qualitative robustness and weak continuity: the extreme unction? I Mizera Nonparametrics and robustness in modern statistical inference and time …, 2010 | 23 | 2010 |
| Generic properties of one-dimensional dynamical systems I Mizera Ergodic Theory and Related Topics III: Proceedings of the International …, 2006 | 21 | 2006 |
| On consistent -estimators: Tuning constants, unimodality and breakdown I Mizera Kybernetika 30 (3), 289-300, 1994 | 20 | 1994 |
