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 | 182 | 2010 |

Penalized triograms: Total variation regularization for bivariate smoothing R Koenker, I Mizera Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2004 | 150 | 2004 |

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Breakdown points and variation exponents of robust -estimators in linear models I Mizera, CH Müller The Annals of Statistics 27 (4), 1164-1177, 1999 | 65 | 1999 |

Breakdown points of Cauchy regression-scale estimators I Mizera, CH Müller Statistics & probability letters 57 (1), 79-89, 2002 | 55 | 2002 |

Convex optimization in R R Koenker, I Mizera Journal of Statistical Software 60 (5), 1-23, 2014 | 50 | 2014 |

Density estimation by total variation regularization R Koenker, I Mizera Advances in Statistical Modeling and Inference: Essays in Honor of Kjell A …, 2007 | 33 | 2007 |

Generalized runs tests for heteroscedastic time series JM Dufour, M Hallin, I Mizera Journal of Nonparametric Statistics 9 (1), 39-86, 1998 | 30 | 1998 |

Partial functional linear quantile regression for neuroimaging data analysis D Yu, L Kong, I Mizera Neurocomputing 195, 74-87, 2016 | 28 | 2016 |

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 | 28 | 2002 |

Qualitative robustness and weak continuity: the extreme unction I Mizera Nonparametrics and robustness in modern statistical inference and time …, 2010 | 21 | 2010 |

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 | 20 | 1998 |

On consistent -estimators: Tuning constants, unimodality and breakdown I Mizera Kybernetika 30 (3), 289-300, 1994 | 20 | 1994 |

Generic properties of one-dimensional dynamical systems I Mizera Ergodic Theory and Related Topics III, 163-173, 1992 | 18 | 1992 |

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 | 11 | 2019 |

The Influence of the Design on the Breakdown Point of ℓ_{1}-type M-estimatorsI Mizera, CH Müller mODa 6—Advances in Model-Oriented Design and Analysis, 193-200, 2001 | 11 | 2001 |