Mia Hubert

Available identifiers

zbMath Open hubert.miaWikidataQ78522385 ScholiaQ78522385MaRDI QIDQ82369

List of research outcomes

Publication	Date of Publication	Type
cluster	2023-12-01	Software
A Measure of Directional Outlyingness With Applications to Image Data and Video	2022-03-28	Paper
Outlier detection in non-elliptical data by kernel MRCD	2021-12-10	Paper
Class Maps for Visualizing Classification Results	2021-06-25	Paper
Fast robust SUR with economical and actuarial applications	2020-10-14	Paper
An improved algorithm for robust PCA	2020-07-21	Paper
Robust Principal Components Regression	2020-07-15	Paper
DetMCD in a Calibration Framework	2020-07-14	Paper
Multivariate and functional classification using depth and distance	2019-06-03	Paper
MacroPCA: An All-in-One PCA Method Allowing for Missing Values as Well as Cellwise and Rowwise Outliers	2019-05-13	Paper
The DetS and DetMM estimators for multivariate location and scatter	2018-11-23	Paper
Detecting influential data points for the Hill estimator in Pareto-type distributions	2018-10-19	Paper
Multivariate Functional Halfspace Depth	2017-08-04	Paper
High-breakdown robust multivariate methods	2015-12-22	Paper
Multivariate functional outlier detection	2015-09-25	Paper
Rejoinder to `Multivariate functional outlier detection'	2015-09-25	Paper
https://portal.mardi4nfdi.de/entity/Q5252155	2015-05-29	Paper
Detecting influential observations in kernel PCA	2014-04-14	Paper
Shape bias of robust covariance estimators: an empirical study	2014-04-01	Paper
Robust classification for skewed data	2014-04-01	Paper
Reducing the mean squared error of quantile-based estimators by smoothing	2013-09-05	Paper
Detecting influential data points for the Hill estimator in Pareto-type distributions	2013-09-01	Paper
Phase and amplitude-based clustering for functional data	2012-12-07	Paper
https://portal.mardi4nfdi.de/entity/Q3096199	2011-11-08	Paper
Goodness-of-fit tests based on a robust measure of skewness	2011-02-22	Paper
Robust PCA for skewed data and its outlier map	2010-03-30	Paper
Robustness of reweighted least squares kernel based regression	2010-01-12	Paper
Censored depth quantiles	2009-06-12	Paper
A robust estimator for the tail index of Pareto-type distributions	2009-06-02	Paper
Robust learning from bites for data mining	2009-06-02	Paper
Fast cross-validation of high-breakdown resampling methods for PCA	2009-05-29	Paper
Robust measures of tail weight	2008-12-11	Paper
Fast and robust discriminant analysis	2008-11-26	Paper
https://portal.mardi4nfdi.de/entity/Q3497944	2008-05-28	Paper
https://portal.mardi4nfdi.de/entity/Q3497950	2008-05-28	Paper
https://portal.mardi4nfdi.de/entity/Q5290284	2006-04-28	Paper
https://portal.mardi4nfdi.de/entity/Q5290292	2006-04-28	Paper
https://portal.mardi4nfdi.de/entity/Q5290319	2006-04-28	Paper
Regression Depth	2002-07-30	Paper
The deepest regression method	2002-07-08	Paper
Depth in an arrangement of hyperplanes	2000-09-11	Paper
https://portal.mardi4nfdi.de/entity/Q4378656	1999-05-10	Paper
The catline for deep regression	1998-10-14	Paper
Integrating robust clustering techniques in S-PLUS	1998-06-30	Paper
The breakdown value of the \(L_1\) estimator in contingency tables	1998-03-08	Paper
Robust regression with both continuous and binary regressors	1997-12-14	Paper
Regression-free and robust estimation of scale for bivariate data	1997-02-27	Paper
https://portal.mardi4nfdi.de/entity/Q4866171	1996-03-04	Paper

Research outcomes over time

Doctoral students

Doctoral Student
Tim Verdonck
Sabine Verboven
Stephan Van Der Veeken
Karlien Vanden Branden
Sanne Engelen

Known relations from the MaRDI Knowledge Graph

Property	Value
MaRDI profile type	MaRDI person profile
doctoral advisor	Peter J. Rousseeuw
doctoral student	Tim Verdonck
doctoral student	Sabine Verboven
doctoral student	Stephan Van Der Veeken
doctoral student	Karlien Vanden Branden
doctoral student	Sanne Engelen
educated at	University of Antwerp
instance of	human
occupation	teacher
occupation	mathematical statistician
sex or gender	female

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