Mia Hubert

According to our database1, Mia Hubert authored at least 33 papers between 1999 and 2020.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

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On csauthors.net:

Bibliography

2020
Outlier detection in non-elliptical data by kernel MRCD.
CoRR, 2020

Visualizing classification results.
CoRR, 2020

2019
MacroPCA: An All-in-One PCA Method Allowing for Missing Values as Well as Cellwise and Rowwise Outliers.
Technometrics, 2019

2018
Anomaly detection by robust statistics.
Wiley Interdiscip. Rev. Data Min. Knowl. Discov., 2018

2017
Fast robust SUR with economical and actuarial applications.
Statistical Analysis and Data Mining, 2017

Multivariate and functional classification using depth and distance.
Adv. Data Anal. Classif., 2017

2016
Sparse PCA for High-Dimensional Data With Outliers.
Technometrics, 2016

2015
Rejoinder to 'multivariate functional outlier detection'.
Stat. Methods Appl., 2015

Multivariate functional outlier detection.
Stat. Methods Appl., 2015

The DetS and DetMM estimators for multivariate location and scatter.
Comput. Stat. Data Anal., 2015

2013
Detecting influential data points for the Hill estimator in Pareto-type distributions.
Comput. Stat. Data Anal., 2013

2012
Phase and amplitude-based clustering for functional data.
Comput. Stat. Data Anal., 2012

Editorial for the special issue on quantile regression and semiparametric methods.
Comput. Stat. Data Anal., 2012

2011
Multivariate Techniques: Robustness.
Proceedings of the International Encyclopedia of Statistical Science, 2011

Robust statistics for outlier detection.
Wiley Interdiscip. Rev. Data Min. Knowl. Discov., 2011

2010
Robustness of reweighted Least Squares Kernel Based Regression.
J. Multivar. Anal., 2010

Detecting influential observations in Kernel PCA.
Comput. Stat. Data Anal., 2010

Robust classification for skewed data.
Adv. Data Anal. Classif., 2010

DetMCD in a Calibration Framework.
Proceedings of the 19th International Conference on Computational Statistics, 2010

2009
Robust PCA for skewed data and its outlier map.
Comput. Stat. Data Anal., 2009

Robustness of Kernel Based Regression: A Comparison of Iterative Weighting Schemes.
Proceedings of the Artificial Neural Networks, 2009

2008
Goodness-of-fit tests based on a robust measure of skewness.
Comput. Stat., 2008

An adjusted boxplot for skewed distributions.
Comput. Stat. Data Anal., 2008

Censored depth quantiles.
Comput. Stat. Data Anal., 2008

2007
A robust estimator for the tail index of Pareto-type distributions.
Comput. Stat. Data Anal., 2007

Fast cross-validation of high-breakdown resampling methods for PCA.
Comput. Stat. Data Anal., 2007

Robust learning from bites for data mining.
Comput. Stat. Data Anal., 2007

2006
Robust measures of tail weight.
Comput. Stat. Data Anal., 2006

2005
ROBPCA: A New Approach to Robust Principal Component Analysis.
Technometrics, 2005

2004
Fast and robust discriminant analysis.
Comput. Stat. Data Anal., 2004

Robust PCA and classification in biosciences.
Bioinform., 2004

2002
Robust Principal Components Regression.
Proceedings of the COMPSTAT 2002, 2002

1999
Depth in an Arrangement of Hyperplanes.
Discret. Comput. Geom., 1999


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