Stefan Van Aelst

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Van Aelst

Publications in SciGraph latest 50 shown

  • 2019 Empirical Comparison of the Performance of Location Estimates of Fuzzy Number-Valued Data in UNCERTAINTY MODELLING IN DATA SCIENCE
  • 2018-11-28 Robust Bayesian seemingly unrelated regression model in COMPUTATIONAL STATISTICS
  • 2017 Tukey’s Biweight Loss Function for Fuzzy Set-Valued M-estimators of Location in SOFT METHODS FOR DATA SCIENCE
  • 2016-03 Melanoma addiction to the long non-coding RNA SAMMSON in NATURE
  • 2015-09 Comments on: Robust estimation of multivariate location and scatter in the presence of cellwise and casewise contamination in TEST
  • 2014 Outlier Detection and Robust Variable Selection for Least Angle Regression in COMPUTATIONAL SCIENCE AND ITS APPLICATIONS – ICCSA 2014
  • 2013 Qualitative Robustness of Bootstrap Approximations for Kernel Based Methods in ROBUSTNESS AND COMPLEX DATA STRUCTURES
  • 2013 An Alternative Approach to the Median of a Random Interval Using an L 2 Metric in SYNERGIES OF SOFT COMPUTING AND STATISTICS FOR INTELLIGENT DATA ANALYSIS
  • 2013 Comparing the Medians of a Random Interval Defined by Means of Two Different L 1 Metrics in TOWARDS ADVANCED DATA ANALYSIS BY COMBINING SOFT COMPUTING AND STATISTICS
  • 2013 Comparing the Representativeness of the 1-norm Median for Likert and Free-response Fuzzy Scales in TOWARDS ADVANCED DATA ANALYSIS BY COMBINING SOFT COMPUTING AND STATISTICS
  • 2010-09 Inference for robust canonical variate analysis in ADVANCES IN DATA ANALYSIS AND CLASSIFICATION
  • 2010 Robust Principal Component Analysis Based on Pairwise Correlation Estimators in PROCEEDINGS OF COMPSTAT'2010
  • 2009-09 The minimum weighted covariance determinant estimator in METRIKA
  • 2008-02 Fast and robust bootstrap in STATISTICAL METHODS & APPLICATIONS
  • 2007-02 An L1-type estimator of multivariate location and shape in STATISTICAL METHODS & APPLICATIONS
  • 2006 A robust linear grouping algorithm in COMPSTAT 2006 - PROCEEDINGS IN COMPUTATIONAL STATISTICS
  • 2003-06 Bounded influence regression using high breakdown scatter matrices in ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS
  • 2003 A Robust Hotelling Test in DEVELOPMENTS IN ROBUST STATISTICS
  • 2003 Small Sample Corrections for LTS and MCD in DEVELOPMENTS IN ROBUST STATISTICS
  • 2002-04 A robust Hotelling test in METRIKA
  • 2002-04 Small sample corrections for LTS and MCD in METRIKA
  • 2002 A Hotelling Test Based on MCD in COMPSTAT
  • 2002 Analyzing Data with Robust Multivariate Methods and Diagnostic Plots in COMPSTAT
  • 2002 Robust Bootstrap for S-estimators of Multivariate Regression in STATISTICAL DATA ANALYSIS BASED ON THE L1-NORM AND RELATED METHODS
  • 2001 Similarities Between Location Depth and Regression Depth in STATISTICS IN GENETICS AND IN THE ENVIRONMENTAL SCIENCES
  • 2000 A Robust Method for Multivariate Regression in DATA ANALYSIS, CLASSIFICATION, AND RELATED METHODS
  • 2000 An algorithm for deepest multiple regression in COMPSTAT
  • 1998 The Deepest Fit in COMPSTAT
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