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Fast robust estimation of prediction error based on resampling

JOURNAL ARTICLE published December 2010 in Computational Statistics & Data Analysis

Authors: Jafar A. Khan | Stefan Van Aelst | Ruben H. Zamar

https://doi.org/10.1016/j.csda.2010.01.031 Actions

Detecting influential observations in Kernel PCA

JOURNAL ARTICLE published December 2010 in Computational Statistics & Data Analysis

Authors: Michiel Debruyne | Mia Hubert | Johan Van Horebeek

https://doi.org/10.1016/j.csda.2009.08.018 Actions

Fast and robust discriminant analysis

JOURNAL ARTICLE published March 2004 in Computational Statistics & Data Analysis

Authors: Mia Hubert | Katrien Van Driessen

https://doi.org/10.1016/s0167-9473(02)00299-2 Actions

Tree‐structured classifiers

JOURNAL ARTICLE published May 2010 in WIREs Computational Statistics

Authors: Wei‐Yin Loh

https://doi.org/10.1002/wics.86 Actions

A fast algorithm for robust regression with penalised trimmed squares

JOURNAL ARTICLE published December 2010 in Computational Statistics

Authors: L. Pitsoulis | G. Zioutas

https://doi.org/10.1007/s00180-010-0196-2 Actions

MATLAB library LIBRA

JOURNAL ARTICLE published July 2010 in WIREs Computational Statistics

Authors: Sabine Verboven | Mia Hubert

https://doi.org/10.1002/wics.96 Actions

A Robust Measure of Skewness

JOURNAL ARTICLE published December 2004 in Journal of Computational and Graphical Statistics

Authors: G Brys | M Hubert | A Struyf

https://doi.org/10.1198/106186004x12632 Actions

Special issue on variable selection and robust procedures

JOURNAL ARTICLE published December 2010 in Computational Statistics & Data Analysis

Authors: Stefan Van Aelst | Roy Welsch | Ruben H. Zamar

https://doi.org/10.1016/j.csda.2010.07.019 Actions

Goodness-of-fit tests based on a robust measure of skewness

JOURNAL ARTICLE published July 2008 in Computational Statistics

Authors: Guy Brys | Mia Hubert | Anja Struyf

https://doi.org/10.1007/s00180-007-0083-7 Actions

Fast surrogates of U-statistics

JOURNAL ARTICLE published January 2010 in Computational Statistics & Data Analysis

Authors: N. Lin | R. Xi

https://doi.org/10.1016/j.csda.2009.08.009 Actions

A robust test of specification based on order statistics

JOURNAL ARTICLE published December 2010 in Computational Statistics

Authors: Marilena Furno

https://doi.org/10.1007/s00180-010-0199-z Actions

Robust concentration graph model selection

JOURNAL ARTICLE published December 2010 in Computational Statistics & Data Analysis

Authors: Anna Gottard | Simona Pacillo

https://doi.org/10.1016/j.csda.2008.11.021 Actions

On the efficient computation of robust regression estimators

JOURNAL ARTICLE published December 2010 in Computational Statistics & Data Analysis

Authors: Salvador Flores

https://doi.org/10.1016/j.csda.2010.03.020 Actions

An evolutionary algorithm for robust regression

JOURNAL ARTICLE published December 2010 in Computational Statistics & Data Analysis

Authors: Robin Nunkesser | Oliver Morell

https://doi.org/10.1016/j.csda.2010.04.017 Actions

Minimum covariance determinant

JOURNAL ARTICLE published January 2010 in WIREs Computational Statistics

Authors: Mia Hubert | Michiel Debruyne

https://doi.org/10.1002/wics.61 Actions

Robust model selection with flexible trimming

JOURNAL ARTICLE published December 2010 in Computational Statistics & Data Analysis

Authors: Marco Riani | Anthony C. Atkinson

https://doi.org/10.1016/j.csda.2010.03.007 Actions

Robust inference in generalized partially linear models

JOURNAL ARTICLE published December 2010 in Computational Statistics & Data Analysis

Authors: Graciela Boente | Daniela Rodriguez

https://doi.org/10.1016/j.csda.2010.05.025 Actions

Robust statistic for the one-way MANOVA

JOURNAL ARTICLE published January 2010 in Computational Statistics & Data Analysis

Authors: Valentin Todorov | Peter Filzmoser

https://doi.org/10.1016/j.csda.2009.08.015 Actions

Robust M-estimation of multivariate GARCH models

JOURNAL ARTICLE published November 2010 in Computational Statistics & Data Analysis

Authors: Kris Boudt | Christophe Croux

https://doi.org/10.1016/j.csda.2009.11.007 Actions

Conversion of categorical variables into numerical variables via Bayesian network classifiers for binary classifications

JOURNAL ARTICLE published May 2010 in Computational Statistics & Data Analysis

Authors: Namgil Lee | Jong-Min Kim

https://doi.org/10.1016/j.csda.2009.11.003 Actions
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