Christophe Croux
Christophe Croux
KU Leuven - Faculty of Economics and Business
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Alternatives to the median absolute deviation
PJ Rousseeuw, C Croux
Journal of the American Statistical association 88 (424), 1273-1283, 1993
Influence functions of the Spearman and Kendall correlation measures
C Croux, C Dehon
Statistical Methods & Applications 19 (4), 497-515, 2010
Robust regression in Stata
V Verardi, C Croux
The Stata Journal 9 (3), 439-453, 2009
Depression and socio-economic risk factors: 7-year longitudinal population study
V Lorant, C Croux, S Weich, D Deliege, J Mackenbach, M Ansseau
The British journal of psychiatry 190 (4), 293-298, 2007
Test-retest study of the GRBAS scale: influence of experience and professional background on perceptual rating of voice quality.
MS De Bodt, FL Wuyts, PH Van de Heyning, C Croux
Journal of voice: official journal of the Voice Foundation 11 (1), 74, 1997
Bagging and Boosting Classification Trees
A Lemmens, C Croux
Journal of Marketing Research 43, 276–286, 2006
A measure of comovement for economic variables: Theory and empirics
C Croux, M Forni, L Reichlin
Review of Economics and Statistics 83 (2), 232-241, 2001
Principal component analysis based on robust estimators of the covariance or correlation matrix: influence functions and efficiencies
C Croux, G Haesbroeck
Biometrika 87 (3), 603-618, 2000
Robust principal component analysis for functional data
N Locantore, JS Marron, DG Simpson, N Tripoli, JT Zhang, KL Cohen, ...
Test 8 (1), 1-73, 1999
Robust forecasting with exponential and Holt-Winters smoothing
S Gelper, R Fried, C Croux
Available at SSRN 1089403, 2007
High breakdown estimators for principal components: the projection-pursuit approach revisited
C Croux, A Ruiz-Gazen
Journal of multivariate analysis 95 (1), 206-226, 2005
Influence function and efficiency of the minimum covariance determinant scatter matrix estimator
C Croux, G Haesbroeck
Journal of Multivariate Analysis 71 (2), 161-190, 1999
Modeling churn using customer lifetime value
N Glady, B Baesens, C Croux
European journal of operational research 197 (1), 402-411, 2009
Linearity of calibration curves: use and misuse of the correlation coefficient
J Van Loco, M Elskens, C Croux, H Beernaert
Accreditation and Quality Assurance: Journal for Quality, Comparability and …, 2002
Algorithms for projection–pursuit robust principal component analysis
C Croux, P Filzmoser, MR Oliveira
Chemometrics and Intelligent Laboratory Systems 87 (2), 218-225, 2007
Sparse least trimmed squares regression for analyzing high-dimensional large data sets
A Alfons, C Croux, S Gelper
The Annals of Applied Statistics, 226-248, 2013
Time-efficient algorithms for two highly robust estimators of scale
C Croux, PJ Rousseeuw
Computational Statistics: Volume 1: Proceedings of the 10th Symposium on …, 1992
Robust Factor Analysis
G Pison, PJ Rousseeuw, P Filzmoser, C Croux
Journal of Multivariate Analysis 84, 145-172, 2003
Partial robust M-regression
S Serneels, C Croux, P Filzmoser, PJ Van Espen
Chemometrics and Intelligent Laboratory Systems 79 (1-2), 55-64, 2005
TOMCAT: A MATLAB toolbox for multivariate calibration techniques
M Daszykowski, S Serneels, K Kaczmarek, P Van Espen, C Croux, ...
Chemometrics and intelligent laboratory systems 85 (2), 269-277, 2007
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