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A Comparison of Algorithms for the Multivariate L1-Median
Croux, Christophe - 2010
The L1-median is a robust estimator of multivariate location with good statistical properties. Several algorithms for computing the L1-median are available. Problem specific algorithms can be used, but also general optimization routines. The aim is to compare different algorithms with respect to...
Persistent link: https://www.econbiz.de/10013137216
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Sparse partial robust M regression
Hoffmann, Irene; Serneels, Sven; Filzmoser, Peter; … - 2015
Persistent link: https://www.econbiz.de/10011290635
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Robust and sparse estimation of the inverse covariance matrix using rank correlation measures
Croux, Christophe; Öllerer, Viktoria - 2015
Persistent link: https://www.econbiz.de/10011290636
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Robust estimation of linear state space models
Crevits, Ruben; Croux, Christophe - 2017
Persistent link: https://www.econbiz.de/10011799036
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Robust sparse canonical correlation analysis
Wilms, Ines; Croux, Christophe - 2014
Persistent link: https://www.econbiz.de/10010485679
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Robust high-dimensional precision matrix estimation
Öllerer, Viktoria; Croux, Christophe - 2014
Persistent link: https://www.econbiz.de/10010485683
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The breakdown behavior of the maximum likelihood estimator in the logistic regression model
Croux, Christophe; Flandre, Cécile; Haesbroeck, Gentiane - 2002
Persistent link: https://www.econbiz.de/10001649458
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Maxbias curves of robust scale estimators based on subranges
Croux, Christophe; Haesbroeck, Gentiane - In: Metrika : international journal for theoretical and … 53 (2001) 2, pp. 101-122
Persistent link: https://www.econbiz.de/10001626383
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Fast and robust estimation of the multivariate errors in variables model
Croux, Christophe; Fekri, M.; Ruiz-Gazen, A. - 2003
Persistent link: https://www.econbiz.de/10001938339
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Robust standard errors for robust estimators
Croux, Christophe; Dhaene, Geert; Hoorelbeke, Dirk - 2003
Persistent link: https://www.econbiz.de/10001938644