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  • Search: subject:"Multivariate Location and Scatter"
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Year of publication
Subject
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Breakdown point 1 Finite-sample efficiency 1 Kullback–Leibler divergence 1 Multivariate Location and Scatter 1 Robust multivariate location and scatter 1 Robust regression 1 Robustness 1 S-estimator 1
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Online availability
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Free 1 Undetermined 1
Type of publication
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Article 1 Book / Working Paper 1
Language
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Undetermined 2
Author
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Croux, C. 1 Dehon, C. 1 Maronna, Ricardo A. 1 Yadine, A. 1 Yohai, Victor J. 1
Institution
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Tilburg University, Center for Economic Research 1
Published in...
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Computational Statistics & Data Analysis 1 Discussion Paper / Tilburg University, Center for Economic Research 1
Source
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RePEc 2
Showing 1 - 2 of 2
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On the Optimality of Multivariate S-Estimators
Croux, C.; Dehon, C.; Yadine, A. - Tilburg University, Center for Economic Research - 2010
In this paper we maximize the efficiency of a multivariate S-estimator under a constraint on the breakdown point. In the linear regression model, it is known that the highest possible efficiency of a maximum breakdown S-estimator is bounded above by 33% for Gaussian errors. We prove the...
Persistent link: https://www.econbiz.de/10011090479
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Cover Image
High finite-sample efficiency and robustness based on distance-constrained maximum likelihood
Maronna, Ricardo A.; Yohai, Victor J. - In: Computational Statistics & Data Analysis 83 (2015) C, pp. 262-274
robustness of the initial estimator. The same approach also shows good results in the estimation of multivariate location and … scatter. …
Persistent link: https://www.econbiz.de/10011117680
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