Influence functions of the Spearman and Kendall correlation measures

Nonparametric correlation estimators as the Kendall and Spearman correlation are widely used in the applied sciences. They are often said to be robust, in the sense of being resistant to outlying observations. In this paper we formally study their robustness by means of their influence functions and...

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Veröffentlicht in:Statistical methods & applications 2010-11, Vol.19 (4), p.497-515
Hauptverfasser: Croux, Christophe, Dehon, Catherine
Format: Artikel
Sprache:eng
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