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Modern methods for the detection of multivariate outliers

AbstractThe presence of outliers can very problematic in data analysis, leading statisticians to develop a wide variety of methods for identifying them in both the univariate and multivariate contexts. In case of the latter, perhaps the most popular approach has been Mahalanobis distance, where lar...

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Hlavní autor: Holmes eFinch
Médium: Artigo
Jazyk:Inglês
Vydáno: Frontiers Media S.A. 2012-07-01
Edice:Frontiers in Psychology
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On-line přístup:http://journal.frontiersin.org/Journal/10.3389/fpsyg.2012.00211/full
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