Robust clustering method for the detection of outliers: using AIC to select the number of clusters

In Santos-Pereira and Pires (Computational Statistics, pp. 291–296. Physica, Heidelberg, 2002) we proposed a method to detect outliers in multivariate data based on clustering and robust estimators. To implement this method in practice it is necessary to choose a clustering method, a pair of locatio...

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Bibliographic Details
Main Author: Santos-Pereira, Carla (author)
Other Authors: Pires, Ana M. (author)
Format: bookPart
Language:eng
Published: 2014
Subjects:
Online Access:http://hdl.handle.net/11328/748
Country:Portugal
Oai:oai:repositorio.uportu.pt:11328/748