Autori
Farcomeni, Alessio
Dotto, Francesco

Titolo
The power of (extended) monitoring in robust clustering Discussion of "The power of monitoring: how to make the most of a contaminated multivariate sample" by Andrea Cerioli, Marco Riani, Anthony C. Atkinson and Aldo Corbellini
Periodico
Statistical methods & applications : Journal of the Italian Statistical Society
Anno: 2018 - Volume: 27 - Fascicolo: 4 - Pagina iniziale: 651 - Pagina finale: 660

We complement the work of Cerioli, Riani, Atkinson and Corbellini by discussing monitoring in the context of robust clustering. This implies extending the approach to clustering, and possibly monitoring more than one parameter simultaneously. The cases of trimming and snipping are discussed separately, and special attention is given to recently proposed methods like double clustering, reweighting in robust clustering, and fuzzy regression clustering.



SICI: 1618-2510(2018)27:4<651:TPO(MI>2.0.ZU;2-#

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