Performance of the EM algorithm on the identification of a mixture of Watson distributions defined on the hypersphere

We consider a set of n individuals described by p standardised variables, and we suppose that the individuals are previously selected from a population and the variables are a sample of variables assumed to come from a mixture of k bipolar Watson distributions defined on the hypersphere. In this con...

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Bibliographic Details
Main Author: Adelaide Figueiredo (author)
Other Authors: Paulo Gomes (author)
Format: article
Language:por
Published: 2006
Subjects:
Online Access:https://hdl.handle.net/10216/112555
Country:Portugal
Oai:oai:repositorio-aberto.up.pt:10216/112555