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An Empirical Comparison of EM Initialization Methods and Model Choice Criteria for Mixtures of Skew-Normal Distributions

We investigate, via simulation study, the performance of the EM algorithm for maximum likelihood estimation in finite mixtures of skew-normal distributions with component specific parameters. The study takes into account the initialization method, the number of iterations needed to attain a fixed st...

Whakaahuatanga katoa

I tiakina i:
Ngā taipitopito rārangi puna kōrero
I whakaputaina i:Revista Colombiana de Estadística
Ngā kaituhi matua: José R. Pereira, Leyne A. Marques, José M. da Costa
Hōputu: Artigo
Reo:Inglês
I whakaputaina: Universidad Nacional de Colombia 2012
Ngā marau:
Urunga tuihono:https://www.redalyc.org/articulo.oa?id=89925367009
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