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- W1583397890 abstract "A family of parsimonious shifted asymmetric Laplace mixture models is introduced. We extend the mixture of factor analyzers model to the shifted asymmetric Laplace distribution. Imposing constraints on the constitute parts of the resulting decomposed component scale matrices leads to a family of parsimonious models. An explicit twostage parameter estimation procedure is described, and the Bayesian information criterion and the integrated completed likelihood are compared for model selection. This novel family of models is applied to real data, where it is compared to its Gaussian analogue within clustering and classication paradigms." @default.
- W1583397890 created "2016-06-24" @default.
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- W1583397890 date "2013-11-01" @default.
- W1583397890 modified "2023-09-28" @default.
- W1583397890 title "Parsimonious Shifted Asymmetric Laplace Mixtures" @default.
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