The robust estimation method for a finite mixture of Poisson mixed-effect models

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The robust estimation method for a finite mixture of Poisson mixed-effect models

When analyzing clustered count data derived from several latent subpopulations, the finite mixture of the Poisson mixed-effect model is an immediate strategy to model the underlying heterogeneity. Within the generalized linear mixed model framework, parameters in such a model are often estimated thr...

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Bibliographic Details
Main Authors:	Xiang, Liming, Yau, Kelvin, Lee, Andy
Format:	Journal Article
Published:	Elsevier Science 2012
Subjects:	Minimum Hellinger distance Robustness Finite mixture Non-parametric maximum likelihood
Online Access:	http://hdl.handle.net/20.500.11937/26295

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