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Bayesian Kernel Mixtures for Counts

Although Bayesian nonparametric mixture models for continuous data are well developed, there is a limited literature on related approaches for count data. A common strategy is to use a mixture of Poissons, which unfortunately is quite restrictive in not accounting for distributions having variance l...

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Bibliografiska uppgifter
Huvudupphovsmän: Canale, Antonio, Dunson, David B.
Materialtyp: Artigo
Språk:Inglês
Publicerad: 2012
Ämnen:
Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC3329131/
https://ncbi.nlm.nih.gov/pubmed/22523437
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1198/jasa.2011.tm10552
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