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Bayesian inference on quasi-sparse count data

There is growing interest in analysing high-dimensional count data, which often exhibit quasi-sparsity corresponding to an overabundance of zeros and small nonzero counts. Existing methods for analysing multivariate count data via Poisson or negative binomial log-linear hierarchical models with zero...

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Detalles Bibliográficos
Autores principales: Datta, Jyotishka, Dunson, David B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5793680/
https://www.ncbi.nlm.nih.gov/pubmed/29422693
http://dx.doi.org/10.1093/biomet/asw053