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BAYESIAN SPATIAL-TEMPORAL MODELING OF ECOLOGICAL ZERO-INFLATED COUNT DATA

A Bayesian hierarchical model is developed for count data with spatial and temporal correlations as well as excessive zeros, uneven sampling intensities, and inference on missing spots. Our contribution is to develop a model on zero-inflated count data that provides flexibility in modeling spatial p...

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Detalhes bibliográficos
Publicado no:Stat Sin
Main Authors: Wang, Xia, Chen, Ming-Hui, Kuo, Rita C., Dey, Dipak K.
Formato: Artigo
Idioma:Inglês
Publicado em: 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4793368/
https://ncbi.nlm.nih.gov/pubmed/26997848
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.5705/ss.2013.212w
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