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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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Détails bibliographiques
Publié dans:Stat Sin
Auteurs principaux: Wang, Xia, Chen, Ming-Hui, Kuo, Rita C., Dey, Dipak K.
Format: Artigo
Langue:Inglês
Publié: 2015
Sujets:
Accès en ligne: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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