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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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Bibliografiske detaljer
Udgivet i:Stat Sin
Main Authors: Wang, Xia, Chen, Ming-Hui, Kuo, Rita C., Dey, Dipak K.
Format: Artigo
Sprog:Inglês
Udgivet: 2015
Fag:
Online adgang: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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