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Heteroscedastic CAR models for areally referenced temporal processes for analyzing California asthma hospitalization data

Often in regionally aggregated spatiotemporal models, a single variance parameter is used to capture variability in the spatial structure of the model, ignoring the impact that spatially-varying factors may have on the variability in the underlying process. We extend existing methodologies to allow...

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Bibliografiske detaljer
Udgivet i:J R Stat Soc Ser C Appl Stat
Main Authors: Quick, Harrison, Carlin, Bradley P., Banerjee, Sudipto
Format: Artigo
Sprog:Inglês
Udgivet: 2015
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4673688/
https://ncbi.nlm.nih.gov/pubmed/26692587
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/rssc.12106
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