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Hierarchical Factor Models for Large Spatially Misaligned Data: A Low-Rank Predictive Process Approach

This article deals with jointly modeling a large number of geographically referenced outcomes observed over a very large number of locations. We seek to capture associations among the variables as well as the strength of spatial association for each variable. In addition, we reckon with the common s...

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Detalles Bibliográficos
Publicado en:Biometrics
Autores principales: Ren, Qian, Banerjee, Sudipto
Formato: Artigo
Lenguaje:Inglês
Publicado: 2013
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Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC4466112/
https://ncbi.nlm.nih.gov/pubmed/23379832
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/j.1541-0420.2012.01832.x
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