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Functional Principal Component Analysis of Spatio-Temporal Point Processes with Applications in Disease Surveillance

In disease surveillance applications, the disease events are modeled by spatio-temporal point processes. We propose a new class of semiparametric generalized linear mixed model for such data, where the event rate is related to some known risk factors and some unknown latent random effects. We model...

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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Li, Yehua, Guan, Yongtao
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: 2014
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC4215517/
https://ncbi.nlm.nih.gov/pubmed/25368436
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2014.885434
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