Functional CAR models for large spatially correlated functional datasets

We develop a functional conditional autoregressive (CAR) model for spatially correlated data for which functions are collected on areal units of a lattice. Our model performs functional response regression while accounting for spatial correlations with potentially nonseparable and nonstationary cova...

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Veröffentlicht in:J Am Stat Assoc
Hauptverfasser: Zhang, Lin, Baladandayuthapani, Veerabhadran, Zhu, Hongxiao, Baggerly, Keith A., Majewski, Tadeusz, Czerniak, Bogdan A., Morris, Jeffrey S.
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2016
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Article
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5176110/
https://ncbi.nlm.nih.gov/pubmed/28018013
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2015.1042581
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