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Reduced Rank Mixed Effects Models for Spatially Correlated Hierarchical Functional Data

Hierarchical functional data are widely seen in complex studies where sub-units are nested within units, which in turn are nested within treatment groups. We propose a general framework of functional mixed effects model for such data: within unit and within sub-unit variations are modeled through tw...

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Bibliografiske detaljer
Main Authors: Zhou, Lan, Huang, Jianhua Z., Martinez, Josue G., Maity, Arnab, Baladandayuthapani, Veerabhadran, Carroll, Raymond J.
Format: Artigo
Sprog:Inglês
Udgivet: 2010
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC2853971/
https://ncbi.nlm.nih.gov/pubmed/20396628
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1198/jasa.2010.tm08737
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