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Structured Functional Principal Component Analysis

Motivated by modern observational studies, we introduce a class of functional models that expand nested and crossed designs. These models account for the natural inheritance of the correlation structures from sampling designs in studies where the fundamental unit is a function or image. Inference is...

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Détails bibliographiques
Publié dans:Biometrics
Auteurs principaux: Shou, Haochang, Zipunnikov, Vadim, Crainiceanu, Ciprian M., Greven, Sonja
Format: Artigo
Langue:Inglês
Publié: 2014
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC4383722/
https://ncbi.nlm.nih.gov/pubmed/25327216
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/biom.12236
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