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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...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Veröffentlicht in:Biometrics
Hauptverfasser: Shou, Haochang, Zipunnikov, Vadim, Crainiceanu, Ciprian M., Greven, Sonja
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2014
Schlagworte:
Online Zugang: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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