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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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Bibliografiske detaljer
Udgivet i:Biometrics
Main Authors: Shou, Haochang, Zipunnikov, Vadim, Crainiceanu, Ciprian M., Greven, Sonja
Format: Artigo
Sprog:Inglês
Udgivet: 2014
Fag:
Online adgang: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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