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Longitudinal functional principal component analysis

We introduce models for the analysis of functional data observed at multiple time points. The dynamic behavior of functional data is decomposed into a time-dependent population average, baseline (or static) subject-specific variability, longitudinal (or dynamic) subject-specific variability, subject...

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Bibliografische gegevens
Hoofdauteurs: Greven, Sonja, Crainiceanu, Ciprian, Caffo, Brian, Reich, Daniel
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: 2010
Onderwerpen:
Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3131008/
https://ncbi.nlm.nih.gov/pubmed/21743825
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1214/10-EJS575
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