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Modeling Functional Data With Spatially Heterogeneous Shape Characteristics

We propose a novel class of models for functional data exhibiting skewness or other shape characteristics that vary with spatial or temporal location. We use copulas so that the marginal distributions and the dependence structure can be modeled independently. Dependence is modeled with a Gaussian or...

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Bibliografiske detaljer
Udgivet i:Biometrics
Main Authors: Staicu, Ana-Maria, Crainiceanu, Ciprian M., Reich, Daniel S., Ruppert, David
Format: Artigo
Sprog:Inglês
Udgivet: 2011
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4292854/
https://ncbi.nlm.nih.gov/pubmed/22050118
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/j.1541-0420.2011.01669.x
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