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A Bayesian regression model for multivariate functional data

In this paper we present a model for the analysis of multivariate functional data with unequally spaced observation times that may differ among subjects. Our method is formulated as a Bayesian mixed-effects model in which the fixed part corresponds to the mean functions, and the random part correspo...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Veröffentlicht in:Comput Stat Data Anal
Hauptverfasser: Rosen, Ori, Thompson, Wesley K.
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2009
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5604261/
https://ncbi.nlm.nih.gov/pubmed/28936016
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.csda.2009.03.026
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