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Mechanistic Hierarchical Gaussian Processes

The statistics literature on functional data analysis focuses primarily on flexible black-box approaches, which are designed to allow individual curves to have essentially any shape while characterizing variability. Such methods typically cannot incorporate mechanistic information, which is commonly...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Veröffentlicht in:J Am Stat Assoc
Hauptverfasser: Wheeler, Matthew W., Dunson, David B., Pandalai, Sudha P., Baker, Brent A., Herring, Amy H.
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2014
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4273873/
https://ncbi.nlm.nih.gov/pubmed/25541568
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2014.899234
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