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Gaussian process regression analysis for functional data

Gaussian Process Regression Analysis for Functional Data presents nonparametric statistical methods for functional regression analysis, specifically the methods based on a Gaussian process prior in a functional space. The authors focus on problems involving functional response variables and mixed co...

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Detalles Bibliográficos
Autores principales: Shi, Jian Qing, Choi, Taeryon
Lenguaje:eng
Publicado: Taylor and Francis 2011
Materias:
Acceso en línea:http://cds.cern.ch/record/1985585