Gaussian Process Regression Analysis for Functional Data

Gaussian Process Regression Analysis for Functional Data

Author: Jian Qing Shi, Taeryon Choi
Publisher: CRC Press
Edition: 1
Published date: 2011
ISBN: 9781439837733

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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 covariates of functional and scalar variables.Coveri

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