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Gaussian Process Regression Analysis for Functional Data - Jian Qing Shi

Gaussian Process Regression Analysis for Functional Data

By: Jian Qing Shi, Taeryon Choi

eText | 1 July 2011 | Edition Number 1

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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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