Gaussian Process Regression Analysis for Functional Data

Name: Gaussian Process Regression Analysis for Functional Data
Price: 12949 INR
Availability: InStock
Author: "Jian Qing Shi"
ISBN: 9781439837733

Jian Qing Shi

Taeryon Choi

English

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Piracy-free

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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.Covering the basics of Gaussian process regression the first several chapters discuss functional data analysis theoretical aspects based on the asymptotic pr