Gaussian process regression with functional covariates and multivariate response

Bo Wang; Tao Chen; Aiping Xu

doi:10.1016/j.chemolab.2017.02.001

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Gaussian process regression with functional covariates and multivariate response

Bo Wang Tao Chen Aiping Xu

Year: 2017 Journal: Chemometrics and Intelligent Laboratory Systems Vol: 163 Pages: 1-6 Publisher: Elsevier BV

DOI: 10.1016/j.chemolab.2017.02.001

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Keywords:

Multivariate statistics Covariate Univariate Kriging Covariance Principal component analysis Mathematics Nonparametric statistics Statistics Gaussian process Multivariate analysis Nonparametric regression Regression analysis Computer science Gaussian

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Gaussian Processes and Bayesian Inference

Physical Sciences → Computer Science → Artificial Intelligence

Spectroscopy and Chemometric Analyses

Physical Sciences → Chemistry → Analytical Chemistry

Fault Detection and Control Systems

Physical Sciences → Engineering → Control and Systems Engineering

Gaussian process regression with functional covariates and multivariate response

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