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Covariance parameter estimation of Gaussian processes with approximated functional inputs

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Publication:6656675
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DOI10.1016/J.JMVA.2024.105380MaRDI QIDQ6656675

Lucas Reding, François Bachoc, Andrés Felipe López-Lopera

Publication date: 3 January 2025

Published in: Journal of Multivariate Analysis (Search for Journal in Brave)




zbMATH Keywords

Gaussian processesmaximum likelihood estimatorfunctional dataasymptotic consistency and normalityincreasing-domain asymptotic


Mathematics Subject Classification ID

Asymptotic properties of parametric estimators (62F12) Gaussian processes (60G15) Functional data analysis (62R10) Multivariate analysis (62Hxx)








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