Gaussian Processes with Input Location Error and Applications to the Composite Parts Assembly Process

DOI10.1137/20M1312447zbMath1493.62630arXiv2002.01526OpenAlexW3004582666WikidataQ114074220 ScholiaQ114074220MaRDI QIDQ5097839

Benjamin Haaland, Wenjia Wang, Xiaowei Yue, C. F. Jeff Wu

Publication date: 1 September 2022

Published in: SIAM/ASA Journal on Uncertainty Quantification (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2002.01526

zbMATH Keywords

Gaussian processstochastic krigingcomposite parts assemblyinput location error

Mathematics Subject Classification ID

Asymptotic properties of parametric estimators (62F12) Random fields; image analysis (62M40) Gaussian processes (60G15) Applications of statistics in engineering and industry; control charts (62P30)

Uses Software

• DiceKriging
• DiceOptim
• rhalton
• Algorithm 247

Cites Work

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