Mechanistic Hierarchical Gaussian Processes

DOI10.1080/01621459.2014.899234zbMath1368.62068OpenAlexW2065328245WikidataQ23918066 ScholiaQ23918066MaRDI QIDQ4975546

Brent Baker, Sudha P. Pandalai, Amy H. Herring, David B. Dunson, Matthew W. Wheeler

Publication date: 7 August 2017

Published in: Journal of the American Statistical Association (Search for Journal in Brave)

Full work available at URL: http://europepmc.org/articles/pmc4273873

Mathematics Subject Classification ID

Gaussian processes (60G15) Applications of statistics to biology and medical sciences; meta analysis (62P10) Nonparametric estimation (62G05) Bayesian inference (62F15)

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APIK: Active Physics-Informed Kriging Model with Partial Differential Equations ⋮ Bayesian numerical methods for nonlinear partial differential equations ⋮ Bayesian shape-constrained density estimation

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