Estimating Shape Constrained Functions Using Gaussian Processes
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Publication:2801322
DOI10.1137/140955033zbMath1347.60040OpenAlexW2273306581MaRDI QIDQ2801322
Xiao-Jing Wang, James O. Berger
Publication date: 6 April 2016
Published in: SIAM/ASA Journal on Uncertainty Quantification (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1137/140955033
Gaussian processesconvex functionderivativesGibbs samplingmonotone functionshape constrained functions
Nonparametric regression and quantile regression (62G08) Gaussian processes (60G15) Nonparametric estimation (62G05) Parametric inference under constraints (62F30) Bayesian inference (62F15) Applications of statistics in engineering and industry; control charts (62P30)
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Uses Software
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