A prior near-ignorance Gaussian process model for nonparametric regression

DOI10.1016/J.IJAR.2016.07.005zbMathNoneOpenAlexW2469038153MaRDI QIDQ324678

Francesca Mangili

Publication date: 17 October 2016

Published in: International Journal of Approximate Reasoning (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.ijar.2016.07.005

zbMATH Keywords

Gaussian processhypothesis testingBayesian nonparametricsnonparametric regressionprior near-ignorance

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Gaussian processes (60G15)

Uses Software

• BayesDA

Cites Work

• An overview of robust Bayesian analysis. (With discussion)
• Prior near ignorance for inferences in thek-parameter exponential family
• Introduction to Imprecise Probabilities
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