BOOK-CHAPTER

Bayesian nonlinear regression with Gaussian process priors

Keywords:
Prior probability Bayesian probability Gaussian process Bayesian linear regression Mathematics Kriging Artificial intelligence Bayesian multivariate linear regression Nonlinear regression Statistics Gaussian Applied mathematics Computer science Pattern recognition (psychology) Econometrics Bayesian inference Linear regression Regression analysis Physics

Metrics

0
Cited By
0.00
FWCI (Field Weighted Citation Impact)
0
Refs
0.40
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Topics

Gaussian Processes and Bayesian Inference
Physical Sciences →  Computer Science →  Artificial Intelligence
Fault Detection and Control Systems
Physical Sciences →  Engineering →  Control and Systems Engineering
Spectroscopy Techniques in Biomedical and Chemical Research
Life Sciences →  Biochemistry, Genetics and Molecular Biology →  Biophysics

Related Documents

JOURNAL ARTICLE

Variational Bayesian Multinomial Probit Regression with Gaussian Process Priors

Mark GirolamiSimon Rogers

Journal:   Neural Computation Year: 2006 Vol: 18 (8)Pages: 1790-1817
JOURNAL ARTICLE

DERIVATIVE AND INTEGRAL GAUSSIAN PROCESS PRIORS FOR BAYESIAN NONPARAMETRIC REGRESSION

Vasudevan, Bipasha

Journal:   OPAL (Open@LaTrobe) (La Trobe University) Year: 2025
JOURNAL ARTICLE

Bayesian Multitask Classification With Gaussian Process Priors

Grigorios SkolidisGuido Sanguinetti

Journal:   IEEE Transactions on Neural Networks Year: 2011 Vol: 22 (12)Pages: 2011-2021
JOURNAL ARTICLE

Bayesian inference with rescaled Gaussian process priors

Aad van der VaartHarry van Zanten

Journal:   Electronic Journal of Statistics Year: 2007 Vol: 1 (none)
© 2026 ScienceGate Book Chapters — All rights reserved.