Bayesian nonlinear regression with Gaussian process priors

doi:10.1201/b11038-3

ScienceGate Book Chapters

BOOK-CHAPTER

Bayesian nonlinear regression with Gaussian process priors

Year: 2011 Pages: 15-33

DOI: 10.1201/b11038-3

Get Full-Text PDF Get Analytical Report

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

Cited By

0.00

FWCI (Field Weighted Citation Impact)

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

Bayesian nonlinear regression with Gaussian process priors

Metrics

Topics

Related Documents

Variational Bayesian Multinomial Probit Regression with Gaussian Process Priors

DERIVATIVE AND INTEGRAL GAUSSIAN PROCESS PRIORS FOR BAYESIAN NONPARAMETRIC REGRESSION

DERIVATIVE AND INTEGRAL GAUSSIAN PROCESS PRIORS FOR BAYESIAN NONPARAMETRIC REGRESSION

Bayesian Multitask Classification With Gaussian Process Priors

Bayesian inference with rescaled Gaussian process priors