Variational Bayesian Linear Regression

Version (2.45 KB) by Mo Chen
Variational Bayesian Linear Regression


Updated 13 Mar 2016

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This function fist a probabilistic linear regression model with variational Bayesian inference. For the ordinary regularized linear regression, user has to manually assign the regularization parameter. However, Variational Bayesian method can do model selection automatically, that is it can automatically determine proper parameter from the data.
This package is now a part of the PRML Toolbox (

Cite As

Mo Chen (2023). Variational Bayesian Linear Regression (, MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2016a
Compatible with any release
Platform Compatibility
Windows macOS Linux

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