Variational Bayes for Non-Gaussian autoregressive models

We describe a Variational Bayesian (VB) learning algorithm for Non-Gaussian Autoregressive (AR) models. The noise is modelled as a Mixture of Gaussians rather than the usual single Gaussian. This allows different data points to be associated with different noise levels and effectively provides a rob...

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Bibliographic Details
Main Authors: Penny, W, Roberts, S
Format: Conference item
Published: IEEE 2000