Multivariate Bayesian statistics: models for source separation and signal unmixing

(4.7/5) - 312 ratings
Author: Daniel B. Rowe
Publisher: Chapman & Hall/CRC
Pages: 323
Language: english
Year: 2003
ISBN 10: 1584883189
ISBN 13: 9781420035261
Series: Unknown
Edition: 1
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Synopsis

Of the two primary approaches to the classic source separation problem, only one does not impose potentially unreasonable model and likelihood constraints: the Bayesian statistical approach. Bayesian methods incorporate the available information regarding the model parameters and not only allow...