Multivariate Bayesian Statistics: Models for Source Separation and Signal Unmixing

By Daniel B. Rowe (Author)

Book information

Publisher
Chapman and Hall/CRC
Year
2002
ISBN
9781584883180, 9781420035261, 9780429136641, 9781000738186, 9781000739350, 9780367413347, 9780367454661
DOI
10.1201/9781420035261
Format
PDF
Filesize
2 MB (2138098 bytes)
Edition
1
Pages
\350
Time added
2020-10-06 04:24:42
Engineering & Technology;Electrical & Electronic E

Description

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 estimation of the sources and mixing coefficients, but

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