Multivariate Bayesian statistics : models for source separation and signal unmixing /

Bibliographic Details
Main Author: Rowe, Daniel B. (Author)
Corporate Author: Taylor & Francis
Format: eBook
Language:English
Published: Boca Raton, Fla. : Chapman and Hall/CRC, 2003.
Subjects:
Online Access:Connect to the full text of this electronic book

MARC

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245 1 0 |a Multivariate Bayesian statistics :  |b models for source separation and signal unmixing /  |c Daniel B. Rowe. 
264 1 |a Boca Raton, Fla. :  |b Chapman and Hall/CRC,  |c 2003. 
300 |a 1 online resource (xx, 329 pages) 
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504 |a Includes bibliographical references (pages 319-324) and index. 
505 0 |a chapter 1 Introduction -- chapter 2 Statistical Distributions -- chapter 3 Introductory Bayesian Statistics -- chapter 4 Prior Distributions -- chapter 5 Hyperparameter Assessment -- chapter 6 Bayesian Estimation Methods -- chapter 7 Regression -- chapter 8 Bayesian Regression -- chapter 9 Bayesian Factor Analysis -- chapter 10 Bayesian Source Separation -- chapter 11 Unobservable and Observable Source Separation -- chapter 12 FMRI Case Study -- chapter 13 Delayed Sources and Dynamic Coefficients -- chapter 14 Correlated Observation and Source Vectors -- chapter 15 Conclusion. 
650 0 |a Bayesian statistical decision theory. 
650 0 |a Multivariate analysis. 
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