Multivariate Bayesian statistics : models for source separation and signal unmixing /
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Corporate Author: | |
Format: | eBook |
Language: | English |
Published: |
Boca Raton, Fla. :
Chapman and Hall/CRC,
2003.
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Subjects: | |
Online Access: | Connect to the full text of this electronic book |
Table of Contents:
- 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.