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

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

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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:
Bayesian statistical decision theory.
Multivariate analysis.
Electronic books.
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.