Mixtures Estimation and Applications

• Main Authors: Mengersen, Kerrie, Robert, Christian, Titterington, Mike
• Format: eBook Book
• Language: English
• Published: Chichester, West Sussex, U.K Wiley 2011; John Wiley & Sons, Incorporated
• Edition: 1. Aufl.
• Subjects: Distribution (Probability theory); Mixture distributions (Probability theory); Technik; Wissen Statistik

This book uses the EM (expectation maximization) algorithm to simultaneously estimate the missing data and unknown parameter(s) associated with a data set. The parameters describe the component distributions of the mixture; the distributions may be continuous or discrete.The editors provide a comple...