Finite Mixture and Markov Switching Models

• Κύριος συγγραφέας: Frühwirth-Schnatter, Sylvia (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: New York, NY : Springer New York, 2006.
• Σειρά: Springer Series in Statistics,
• Θέματα: Mathematics.; Mathematical statistics.; Bioinformatics.; Probabilities.; Statistics.; Econometrics.; Psychometrics.; Probability Theory and Stochastic Processes.; Statistical Theory and Methods.; Probability and Statistics in Computer Science.

The prominence of finite mixture modelling is greater than ever. Many important statistical topics like clustering data, outlier treatment, or dealing with unobserved heterogeneity involve finite mixture models in some way or other. The area of potential applications goes beyond simple data analysis...