Finite Mixture of Skewed Distributions

• Κύριοι συγγραφείς: Lachos Dávila, Víctor Hugo (Συγγραφέας, http://id.loc.gov/vocabulary/relators/aut), Cabral, Celso Rômulo Barbosa (http://id.loc.gov/vocabulary/relators/aut), Zeller, Camila Borelli (http://id.loc.gov/vocabulary/relators/aut)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2018.
• Έκδοση: 1st ed. 2018.
• Σειρά: SpringerBriefs in Statistics - ABE,
• Θέματα: Statistics .; Statistical Theory and Methods.; Statistics for Life Sciences, Medicine, Health Sciences.; Statistics and Computing/Statistics Programs.

This book presents recent results in finite mixtures of skewed distributions to prepare readers to undertake mixture models using scale mixtures of skew normal distributions (SMSN). For this purpose, the authors consider maximum likelihood estimation for univariate and multivariate finite mixtures w...

Πίνακας περιεχομένων:

• Chapter 1: Motivation
• Chapter 2: Maximum Likelihood Estimation in Normal Mixtures
• Chapter 3: Scale Mixtures of Skew-normal distributions
• Chapter 4: Univariate mixtures of SMSN distributions
• Chapter 5: Multivariate mixtures of SMSN distributions
• Chapter 6: Mixture of Regression Models.