Universal Coding and Order Identification by Model Selection Methods

• Κύριος συγγραφέας: Gassiat, Élisabeth (Συγγραφέας, 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: Springer Monographs in Mathematics,
• Θέματα: Coding theory.; Information theory.; Statistics .; Coding and Information Theory.; Statistical Theory and Methods.

The purpose of these notes is to highlight the far-reaching connections between Information Theory and Statistics. Universal coding and adaptive compression are indeed closely related to statistical inference concerning processes and using maximum likelihood or Bayesian methods. The book is divided...

Πίνακας περιεχομένων:

• 1. Lossless Coding
• 2.Universal Coding on Finite Alphabets
• 3.Universal Coding on Infinite Alphabets
• 4.Model Order Estimation
• Notation
• Index.