Universal Coding and Order Identification by Model Selection 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...

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Bibliographic Details
Main Author: Gassiat, Élisabeth (Author)
Format: Electronic eBook
Language:English
Published: Cham : Springer International Publishing, 2018.
Edition:1st ed. 2018.
Series:Springer Monographs in Mathematics,
Subjects:
Coding theory.
Information theory.
Statistics .
ISBN:9783319962627
ISSN:1439-7382
Online Access: Get full text
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Table of Contents:
  • 1. Lossless Coding
  • 2.Universal Coding on Finite Alphabets
  • 3.Universal Coding on Infinite Alphabets
  • 4.Model Order Estimation
  • Notation
  • Index.

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