AMS Bookstore LOGO amslogo
Return to List

AMS TextbooksAMS Applications-related Books

Codage Universel et Identification d'ordre par Sélection de Modèles
Elisabeth Gassiat, University Paris-Sud, Orsay, France
A publication of the Société Mathématique de France.
cover
Cours Spécialisés--Collection SMF
2014; 140 pp; softcover
Number: 21
ISBN-10: 2-85629-782-X
ISBN-13: 978-2-85629-782-7
List Price: US$67
Member Price: US$53.60
Order Code: COSP/21
[Add Item]

A note to readers: This book is in French.

These notes are at the interface between information theory and statistics. They highlight how universal coding and adaptive compression are linked with the statistical inference of random processes, by maximum likelihood or Bayesian methods.

The author starts with classic tools for dealing with finite alphabets, then presents the recent theory of universal coding in infinite aphabets. She shows how it is used to solve problems of order identification, in particular for hidden Markov models.

A publication of the Société Mathématique de France, Marseilles (SMF), distributed by the AMS in the U.S., Canada, and Mexico. Orders from other countries should be sent to the SMF. Members of the SMF receive a 30% discount from list.

Readership

Postgraduate students and research mathematicians interested in universal coding and order identification.

Table of Contents

  • Introduction
  • Codage sans perte
  • Codage universel en alphabet fini
  • Codage en alphabet infini
  • Inférence sur l'ordre d'un modèle
  • Bibliographie
  • Notations
  • Index
Powered by MathJax

  AMS Home | Comments: webmaster@ams.org
© Copyright 2014, American Mathematical Society
Privacy Statement

AMS Social

AMS and Social Media LinkedIn Facebook Podcasts Twitter YouTube RSS Feeds Blogs Wikipedia