Advertisement

Limit Theorems for Markov Chains and Stochastic Properties of Dynamical Systems by Quasi-Compactness

  • Hubert Hennion
  • Loïc Hervé

Part of the Lecture Notes in Mathematics book series (LNM, volume 1766)

About this book

Introduction

The usefulness of from the of techniques perturbation theory operators, to kernel for limit theorems for a applied quasi-compact positive Q, obtaining Markov chains for stochastic of or dynamical by describing properties systems, of Perron- Frobenius has been demonstrated in several All use a operator, papers. these works share the features the features that must be same specific general ; used in each stem from the nature of the functional particular case precise space where the of is and from the number of quasi-compactness Q proved eigenvalues of of modulus 1. We here a functional framework for Q give general analytical this method and we the aforementioned behaviour within it. It asymptotic prove is worth that this framework is to allow the unified noticing sufficiently general treatment of all the cases considered in the literature the previously specific ; characters of model translate into the verification of of simple hypotheses every a functional nature. When to Markov kernels or to Perr- applied Lipschitz Frobenius associated with these statements rise operators expanding give maps, to new results and the of known The main clarify proofs already properties. of the deals with a Markov kernel for which 1 is a part quasi-compact Q paper of modulus 1. An essential but is not the simple eigenvalue unique eigenvalue element of the work is the of the of peripheral Q precise description spectrums and of its To conclude the the results obtained perturbations.

Keywords

Limit theorems Markov chain Markov kernel Probability theory analysis dynamical system mixing pertubation theory

Editors and affiliations

  • Hubert Hennion
    • 1
  • Loïc Hervé
    • 1
  1. 1.I.R.M.A.R.University of Rennes 1RennesFrance

Bibliographic information

  • DOI https://doi.org/10.1007/b87874
  • Copyright Information Springer-Verlag Berlin Heidelberg 2001
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Springer Book Archive
  • Print ISBN 978-3-540-42415-4
  • Online ISBN 978-3-540-44623-1
  • Series Print ISSN 0075-8434
  • Buy this book on publisher's site
Industry Sectors
Pharma
Biotechnology
Finance, Business & Banking
IT & Software
Telecommunications
Consumer Packaged Goods
Aerospace
Oil, Gas & Geosciences
Engineering