Item description for Limit Theorems for Markov Chains and Stochastic Properties of Dynamical Systems by Quasi-Compactness (Lecture Notes in Mathematics) by Hubert Hennion...
This book shows how techniques from the perturbation theory of operators, applied to a quasi-compact positive kernel, may be used to obtain limit theorems for Markov chains or to describe stochastic properties of dynamical systems. A general framework for this method is given and then applied to treat several specific cases. An essential element of this work is the description of the peripheral spectra of a quasi-compact Markov kernel and of its Fourier-Laplace perturbations. This is first done in the ergodic but non-mixing case. This work is extended by the second author to the non-ergodic case. The only prerequisites for this book are a knowledge of the basic techniques of probability theory and of notions of elementary functional analysis.
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Est. Packaging Dimensions: Length: 9.2" Width: 6" Height: 0.4" Weight: 0.45 lbs.
Release Date Oct 25, 2001
ISBN 3540424156 ISBN13 9783540424154
Availability 88 units. Availability accurate as of Mar 28, 2017 02:04.
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