Limit Theorems for Markov Chains and Stochastic Properties of Dynamical Systems by Quasi-Compactness (Lecture Notes in Mathematics) - Info and Reading Options
By Hubert Hennion and Loic Herve
"Limit Theorems for Markov Chains and Stochastic Properties of Dynamical Systems by Quasi-Compactness (Lecture Notes in Mathematics)" is published by Springer in October 25, 2001 - Berlin, it has 145 pages and the language of the book is English.
“Limit Theorems for Markov Chains and Stochastic Properties of Dynamical Systems by Quasi-Compactness (Lecture Notes in Mathematics)” Metadata:
- Title: ➤ Limit Theorems for Markov Chains and Stochastic Properties of Dynamical Systems by Quasi-Compactness (Lecture Notes in Mathematics)
- Authors: Hubert HennionLoic Herve
- Language: English
- Number of Pages: 145
- Publisher: Springer
- Publish Date: October 25, 2001
- Publish Location: Berlin
“Limit Theorems for Markov Chains and Stochastic Properties of Dynamical Systems by Quasi-Compactness (Lecture Notes in Mathematics)” Subjects and Themes:
- Subjects: ➤ Stochastic processes - Limit theorems (Probability theory) - Differentiable dynamical systems - Markov processes - Dynamische systemen - Markov-Kette - Théorèmes limites (Théorie des probabilités) - Dynamisches System - Processus de Markov - Markov-processen - Stochastische parameters - Dynamique différentiable - Grenzwertsatz - Processus stochastiques - Stochastischer Prozess - Mathematics - Differential Equations - Distribution (Probability theory)
Edition Specifications:
- Format: Paperback
- Weight: 7.2 ounces
- Dimensions: 9.2 x 6 x 0.4 inches
Edition Identifiers:
- The Open Library ID: OL9556350M - OL19884087W
- Online Computer Library Center (OCLC) ID: 47805084
- Library of Congress Control Number (LCCN): 2001044646
- ISBN-13: 9783540424154 - 9783540446231
- ISBN-10: 3540424156
- All ISBNs: 3540424156 - 9783540424154 - 9783540446231
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"Limit Theorems for Markov Chains and Stochastic Properties of Dynamical Systems by Quasi-Compactness (Lecture Notes in Mathematics)" Description:
The Open Library:
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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