Search Results

Markov Chains and Invariant Probabilities

Download or Read eBook Markov Chains and Invariant Probabilities PDF written by Onésimo Hernández-Lerma and published by Birkhäuser. This book was released on 2012-12-06 with total page 213 pages. Available in PDF, EPUB and Kindle.
Markov Chains and Invariant Probabilities
Author :
Publisher : Birkhäuser
Total Pages : 213
Release :
ISBN-10 : 9783034880244
ISBN-13 : 3034880243
Rating : 4/5 (44 Downloads)

Book Synopsis Markov Chains and Invariant Probabilities by : Onésimo Hernández-Lerma

Book excerpt: This book is about discrete-time, time-homogeneous, Markov chains (Mes) and their ergodic behavior. To this end, most of the material is in fact about stable Mes, by which we mean Mes that admit an invariant probability measure. To state this more precisely and give an overview of the questions we shall be dealing with, we will first introduce some notation and terminology. Let (X,B) be a measurable space, and consider a X-valued Markov chain ~. = {~k' k = 0, 1, ... } with transition probability function (t.pJ.) P(x, B), i.e., P(x, B) := Prob (~k+1 E B I ~k = x) for each x E X, B E B, and k = 0,1, .... The Me ~. is said to be stable if there exists a probability measure (p.m.) /.l on B such that (*) VB EB. /.l(B) = Ix /.l(dx) P(x, B) If (*) holds then /.l is called an invariant p.m. for the Me ~. (or the t.p.f. P).


Markov Chains and Invariant Probabilities Related Books

Markov Chains and Invariant Probabilities
Language: en
Pages: 213
Authors: Onésimo Hernández-Lerma
Categories: Mathematics
Type: BOOK - Published: 2012-12-06 - Publisher: Birkhäuser

DOWNLOAD EBOOK

This book is about discrete-time, time-homogeneous, Markov chains (Mes) and their ergodic behavior. To this end, most of the material is in fact about stable Me
Markov Chains and Invariant Probabilities
Language: en
Pages: 234
Authors: Onesimo Hernandez-Lerma
Categories: Mathematics
Type: BOOK - Published: 2003-02-24 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

This book is about discrete-time, time-homogeneous, Markov chains (Mes) and their ergodic behavior. To this end, most of the material is in fact about stable Me
Introduction to Stochastic Processes
Language: en
Pages: 249
Authors: Gregory F. Lawler
Categories: Mathematics
Type: BOOK - Published: 2018-10-03 - Publisher: CRC Press

DOWNLOAD EBOOK

Emphasizing fundamental mathematical ideas rather than proofs, Introduction to Stochastic Processes, Second Edition provides quick access to important foundatio
Markov Chains and Stochastic Stability
Language: en
Pages: 623
Authors: Sean Meyn
Categories: Mathematics
Type: BOOK - Published: 2009-04-02 - Publisher: Cambridge University Press

DOWNLOAD EBOOK

New up-to-date edition of this influential classic on Markov chains in general state spaces. Proofs are rigorous and concise, the range of applications is broad
Markov Chains
Language: en
Pages: 312
Authors: Kai Lai Chung
Categories: Mathematics
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

From the reviews: J. Neveu, 1962 in Zentralblatt fr Mathematik, 92. Band Heft 2, p. 343: "Ce livre crit par l'un des plus minents spcialistes en la matire, est
Scroll to top