Introduction to Markov Chains

Introduction to Markov Chains
Author :
Publisher : Vieweg+Teubner Verlag
Total Pages : 237
Release :
ISBN-10 : 9783322901576
ISBN-13 : 3322901572
Rating : 4/5 (572 Downloads)

Book Synopsis Introduction to Markov Chains by : Ehrhard Behrends

Download or read book Introduction to Markov Chains written by Ehrhard Behrends and published by Vieweg+Teubner Verlag. This book was released on 2014-07-08 with total page 237 pages. Available in PDF, EPUB and Kindle. Book excerpt: Besides the investigation of general chains the book contains chapters which are concerned with eigenvalue techniques, conductance, stopping times, the strong Markov property, couplings, strong uniform times, Markov chains on arbitrary finite groups (including a crash-course in harmonic analysis), random generation and counting, Markov random fields, Gibbs fields, the Metropolis sampler, and simulated annealing. With 170 exercises.


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