Introduction to Markov Chains
With Special Emphasis on Rapid Mixing
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Produkt beskrivelse
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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Detaljer
- ISBN13 9783322901576
- Udgivet 2014
- Forlag Vieweg+Teubner Verlag
- Format Elektronisk medie
- Sprog Engelsk