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Reversible Markov Chains and Random Walks on Graphs

book
Language:
Author: David Aldous
Url: http://www.stat.berkeley.edu/users/aldous/RWG/book.html
Format: Pdf
Category: Graph Theory, Probability Theory
Pages: 350
Clicks: 16

Description
Contents: Introduction; General Markov Chains; Reversible Markov Chains; Hitting and Convergence Time, and Flow Rate, Parameters for Reversible Markov Chains; coupling theory and examples; Special Graphs and Trees; Cover Times; Symmetric Graphs and Chains; Advanced L^2 Techniques for Bounding Mixing Times; A Second Look at General Markov Chains; Some Graph Theory and Randomized Algorithms; Continuous State, Infinite State and Random Environment; Interacting Particles on Finite Graphs; Markov Chain Monte Carlo.

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