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An Introduction to Markov Processes
Overview
This book provides a rigorous but elementary introduction to the theory of Markov Processes on a countable state space. It should be accessible to students with a solid undergraduate background in mathematics, including students from engineering, economics, physics, and biology. Topics covered are: Doeblin's theory, general ergodic properties, and continuous time processes. A whole chapter is devoted to reversible processes and the use of their associated Dirichlet forms to estimate the rate of convergence to equilibrium.
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Details
- ISBN-13: 9783540234517
- ISBN-10: 3540234519
- Publisher: Springer
- Publish Date: March 2005
- Dimensions: 9.34 x 6.1 x 0.45 inches
- Shipping Weight: 0.67 pounds
- Page Count: 176
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