Markov Chains. Analytic And Monte Carlo Computations

Markov Chains. Analytic And Monte Carlo Computations

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Описание

Markov Chains: Analytic and Monte Carlo Computations introduces the main notions related to Markov chains and provides explanations on how to characterize, simulate, and recognize them

Описание

A detailed and rigorous presentation of Markov chains with discrete time and state space

An appendix presenting probabilistic notions that are necessary to the reader, as well as giving more advanced measure-theoretic notions.

Starting with basic notions, this book leads progressively to advanced and recent topics in the field, allowing the reader to master the main aspects of the classical theory

This book also features Numerous exercises with solutions as well as extended case studies