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Markov Chains: Models, Algorithms and Applications Book

Markov Chains: Models, Algorithms and Applications
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Markov Chains: Models, Algorithms and Applications, Markov chains are a particularly powerful and widely used tool for analyzing a variety of shastic (probabilistic) systems over time. This monograph will present a series of Markov models, starting from the basic models and then building up to higher-order, Markov Chains: Models, Algorithms and Applications
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  • Markov Chains: Models, Algorithms and Applications
  • Written by author Wai-KI Ching
  • Published by Springer-Verlag New York, LLC, 3/28/2013
  • Markov chains are a particularly powerful and widely used tool for analyzing a variety of shastic (probabilistic) systems over time. This monograph will present a series of Markov models, starting from the basic models and then building up to higher-order
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Book Categories

Authors

1 Introduction 1
2 Queueing systems and the Web 37
3 Re-manufacturing systems 61
4 Hidden Markov model for customers classification 77
5 Markov decision process for customer lifetime value 87
6 Higher-order Markov chains 111
7 Multivariate Markov chains 141
8 Hidden Markov chains 171


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Markov Chains: Models, Algorithms and Applications, Markov chains are a particularly powerful and widely used tool for analyzing a variety of shastic (probabilistic) systems over time. This monograph will present a series of Markov models, starting from the basic models and then building up to higher-order, Markov Chains: Models, Algorithms and Applications

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Markov Chains: Models, Algorithms and Applications, Markov chains are a particularly powerful and widely used tool for analyzing a variety of shastic (probabilistic) systems over time. This monograph will present a series of Markov models, starting from the basic models and then building up to higher-order, Markov Chains: Models, Algorithms and Applications

Markov Chains: Models, Algorithms and Applications

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Markov Chains: Models, Algorithms and Applications, Markov chains are a particularly powerful and widely used tool for analyzing a variety of shastic (probabilistic) systems over time. This monograph will present a series of Markov models, starting from the basic models and then building up to higher-order, Markov Chains: Models, Algorithms and Applications

Markov Chains: Models, Algorithms and Applications

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