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Understanding Markov Chains: Examples and Applications (Springer Undergraduate Mathematics Series) - Tapa blanda
Sinopsis
This book provides an undergraduate-level introduction to discrete and continuous-time Markov chains and their applications, with a particular focus on the first step analysis technique and its applications to average hitting times and ruin probabilities. It also discusses classical topics such as recurrence and transience, stationary and limiting distributions, as well as branching processes. It first examines in detail two important examples (gambling processes and random walks) before presenting the general theory itself in the subsequent chapters. It also provides an introduction to discrete-time martingales and their relation to ruin probabilities and mean exit times, together with a chapter on spatial Poisson processes. The concepts presented are illustrated by examples, 138 exercises and 9 problems with their solutions.
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Acerca del autor
The author is an associate professor from the Nanyang Technological University (NTU) and is well-established in the field of stochastic processes and a highly respected probabilist. He has authored the book, Stochastic Analysis in Discrete and Continuous Settings: With Normal Martingales, Lecture Notes in Mathematics, Springer, 2009 and was a co-editor for the book, Stochastic Analysis with Financial Applications, Progress in Probability, Vol. 65, Springer Basel, 2011. Aside from these two Springer titles, he has authored several others. He is currently teaching the course M27004-Probability Theory and Stochastic Processes at NTU. The manuscript has been developed over the years from his courses on Stochastic Processes.
De la contraportada
This book provides an undergraduate-level introduction to discrete and continuous-time Markov chains and their applications, with a particular focus on the first step analysis technique and its applications to average hitting times and ruin probabilities. It also discusses classical topics such as recurrence and transience, stationary and limiting distributions, as well as branching processes. It first examines in detail two important examples (gambling processes and random walks) before presenting the general theory itself in the subsequent chapters. It also provides an introduction to discrete-time martingales and their relation to ruin probabilities and mean exit times, together with a chapter on spatial Poisson processes. The concepts presented are illustrated by examples, 138 exercises and 9 problems with their solutions.
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Understanding Markov Chains-Examples and Applications
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Understanding Markov Chains-Examples and Applications
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Understanding Markov Chains
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Condición: New. pp. 392. Nº de ref. del artículo: 370278665
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Understanding Markov Chains
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Understanding Markov Chains: Examples and Applications (Springer Undergraduate Mathematics Series)
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Understanding Markov Chains
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Condición: New. pp. 392. Nº de ref. del artículo: 18375766748
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Understanding Markov Chains
Publicado por
Springer Nature Singapore Aug 2018, 2018
ISBN 10: 9811306583
ISBN 13: 9789811306587
Nuevo
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Librería: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Alemania
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Taschenbuch. Condición: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book provides an undergraduate-level introduction to discrete and continuous-time Markov chains and their applications, with a particular focus on the first step analysis technique and its applications to average hittingtimes and ruin probabilities. It also discusses classical topics such as recurrence and transience,stationary and limiting distributions, as well as branching processes. It first examines in detail two important examples (gambling processes and random walks) before presenting the general theory itself in the subsequent chapters. It also provides an introduction to discrete-time martingalesand their relation to ruin probabilities and mean exit times, together with a chapter on spatial Poisson processes. The conceptspresented are illustrated by examples, 138 exercises and 9 problemswith their solutions. 392 pp. Englisch. Nº de ref. del artículo: 9789811306587
Cantidad disponible: 2 disponibles
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Understanding Markov Chains: Examples and Applications (Springer Undergraduate Mathematics Series)
Librería: California Books, Miami, FL, Estados Unidos de America
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Condición: New. Nº de ref. del artículo: I-9789811306587
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Understanding Markov Chains: Examples and Applications (Paperback or Softback)
Publicado por
Springer 8/31/2018, 2018
ISBN 10: 9811306583
ISBN 13: 9789811306587
Nuevo
Paperback or Softback
Librería: BargainBookStores, Grand Rapids, MI, Estados Unidos de America
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Paperback or Softback. Condición: New. Understanding Markov Chains: Examples and Applications 1.21. Book. Nº de ref. del artículo: BBS-9789811306587
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Understanding Markov Chains
Publicado por
Springer Nature Singapore, 2018
ISBN 10: 9811306583
ISBN 13: 9789811306587
Nuevo
Tapa blanda
Librería: moluna, Greven, Alemania
Calificación del vendedor: 5 de 5 estrellas
Condición: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Easily accessible to both mathematics and non-mathematics majors who are taking an introductory course on Stochastic ProcessesFilled with numerous exercises to test students understanding of key conceptsA gentle introduction to h. Nº de ref. del artículo: 220546779
Cantidad disponible: Más de 20 disponibles