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Understanding Markov Chains
- Examples and Applications
Engelsk
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Specifikationer
Sprog:
Engelsk
Sider:
364
ISBN-13:
9789819540563
Indbinding:
Paperback
ISBN-10:
9819540569
Kategori:
Udg. Dato:
7 feb 2026
Størrelse i cm:
23,5 x 15,5
Oplagsdato:
7 feb 2026
Forfatter(e):

Understanding Markov Chains

- Examples and Applications
Engelsk
Paperback 2026
Format:

Bog beskrivelse
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 the computation of 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 starts by examining in detail two important examples (gambling processes and random walks) before presenting the general theory 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, 150 exercises and 22 problems with their solutions. This book is a revised and expanded version of the previous edition, and includes additional exercises and problems with complete solutions. As in the previous book, all exercises and problems are solved in detail, with many graphs and explanatory figures.
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Specifikationer
Sprog:
Engelsk
Sider:
364
ISBN-13:
9789819540563
Indbinding:
Paperback
ISBN-10:
9819540569
Kategori:
Udg. Dato:
7 feb 2026
Størrelse i cm:
23,5 x 15,5
Oplagsdato:
7 feb 2026
Forfatter(e):
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