Basics of Probability and Stochastic Processes - Hardcover

Bas, Esra

 
9783030323226: Basics of Probability and Stochastic Processes
Hardcover
ISBN 10: 3030323226 ISBN 13: 9783030323226
Verlag: Springer, 2019

Inhaltsangabe

This textbook explores probability and stochastic processes at a level that does not require any prior knowledge except basic calculus. It presents the fundamental concepts in a step-by-step manner, and offers remarks and warnings for deeper insights. The chapters include basic examples, which are revisited as the new concepts are introduced. To aid learning, figures and diagrams are used to help readers grasp the concepts, and the solutions to the exercises and problems. Further, a table format is also used where relevant for better comparison of the ideas and formulae. The first part of the book introduces readers to the essentials of probability, including combinatorial analysis, conditional probability, and discrete and continuous random variable. The second part then covers fundamental stochastic processes, including point, counting, renewal and regenerative processes, the Poisson process, Markov chains, queuing models and reliability theory. Primarily intended for undergraduate engineering students, it is also useful for graduate-level students wanting to refresh their knowledge of the basics of probability and stochastic processes.


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Über die Autorin bzw. den Autor

Esra Bas is professor of Industrial Engineering at Istanbul Technical University, Turkey.

Von der hinteren Coverseite

This textbook explores probability and stochastic processes at a level that does not require any prior knowledge except basic calculus. It presents the fundamental concepts in a step-by-step manner, and offers remarks and warnings for deeper insights. The chapters include basic examples, which are revisited as the new concepts are introduced. To aid learning, figures and diagrams are used to help readers grasp the concepts, and the solutions to the exercises and problems. Further, a table format is also used where relevant for better comparison of the ideas and formulae. The first part of the book introduces readers to the essentials of probability, including combinatorial analysis, conditional probability, and discrete and continuous random variable. The second part then covers fundamental stochastic processes, including point, counting, renewal and regenerative processes, the Poisson process, Markov chains, queuing models and reliability theory. Primarily intended for undergraduate engineering students, it is also useful for graduate-level students wanting to refresh their knowledge of the basics of probability and stochastic processes.


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Verlag
Springer
Erscheinungsdatum
2019
Sprache
Englisch
ISBN 10 
3030323226
ISBN 13 
9783030323226
Einband
Gebundene Ausgabe
Auflage
1
Anzahl der Seiten
316
Kontakt zum Hersteller
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Darmstadt
64293
Deutschland

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