Probability and Stochastic Modeling - Softcover

Rotar, Vladimir I.

 
9780367380946: Probability and Stochastic Modeling
Softcover
ISBN 10: 0367380943 ISBN 13: 9780367380946
Verlag: Routledge, 2019

Inhaltsangabe

A First Course in Probability with an Emphasis on Stochastic Modeling
Probability and Stochastic Modeling not only covers all the topics found in a traditional introductory probability course, but also emphasizes stochastic modeling, including Markov chains, birth-death processes, and reliability models. Unlike most undergraduate-level probability texts, the book also focuses on increasingly important areas, such as martingales, classification of dependency structures, and risk evaluation. Numerous examples, exercises, and models using real-world data demonstrate the practical possibilities and restrictions of different approaches and help students grasp general concepts and theoretical results.





The text is suitable for majors in mathematics and statistics as well as majors in computer science, economics, finance, and physics. The author offers two explicit options to teaching the material, which is reflected in "routes" designated by special "roadside" markers. The first route contains basic, self-contained material for a one-semester course. The second provides a more complete exposition for a two-semester course or self-study.

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Über die Autorin bzw. den Autor

Vladimir I. Rotar is a professor in the Department of Mathematics and Statistics at San Diego State University. Dr. Rotar has authored four books and more than 100 scientific papers on probability theory and its applications in leading mathematical journals.

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Verlag
Routledge
Erscheinungsdatum
2019
Sprache
Englisch
ISBN 10 
0367380943
ISBN 13 
9780367380946
Einband
Taschenbuch
Anzahl der Seiten
508
Kontakt zum Hersteller
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Verantwortliche Person
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