Probability and Stochastic Modeling by Vladimir I Rotar

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Probability and Stochastic Modeling by Vladimir I Rotar

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Probability and Stochastic Modeling by Vladimir I Rotar

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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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.

SKU Unavailable
ISBN 13 9780367380946
ISBN 10 0367380943
Title Probability and Stochastic Modeling
Author Vladimir I Rotar
Condition Unavailable
Binding Type Paperback
Publisher Routledge
Year published 2019-09-23
Number of pages 508
Cover note Book picture is for illustrative purposes only, actual binding, cover or edition may vary.