An Introduction to Stochastic Modeling

Serving as the foundation for a one-semester course in stochastic processes for students familiar with elementary probability theory and calculus, "Introduction to Stochastic Modeling, 4/e", bridges the gap between basic probability and an intermediate level course in stochastic processes. The objec [...]
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Serving as the foundation for a one-semester course in stochastic processes for students familiar with elementary probability theory and calculus, "Introduction to Stochastic Modeling, 4/e", bridges the gap between basic probability and an intermediate level course in stochastic processes. The objectives of the text are to introduce students to the standard concepts and methods of stochastic modeling, to illustrate the rich diversity of applications of stochastic processes in the applied sciences, and to provide exercises in the application of simple stochastic analysis to realistic problems.The following are new to this edition: realistic applications from a variety of disciplines integrated throughout the text, including more biological applications; plentiful, completely updated problems; completely updated and reorganized end-of-chapter exercise sets, 250 exercises with answers; new chapters of stochastic differential equations and Brownian motion and related processes; additional sections on Martingale and Poisson process; chapters 1-9 of the new edition are identical to the previous edition; and, chapter 10 - Random Evolutions as well as chapter 11 - Characteristic functions and Their Applications are new.