Stochastic Processes

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Stochastic Processes

By Robert G. Gallager

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This definitive textbook provides a solid introduction to discrete and continuous stochastic processes, tackling a complex field in a way that instils a deep understanding of the relevant mathematical principles, and develops an intuitive grasp of the way these principles can be applied to modelling real-world systems. It includes a careful review of elementary probability and detailed coverage of Poisson, Gaussian and Markov processes with richly varied queuing applications. The theory and applications of inference, hypothesis testing, estimation, random walks, large deviations, martingales and investments are developed. Written by one of the world's leading information theorists, evolving over twenty years of graduate classroom teaching and enriched by over 300 exercises, this is an exceptional resource for anyone looking to develop their understanding of stochastic processes.

Subject: Trades & Technology -> Technology & Engineering -> Signals & Signal Processing

Stochastic Processes
Theory for Applications
1st edition
Publisher: Cambridge University Press 12/12/13
Imprint: Cambridge University Press
Language: English

ISBN 10: 1107425107
ISBN 13: 9781107425101
Print ISBN: 9781107039759

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