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    • Brief Description
      • [PDF] Stochastic Processes: Theory for Applications Free Download by Robert G. Gallager | Publisher : Cambridge University Press | Category : Science | Tags : Mathematical, Principles, Systems, Theory, Testing, Information | ISBN-10 : 1107039754 | ISBN-13 : 9781107039759
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      • Stochastic Processes: Theory for Applications by Robert G. Gallager, Publisher : Cambridge University Press
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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 mathematicalprinciples, 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.

        Table of Contents

        Chapter 1 Introduction and review of probability
        Chapter 2 Poisson processes
        Chapter 3 Gaussian random vectors and processes
        Chapter 4 Finite-state Markov chains
        Chapter 5 Renewal processes
        Chapter 6 Countable-state Markov chains
        Chapter 7 Markov processes with countable-state spaces
        Chapter 8 Detection, decisions, and hypothesis testing
        Chapter 9 Random walks, large deviations, and martingales
        Chapter 10 Estimation

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    • Book Details
      • Book Name : Stochastic Processes: Theory for Applications

        Edition : 1

        Author : Robert G. Gallager

        Publisher : Cambridge University Press

        Category : Science

        ISBN-10 : 1107039754

        ISBN-13 : 9781107039759

        ASIN : 1107039754

        Pages : 553

        Language : English

        Publish Date : January 31, 2014
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