Point Process Calculus in Time and Space:An Introduction with Applications(Probability Theory and Stochastic Modelling)

时间与空间中的点过程演算:应用导论

数学史

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作      者
出  版 社
出版时间
2020年12月06日
装      帧
精装
ISBN
9783030627522
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页      码
556
语      种
英文
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库存 30 本
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图书简介
This book provides an introduction to the theory and applications of point processes, both in time and in space. Presenting the two components of point process calculus, the martingale calculus and the Palm calculus, it aims to develop the computational skills needed for the study of stochastic models involving point processes, providing enough of the general theory for the reader to reach a technical level sufficient for most applications.Classical and not-so-classical models are examinedin detail, including Poisson–Cox, renewal, cluster and branching (Kerstan–Hawkes) point processes.The applications coveredin this text (queueing, information theory, stochastic geometry and signal analysis) have been chosen not only for their intrinsic interest but also because they illustrate the theory.Written in a rigorous but not overly abstract style, the book will be accessible to earnest beginners with a basic training in probability but will also interest upper graduate students and experienced researchers.
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