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Random Measures, Theory and Applications

Probability Theory and Stochastic Modelling 77

By (author) Olav Kallenberg
Format: Hardback
Publisher: Springer International Publishing AG, Cham, Switzerland
Published: 25th Apr 2017
Dimensions: w 156mm h 237mm d 44mm
Weight: 1215g
ISBN-10: 3319415964
ISBN-13: 9783319415963
Barcode No: 9783319415963
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Synopsis
Offering the first comprehensive treatment of the theory of random measures, this book has a very broad scope, ranging from basic properties of Poisson and related processes to the modern theories of convergence, stationarity, Palm measures, conditioning, and compensation. The three large final chapters focus on applications within the areas of stochastic geometry, excursion theory, and branching processes. Although this theory plays a fundamental role in most areas of modern probability, much of it, including the most basic material, has previously been available only in scores of journal articles. The book is primarily directed towards researchers and advanced graduate students in stochastic processes and related areas.

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"The theory of random measures is an important point of view of modern probability theory. This is an encyclopedic monograph and the first book to give a systematic treatment of the theory. ... the general theory presented in this book is therefore of great importance, far beyond the applications presented here. The book is bound to become the standard reference on the subject." (Frank Aurzada, Mathematical Reviews, June, 2018)

"This book deals with a different aspects of the theory of random measures. ... this is a useful book for a researcher in probability theory and mathematical statistics. It is very carefully written and collects results which are not easy to find in the literature or even forgotten." (Nikolai N. Leonenko, zbMATH 1376.60003, 2018)