Compound Renewal Processes by A A Borovkov

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Summary

This monograph gives the first unified presentation of the asymptotic theory of compound renewal processes and generalizes many well-known limit theorems concerning random walks. It is written for researchers and graduate students in probability and for those who work with applications of this ubiquitous class of mathematical models.

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Compound Renewal Processes by A A Borovkov

Compound renewal processes (CRPs) are among the most ubiquitous models arising in applications of probability. At the same time, they are a natural generalization of random walks, the most well-studied classical objects in probability theory. This monograph, written for researchers and graduate students, presents the general asymptotic theory and generalizes many well-known results concerning random walks. The book contains the key limit theorems for CRPs, functional limit theorems, integro-local limit theorems, large and moderately large deviation principles for CRPs in the state space and in the space of trajectories, including large deviation principles in boundary crossing problems for CRPs, with an explicit form of the rate functionals, and an extension of the invariance principle for CRPs to the domain of moderately large and small deviations. Applications establish the key limit laws for Markov additive processes, including limit theorems in the domains of normal and large deviations.
A. A. Borovkov has authored and co-authored about 300 peer-reviewed research papers, seven influential research monographs, and two university textbooks. He received the 1979 USSR State Prize, the Russian Academy of Sciences A. A. Markov Prize (2003), and the A. N. Kolmogorov Prize (2015) for his research in the area of probability theory.
SKU Unavailable
ISBN 13 9781009098441
ISBN 10 1009098446
Title Compound Renewal Processes
Author A A Borovkov
Series Encyclopedia Of Mathematics And Its Applications
Condition Unavailable
Binding Type Hardback
Publisher Cambridge University Press
Year published 2022-06-30
Number of pages 379
Cover note Book picture is for illustrative purposes only, actual binding, cover or edition may vary.