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Structured Dependence between Stochastic Processes.

Structured Dependence between Stochastic Processes.

・ISBN 978-1-107-15425-4 hard GB£ 120.00

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電子版あり 大学・学術機関向け電子ブック(eBook)ISBN 978-1-316-65053-0

著者・編者Bielecki, Tomasz R. / Jakubowski, Jacek / Niew?glowski, Mariusz,
シリーズEncyclopedia of Mathematics and its Applications
出版社(Cambridge University Press, UK)
出版年月2020
ページ数278 pp.
言語ENG
ニュース番号<M25-8911>

解説

The relatively young theory of structured dependence between stochastic processes has many real-life applications in areas including finance, insurance, seismology, neuroscience, and genetics. With this monograph, the first to be devoted to the modeling of structured dependence between random processes, the authors not only meet the demand for a solid theoretical account but also develop a stochastic processes counterpart of the classical copula theory that exists for finite-dimensional random variables. Presenting both the technical aspects and the applications of the theory, this is a valuable reference for researchers and practitioners in the field, as well as for graduate students in pure and applied mathematics programs. Numerous theoretical examples are included, alongside examples of both current and potential applications, aimed at helping those who need to model structured dependence between dynamic random phenomena.