Stochastic processes harmonizable theory /
Rao, M. M. 1929-
Stochastic processes harmonizable theory / [electronic resource] : by M.M. Rao. - Singapore : World Scientific, 2020. - 1 online resource (xii, 328 p.) - Series on multivariate analysis ; v. 12 .
Includes bibliographical references and index.
Harmonizability and stochastic analysis -- Harmonic approaches for integrable processes -- Applications and extensions of harmonizable processes -- Isotropic harmonizable fields and applications -- Harmonizable fields on groups and hypergroups -- Some extensions of harmonizable random fields.
"The book presents, for the first time, a detailed analysis of harmonizable processes and fields (in the weak sense) that contain the corresponding stationary theory as a subclass. It also gives the structural and some key applications in detail. These include Levy's Brownian motion, a probabilistic proof of the longstanding Riemann's hypothesis, random fields indexed by LCA and hypergroups, extensions to bistochastic operators, Cramér-Karhunen classes, as well as bistochastic operators with some statistical applications. The material is accessible to graduate students in probability and statistics as well as to engineers in theoretical applications. There are numerous extensions and applications pointed out in the book that will inspire readers to delve deeper"--Publisher's website.
9789811213663
Stochastic processes.
Electronic books.
519.23
Stochastic processes harmonizable theory / [electronic resource] : by M.M. Rao. - Singapore : World Scientific, 2020. - 1 online resource (xii, 328 p.) - Series on multivariate analysis ; v. 12 .
Includes bibliographical references and index.
Harmonizability and stochastic analysis -- Harmonic approaches for integrable processes -- Applications and extensions of harmonizable processes -- Isotropic harmonizable fields and applications -- Harmonizable fields on groups and hypergroups -- Some extensions of harmonizable random fields.
"The book presents, for the first time, a detailed analysis of harmonizable processes and fields (in the weak sense) that contain the corresponding stationary theory as a subclass. It also gives the structural and some key applications in detail. These include Levy's Brownian motion, a probabilistic proof of the longstanding Riemann's hypothesis, random fields indexed by LCA and hypergroups, extensions to bistochastic operators, Cramér-Karhunen classes, as well as bistochastic operators with some statistical applications. The material is accessible to graduate students in probability and statistics as well as to engineers in theoretical applications. There are numerous extensions and applications pointed out in the book that will inspire readers to delve deeper"--Publisher's website.
9789811213663
Stochastic processes.
Electronic books.
519.23