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Stochastic processes [electronic resource] : harmonizable theory / by M.M. Rao.

By: Material type: Computer fileComputer fileSeries: Publication details: Singapore : World Scientific, 2020.Description: 1 online resource (xii, 328 p.)ISBN:
  • 9789811213663
Subject(s): Genre/Form: DDC classification:
  • 519.23 23
Online resources:
Contents:
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.
Summary: "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.
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Holdings
Item type Home library Call number Status Date due Barcode Item holds
e-Book e-Book S. R. Ranganathan Learning Hub Online 519.23 (Browse shelf(Opens below)) Available EB0794
Total holds: 0

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.

Includes bibliographical references and index.

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