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Stochastic processes
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Stochastic processes
by
M. M. Rao
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First published: 1995
1 language
ISBN: 9789811213656
Description
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.
Subjects
Stochastic processes
Mathematical statistics
Random variables
Harmonic analysis
Functional analysis
Measure theory
Multivariate analysis
Mathematics
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