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Invariant Random Fields on Spaces with a Group Action
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Catalogue Information
Field name
Details
Dewey Class
519.2
Title
Invariant Random Fields on Spaces with a Group Action ([Ebook]) / by Anatoliy Malyarenko.
Author
Malyarenko, Anatoliy
Other name(s)
SpringerLink (Online service)
Publication
Berlin, Heidelberg : Springer
, 2013.
Physical Details
XVII, 261 pages : online resource.
Series
Probability and Its Applications
1431-7028
ISBN
9783642334061
Summary Note
The author describes the current state of the art in the theory of invariant random fields. This theory is based on several different areas of mathematics, including probability theory, differential geometry, harmonic analysis, and special functions. The present volume unifies many results scattered throughout the mathematical, physical, and engineering literature, as well as it' introduces new results from this area first proved by the author. The book also presents many practical applications, in particular in such highly interesting areas as approximation theory, cosmology and earthquake engineering. It is intended for researchers and specialists working in the fields of stochastic processes, statistics, functional analysis, astronomy, and engineering.:
Contents note
1.Introduction -- 2.Spectral Expansions -- 3.L2 Theory of Invariant Random Fields -- 4.Sample Path Properties of Gaussian Invariant Random Fields -- 5.Applications -- A.Mathematical Background -- References -- Index.
System details note
Online access to this digital book is restricted to subscription institutions through IP address (only for SISSA internal users).
Internet Site
http://dx.doi.org/10.1007/978-3-642-33406-1
Links to Related Works
Subject References:
Cosmology
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Distribution (Probability theory)
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Mathematical Applications in the Physical Sciences
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Mathematics
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Probability theory and stochastic processes
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See Also:
Cosmology - Congresses
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Authors:
Malyarenko, Anatoliy
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Corporate Authors:
SpringerLink (Online service)
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Series:
Probability and Its Applications
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Classification:
519.2
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519.2 (DDC 23)
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