Geometry of Random Fields

Robert J. Adler

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Originally published in 1981, The Geometry of Random Fields remains an important text for its coverage and exposition of the theory of both smooth and non-smooth random fields; closed form expressions for various geometric characteristics of the excursion sets of smooth, stationary, Gaussian random fields over N-dimensional rectangles; descriptions of the local behavior of random fields in the neighborhoods of high maxima; and a treatment of the Markov property for Gaussian fields. The Geometry of Random Fields is essential reading for researchers in probability and statistics, with no prior knowledge of geometry required. Since the book was originally published it has become a standard reference in areas of physical oceanography, cosmology, and neuroimaging. It is written at a level accessible to nonspecialists, including advanced undergraduates and early graduate students.

Produktfakta

Språk Engelsk Engelsk Innbinding Heftet
Utgitt 2010 Forfatter Robert J. Adler
Forlag
CAMBRIDGE UNIVERSITY PRESS
ISBN 9780898716931
Antall sider 184 Dimensjoner 17,4cm x 24,7cm x 1,9cm
Vekt 484 gram Leverandør Bertram Trading Ltd
Emner og form Geometry