The Geometry of Random Fields (In Applied Mathematics)

Adler, Robert J.

ISBN 10: 0898716934 / ISBN 13: 9780898716931

Published by Society for Industrial and Applied Mathematics, 2009

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Bibliographic Details

• Title: The Geometry of Random Fields (In Applied Mathematics)
• Publisher: Society for Industrial and Applied Mathematics
• Publication Date: 2009
• Language: English
• ISBN 10: 0898716934
• ISBN 13: 9780898716931
• Binding: Paperback
• Condition: New
• Book Type: book

About this title

Synopsis

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.

About the Author

Robert Adler holds the Louis and Samuel Seiden Academic Chair at the Technion - Israel Institute of Technology in Haifa where he has a joint appointment between the Faculty of Industrial Engineering and Management and the Faculty of Electrical Engineering. He holds degrees from Sydney University (BSc), the Australian National University (MSc) and the University of New South Wales (PhD).