The geometry of time-varying cross-correlation random fields

DOI10.1016/j.csda.2009.02.019zbMath1454.62017OpenAlexW2028785013MaRDI QIDQ961782

M. Vega-Hernandez, F. Carbonell, N. J. Trujillo-Barreto, Keith J. Worsley

Publication date: 1 April 2010

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.csda.2009.02.019

Mathematics Subject Classification ID

Random fields (60G60) Computational methods for problems pertaining to statistics (62-08) Random fields; image analysis (62M40)

Cites Work

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• Level crossings for random fields
• The detection of local shape changes via the geometry of Hotelling's \(T^2\) fields
• The geometry of correlation fields with an application to functional connectivity of the brain
• Estimating the number of peaks in a random field using the Hadwiger characteristic of excursion sets, with applications to medical images
• Random fields of multivariate test statistics, with applications to shape analysis
• Upcrossings of Random Fields
• Local Maxima and the Expected Euler Characteristic of Excursion Sets of χ ², F and t Fields
• Boundary corrections for the expected Euler characteristic of excursion sets of random fields, with an application to astrophysics

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