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On the Capacity Functional of Excursion Sets of Gaussian Random Fields on R²

Author

Listed:
  • Marie Kratz

    (ESSEC Business School, MAP5 - UMR 8145 - Mathématiques Appliquées Paris 5 - UPD5 - Université Paris Descartes - Paris 5 - INSMI-CNRS - Institut National des Sciences Mathématiques et de leurs Interactions - CNRS Mathématiques - CNRS - Centre National de la Recherche Scientifique)

  • Werner Nagel

    (IENA - Institut fur Stochastik Ernst Friedrich-Schiller-Universitat Jena - Friedrich-Schiller-Universität = Friedrich Schiller University Jena [Jena, Germany])

Abstract

When a random field (Xt; t 2 R2) is thresholded on a given level u, the excursion set is given by its indicator 1[u;1)(Xt). The purpose of this work is to study functionals (as established in stochastic geometry) of these random excursion sets, as e.g. the capacity functional as well as the second moment measure of the boundary length. It extends results obtained for the one-dimensional case to the two-dimensional case, with tools borrowed from crossings theory, in particular Rice methods, and from integral and stochastic geometry.

Suggested Citation

  • Marie Kratz & Werner Nagel, 2014. "On the Capacity Functional of Excursion Sets of Gaussian Random Fields on R²," Working Papers hal-01085072, HAL.
  • Handle: RePEc:hal:wpaper:hal-01085072
    Note: View the original document on HAL open archive server: https://essec.hal.science/hal-01085072
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