کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
1153176 | 958321 | 2013 | 9 صفحه PDF | دانلود رایگان |
![عکس صفحه اول مقاله: On the linear combination of the Gaussian and student’s tt random field and the integral geometry of its excursion sets On the linear combination of the Gaussian and student’s tt random field and the integral geometry of its excursion sets](/preview/png/1153176.png)
In this paper, a random field, denoted by GTβν, is defined from the linear combination of two independent random fields, one is a Gaussian random field and the second is a student’s tt random field with νν degrees of freedom scaled by ββ. The goal is to give the analytical expressions of the expected Euler–Poincaré characteristic of the GTβν excursion sets on a compact subset SS of R2R2. The motivation comes from the need to model the topography of 3D rough surfaces represented by a 3D map of correlated and randomly distributed heights with respect to a GTβν random field. The analytical and empirical Euler–Poincaré characteristics are compared in order to test the GTβν model on the real surface.
► Introducing the linear combination of Gaussian and student’s tt random fields.
► Computing analytically the expected Euler characteristic intensities on R2R2.
► Testing the random field on a real 3D rough surface.
Journal: Statistics & Probability Letters - Volume 83, Issue 2, February 2013, Pages 559–567