A note on the higher moments of the Euler characteristic of the excursion sets of random fields
Ali Reza Taheriyoun,
Khalil Shafie and
Mohammad Jafari Jozani
Statistics & Probability Letters, 2009, vol. 79, issue 8, 1074-1082
Abstract:
In this paper, a useful and suitable form of the second moment of the Euler characteristic (EC) of excursion sets of a random field with respect to a special threshold is presented, which can be used in numerical evaluations of the variance of EC. We also present an extension to the higher moments of EC. Finally, a new method of simulating is presented and the results are compared with the three older well known methods of simulation based on the moment estimation and monte carlo idea.
Date: 2009
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