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Sparse Sampling and Maximum Likelihood Estimation for Boolean Models |
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| Authors: | G Ayala J R Ferrandiz F Montes |
| Abstract: | A condition for practical independence of contact distribution functions in Boolean models is obtained. This result allows the authors to use maximum likelihcod methods, via sparse sampling, for estimating unknown parameters of an isotropic Boolean model. The second part of this paper is devoted to a simulation study of the proposed method. AMS classification: 60D05 |
| Keywords: | Boolean models Maximum likelihood estimation Sparse sampling |