SPARSE SAMPLING AND MAXIMUM-LIKELIHOOD-ESTIMATION FOR BOOLEAN MODELS

被引:3
|
作者
AYALA, G [1 ]
FERRANDIZ, JR [1 ]
MONTES, F [1 ]
机构
[1] UNIV VALENCIA,DEPT ESTADIST & IO,E-46100 BURJASSOT,SPAIN
关键词
BOOLEAN MODELS; MAXIMUM LIKELIHOOD ESTIMATION; SPARSE SAMPLING;
D O I
10.1002/bimj.4710330215
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
A condition for practical independence of contact distribution functions in Boolean models is obtained. This result allows the authors to use maximum likelihood 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.
引用
收藏
页码:237 / 245
页数:9
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