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- W2098403508 abstract "ABSTRACT We consider spatial point processes with a pair correlation function, which depends only on the lag vector between a pair of points. Our interest is in statistical models with a special kind of ‘structured’ anisotropy: the pair correlation function is geometric anisotropic if it is elliptical but not spherical. In particular, we study Cox process models with an elliptical pair correlation function, including shot noise Cox processes and log Gaussian Cox processes, and we develop estimation procedures using summary statistics and Bayesian methods. Our methodology is illustrated on real and synthetic datasets of spatial point patterns." @default.
- W2098403508 created "2016-06-24" @default.
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- W2098403508 date "2014-01-02" @default.
- W2098403508 modified "2023-10-18" @default.
- W2098403508 title "Geometric Anisotropic Spatial Point Pattern Analysis and Cox Processes" @default.
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- W2098403508 doi "https://doi.org/10.1111/sjos.12041" @default.
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