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10/11/2021
Pairwise interaction function estimation of Gibbs point processes using basis expansion
The class of Gibbs point processes (GPP) is a large class of spatial poi...
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01/13/2021
The ℱ-family of covariance functions: A Matérn analogue for modeling random fields on spheres
The Matérn family of isotropic covariance functions has been central to ...
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12/17/2020
Fast estimation of a convolution type model for the intensity of spatial point processes
Estimating the first-order intensity function in point pattern analysis ...
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07/03/2020
Karhunen-Loève Expansions for Axially Symmetric Gaussian Processes: Modeling Strategies and L^2 Approximations
Axially symmetric processes on spheres, for which the second-order depen...
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05/04/2019
Regularized estimation for highly multivariate log Gaussian Cox processes
Statistical inference for highly multivariate point pattern data is chal...
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01/15/2019
Second-order variational equations for spatial point processes with a view to pair correlation function estimation
Second-order variational type equations for spatial point processes are ...
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12/21/2018
Structured space-sphere point processes and K-functions
This paper concerns space-sphere point processes, that is, point process...
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03/08/2018