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05/22/2023
Regularization techniques for inhomogeneous (spatial) point processes intensity and conditional intensity estimation
Point processes are stochastic models generating interacting points or e...
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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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01/11/2021
Adaptive lasso and Dantzig selector for spatial point processes intensity estimation
Lasso and Dantzig selector are standard procedures able to perform varia...
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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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11/16/2020
Robust correlation for aggregated data with spatial characteristics
The objective of this paper is to study the robustness of computation of...
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05/11/2020
Digit analysis for Covid-19 reported data
The coronavirus which appeared in December 2019 in Wuhan has spread out ...
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03/22/2020
High-dimensional inference for inhomogeneous Gibbs point processes
Gibbs point processes (GPPs) constitute a large and flexible class of sp...
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03/09/2020
Information criteria for inhomogeneous spatial point processes
The theoretical foundation for a number of model selection criteria is e...
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02/28/2020
Monte Carlo integration of non-differentiable functions on [0,1]^ι, ι=1,...,d, using a single determinantal point pattern defined on [0,1]^d
This paper concerns the use of a particular class of determinantal point...
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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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01/16/2019
The median of a jittered Poisson distribution
Let N_λ and U be two independent random variables respectively distribut...
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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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12/27/2017
Spatial point processes intensity estimation with a diverging number of covariates
Feature selection procedures for spatial point processes parametric inte...
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12/08/2017