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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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03/30/2021
Quantifying effect of geological factor on distribution of earthquake occurrences by inhomogeneous Cox processes
Research on the earthquake occurrences using a statistical methodology b...
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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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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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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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12/27/2017