Regularization techniques for inhomogeneous (spatial) point processes intensity and conditional intensity estimation******

Point processes are stochastic models generating interacting points or events in time and/or space. Among characteristics of these models, first-order intensity and conditional intensity functions are often considered. We focus on inhomogeneous parametric forms of these functions assumed to depend o...

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Bibliographic Details
Main Authors: Coeurjolly Jean-Francois, Ba Ismaïla, Choiruddin Achmad
Format: Article
Language:English
Published: EDP Sciences 2025-01-01
Series:ESAIM: Proceedings and Surveys
Online Access:https://www.esaim-proc.org/articles/proc/pdf/2025/03/proc20258001.pdf
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