2023/08/13 by Morteza Raeisi, Raeisi, Morteza, Florent Bonneu +3
Biochemistry, Genetics and Molecular Biology · Earth and Planetary Sciences · Mathematics · #Aeolian processes and effects #Applications (stat.AP) #Diffusion and Search Dynamics #FOS: Computer and information sciences #Point processes and geometric inequalities
paper · pdf · doi:10.48550/arxiv.2308.06726
openalex publication_date 2023/08/13 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/28
We propose a new point process model that combines, in the spatio-temporal setting, both multi-scaling by hybridization and hardcore distances. Our so-called hybrid Strauss hardcore point process model allows different types of interaction, at different spatial and/or temporal scales, that might be of interest in environmental and biological applications. The inference and simulation of the model are implemented using the logistic likelihood approach and the birth-death Metropolis-Hastings algorithm. Our model is illustrated and compared to others on two datasets of forest fire occurrences respectively in France and Spain.