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Spatio-temporal hybrid Strauss hardcore point process and application

Abstract : We propose a new point process model that combines, in the spatiotemporal 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, biological.. . applications. The inference and simulation of the model are implemented using the logistic likelihood approach and the birth-death Metropolis-Hastings algorithm. Finally, we apply our model to forest fire occurrences in Spain.
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https://hal-univ-avignon.archives-ouvertes.fr/hal-03193464
Contributor : Morteza Raeisi Connect in order to contact the contributor
Submitted on : Sunday, July 11, 2021 - 4:15:21 PM
Last modification on : Tuesday, July 13, 2021 - 3:40:23 AM

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  • HAL Id : hal-03193464, version 2

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Morteza Raeisi, Florent Bonneu, Edith Gabriel. Spatio-temporal hybrid Strauss hardcore point process and application. 2021. ⟨hal-03193464v2⟩

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