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Spatio-temporal hybrid Strauss hardcore point process and application

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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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Dates and versions

hal-03193464 , version 1 (08-04-2021)
hal-03193464 , version 2 (11-07-2021)

Identifiers

  • HAL Id : hal-03193464 , version 2

Cite

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