HAL will be down for maintenance from Friday, June 10 at 4pm through Monday, June 13 at 9am. More information
Skip to Main content Skip to Navigation
Preprints, Working Papers, ...

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.
Document type :
Preprints, Working Papers, ...
Complete list of metadata

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, February 22, 2022 - 11:36:04 AM

File

Spatio_temporal_hybrid_Strauss...
Files produced by the author(s)

Identifiers

  • HAL Id : hal-03193464, version 2

Collections

Citation

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

Share

Metrics

Record views

64

Files downloads

27