English

On spatial and spatio-temporal multi-structure point process models

Methodology 2020-07-07 v2

Abstract

Spatial and spatio-temporal single-structure point process models are widely used in epidemiology, biology, ecology, seismology... . However, most natural phenomena present multiple interaction structure or exhibit dependence at multiple scales in space and/or time, leading to define new spatial and spatio-temporal multi-structure point process models. In this paper, we investigate and review such multi-structure point process models mainly based on Gibbs and Cox processes.

Keywords

Cite

@article{arxiv.2003.01962,
  title  = {On spatial and spatio-temporal multi-structure point process models},
  author = {Morteza Raeisi and Florent Bonneu and Edith Gabriel},
  journal= {arXiv preprint arXiv:2003.01962},
  year   = {2020}
}