论文标题

关于时空和时空多结构点过程模型

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

论文作者

Raeisi, Morteza, Bonneu, Florent, Gabriel, Edith

论文摘要

空间和时空的单结构点过程模型广泛用于流行病学,生物学,生态学,地震学...。但是,大多数自然现象呈现出多种相互作用的结构或在空间和/或时间的多个尺度上表现出依赖性,从而定义了新的时空和时空多结构点过程模型。在本文中,我们研究并回顾了主要基于Gibb和Cox过程的多结构点过程模型。

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.

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