Cubature scheme for spatio-temporal Poisson point processes estimation
Methodology
2024-03-19 v1 Computation
Abstract
This work presents the cubature scheme for the fitting of spatio-temporal Poisson point processes. The methodology is implemented in the R Core Team (2024) package stopp (D'Angelo and Adelfio, 2023), published on the Comprehensive R Archive Network (CRAN) and available from https://CRAN.R-project.org/package=stopp. Since the number of dummy points should be sufficient for an accurate estimate of the likelihood, numerical experiments are currently under development to give guidelines on this aspect.
Cite
@article{arxiv.2403.10878,
title = {Cubature scheme for spatio-temporal Poisson point processes estimation},
author = {Nicoletta D'Angelo and Giada Adelfio},
journal= {arXiv preprint arXiv:2403.10878},
year = {2024}
}
Comments
arXiv admin note: text overlap with arXiv:2302.13684, arXiv:2209.07153