Investigating new, signature-based, spatial autoregressive models for functional covariates
Methodology
2025-12-01 v1
Abstract
We developed two new alternatives to signature-based, spatial autoregressive models. In a simulation study, we found that the new models performed at least as well as existing approaches but presented shorter computation times. We then used the new models to analyze the premature mortality rate and the mortality rate for people aged 65 and over.
Cite
@article{arxiv.2511.22414,
title = {Investigating new, signature-based, spatial autoregressive models for functional covariates},
author = {Camille Frévent},
journal= {arXiv preprint arXiv:2511.22414},
year = {2025}
}