3 papers
stat.ME2020
A spatial functional count model for heterogeneity analysis in time
Torres-Signes, M. P. Frías, J. Mateu +1
A spatial curve dynamical model framework is adopted for functional prediction of counts in a spatiotemporal log-Gaussian Cox process model. Our spatial functional estimation appro…
stat.ML2020
COVID-19 mortality analysis from soft-data multivariate curve regression and machine learning
A. Torres-Signes, M. P. Frías, M. D. Ruiz-Medina
A multiple objective space-time forecasting approach is presented involving cyclical curve log-regression, and multivariate time series spatial residual correlation analysis. Speci…
stat.ME2018
Spatial Cox processes in an infinite-dimensional framework
M. P. Frías, A. Torres-Signes, M. D. Ruiz-Medina +1
We introduce a new class of spatial Cox processes driven by a Hilbert--valued random log--intensity. We adopt a parametric framework in the spectral domain, to estimate its spatial…