42 citations · 43 across the 5 of their papers we have counts for
11 papers
Point pattern analysis and classification on compact two-point homogeneous spaces evolving time
M. P. Frías, A. Torres, M. D. Ruiz-Medina
This paper introduces a new modeling framework for the statistical analysis of point patterns on a manifold M_{d}, defined by a connected and compact two-point homogeneous space, i…
Bayesian surface regression versus spatial spectral nonparametric curve regression
M. D. Ruiz-Medina, D. Miranda
COVID-19 incidence is analyzed at the provinces of some Spanish Communities during the period February-October, 2020. Two infinite-dimensional regression approaches are tested. The…
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…
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…
A note on strong-consistency of componentwise ARH(1) predictors
M. D. Ruiz-Medina, J. Alvarez-Liebana
New results on strong-consistency, in the Hilbert-Schmidt and trace operator norms, are obtained, in the parameter estimation of an autoregressive Hilbertian process of order one (…
Strongly consistent autoregressive predictors in abstract Banach spaces
MD Ruiz-Medina, J. Alvarez-Liebana
This work derives new results on strong consistent estimation and prediction for autoregressive processes of order 1 in a separable Banach space B. The consistency results are obta…