42 citations · 88 across the 34 of their papers we have counts for
5 papers · 1 filter
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…
Dynamical multiple regression in function spaces, under kernel regressors, with ARH(1) errors
M. D. Ruiz-Medina, D. Miranda, R. M. Espejo
A linear multiple regression model in function spaces is formulated, under temporal correlated errors. This formulation involves kernel regressors. A generalized least-squared regr…
Strongly consistent autoregressive predictors in abstract Banach spaces
M. D. Ruiz-Medina, J. Álvarez-Liébana
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…