3 papers
math.ST2024
On consistent estimation of dimension values
Alejandro Cholaquidis, Antonio Cuevas, Beatriz Pateiro-López
The problem of estimating, from a random sample of points, the dimension of a compact subset of the Euclidean space is considered. The emphasis is put on consistency results in…
math.ST2024
On uniqueness of the set of k-means
Javier Cárcamo, Antonio Cuevas, Luis A. Rodríguez
We provide necessary and sufficient conditions for the uniqueness of the k-means set of a probability distribution. This uniqueness problem is related to the choice of k: depending…
stat.ME2023
A Bayesian approach to functional regression: theory and computation
José R. Berrendero, Antonio Coín, Antonio Cuevas
We propose a novel Bayesian methodology for inference in functional linear and logistic regression models based on the theory of reproducing kernel Hilbert spaces (RKHS's). We intr…