Autor/es de la URV: Rodríguez, Daniela Muñoz, Andrés Henry, Guillermo

Palabras clave: asymptotic results, density estimation, nonparametric, Riemannian manifolds

Resumen: In this paper, we consider kernel type estimator with variable bandwidth when the random variables belong in a Riemannian manifolds. We study asymptotic properties such as the consistency and the asymptotic distribution. A simulation study is also considered to evaluate the performance of the proposal. Finally, to illustrate the potential applications of the proposed estimator, we analyse two real examples where two different manifolds are considered.

Año de publicación de la revista: 2013

Tipo de publicación: info:eu-repo/semantics/publishedVersion info:eu-repo/semantics/article