INVESTIGADORES
BOENTE BOENTE Graciela Lina
artículos
Título:
Strong uniform convergence rates for some robust equivariant nonparametric regression estimates for mixing processes
Autor/es:
BOENTE, GRACIELA; FRAIMAN, RICARDO
Revista:
INTERNATIONAL STATISTICAL REVIEW
Editorial:
International Statistical Institute, Blackwell Publishing
Referencias:
Año: 1991 vol. 59 p. 355 - 372
ISSN:
0306-7734
Resumen:
In this paper we prove the strong uniform consistency of some robust equivariant nonparametric regression estimates, based on kernel weights and on nearest neighbor with kernel weights, for strongly and uniform strongly mixing processes. Strong uniform convergence rates for these estimates are obtained. Applications to robust nonparametric autoregression are given.