IMAL 13325
INSTITUTO DE MATEMATICA APLICADA DEL LITORAL "DRA. ELEONOR HARBOURE"
Unidad Ejecutora - UE
artículos
Título:
Density estimation for spatial temporal models
Autor/es:
FORZANI, LILIANA; FRAIMAN, RICARDO; LLOP, PAMELA
Revista:
TEST
Editorial:
SPRINGER
Referencias:
Lugar: Berlin; Año: 2012 vol. 22 p. 321 - 342
ISSN:
1133-0686
Resumen:
In this paper a k-nearest neighbor type estimator of the marginal density function for a random eld which evolves with time is considered. Under dependence, the consistency and asymptotic distribution are studied for the stationary and nonstationary cases. In particular, a parametric rate of convergence T^1/2 is proven when the random eld is stationary. The performance of the estimator is shown by applying our procedure to a real data example.
