Frequency polygons for random fields (density estimation for random fields)

 

में बचाया:
ग्रंथसूची विवरण
लेखक: Carbon, Michel
स्वरूप: artículo original
स्थिति:Versión publicada
प्रकाशन तिथि:2007
विवरण:The purpose of this paper is to investigate the frequency polygon as a density estimator for stationary random fields indexed by multidimensional lattice points space. Optimal bin widths which asymptotically minimize integrated errors (IMSE) are derived. Under weak conditions, frequency polygons achieve the same rate of convergence to zero of the IMSE as kernel estimators. They can also attain the optimal uniform rate of convergence under general conditions. Frequency polygons thus appear to be very good density estimators with respect to both criteria of IMSE and uniform convergence.
देश:Portal de Revistas UCR
संस्थान:Universidad de Costa Rica
Repositorio:Portal de Revistas UCR
भाषा:Español
OAI Identifier:oai:portal.ucr.ac.cr:article/39304
ऑनलाइन पहुंच:https://revistas.ucr.ac.cr/index.php/matematica/article/view/39304
संकेत शब्द:random field
frequency polygons
bandwidth
campos aleatorios
polígono de frecuencia
ancho de banda