Frequency polygons for random fields (density estimation for random fields)
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| Author: | |
|---|---|
| Format: | artículo original |
| Status: | Versión publicada |
| Publication Date: | 2007 |
| Description: | 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. |
| Country: | Portal de Revistas UCR |
| Institution: | Universidad de Costa Rica |
| Repositorio: | Portal de Revistas UCR |
| Language: | Español |
| OAI Identifier: | oai:portal.ucr.ac.cr:article/39304 |
| Online Access: | https://revistas.ucr.ac.cr/index.php/matematica/article/view/39304 |
| Access Level: | acceso abierto |
| Keyword: | random field frequency polygons bandwidth campos aleatorios polígono de frecuencia ancho de banda |