A combined adaptive-mixtures/plug-in estimator of multivariate probability densities

A multivariate extension of the plug-in kernel (and filtered kernel) estimator is proposed and this uses asymptotically optimal bandwidth matrix (matrices) for a normal mixture approximation of a density to be estimated (the filtered kernel estimator uses different matrices for different clusters of...

Celý popis

Podrobná bibliografia

Vydané v:	Computational statistics & data analysis Ročník 26; číslo 2; s. 199 - 218
Hlavní autori:	Ćwik, J, Koronacki, J
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier B.V 04.12.1997 Elsevier
Edícia:	Computational Statistics & Data Analysis
Predmet:	Gaussian clustering algorithm Nonparametric density estimation Plug-in kernel estimation Recursive EM algorithm Gaussian clustering algorithm Plug-in kernel estimation Nonparametric density estimation Recursive EM algorithm
ISSN:	0167-9473, 1872-7352
On-line prístup:	Získať plný text
Tagy:	Pridať tag Žiadne tagy, Buďte prvý, kto otaguje tento záznam!