Daugiamačio pasiskirstymo tankio neparametrinis įvertinimas naudojant stebėjimų klasterizavimą / The nonparametric estimation of multivariate distribution density applying clustering procedures

Description

The paper is devoted to statistical nonparametric estimation of multivariate distribution density. The influence of data pre-clustering on the estimation accuracy of multimodal density is analysed by means of the Monte-Carlo method.

Links & Downloads

1. LT-eLABa-0001:E.02~2007~D_20070314_094140-20878
2. VGTU-LABT20070314-094140-20878
3. http://vddb.library.lt/fedora/get/LT-eLABa-0001:E.02~2007~D_20070314_094140-20878/DS.005.0.01.ETD

Tags

Mathematics

Daugiamatis pasiskirstymo tankis

Neparametrinis vertinimas

Multivariate distribution density

Non-parametric estimation

Duomenų klasterizavimas

Data clustering

Additional Fields

Identifer	oai:union.ndltd.org:LABT_ETD/oai:elaba.lt:LT-eLABa-0001:E.02~2007~D_20070314_094140-20878
Date	14 March 2007
Creators	Ruzgas, Tomas
Contributors	Dučinskas, Kęstutis, Rimas, Jonas, Paulauskas, Vygantas, Rudzkis, Rimantas, Radavičius, Marijus, Kubilius, Kęstutis, Bloznelis, Mindaugas, Saulis, Leonas, Vilnius Gediminas Technical University
Publisher	Lithuanian Academic Libraries Network (LABT), Vilnius Gediminas Technical University
Source Sets	Lithuanian ETD submission system
Language	Lithuanian
Detected Language	English
Type	Doctoral thesis
Format	application/pdf
Source	http://vddb.library.lt/obj/LT-eLABa-0001:E.02~2007~D_20070314_094140-20878
Rights	Unrestricted