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_20070315_091910-59296
2. VGTU-LABT20070315-091910-59296
3. http://vddb.library.lt/fedora/get/LT-eLABa-0001:E.02~2007~D_20070315_091910-59296/DS.005.1.01.ETD

Tags

Mathematics

Daugiamatis pasiskirstymo tankis

Multivariate distribution density

Neparametrinis vertinimas

Duomenų klasterizavimas

Data clustering

Non-parametric estimation

Additional Fields

Identifer	oai:union.ndltd.org:LABT_ETD/oai:elaba.lt:LT-eLABa-0001:E.02~2007~D_20070315_091910-59296
Date	15 March 2007
Creators	Ruzgas, Tomas
Contributors	Dučinskas, K��stutis, Radavičius, Marijus, Kubilius, Kęstutis, Paulauskas, Vygantas, Saulis, Leonas, Bloznelis, Mindaugas, Rudzkis, Rimantas, Rimas, Jonas, Vilnius Gediminas Technical University
Publisher	Lithuanian Academic Libraries Network (LABT), Vilnius Gediminas Technical University
Source Sets	Lithuanian ETD submission system
Language	English
Detected Language	English
Type	Doctoral thesis
Format	application/pdf
Source	http://vddb.library.lt/obj/LT-eLABa-0001:E.02~2007~D_20070315_091910-59296
Rights	Unrestricted