Daugiamačio pasiskirstymo tankio neparametrinis įvertinimas naudojant stebėjimų klasterizavimą

Daugiamačio pasiskirstymo tankio neparametrinis įvertinimas naudojant stebėjimų klasterizavimą

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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.

Bibliographic Details
Main Author: Ruzgas, Tomas
Other Authors: Dučinskas, Kęstutis
Format: Doctoral Thesis
Language:Lithuanian
Published: Lithuanian Academic Libraries Network (LABT) 2007
Subjects:
Mathematics
Daugiamatis pasiskirstymo tankis
Neparametrinis vertinimas
Multivariate distribution density
Non-parametric estimation
Duomenų klasterizavimas
Data clustering
Online Access:http://vddb.library.lt/fedora/get/LT-eLABa-0001:E.02~2007~D_20070314_094140-20878/DS.005.0.01.ETD

Internet

http://vddb.library.lt/fedora/get/LT-eLABa-0001:E.02~2007~D_20070314_094140-20878/DS.005.0.01.ETD

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