Daugiamačio pasiskirstymo tankio neparametrinis įvertinimas naudojant stebėjimų klasterizavimą

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, K��stutis
Format: Doctoral Thesis
Language:English
Published: Lithuanian Academic Libraries Network (LABT) 2007
Subjects:
Online Access:http://vddb.library.lt/fedora/get/LT-eLABa-0001:E.02~2007~D_20070315_091910-59296/DS.005.1.01.ETD