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Reza Pakyari

Reza Pakyari

Academic rank: Associate Professor
ORCID:
Education: PhD.
ScopusId:
Faculty: Science
Address: Arak University
Phone:

Research

Title
A Note on Asymptotic Behavior of the Nonparametric Density Estimators in Multivariate Mixtures8
Type
JournalPaper
Keywords
Asymptotic bahaviour; Bandwidth; Independent marginals; Kernel methods; Nonparametric density estimation
Year
2009
Journal Communications in statistics - theory and Methods
DOI
Researchers Reza Pakyari

Abstract

The asymptotic behavior of the nonparametric density estimator has been given for a multivariate mixture model. It has been observed that the estimator is asymptotically normally distributed with bias of size h^2 and variance of size (nh)^(-1).