2024 : 5 : 13
فارسی
Reza Pakyari
Academic rank:
Associate Professor
ORCID:
Education:
PhD.
ScopusId:
Faculty:
Science
Address:
Arak University
Phone:
E-mail:
r-pakyari [at] araku.ac.ir
Home
Research activities
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).
