Efficient frequency domain univariate Parzen approximation and applications
Date
2002
Authors
Esterhuizen G.
Du Preez J.A.
Journal Title
Journal ISSN
Volume Title
Publisher
Abstract
This paper introduces a frequency domain approximation to the univariate Parzen probability density function estimator. It is applied to construct an efficient semi-parametric density function estimator and density function distance measure that operates directly from sample data. The complexity of the techniques are constant with respect to the number of data samples and only depends on a pre-determined factor controlling the accuracy.
Description
Keywords
Citation
IEEE AFRICON Conference
1
1