Open Access
2015 Uniform in bandwidth consistency of kernel estimators of the density of mixed data
David M. Mason, Jan W. H. Swanepoel
Electron. J. Statist. 9(1): 1518-1539 (2015). DOI: 10.1214/15-EJS1049

Abstract

We establish a general uniform in bandwidth consistency result for kernel estimators of the unconditional and conditional joint density of a distribution, which is defined by a mixed discrete and continuous random variable.

Citation

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David M. Mason. Jan W. H. Swanepoel. "Uniform in bandwidth consistency of kernel estimators of the density of mixed data." Electron. J. Statist. 9 (1) 1518 - 1539, 2015. https://doi.org/10.1214/15-EJS1049

Information

Received: 1 November 2014; Published: 2015
First available in Project Euclid: 17 July 2015

zbMATH: 1333.60056
MathSciNet: MR3371717
Digital Object Identifier: 10.1214/15-EJS1049

Subjects:
Primary: 60F15 , 62G07
Secondary: 62G08

Keywords: empirical process methods , kernel estimators , mixed data , uniform in bandwidth

Rights: Copyright © 2015 The Institute of Mathematical Statistics and the Bernoulli Society

Vol.9 • No. 1 • 2015
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