A general approach to the study of L1 asymptotic unbiasedness of kernel density estimators in Rd

A technique for establishing L1 asymptotic unbiasedness of a kernel density estimator in Rd that does not depend on the form of the kernel function will be demonstrated. We will introduce the concept of a region sequence of a sequence of kernel functions and show how this can be used to give nece...

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Bibliographic Details
Main Author: Stinner, Mark
Other Authors: Leblanc, Alexandre (Statistics)
Published: 2013
Subjects:
Online Access:http://hdl.handle.net/1993/22110