This paper proposes an algorithm for boosting kernel density estimates. We show that boosting is closely linked to a previously proposed method of bias reduction and indicate how it should enjoy similar properties. Numerical examples and simulations are used to illustrate the findings, and we also suggest further areas of research.

Boosting kernel density estimates: A bias reduction technique?

DI MARZIO, Marco;
2004

Abstract

This paper proposes an algorithm for boosting kernel density estimates. We show that boosting is closely linked to a previously proposed method of bias reduction and indicate how it should enjoy similar properties. Numerical examples and simulations are used to illustrate the findings, and we also suggest further areas of research.
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Utilizza questo identificativo per citare o creare un link a questo documento: http://hdl.handle.net/11564/135736
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