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Bandwidth Selection for Kernel Conditional Density Estimation

Published in AgEcon Search (University of Minnesota, USA) • Jan 1, 1998
NobleIDNI0P07W42R07S72
Authors:
David M. Bashtannyk
,
Rob J. Hyndman
,
David M. Bashtannyk

Abstract

We consider bandwidth selection for the kernel estimator of conditional density with one explanatory variable. Several bandwidth selection methods are derived ranging from fast rules-of-thumb which assume the underlying densities are known to relatively slow procedures which use the bootstrap. The m...

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