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Maximum Kernel Likelihood Estimation

Published in Journal of Computational and Graphical Statistics • Dec 1, 2008
NobleIDNI0P43W82R71S55
Authors:
Thomas Jaki
,
R. Webster West

Abstract

AbstractWe introduce an estimator for the population mean based on maximizing likelihoods formed by parameterizing a kernel density estimate. Due to these origins, we have dubbed the estimator the maximum kernel likelihood estimate (MKLE). A speedy computational method to compute the MKLE based on b...

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