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Home  >  Volume 22 (2012)

A Modified Kernel Nearest Neighbour Estimate Bandwidth Approach To Density Estimation by Ogbeide E. M. and 2,3Osemwenkhae J. E. Volume 22 (November, 2012), pp 185 – 194
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This research focuses on the empirical illustration of the proposed modified kernel nearest neighbourhood estimate (MKNNE) bandwidth approach in estimating density. This proposed approach is used to estimate the Ambrose Alli University GST 102 Mathematics students’ results. The quality of the adaptive density estimates obtained showed some improvements over some existing schemes. This is visible in the reduced error rates and better rate of convergence.

Keywords: Adaptive approaches, bandwidth, error, kernel density estimation.