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Clustering Effect on the Statistical Estimation Accuracy of Distribution Density

✍ Scribed by Rimantas Rudzkis; Tomas Ruzgas

Publisher
Springer Netherlands
Year
2007
Tongue
English
Weight
312 KB
Volume
97
Category
Article
ISSN
0167-8019

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✍ Peter Hall; M.P. Wand πŸ“‚ Article πŸ“… 1996 πŸ› Elsevier Science 🌐 English βš– 515 KB

The accuracy of the binned kernel density estimator is studied for general binning rules. We derive mean squared error results for the closeness of this estimator to both the true density and the unbinned kernel estimator. The binning rule and smoothness of the kernel function are shown to influence