kernel density estimation

A locally adaptive transformation method of boundary correction in kernel density estimation
Kernel smoothing methods are widely used in many research areas in statistics. However, kernel estimators suffer from boundary effects …
Rohana J. Karunamuni, Tom Alberts
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On boundary correction in kernel density estimation
It is well known now that kernel density estimators are not consistent when estimating a density near the finite end points of the …
Rohana J. Karunamuni, Tom Alberts
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A generalized reflection method of boundary correction in kernel density estimation
The kernel method of estimation of curves is now popular and widely used in statistical applications. Kernel estimators suffer from …
Rohana J. Karunamuni, Tom Alberts
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A semiparametric method of boundary correction for kernel density estimation
We propose a new estimator for boundary correction for kernel density estimation. Our method is based on local Bayes techniques of …
Tom Alberts, Rohana J. Karunamuni
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