Browsing Faculty of Natural and Agricultural Sciences by Subject "Kernel estimators"
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Bias and variance reduction procedures in non-parametric regression
(SASA, 2016)The purpose of this study is to determine the effect of three improvement methods on nonparametric kernel regression estimators. The improvement methods are applied to the Nadaraya-Watson estimator with cross-validation ... -
Uniform in bandwidth consistency of kernel estimators of the density of mixed data
(Institute of Mathematical Statistics, 2015)We establish a general uniform in bandwidth consistency result for kernel estimators of the unconditional and conditional joint density of a distribution, which is defined by a mixed discrete and continuous random variable