Article ID Journal Published Year Pages File Type
1152116 Statistics & Probability Letters 2012 5 Pages PDF
Abstract
In this note we present νth-order kernel density derivative estimators using canonical higher-order kernels. These canonical rescalings uncouple the choice of kernel and scale factor. This approach is useful for selection of the order of the kernel in a data-driven procedure as well as for visual comparison of kernel estimates.
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Physical Sciences and Engineering Mathematics Statistics and Probability
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Canonical higher-order kernels for density derivative estimation
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