Higher order kernel density estimation on the circle

Yasuhito Tsuruta and Masahiko Sagae

Statistics & Probability Letters, 2017, vol. 131, issue C, 46-50

Abstract: A new class of pth-order kernels corresponding to new moments on the circle is introduced. We propose two methods for constructing higher-order kernel density estimators, and we derive theoretical and empirical results for the kernel density estimators.

Keywords: Directional statistics; Circular data (search for similar items in EconPapers)
Date: 2017
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Citations: View citations in EconPapers (5)

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DOI: 10.1016/j.spl.2017.08.003

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