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Nonparametric classification for directional data
Last modified: 2017-04-15
Abstract
We discuss nonparametric methods to address the problem of classification for directional data. We focus on local regression and kernel density estimation when the domain is the unit circle. We provide asymptotic theory for the proposed methods along with simulation results.
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