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Kernel density estimation for circular data: a Fourier series-based plug-in approach for bandwidth selection

Kernel density estimation for circular data: a Fourier series-based plug-in approach for bandwidth selection

In this paper, we derive asymptotic expressions for the mean integrated squared error of a class of delta sequence density estimators for circular data. This class includes the class of kernel density estimators usually considered in the literature, as well as a new class that is closer in spirit to …