  A new plug-in rule procedure for bandwidth selection in kernel circular
density estimation is introduced. The performance of this proposal is checked
throughout a simulation study considering a variety of circular distributions
exhibiting multimodality, peakedness and/or skewness. The plug-in rule
behaviour is also compared with other existing bandwidth selectors. The method
is illustrated with two classical datasets of cross-beds layers and animal
orientation.
