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NONPARAMETRIC ESTIMATION OF ANGULAR DISTRIBUTIONS FROM CARTESIAN OBSERVATIONS WITH ERROR
Authors:G.W. Horgan   J. Haslett
Affiliation:Scottish Agricultural Statistics Service and Trinity College Dublin
Abstract:If angular data are obtained from Cartesian observations, then any measurement error in these observations will produce a particular error structure in the angular data. The paper shows how non-parametric density estimation by orthogonal series may be performed in this case.
Keywords:Nonparametric density estimation    orthogonal series    directional data
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