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Some convergence results on the kernel density estimator are proven for aclass of linear processes with cyclical effects. In particular we extend theresults of Ho and Hsing (1996a) and Mielniczuk (1997) to the stationaryprocesses for which the singularities of the spectral density are not limitedto the origin. We show that the convergence rates and the limit distributionmay be different in this context.

Marginal density estimation for linear processes with cyclical long memory