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Error expressions for optimal linear causal filtering of second-order stationary processes are derived by a method based on Hardy space theory. This method is applicable when one of the spectral densities is rational with a known structure. The operations involved in the computation of error expressions are mainly simple residue evaluations. Several examples are given.