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We generalize to subsets of the unit circle various approximation problems of Adamjan-Arov-Krein type. Both the approximation and the completion issues are treated and linked together. The given solutions are used to solve band-limited versions of the Nevanlinna-Pick problem. The results impinge on robust identification and inverse problems.