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Abstract
The application of diagnostic procedures in empirical modelling, raises several practical problems which seem to have received relatively little attention. The aim of this paper is to highlight some of these difficulties and to sketch a possible strategy to isolate the source of an outlier and to decide on appropriate correction action.