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optimization of the lag structure over the whole set of possible multivariate lag structures with regard to a given information … criterion, e.g. the Hannan-Quinn estimator or Akaike's final prediction error criterion. The optimization is performed by the … heuristic multiple purpose optimization algorithm Threshold Accepting which proved to be very successful for discrete …
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This paper discusses whether differences in the data structure of observational and experimental studies should lead to different strategies for variable selection. On the one hand, it is argued that outliers in the predictor variables have to be treated differently in the two kinds of studies....
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