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Kapetanios, George 1 Marcellino, Massimiliano Giuseppe 1 Papailias, Fotis 1
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Variable Selection for Large Unbalanced Datasets Using Non-Standard Optimisation of Information Criteria and Variable Reduction Methods
Kapetanios, George - 2014
We consider forecasting key macroeconomic variables using many predictors extracted from the Eurostat PEEIs dataset. To avoid the curse of dimensionality, we rely on model selection and model reduction. For model selection we use heuristic optimisation of information criteria, including...
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