Unpredictability in economic analysis,econometric modeling and forecasting |
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Authors: | David F. Hendry Grayham E. Mizon |
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Affiliation: | 1. Department of Economics, University of Oxford, UK;2. Institute for New Economic Thinking, Oxford Martin School, University of Oxford, UK;3. University of Southampton, SO17 1BJ, UK |
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Abstract: | Unpredictability arises from intrinsic stochastic variation, unexpected instances of outliers, and unanticipated extrinsic shifts of distributions. We analyze their properties, relationships, and different effects on the three arenas in the title, which suggests considering three associated information sets. The implications of unanticipated shifts for forecasting, economic analyses of efficient markets, conditional expectations, and inter-temporal derivations are described. The potential success of general-to-specific model selection in tackling location shifts by impulse-indicator saturation is contrasted with the major difficulties confronting forecasting. |
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Keywords: | C51 C22 |
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