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The practice of abandoning all but the most accurate among a set of alternative forecasting methods is shown to result in the loss of potentially useful information. The particular case of two forecasts is considered in detail. It is demonstrated practically that the inclusion of even a relatively poor forecasting method can enhance a superior one significantly.
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J. P. Dickinson (1988) studied this question.
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