Reflections on ‘adaptive prediction’

Abstract Adaptive prediction is critically discussed in this paper. A quantity which measures the degradation of the accuracy in the performance of a general nonlinear predictor due to the presence of uncertainty is introduced. It is shown that the adaptive approach does not always lead to predictors minimizing such a quantity.

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