The finite sample behaviour of non‐parametric predictors is considered for time series. Among other results, it is shown by simulation arguments that such predictors compare favourably with predictors based on parametric models in the spirit of the usual Box‐Jenkins approach.
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Carbon et al. (1993) studied this question.
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