Abstract
Three different methods are compared by their ability to predict two periods ahead in simple autoregressive models with one lag. In this study both artificial and historical time series are used. In spite of intuitive objections the usual least squares method performs relatively well. Moreover attention is paid to the estimation results, as they provide some links with other studies of the autoregressive model.
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