Multistep prediction of autoregressive signals

The multistep predictions of an autoregressive (AR) signal satisfy a simple recursive equation. The only derivation of this useful property of which the author is aware makes use of the conditional mean methodology. A derivation based on the polynomial approach is presented by the author. The latter approach to the prediction of signals with rational spectra has a number of advantages over the conditional mean approach, which is also briefly discussed.