Optimal instrumental variable multistep algorithms for estimation of the AR parameters of an ARMA process

Petre Stoica, B. Friedlander, T. Söderström · 1985

Multistep implementations are derived for the optimal instrumental variable (OIV) estimators introduced in [1]. The proposed algorithms provide asymptotically efficient estimates of the AR parameters of an ARMA process. The computational complexity of these algorithms is modest compared to the (exact) maximum likelihood estimator.

Read the paper · More papers on PaperTik