In this paper, we show that for panel AR(<italic>p</italic>) models, an instrumental variable (IV) estimator with instruments deviated from past means has the same asymptotic distribution as the infeasible optimal IV estimator when both <italic>N</italic> and <italic>T</italic>, the dimensions of the cross section and time series, are large. If...