Information theoretic estimators for the first-order autoregressive model are considered. Extensive Monte Carlo … experiments are used to compare finite sample performance of traditional and three information theoretic estimators including … information theoretic estimators are robust to specification of spatial autocorrelation and dominate traditional estimators in …