Asymptotic analysis of the bias of the modified Yule-Walker estimator

An explicit formula is derived for the asymptotic bias in the autoregressive estimates obtained by the modified Yule-Walker method. The sample bias obtained in Monte-Carlo simulations is compared to the theoretical formulas for two examples.