The power of the ADF test

The asymptotic distribution of the Dickey-Fuller test is derived under the alternative hypothesis when MA error terms are present in the data. It is found that the asymptotic t statistic is not affected by the distance between the alternative and the null hypothesis and what is relevant is the ratio of the sample size (T) to the order of the autoregression (m).