if this is not the case, Augmented Dickey-Fuller (ADF) test must be applied. This test is conducted by “augmenting” the preceding three equations by adding the lagged values of the dependent variable ut ΔYt . For example, if we use the model random walk with drift around a stochastic trend. The ADF test consists of estimating the following regression: