Carefully discuss Dickey-fuller and Augmented Dickey-Fuller tests of mit root. Define cointegration between two time series variables. How do we test for cointegration between X and Y? If X and Y are cointegrated, how can we model the relationship between these two variables so that we can estimate long-run and short-run effects of X on Y directly.