This study estimates cointegration models by applying the Engle-Granger (1989) two-step es-timation procedure, the Phillip-Ouliaris (1990) residual-based test and Johansen's multivariatetechnique. The cointegration techniques are tested on the Raotbl3 data set, the World EconomicIndicators data...