In this study, the validity of Wagner's Law, which explains the relationship between public expenditures and economic growth, has been analyzed over its alternative models by using the data from 27 OECD economies between the years 1995-2012. It has been carried out by utilizing unit root, co-integration and error correction tests panel data analyses, the long term co-efficiencies between public expenditures and economic growth. In order to test the relationship of co-integration, the Pedroni, Johansen-Fisher and Westerlund co-integration tests were utilized, whereas for the predictions of the long term co-efficiencies, the DOLS predictor was utilized. In addition, the PMGE and MGE error correction models were benefited from for predicting the short term parameters between the variables.