Abdelhamid El bouhadi research and study laboratory in management, entrepreneurship, and finance, USMBA University of Fez   ,   abdelhamid.elbouhadi@usmba.ac.ma             JEL Areas: F4 : Macroeconomic Aspects of International Trade and Finance: General C4 : Econometric and Statistical Methods: Special Topics