Nor azliana Aridi Multimedia University   Multimedia University Cyberjaja, Selangor 63100 Malaysia   nor.azliana.aridi@mmu.edu.my             JEL Areas: C1 : Econometric and Statistical Methods: General G1 : General Financial Markets: General (includes Measurement and Data)