Siti Novitri University of Syiah Kuala   siti_LN@mhs.unsyiah.ac.id Banda Aceh, Aceh Indonesia   siti_LN@mhs.unsyiah.ac.id             JEL Areas: C1 : Econometric and Statistical Methods: General D : Microeconomics