Johanna Choumert CERDI-CNRS, Clermont Université I, Université d'Auvergne   ,   johanna.choumert@udamail.fr             JEL Areas: G1 : General Financial Markets: General (includes Measurement and Data) C6 : Mathematical Methods and Programming: General