Àlvaro Alves de moura jr. Universidade Presbiteriana Mackenzie   São Paulo, SP 01239-001 Brazil   alvaro.moura@mackenzie.br             JEL Areas: L9 : Industry Studies: Transportation and Utilities: General C1 : Econometric and Statistical Methods: General