Samuel S. Santos University of Waterloo   Waterloo, Ontario N2L 3E6 Canada   ssolgons@uwaterloo.ca             JEL Areas: C : Mathematical and Quantitative Methods G1 : General Financial Markets: General (includes Measurement and Data)