First Author:   Peter Savelyev Vanderbilt University peter.savelyev@vanderbilt.edu   Department of Economics, 415 Calhoun Hall Nashville, 37235-0002, United States       Second Author: Kegon Tan University of Wisconsin-Medison ttan8@wisc.edu