We are grateful to Serge Coulombe, Gilles Duranton, Sébastien Larochelle-Coté, Yuri Ostrovsky and an anonymous referee for their helpful suggestions. This paper also benefited from the comments of seminar participants at the Canadian Regional Science Meetings in Mississauga, Ontario.