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Zafar, B. (2013). College major choice and the gender gap. Journal of Human Resources 48(3), 545–595. Online Appendix Alternative Models of Preference Heterogeneity for Elicited Choice Probabilities Nathan Kettlewell Economics Department, University of Technology Sydney, Australia Matthew J. Walker Economics Subject Group, Newcastle University, UK and Hong Il Yoo Loughborough Business School, Loughborough University, UK