Recent work in political science has taken up the question of issue voting under conditions of uncertainty – situations in which voters have imperfect information about the policy positions of candidates. We move beyond the assumption of a particular spatial utility function and develop a model to estimate voters' preferences for risk. Contrary to the maintained hypothesis in the literature, voters do not appear to have the strongly risk averse preferences implied by quadratic preferences.