more for disaster risk reduction, with larger subjective probability of loss, while those in safe houses are willing to pay … probability of loss are estimated as parameters of expected utility function in a discrete choice model. The results suggest that … of earthquake insurance in the Tokyo Metropolitan Area, Japan. Degree of disaster risk aversion and subjective …