Before revision:  We apply our method to a dataset on property insurance purchases . We find that although households are on average strongly risk averse, they consider lower coverages more frequently than higher coverages. Finally, we estimate the monetary losses associated with limited consideration in our application .
After revision:  We apply our method to a dataset on property insurance purchases .