by shifting borrowing away from younger and poorer households, to older, richer ones. In sum, strict limits to liability impede credit markets, and do so in a way that is quite regressive.

To establish that our model is a reasonable description of the data we estimate the model using Bayesian methods and then evaluate its fit along a number of standard dimensions. The Bayesian approach to estimating the model parameters is especially important for providing discipline on the...