  In this paper we present a Bayesian competing risk proportional hazards model
to describe mortgage defaults and prepayments. We develop Bayesian inference
for the model using Markov chain Monte Carlo methods. Implementation of the
model is illustrated using actual default/prepayment data and additional
insights that can be obtained from the Bayesian analysis are discussed.
