A Bayesian approach to modeling mortgage default and prepayment
Applications
2017-06-26 v1
Abstract
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.
Keywords
Cite
@article{arxiv.1706.07677,
title = {A Bayesian approach to modeling mortgage default and prepayment},
author = {Arnab Bhattacharya and Simon P. Wilson and Refik Soyer},
journal= {arXiv preprint arXiv:1706.07677},
year = {2017}
}