Predictably unequal? The effects of machine learning on credit markets

A Fuster, P Goldsmith‐Pinkham… - The Journal of …, 2022 - Wiley Online Library
Innovations in statistical technology in functions including credit‐screening have raised
concerns about distributional impacts across categories such as race. Theoretically …

Mortgage-default research and the recent foreclosure crisis

CL Foote, PS Willen - Annual Review of Financial Economics, 2018 - annualreviews.org
This article reviews the surge in research on mortgage default inspired by the recent
foreclosure crisis. Economists already understood a great deal about default, both …

The mortgage credit channel of macroeconomic transmission

D Greenwald - 2018 - papers.ssrn.com
I investigate how the structure of the mortgage market influences macroeconomic dynamics,
using a general equilibrium framework with prepayable debt and a limit on the ratio of …

Deep learning for mortgage risk

A Sadhwani, K Giesecke… - Journal of Financial …, 2021 - academic.oup.com
We examine the behavior of mortgage borrowers over several economic cycles using an
unprecedented dataset of origination and monthly performance records for over 120 million …

A model of mortgage default

JY Campbell, JF Cocco - The Journal of Finance, 2015 - Wiley Online Library
In this paper, we solve a dynamic model of households' mortgage decisions incorporating
labor income, house price, inflation, and interest rate risk. Using a zero‐profit condition for …

Numerical ability predicts mortgage default

K Gerardi, L Goette, S Meier - Proceedings of the National …, 2013 - National Acad Sciences
Unprecedented levels of US subprime mortgage defaults precipitated a severe global
financial crisis in late 2008, plunging much of the industrialized world into a deep recession …

Is a household debt overhang holding back consumption?[with comments and discussion]

K Dynan, A Mian, KM Pence - Brookings papers on economic activity, 2012 - JSTOR
The recent plunge in US home prices left many households that had borrowed voraciously
during the credit boom highly leveraged, with very high levels of debt relative to the value of …

Unemployment insurance and job search in the Great Recession

J Rothstein - 2011 - nber.org
Nearly two years after the official end of the" Great Recession," the labor market remains
historically weak. One candidate explanation is supply-side effects driven by dramatic …

Recourse and residential mortgage default: evidence from US states

AC Ghent, M Kudlyak - The Review of Financial Studies, 2011 - academic.oup.com
We quantify the effect of recourse on default and find that recourse affects default by
lowering the borrower's sensitivity to negative equity. At the mean value of the default option …

What “triggers” mortgage default?

R Elul, NS Souleles, S Chomsisengphet… - American Economic …, 2010 - pubs.aeaweb.org
By Ronel Elul, Nicholas S. Souleles, Souphala Chomsisengphet, Dennis Glennon, and
Robert Hunt* position. For someone who is very illiquid, it can be costly to wait for house …