Chapter 7 bankruptcy, the main debt relief program for U.S. households, provides more than $150 billion in debt relief each year, yet its impact on consumers remains unclear. Using unique hand-collected data from individual bankruptcy petitions, I employ a regression discontinuity design to...

This paper examines the usefulness of logit regression in forecasting the consumer bankruptcy of households using an imbalanced dataset. The research on consumer bankruptcy prediction is of paramount importance as it aims to build statistical models that can identify consumers in a difficult...