The paper discusses methodological topics of bankruptcy prediction modelling—unbalanced sampling, sample bias, and … correction known for the logit model. This, together with solutions for other binomial models, serves as practical advice for …

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 … the current global pandemic crisis, the future of household finances is uncertain. The change of the macroeconomic and …