This study aims to develop nine different consumer bankruptcy forecasting models with the help of three types of … following questions - (a) Are the three commonly implemented types of neural networks useful in forecasting personal bankruptcy … maximum effectiveness?; (d) Are the newly developed types of ratios effective in forecasting personal risk bankruptcy? The …

Purpose – Personal bankruptcy is on the rise in Malaysia. The Insolvency Department of Malaysia reported that personal … bankruptcy has increased since 2007, and the total accumulated personal bankruptcy cases stood at 131,282 in 2014. This is indeed … an alarming issue because the increasing number of personal bankruptcy cases will have a negative impact on the Malaysian …

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 financial situation that may lead to consumer bankruptcy. In the face of …

Purpose - Personal bankruptcy is on the rise in Malaysia. The Insolvency Department of Malaysia reported that personal … bankruptcy has increased since 2007, and the total accumulated personal bankruptcy cases stood at 131,282 in 2014. This is indeed … an alarming issue because the increasing number of personal bankruptcy cases will have a negative impact on the Malaysian …