Search results for: BANKRUPTCY OF THE HOUSEHOLD

• Consumer Bankruptcy Prediction Using Balanced and Imbalanced Data

  Publication

  • M. Brygała

  - Risks - Year 2022

  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 the current global pandemic crisis, the future of household finances...

• Examining Statistical Methods in Forecasting Financial Energy of Households in Poland and Taiwan

  Publication

  • T. Korol

  - ENERGIES - Year 2021

  This paper examines the usefulness of statistical methods in forecasting the financial energy of households. The study’s objective is to create the innovative ratios that combine both financial and demographic information of households and implement them in the forecasting models. To conduct this objective, six forecasting models are developed using three different methods—discriminant analysis, logit analysis, and decision trees...

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