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Reject inference in consumer credit scoring with nonignorable missing data

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References

2010Consumer credit-risk models via machine-learning algorithms861 cited
2000A survey of credit and behavioural scoring: forecasting financial risk of lending to consumers744 cited
1989An econometric analysis of the bank credit scoring problem284 cited
2003Bank lending policy, credit scoring and value-at-risk149 cited
2005Economic benefit of powerful credit scoring135 cited
2003Does reject inference really improve the performance of application scoring models?88 cited

Cited by

2021A graph-based semi-supervised reject inference framework considering imbalanced data distribution for consumer credit scoring41 cited
2022Reject inference in credit scoring using a three-way decision and safe semi-supervised support vector machine40 cited
2023Interpretable selective learning in credit risk31 cited
2022A CWGAN-GP-based multi-task learning model for consumer credit scoring28 cited
2022A Framework of Global Credit-Scoring Modeling Using Outlier Detection and Machine Learning in a P2P Lending Platform21 cited
2020A new approach in reject inference of using ensemble learning based on global semi-supervised framework20 cited
2022RMT-Net: Reject-aware Multi-Task Network for Modeling Missing-not-at-random Data in Financial Credit Scoring17 cited

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