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Does reject inference really improve the performance of application scoring models?

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References

2002Credit Scoring and Its Applications669 cited
2017Credit Scoring and Its Applications306 cited
1989An econometric analysis of the bank credit scoring problem284 cited
1983An Examination of the Conceptual Issues Involved in Developing Credit-Scoring Models137 cited
2003Sample selection bias in credit scoring models130 cited
1978Credit Scoring and the Equal Credit Opportunity Act56 cited

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2007Reject inference, augmentation, and sample selection81 cited
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2013Alternative bankruptcy prediction models using option-pricing theory76 cited
2018A new approach for reject inference in credit scoring using kernel-free fuzzy quadratic surface support vector machines63 cited
2020Deep generative models for reject inference in credit scoring

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53 cited

2018A rejection inference technique based on contrastive pessimistic likelihood estimation for P2P lending48 cited

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2019A Novel Reject Inference Model Using Outlier Detection and Gradient Boosting Technique in Peer-to-Peer Lending44 cited

2021A graph-based semi-supervised reject inference framework considering imbalanced data distribution for consumer credit scoring41 cited

2019Using Bayesian networks to perform reject inference38 cited

2009The construction of empirical credit scoring rules based on maximization principles34 cited

2013Company failure prediction with limited information: newly incorporated companies27 cited