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Reject inference in consumer credit scoring with nonignorable missing data · Study

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ArticleReject inference in consumer credit scoring with nonignorable missing data

Michael Bücker2012

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Articlegreen2012

Reject inference in consumer credit scoring with nonignorable missing data

Michael Bücker · Maarten van Kampen · Walter Krämer

46 citations·0/0 files stored·Journal of Banking & Finance

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Financial Distress and Bankruptcy Prediction Statistical Methods and Applications Statistical Methods and Bayesian Inference

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References

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

Cited by

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

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2009Variable reduction, sample selection bias and bank retail credit scoringarticle · 4 shared references 2009A COMPARISON OF DATA MINING TECHNIQUES FOR CREDIT SCORING IN BANKING: A MANAGERIAL PERSPECTIVEarticle · 3 shared references 2020Deep generative models for reject inference in credit scoringarticle · 3 shared references 2016The Consumer Loan’s Payment Default Predictive Model: an Application of the Logistic Regression and the Discriminant Analysis in a Tunisian Commercial Bankarticle · 3 shared references 2004Bound and Collapse Bayesian Reject Inference for Credit Scoringpreprint · 3 shared references 2017Credit concession through credit scoring: Analysis and application proposalarticle · 3 shared references

Details

Year2012

Typearticle

Published2012-11-17

VenueJournal of Banking & Finance

ISSN-L0378-4266

Languageen

Citations46

Files0 public / 0

ShelfFinancial Distress and Bankruptcy Prediction

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doi10.1016/j.jbankfin.2012.11.002

openalex_workW2085237221

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