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Quantitative Methods in Credit Management: A Survey

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References

1968FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY14,869 cited
1981Credit Rationing in Markets with Imperfect Information12,762 cited
1962Applied Statistical Decision Theory2,172 cited
1985Screening vs. Rationing in Credit Markets with Imperfect Information1,432 cited
1994Bankruptcy prediction using neural networks722 cited
1980A Note on the Comparison of Logit and Discriminant Models of Consumer Credit Behavior435 cited
1989An econometric analysis of the bank credit scoring problem284 cited

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1999Not if but When will Borrowers Default191 cited
2010An empirical study of classification algorithm evaluation for financial risk prediction189 cited
2006‘Lending by numbers’: credit scoring and the constitution of risk within American consumer credit167 cited
2009Multiple classifier application to credit risk assessment166 cited
2012Exploring the behaviour of base classifiers in credit scoring ensembles142 cited
2012Two-level classifier ensembles for credit risk assessment119 cited
2005Good practice in retail credit scorecard assessment117 cited
2008A Multi-criteria Convex Quadratic Programming model for credit data analysis

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115 cited

2021A machine learning approach combining expert knowledge with genetic algorithms in feature selection for credit risk assessment115 cited

2012A literature review on the application of evolutionary computing to credit scoring109 cited

2011Credit risk evaluation using a weighted least squares SVM classifier with design of experiment for parameter selection98 cited

1995Household Insolvency92 cited

2015Spatial dependence in credit risk and its improvement in credit scoring90 cited

2005CLASSIFYING CREDIT CARD ACCOUNTS FOR BUSINESS INTELLIGENCE AND DECISION MAKING: A MULTIPLE-CRITERIA QUADRATIC PROGRAMMING APPROACH87 cited

2008Credit scoring using support vector machines with direct search for parameters selection73 cited

2019A prediction-driven mixture cure model and its application in credit scoring67 cited