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Theoretical Paper

Credit scoring with macroeconomic variables using survival analysis

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Pages 1699-1707 | Received 01 Dec 2007, Accepted 01 Sep 2008, Published online: 21 Dec 2017

References

  • AndersenPKRepeated assessment of risk factors in survival analysisStatist Meth Med Res1992129731510.1177/096228029200100305
  • AndreevaGEuropean generic scoring models using survival analysisJ Opl Res Soc2006571180118710.1057/palgrave.jors.2602091
  • AndreevaGAnsellJCrookJModelling profitability using survival combination scoresEur J Opl Res20071831537154910.1016/j.ejor.2006.10.064
  • BanasikJCrookJNThomasLCNot if but when will borrowers defaultJ Opl Res Soc1999501185119010.1057/palgrave.jors.2600851
  • BaesensBvan GestelTViaeneSStepanovaMSuykensJVanthienenJBenchmarking state-of-the-art classification algorithms for credit scoringJ Opl Res Soc2003541082108810.1057/palgrave.jors.2601545
  • Basel Committee on Banking Supervision (BCBS) (2006). Basel II: International Convergence of Capital Measurement and Capital Standards at www.bis.org/publ/bcbsca.htm.
  • BramborTClarkWRGolderMUnderstanding interaction models: Improving empirical analysesPol Anal200514638210.1093/pan/mpi014
  • Burez J and Van den Poel D (2008). Handling class imbalance in customer churn prediction. Working paper 2008/517 Faculteit Economie en Bedrijfskunde, Universiteit Gent.
  • ChawlaNVJapkowiczNKolczAEditorial: Special issue on learning from imbalanced data setsSIGKDD Explor2004611610.1145/1007730.1007733
  • ChenL-SYenM-FWuH-MLiaoC-SLiouD-MKuoH-SChenTH-HPredictive survival model with time-dependent prognostic factors: Development of computer-aided SAS Macro programJ Eval Clin Pract20051118119310.1111/j.1365-2753.2005.00519.x
  • CollettDModelling Survival Data in Medical Research1994
  • CrookJThe demand for household debt in the USA: Evidence from the 1995 Survey of Consumer FinanceAppl Fin Econ200111839110.1080/09603100150210291
  • Crook J and Banasik J (2005). Explaining aggregate consumer credit delinquency behaviour over time. University of Edinburgh Credit Research Centre Working Paper, 05/03.
  • Crook J and Hochguertel S (2007). Household debt and credit constraints: Comparative microevidence from four OECD countries. University of Edinburgh Credit Research Centre Working Paper 05/02.
  • DeatonAUnderstanding Consumption1992
  • EfronBTibshiraniRJAn Introduction to the Bootstrap1993
  • FriedmanMA Theory of the Consumption Function1955
  • HandDJGood practice in retail credit scorecard assessmentJ Opl Res Soc2005561109111710.1057/palgrave.jors.2601932
  • HosmerDWJrLemeshowSApplied Survival Analysis: Regression Modelling of Time to Event Data1999
  • ScheurmannEMatthewsCNeural network classifiers in Arrears ManagementICANN 2005, Lecture Notes in Computer Science2005325330
  • StepanovaMThomasLCPHAB scores: Proportional hazards analysis behavioural scoresJ Opl Res Soc2001521007101610.1057/palgrave.jors.2601189
  • StepanovaMThomasLCSurvival analysis methods for personal loan dataOpns Res20025027728910.1287/opre.50.2.277.426
  • TangLThomasLCThomasSBozzettoJ-FIt's the economy stupid: Modelling financial product purchasesInt J Bank Market2007251223810.1108/02652320710722597
  • ThomasLCEdelmanDBCrookJNCredit Scoring and its Applications. SIAM Monographs on Mathematical Modeling and Computation2002
  • WeissGMining with rarity: A unifying frameworkSIGKDD Explor20046171910.1145/1007730.1007734
  • WeissGProvostFLearning when training data are costly: The effect of class distribution on tree inductionJ Artif Intell Res200319315354
  • WittenIHFrankEData Mining2005

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