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Prediction of corporate credit ratings with machine learning: Simple interpretative models
16 references·0 citing·44 second hop
Prediction of corporate credit ratings with machine learning: Simple interpretative models (2023)Prediction of corporate credit ratings wi…Machine learning and credit ratings prediction in the age of fourth industrial revolution (2020)Machine learning and credit r…A comparative study of forecasting corporate credit ratings using neural networks, support vector machines, and decision trees (2020)A comparative study of foreca…Credit Risk Analysis Using Machine and Deep Learning Models (2018)Credit Risk Analysis Using Ma…Credit Ratings and Credit Risk: Is One Measure Enough? (2016)Credit Ratings and Credit Ris…Have Rating Agencies Become More Conservative? Implications for Capital Structure and Debt Pricing (2014)Have Rating Agencies Become M…Structural Shifts in Credit Rating Standards (2011)Structural Shifts in Credit R…Have Rating Agencies Become More Conservative? 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References

  • 1966Financial Ratios As Predictors of Failure4,753 cited
  • 1984Methodological Issues Related to the Estimation of Financial Distress Prediction Models2,889 cited
  • 1995Investment Valuation: Tools and Techniques for Determining the Value of Any Asset1,380 cited
  • 2003Credit rating analysis with support vector machines and neural networks: a market comparative study1,017 cited
  • 1998The Declining Credit Quality of U.S. Corporate Debt: Myth or Reality?741 cited
  • 1979Statistical Models of Bond Ratings: A Methodological Inquiry651 cited
  • 2018Credit Risk Analysis Using Machine and Deep Learning Models318 cited
  • 2014Have Rating Agencies Become More Conservative? Implications for Capital Structure and Debt Pricing291 cited
  • 2016Credit Ratings and Credit Risk: Is One Measure Enough?234 cited
  • 2003An anatomy of rating through the cycle227 cited
  • 2011Structural Shifts in Credit Rating Standards220 cited
  • 2004Avoiding the rating bounce: why rating agencies are slow to react to new information167 cited
  • 2007Tightening credit standards: the role of accounting quality162 cited
  • 2020A comparative study of forecasting corporate credit ratings using neural networks, support vector machines, and decision trees123 cited

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2011
Have Rating Agencies Become More Conservative? Implications for Capital Structure and Debt Pricing
109 cited
  • 2020Machine learning and credit ratings prediction in the age of fourth industrial revolution95 cited
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