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Corporate failure prediction: An evaluation of deep learning vs discrete hazard models
16 references·2 citing·20 second hop
Corporate failure prediction: An evaluation of deep learning vs discrete hazard models (2021)Corporate failure prediction: An evaluati…Deep learning networks for stock market analysis and prediction: Methodology, data representations, and case studies (2017)Deep learning networks for st…Forecasting Default with the Merton Distance to Default Model (2008)Forecasting Default with the …Using neural network ensembles for bankruptcy prediction and credit scoring (2007)Using neural network ensemble…Multi-period corporate default prediction with stochastic covariates (2006)Multi-period corporate defaul…Have Financial Statements Become Less Informative? Evidence from the Ability of Financial Ratios to Predict Bankruptcy (2005)Have Financial Statements Bec…Bankruptcy Prediction with Industry Effects (2004)Bankruptcy Prediction with In…Assessing the Probability of Bankruptcy (2004)Assessing the Probability of …Credit Risk : Pricing, Measurement, and Management (2003)Credit Risk : Pricing, Measur…Forecasting Bankruptcy More Accurately: A Simple Hazard Model (2001)Forecasting Bankruptcy More A…Artificial neural networks in bankruptcy prediction: General framework and cross-validation analysis (1999)Artificial neural networks in…Methodological Issues Related to the Estimation of Financial Distress Prediction Models (1984)Methodological Issues Related…Financial Ratios and the Probabilistic Prediction of Bankruptcy (1980)Financial Ratios and the Prob…ZETATM analysis A new model to identify bankruptcy risk of corporations (1977)ZETATM analysis A new model t…ON THE PRICING OF CORPORATE DEBT: THE RISK STRUCTURE OF INTEREST RATES* (1974)ON THE PRICING OF CORPORATE D…FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY (1968)FINANCIAL RATIOS, DISCRIMINAN…Financial Ratios As Predictors of Failure (1966)Financial Ratios As Predictor…Examining the ability of big data analytics to investigate financial reporting quality: a comprehensive bibliometric analysis (2024)Examining the ability of big …RETRACTED ARTICLE: Explainable AI Model for Recognizing Financial Crisis Roots Based on Pigeon Optimization and Gradient Boosting Model (2023)RETRACTED ARTICLE: Explainabl…Limited-dependent and qualitative variables in econometrics (1983)Do Managers Withhold Bad News? (2008)In Search of Distress Risk (2008)On the Pricing of Corporate Debt: The Risk Structure of Interest Rates (1974)The Economics of Structured Finance (2009)Credit Spreads and Business Cycle Fluctuations (2012)Predictably Unequal? The Effects of Machine Learning on Credit Markets (2021)Conditional logit analysis of qualitative choice behavior (1972)The Effect of Audit Quality on Earnings Management* (1998)The Cost of Capital, Corporation Finance and the Theory of Investment (1958)EFFICIENT CAPITAL MARKETS: A REVIEW OF THEORY AND EMPIRICAL WORK* (1970)The Pricing of Options and Corporate Liabilities (1973)Option pricing when underlying stock returns are discontinuous (1976)The valuation of options for alternative stochastic processes (1976)An equilibrium characterization of the term structure (1977)Managerial incentives and risk-taking☆ (2005)How does financial reporting quality relate to investment efficiency? (2009)The impact of corporate social responsibility on the cost of bank loans (2010)Hazardous Times for Monetary Policy: What Do Twenty-Three Million Bank Loans Say About the Effects of Monetary Policy on Credit Risk-Taking? (2014)Modeling Term Structures of Defaultable Bonds (1999)
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References

  • 1968FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY14,869 cited
  • 1974ON THE PRICING OF CORPORATE DEBT: THE RISK STRUCTURE OF INTEREST RATES*10,779 cited
  • 1980Financial Ratios and the Probabilistic Prediction of Bankruptcy6,005 cited
  • 1966Financial Ratios As Predictors of Failure4,753 cited
  • 1984Methodological Issues Related to the Estimation of Financial Distress Prediction Models2,889 cited
  • 2001Forecasting Bankruptcy More Accurately: A Simple Hazard Model2,655 cited
  • 2008Forecasting Default with the Merton Distance to Default Model2,220 cited
  • 1977ZETATM analysis A new model to identify bankruptcy risk of corporations1,812 cited
  • 2004Assessing the Probability of Bankruptcy1,357 cited
  • 2006Multi-period corporate default prediction with stochastic covariates973 cited
  • 2017Deep learning networks for stock market analysis and prediction: Methodology, data representations, and case studies833 cited
  • 2004Bankruptcy Prediction with Industry Effects810 cited
  • 1999Artificial neural networks in bankruptcy prediction: General framework and cross-validation analysis677 cited
  • 2003Credit Risk : Pricing, Measurement, and Management587 cited
  • 2007

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Using neural network ensembles for bankruptcy prediction and credit scoring
514 cited
  • 2005Have Financial Statements Become Less Informative? Evidence from the Ability of Financial Ratios to Predict Bankruptcy491 cited
  • Cited by

    • 2023RETRACTED ARTICLE: Explainable AI Model for Recognizing Financial Crisis Roots Based on Pigeon Optimization and Gradient Boosting Model22 cited
    • 2024Examining the ability of big data analytics to investigate financial reporting quality: a comprehensive bibliometric analysis22 cited