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Bankruptcy prediction of financially stressed firms: an examination of the predictive accuracy of artificial neural networks
16 references·16 citing·40 second hopsampled
Bankruptcy prediction of financially stressed firms: an examination of the predictive accuracy of artificial neural networks (2001)Bankruptcy prediction of financially stre…Financial statement analysis (2007)Financial statement analysisCorporate Financial Distress and Bankruptcy (2005)Corporate Financial Distress …Bankruptcy prediction using neural networks (1994)Bankruptcy prediction using n…Accounting choice in troubled companies (1994)Accounting choice in troubled…A Reexamination of Auditor versus Model Accuracy within the Context of the Going‐Concern Opinion Decision* (1994)A Reexamination of Auditor ve…Forecasting with neural networks (1993)Forecasting with neural netwo…Neural Networks: A New Tool for Predicting Thrift Failures* (1992)Neural Networks: A New Tool f…Managerial Applications of Neural Networks: The Case of Bank Failure Predictions (1992)Managerial Applications of Ne…Troubled debt restructurings (1990)Troubled debt restructuringsCURRENT TECHNIQUES IN BANKRUPTCY PREDICTION (1987)CURRENT TECHNIQUES IN BANKRUP…Neuronal man : the biology of mind (1985)Neuronal man : the biology of…ASSESSING THE VULNERABILITY TO FAILURE OF AMERICAN INDUSTRIAL FIRMS: A LOGISTIC ANALYSIS (1985)ASSESSING THE VULNERABILITY T…The acoustics, speech, and signal processing society - A historical perspective (1984)The acoustics, speech, and si…Methodological Issues Related to the Estimation of Financial Distress Prediction Models (1984)Methodological Issues Related…On financial contracting (1979)On financial contractingFINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY (1968)FINANCIAL RATIOS, DISCRIMINAN…Company bankruptcy prediction framework based on the most influential features using XGBoost and stacking ensemble learning (2021)Company bankruptcy prediction…A three-stage dynamic model of financial distress (2018)A three-stage dynamic model o…The impact of multinationality on firm value: A comparative analysis of machine learning techniques (2013)The impact of multinationalit…Predicting financial distress of the South Korean manufacturing industries (2012)Predicting financial distress…A Comparative Study of Logit and Artificial Neural Networks in Predicting Bankruptcy in the Hospitality Industry (2012)A Comparative Study of Logit …Prediction of hotel bankruptcy using support vector machine, artificial neural network, logistic regression, and multivariate discriminant analysis (2010)Prediction of hotel bankruptc…Predict US Restaurant Firm Failures: The Artificial Neural Network Model versus Logistic Regression Model (2010)Predict US Restaurant Firm Fa…Forecasting stock exchange movements using neural networks: Empirical evidence from Kuwait (2010)Forecasting stock exchange mo…Predicting Korean lodging firm failures: An artificial neural network model along with a logistic regression model (2009)Predicting Korean lodging fir…A hybrid approach based on the combination of variable selection using decision trees and case-based reasoning using the Mahalanobis distance: For bankruptcy prediction (2009)A hybrid approach based on th…Modeling the efficiency of top Arab banks: A DEA–neural network approach (2007)Modeling the efficiency of to…Financial distress early warning based on group decision making (2007)Financial distress early warn…An integrative model with subject weight based on neural network learning for bankruptcy prediction (2007)An integrative model with sub…Financial distress prediction by a radial basis function network with logit analysis learning (2006)Financial distress prediction…Evaluating and forecasting banking crises through neural network models: An application for Turkish banking sector (2006)Evaluating and forecasting ba…A re-evaluation of auditors’ opinions versus statistical models in bankruptcy prediction (2006)A re-evaluation of auditors’ …Determinants of corporate borrowing (1977)Limited-dependent and qualitative variables in econometrics (1983)Monetary Policy and Credit Conditions: Evidence From the Composition of External Finance (1992)A Simple Approach to Valuing Risky Fixed and Floating Rate Debt (1995)The Modern Industrial Revolution, Exit, and the Failure of Internal Control Systems (1999)The Problem of Social Cost (1960)The Pricing of Options and Corporate Liabilities (1973)Theory of the firm: Managerial behavior, agency costs and ownership structure (1976)Corporate financing and investment decisions when firms have information that investors do not have (1984)Financial Intermediation and Delegated Monitoring (1984)A Survey of Corporate Governance (1997)Financial Ratios As Predictors of Failure (1966)Financial Ratios and the Probabilistic Prediction of Bankruptcy (1980)Forecasting Bankruptcy More Accurately: A Simple Hazard Model (2001)Do Managers Withhold Bad News? 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References

  • 1968FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY14,869 cited
  • 1979On financial contracting2,901 cited
  • 1984Methodological Issues Related to the Estimation of Financial Distress Prediction Models2,889 cited
  • 1992Managerial Applications of Neural Networks: The Case of Bank Failure Predictions1,121 cited
  • 1990Troubled debt restructurings1,096 cited
  • 2007Financial statement analysis1,022 cited
  • 1994Accounting choice in troubled companies855 cited
  • 2005Corporate Financial Distress and Bankruptcy759 cited
  • 1994Bankruptcy prediction using neural networks722 cited
  • 1985ASSESSING THE VULNERABILITY TO FAILURE OF AMERICAN INDUSTRIAL FIRMS: A LOGISTIC ANALYSIS559 cited
  • 1992Neural Networks: A New Tool for Predicting Thrift Failures*533 cited
  • 1993Forecasting with neural networks432 cited
  • 1987CURRENT TECHNIQUES IN BANKRUPTCY PREDICTION350 cited
  • 1994A Reexamination of Auditor versus Model Accuracy within the Context of the Going‐Concern Opinion Decision*318 cited
  • 1985Neuronal man : the biology of mind317 cited
  • 1984

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The acoustics, speech, and signal processing society - A historical perspective
308 cited

Cited by

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  • 2010Prediction of hotel bankruptcy using support vector machine, artificial neural network, logistic regression, and multivariate discriminant analysis117 cited
  • 2009A hybrid approach based on the combination of variable selection using decision trees and case-based reasoning using the Mahalanobis distance: For bankruptcy prediction116 cited
  • 2007Financial distress early warning based on group decision making98 cited
  • 2006Evaluating and forecasting banking crises through neural network models: An application for Turkish banking sector91 cited
  • 2009Predicting Korean lodging firm failures: An artificial neural network model along with a logistic regression model86 cited
  • 2013The impact of multinationality on firm value: A comparative analysis of machine learning techniques82 cited
  • 2012Predicting financial distress of the South Korean manufacturing industries75 cited
  • 2007An integrative model with subject weight based on neural network learning for bankruptcy prediction74 cited
  • 2006Financial distress prediction by a radial basis function network with logit analysis learning73 cited
  • 2006A re-evaluation of auditors’ opinions versus statistical models in bankruptcy prediction61 cited
  • 2010Predict US Restaurant Firm Failures: The Artificial Neural Network Model versus Logistic Regression Model60 cited
  • 2018A three-stage dynamic model of financial distress51 cited
  • 2021Company bankruptcy prediction framework based on the most influential features using XGBoost and stacking ensemble learning47 cited
  • 2012A Comparative Study of Logit and Artificial Neural Networks in Predicting Bankruptcy in the Hospitality Industry41 cited