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Corporate financial distress prediction: a machine learning approach in the era of big data
16 references·0 citing·31 second hop
Corporate financial distress prediction: a machine learning approach in the era of big data (2025)Corporate financial distress prediction: …Machine learning models and bankruptcy prediction (2017)Machine learning models and b…In Search of Distress Risk (2008)In Search of Distress RiskBankruptcy prediction in banks and firms via statistical and intelligent techniques – A review (2006)Bankruptcy prediction in bank…35 years of studies on business failure: an overview of the classic statistical methodologies and their related problems (2005)35 years of studies on busine…Assessing the Probability of Bankruptcy (2004)Assessing the Probability of …Forecasting Bankruptcy More Accurately: A Simple Hazard Model (2001)Forecasting Bankruptcy More A…BANKRUPTCY AND CORPORATE GOVERNANCE: THE IMPACT OF BOARD COMPOSITION AND STRUCTURE. (1994)BANKRUPTCY AND CORPORATE GOVE…Firm Resources and Sustained Competitive Advantage (1991)Firm Resources and Sustained …Methodological Issues Related to the Estimation of Financial Distress Prediction Models (1984)Methodological Issues Related…Threat Rigidity Effects in Organizational Behavior: A Multilevel Analysis (1981)Threat Rigidity Effects in Or…On the Measurement of Organizational Slack (1981)On the Measurement of Organiz…Financial Ratios and the Probabilistic Prediction of Bankruptcy (1980)Financial Ratios and the Prob…An Empirical Test of Financial Ratio Analysis for Small Business Failure Prediction (1972)An Empirical Test of Financia…A Discriminant Analysis of Predictors of Business Failure (1972)A Discriminant Analysis of Pr…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…Limited-dependent and qualitative variables in econometrics (1983)Do Managers Withhold Bad News? (2008)Conditional logit analysis of qualitative choice behavior (1972)The Effect of Audit Quality on Earnings Management* (1998)An introduction to cybernetics (1956)The Logic of Collective Action. (1966)Managing Legitimacy: Strategic and Institutional Approaches (1995)The need to belong: Desire for interpersonal attachments as a fundamental human motivation. (1995)Psychological Safety and Learning Behavior in Work Teams (1999)External Control of Organizations: Resource Dependence Perspective (2011)The Pricing of Options and Corporate Liabilities (1973)Multi-period corporate default prediction with stochastic covariates (2006)Forecasting Default with the Merton Distance to Default Model (2008)The impact of corporate social responsibility on the cost of bank loans (2010)Editor's Choice Digesting Anomalies: An Investment ApproachAdvances in prospect theory: Cumulative representation of uncertainty (1992)Common risk factors in the returns on stocks and bonds (1993)On Persistence in Mutual Fund Performance (1997)Digesting Anomalies: An Investment Approach (2012)A resource‐based view of the firm (1984)Asset Stock Accumulation and Sustainability of Competitive Advantage (1989)Social Capital, Intellectual Capital, and the Organizational Advantage (1998)The Relational View: Cooperative Strategy and Sources of Interorganizational Competitive Advantage (1998)Dynamic capabilities: what are they? (2000)The Theory of Economic Development (2003)The robust beauty of improper linear models in decision making. (1979)A neural network model for bankruptcy prediction (1990)Credit rating analysis with support vector machines and neural networks: a market comparative study (2003)Managerial incentives and risk-taking☆ (2005)How does financial reporting quality relate to investment efficiency? (2009)Modeling Term Structures of Defaultable Bonds (1999)
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References

  • 1991Firm Resources and Sustained Competitive Advantage52,460 cited
  • 1968FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY14,869 cited
  • 1980Financial Ratios and the Probabilistic Prediction of Bankruptcy6,005 cited
  • 1966Financial Ratios As Predictors of Failure4,753 cited
  • 1981Threat Rigidity Effects in Organizational Behavior: A Multilevel Analysis3,637 cited
  • 1984Methodological Issues Related to the Estimation of Financial Distress Prediction Models2,889 cited
  • 2001Forecasting Bankruptcy More Accurately: A Simple Hazard Model2,655 cited
  • 2008In Search of Distress Risk2,232 cited
  • 2004Assessing the Probability of Bankruptcy1,357 cited
  • 1972A Discriminant Analysis of Predictors of Business Failure1,168 cited
  • 2006Bankruptcy prediction in banks and firms via statistical and intelligent techniques – A review1,068 cited
  • 1981On the Measurement of Organizational Slack1,046 cited
  • 2017Machine learning models and bankruptcy prediction952 cited
  • 1994BANKRUPTCY AND CORPORATE GOVERNANCE: THE IMPACT OF BOARD COMPOSITION AND STRUCTURE.884 cited
  • 200535 years of studies on business failure: an overview of the classic statistical methodologies and their related problems

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795 cited
  • 1972An Empirical Test of Financial Ratio Analysis for Small Business Failure Prediction767 cited
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