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Machine learning in corporate credit rating assessment using the expanded audit report
16 references·0 citing·47 second hop
Machine learning in corporate credit rating assessment using the expanded audit report (2022)Machine learning in corporate credit rati…Financial Distress Prediction in an International Context: A Review and Empirical Analysis of Altman's Z‐ Score Model (2016)Financial Distress Prediction…Financial distress and bankruptcy prediction among listed companies using accounting, market and macroeconomic variables (2013)Financial distress and bankru…Like milk or wine: Does firm performance improve with age? (2012)Like milk or wine: Does firm …Financial crisis and the silence of the auditors (2009)Financial crisis and the sile…Recent developments in consumer credit risk assessment (2007)Recent developments in consum…Audit effort and earnings management (2007)Audit effort and earnings man…The effects of corporate governance on firms’ credit ratings (2006)The effects of corporate gove…Bankruptcy prediction in banks and firms via statistical and intelligent techniques – A review (2006)Bankruptcy prediction in bank…A Review of Bankruptcy Prediction Studies: 1930 to Present (2006)A Review of Bankruptcy Predic…Building credit scoring models using genetic programming (2005)Building credit scoring model…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…Credit rating analysis with support vector machines and neural networks: a market comparative study (2003)Credit rating analysis with s…Neural network credit scoring models (2000)Neural network credit scoring…Investor protection and corporate governance (2000)Investor protection and corpo…Corporate financial distress : a complete guide to predicting, avoiding, and dealing with bankruptcy (1983)Corporate financial distress …Auditor size and audit quality (1981)Auditor size and audit qualityLimited-dependent and qualitative variables in econometrics (1983)Earnings Management During Import Relief Investigations (1991)Performance matched discretionary accrual measures (2005)Relationship-Specific Investments and Earnings Management: Evidence on Corporate Suppliers and Customers (2008)Auditor Tenure and the Ability to Meet or Beat Earnings Forecasts* (2009)Audited Financial Reporting and Voluntary Disclosure as Complements: A Test of the Confirmation Hypothesis (2011)The Nature of the Firm (1937)The Market for "Lemons": Quality Uncertainty and the Market Mechanism (1970)The Pricing of Audit Services: Theory and Evidence (1980)Agency Problems and Residual Claims (1983)Causes and Consequences of Earnings Manipulation: An Analysis of Firms Subject to Enforcement Actions by the SEC* (1996)The Effect of Audit Quality on Earnings Management* (1998)A Discriminant Analysis of Predictors of Business Failure (1972)Managerial Applications of Neural Networks: The Case of Bank Failure Predictions (1992)Bankruptcy prediction using support vector machine with optimal choice of kernel function parameters (2005)Credit scoring with a data mining approach based on support vector machines (2006)Consumer credit-risk models via machine-learning algorithms (2010)Corporate distress diagnosis: Comparisons using linear discriminant analysis and neural networks (the Italian experience) (1994)Benchmarking state-of-the-art classification algorithms for credit scoring (2003)Fuzzy sets (1965)Measuring the efficiency of decision making units (1978)Fuzzy sets (1996)Assessing bank efficiency and performance with operational research and artificial intelligence techniques: A survey (2009)Using artificial neural network models in stock market index prediction (2011)The Problem of Social Cost (1960)Theory of the firm: Managerial behavior, agency costs and ownership structure (1976)Law and Finance (1998)Corporate Governance and Equity Prices (2003)Earnings management and investor protection: an international comparison (2003)Law, finance, and economic growth in China (2005)FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY (1968)Conditional logit analysis of qualitative choice behavior (1972)Financial Ratios and the Probabilistic Prediction of Bankruptcy (1980)Predicting financial distress and corporate failure: A review from the state-of-the-art definitions, modeling, sampling, and featuring approaches (2013)Financial ratios and corporate governance indicators in bankruptcy prediction: A comprehensive study (2016)Financial Ratios As Predictors of Failure (1966)Determinants and consequences of financial distress: review of the empirical literature (2018)Does corporate social responsibility reduce financial distress risk? (2020)Female directors, capital structure, and financial distress (2021)The Modern Industrial Revolution, Exit, and the Failure of Internal Control Systems (1993)A Survey of Corporate Governance (1997)Corporate Governance, Accounting Outcomes, and Organizational Performance (2007)Correcting for Cross-Sectional and Time-Series Dependence in Accounting Research (2010)The role of information and financial reporting in corporate governance and debt contracting (2010)ROLE OF INDIVIDUAL ATTACHMENTS IN THE DISSOLUTION OF INTERORGANIZATIONAL RELATIONSHIPS. (1992)International Business Cycles and the ERM: Is There a European Business Cycle? (1997)Does Auditor Industry Specialization Improve Audit Quality? (2013)
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References

  • 2000Investor protection and corporate governance6,847 cited
  • 1981Auditor size and audit quality5,862 cited
  • 2006The effects of corporate governance on firms’ credit ratings1,320 cited
  • 2006Bankruptcy prediction in banks and firms via statistical and intelligent techniques – A review1,068 cited
  • 2000Neural network credit scoring models1,032 cited
  • 2003Credit rating analysis with support vector machines and neural networks: a market comparative study1,017 cited
  • 2016Financial Distress Prediction in an International Context: A Review and Empirical Analysis of Altman's Z‐ Score Model843 cited
  • 200535 years of studies on business failure: an overview of the classic statistical methodologies and their related problems795 cited
  • 2007Audit effort and earnings management695 cited
  • 1983Corporate financial distress : a complete guide to predicting, avoiding, and dealing with bankruptcy561 cited
  • 2009Financial crisis and the silence of the auditors499 cited
  • 2007Recent developments in consumer credit risk assessment472 cited
  • 2013Financial distress and bankruptcy prediction among listed companies using accounting, market and macroeconomic variables453 cited
  • 2012Like milk or wine: Does firm performance improve with age?427 cited

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A Review of Bankruptcy Prediction Studies: 1930 to Present
397 cited
  • 2005Building credit scoring models using genetic programming356 cited
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