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CREDIT-RISK ASSESSMENT USING SUPPORT VECTORS MACHINE AND MULTILAYER NEURAL NETWORK MODELS: A COMPARATIVE STUDY CASE OF A TUNISIAN BANK
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CREDIT-RISK ASSESSMENT USING SUPPORT VECTORS MACHINE AND MULTILAYER NEURAL NETWORK MODELS: A COMPARATIVE STUDY CASE OF A TUNISIAN BANK (2012)CREDIT-RISK ASSESSMENT USING SUPPORT VECT…Forecasting Default with the Merton Distance to Default Model (2008)Forecasting Default with the …Bankruptcy prediction using support vector machine with optimal choice of kernel function parameters (2005)Bankruptcy prediction using s…An application of support vector machines in bankruptcy prediction model (2004)An application of support vec…Bankruptcy prediction for credit risk using neural networks: A survey and new results (2001)Bankruptcy prediction for cre…Statistical Classification Methods in Consumer Credit Scoring: A Review (1997)Statistical Classification Me…Covenants and Collateral as Incentives to Monitor (1995)Covenants and Collateral as I…Collateral, loan quality and bank risk (1990)Collateral, loan quality and …Collateral and Rationing: Sorting Equilibria in Monopolistic and Competitive Credit Markets (1987)Collateral and Rationing: Sor…Screening vs. Rationing in Credit Markets with Imperfect Information (1985)Screening vs. Rationing in Cr…Financial Intermediation and Delegated Monitoring (1984)Financial Intermediation and …Credit Rationing in Markets with Imperfect Information (1981)Credit Rationing in Markets w…Financial Ratios and the Probabilistic Prediction of Bankruptcy (1980)Financial Ratios and the Prob…Optimal contracts and competitive markets with costly state verification (1979)Optimal contracts and competi…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…Increases in risk and in risk aversion (1974)Risk Sharing and Incentives in the Principal and Agent Relationship (1979)Corporate financing and investment decisions when firms have information that investors do not have (1984)Financial Dependence and Growth (1996)Equilibrium in Competitive Insurance Markets: An Essay on the Economics of Imperfect Information (1976)Imperfect Information, Uncertainty, and Credit Rationing (1976)The Consequences of the Dependence of Quality on Price (1987)Relationship Lending within a Bank-Based System: Evidence from European Small Business Data (2000)INFORMATIONAL ASYMMETRIES, FINANCIAL STRUCTURE, AND FINANCIAL INTERMEDIATION (1977)The Benefits of Lending Relationships: Evidence from Small Business Data (1994)Lending Relationships and Loan Contract Terms (2008)Creditor rights, information sharing, and bank risk taking (2010)Political Connections and the Cost of Bank Loans (2013)On the Pricing of Corporate Debt: The Risk Structure of Interest Rates (1974)Forecasting Bankruptcy More Accurately: A Simple Hazard Model (2001)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)The arbitrage theory of capital asset pricing (1976)Moral Hazard and Observability (1979)Bank Runs, Deposit Insurance, and Liquidity (1983)Financial Intermediation, Loanable Funds, and The Real Sector (1997)Theory of Value (1959)Essays in the Theory of Risk-Bearing. (1972)The Determination of Financial Structure: The Incentive-Signalling Approach (1977)Agency Costs, Net Worth, And Business Fluctuations (1988)Monitoring and Reputation: The Choice between Bank Loans and Directly Placed Debt (1991)Methodological Issues Related to the Estimation of Financial Distress Prediction Models (1984)In Search of Distress Risk (2008)Managerial incentives and risk-taking☆ (2005)How does financial reporting quality relate to investment efficiency? (2009)
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References

  • 1968FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY14,869 cited
  • 1981Credit Rationing in Markets with Imperfect Information12,762 cited
  • 1974ON THE PRICING OF CORPORATE DEBT: THE RISK STRUCTURE OF INTEREST RATES*10,779 cited
  • 1984Financial Intermediation and Delegated Monitoring8,393 cited
  • 1980Financial Ratios and the Probabilistic Prediction of Bankruptcy6,005 cited
  • 1966Financial Ratios As Predictors of Failure4,753 cited
  • 1979Optimal contracts and competitive markets with costly state verification3,201 cited
  • 2008Forecasting Default with the Merton Distance to Default Model2,220 cited
  • 1985Screening vs. Rationing in Credit Markets with Imperfect Information1,432 cited
  • 1995Covenants and Collateral as Incentives to Monitor1,179 cited
  • 1990Collateral, loan quality and bank risk1,174 cited
  • 1997Statistical Classification Methods in Consumer Credit Scoring: A Review1,039 cited
  • 1987Collateral and Rationing: Sorting Equilibria in Monopolistic and Competitive Credit Markets966 cited
  • 2005Bankruptcy prediction using support vector machine with optimal choice of kernel function parameters872 cited
  • 2004An application of support vector machines in bankruptcy prediction model

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809 cited
  • 2001Bankruptcy prediction for credit risk using neural networks: A survey and new results696 cited
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