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Machine Learning for Zombie Hunting: Predicting Distress from Firms' Accounts and Missing Values
16 references·0 citing·38 second hop
Machine Learning for Zombie Hunting: Predicting Distress from Firms' Accounts and Missing Values (2022)Machine Learning for Zombie Hunting: Pred…Capital Allocation and Productivity in South Europe* (2017)Capital Allocation and Produc…Identification Properties of Recent Production Function Estimators (2015)Identification Properties of …To Explain or to Predict? (2010)To Explain or to Predict?New Evidence on Measuring Financial Constraints: Moving Beyond the KZ Index (2010)New Evidence on Measuring Fin…Zombie Lending and Depressed Restructuring in Japan (2008)Zombie Lending and Depressed …The cost of capital, corporation finance and the theory of investment (2008)The cost of capital, corporat…Using neural network ensembles for bankruptcy prediction and credit scoring (2007)Using neural network ensemble…Unnatural Selection: Perverse Incentives and the Misallocation of Credit in Japan (2005)Unnatural Selection: Perverse…What Do We Know about Capital Structure? Some Evidence from International Data (1995)What Do We Know about Capital…Financing Constraints and Corporate Investment (1988)Financing Constraints and Cor…Financial Ratios and the Probabilistic Prediction of Bankruptcy (1980)Financial Ratios and the Prob…Forecasting: Methods and Applications. (1979)Forecasting: Methods and Appl…ON THE PRICING OF CORPORATE DEBT: THE RISK STRUCTURE OF INTEREST RATES* (1974)ON THE PRICING OF CORPORATE D…The Pricing of Options and Corporate Liabilities (1973)The Pricing of Options and Co…FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY (1968)FINANCIAL RATIOS, DISCRIMINAN…The Cost of Capital, Corporation Finance and the Theory of Investment (1958)The Cost of Capital, Corporat…Do Investment-Cash Flow Sensitivities Provide Useful Measures of Financing Constraints? (1997)The determinants and implications of corporate cash holdings (1999)Corporate social responsibility and access to finance (2013)The Economics of Disclosure and Financial Reporting Regulation: Evidence and Suggestions for Future Research (2016)Demand for green finance: Resolving financing constraints on green innovation in China (2021)Financial Ratios As Predictors of Failure (1966)Conditional logit analysis of qualitative choice behavior (1972)Methodological Issues Related to the Estimation of Financial Distress Prediction Models (1984)The Effect of Audit Quality on Earnings Management* (1998)Forecasting Bankruptcy More Accurately: A Simple Hazard Model (2001)CAPITAL ASSET PRICES: A THEORY OF MARKET EQUILIBRIUM UNDER CONDITIONS OF RISK* (1964)Theory of the firm: Managerial behavior, agency costs and ownership structure (1976)A Closed-Form Solution for Options with Stochastic Volatility with Applications to Bond and Currency Options (1993)Theory of rational option pricing (2005)Corporate Financing and Investment Decisions When Firms Have InformationThat Investors Do Not Have (1984)Financial Dependence and Growth (1996)Market Timing and Capital Structure (2002)Testing Trade-Off and Pecking Order Predictions About Dividends and Debt (2002)EFFICIENT CAPITAL MARKETS: A REVIEW OF THEORY AND EMPIRICAL WORK* (1970)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 General Theory of Employment, Interest and Money, by John Maynard Keynes (1936)The Theory of Investment Value, by John Burr Williams (1939)DISTRIBUTION OF INCOMES OF CORPORATIONS AMONG DIVIDENDS, RETAINED EARNINGS AND TAXES (1956)Law and Finance (1998)Investigating Causal Relations by Econometric Models and Cross-spectral Methods (1969)Specification Tests in Econometrics (1978)Common risk factors in the returns on stocks and bonds (1993)An updated and expanded assessment of PLS-SEM in information systems research (2017)When to use and how to report the results of PLS-SEM (2018)Predictive model assessment in PLS-SEM: guidelines for using PLSpredict (2019)The Capital Structure Puzzle (1984)A Survey of Corporate Governance (1997)Managerial incentives and risk-taking☆ (2005)How does financial reporting quality relate to investment efficiency? (2009)The Benefits of Lending Relationships: Evidence from Small Business Data (1994)Threshold effects in non-dynamic panels: Estimation, testing, and inference (1999)
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References

  • 1973The Pricing of Options and Corporate Liabilities29,064 cited
  • 1968FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY14,869 cited
  • 1958The Cost of Capital, Corporation Finance and the Theory of Investment14,575 cited
  • 1974ON THE PRICING OF CORPORATE DEBT: THE RISK STRUCTURE OF INTEREST RATES*11,052 cited
  • 2008The cost of capital, corporation finance and the theory of investment8,614 cited
  • 1980Financial Ratios and the Probabilistic Prediction of Bankruptcy6,005 cited
  • 2010New Evidence on Measuring Financial Constraints: Moving Beyond the KZ Index5,574 cited
  • 1988Financing Constraints and Corporate Investment5,566 cited
  • 2010To Explain or to Predict?3,127 cited
  • 1995What Do We Know about Capital Structure? Some Evidence from International Data2,443 cited
  • 2015Identification Properties of Recent Production Function Estimators2,259 cited
  • 2008Zombie Lending and Depressed Restructuring in Japan1,636 cited
  • 1979Forecasting: Methods and Applications.1,248 cited
  • 2017Capital Allocation and Productivity in South Europe*847 cited
  • 2005Unnatural Selection: Perverse Incentives and the Misallocation of Credit in Japan

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822 cited
  • 2007Using neural network ensembles for bankruptcy prediction and credit scoring514 cited
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