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Methodological comparison between DEA (data envelopment analysis) and DEA–DA (discriminant analysis) from the perspective of bankruptcy assessment
16 references·16 citing·35 second hopsampled
Methodological comparison between DEA (data envelopment analysis) and DEA–DA (discriminant analysis) from the perspective of bankruptcy assessment (2008)Methodological comparison between DEA (da…Predicting corporate bankruptcy: where we stand? (2006)Predicting corporate bankrupt…Bankruptcy prediction in banks and firms via statistical and intelligent techniques – A review (2006)Bankruptcy prediction in bank…Tests of the generalizability of Altman's bankruptcy prediction model (2001)Tests of the generalizability…Pitfalls and protocols in DEA (2001)Pitfalls and protocols in DEARAM: A Range Adjusted Measure of Inefficiency for Use with Additive Models, and Relations to Other Models and Measures in DEA (1999)RAM: A Range Adjusted Measure…Debt, Leases, Taxes, and the Endogeneity of Corporate Tax Status (1998)Debt, Leases, Taxes, and the …DEVELOPMENT OF A CLASS OF STABLE PREDICTIVE VARIABLES: THE CASE OF BANKRUPTCY PREDICTION (1990)DEVELOPMENT OF A CLASS OF STA…Non‐Financial Symptoms and the Prediction of Small Company Failure: A Test of Argenti's Hypotheses (1987)Non‐Financial Symptoms and th…ASSESSING THE VULNERABILITY TO FAILURE OF AMERICAN INDUSTRIAL FIRMS: A LOGISTIC ANALYSIS (1985)ASSESSING THE VULNERABILITY T…A Further Empirical Investigation of the Bankruptcy Cost Question (1984)A Further Empirical Investiga…Financial Ratios and the Probabilistic Prediction of Bankruptcy (1980)Financial Ratios and the Prob…Measuring the efficiency of decision making units (1978)Measuring the efficiency of d…Bankruptcy Costs: Some Evidence (1977)Bankruptcy Costs: Some Eviden…BANKRUPTCY COSTS: SOME EVIDENCE (1977)BANKRUPTCY COSTS: SOME EVIDEN…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…Survey, classification and critical analysis of the literature on corporate bankruptcy and financial distress prediction (2024)Survey, classification and cr…Forecasting corporate failure using ensemble of self-organizing neural networks (2020)Forecasting corporate failure…Enhancing the Knowledge of Construction Business Failure: A Social Network Analysis Approach (2020)Enhancing the Knowledge of Co…Undesirable congestion under natural disposability and desirable congestion under managerial disposability in U.S. electric power industry measured by DEA environmental assessment (2016)Undesirable congestion under …Two alternative approaches for selecting performance measures in data envelopment analysis (2015)Two alternative approaches fo…Environmental assessment on coal-fired power plants in U.S. north-east region by DEA non-radial measurement (2015)Environmental assessment on c…DEA environmental assessment in time horizon: Radial approach for Malmquist index measurement on petroleum companies (2015)DEA environmental assessment …DEA environmental assessment on U.S. Industrial sectors: Investment for improvement in operational and environmental performance to attain corporate sustainability (2014)DEA environmental assessment …DEA window analysis for environmental assessment in a dynamic time shift: Performance assessment of U.S. coal-fired power plants (2013)DEA window analysis for envir…DEA environmental assessment in a time horizon: Malmquist index on fuel mix, electricity and CO2 of industrial nations (2013)DEA environmental assessment …Chinese companies distress prediction: an application of data envelopment analysis (2013)Chinese companies distress pr…Variables y Modelos Para La Identificación y Predicción Del Fracaso Empresarial: Revisión de La Investigación Empírica Reciente (2012)Variables y Modelos Para La I…Returns to Scale and Damages to Scale with Strong Complementary Slackness Conditions in DEA Assessment: Japanese Corporate Effort on Environment Protection (2012)Returns to Scale and Damages …Managerial efficiency in Taiwan bank branches: A network DEA (2012)Managerial efficiency in Taiw…A hybrid device for the solution of sampling bias problems in the forecasting of firms’ bankruptcy (2012)A hybrid device for the solut…DEA–DA for bankruptcy-based performance assessment: Misclassification analysis of Japanese construction industry (2008)DEA–DA for bankruptcy-based p…The Measurement of Productive Efficiency (1957)A slacks-based measure of efficiency in data envelopment analysis (2001)Measuring ecological efficiency with data envelopment analysis (DEA) (2001)Data envelopment analysis theory and techniques for economics and operations research (2004)Data Envelopment Analysis: History, Models, and Interpretations (2011)Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis (1984)Decisions with Multiple Objectives: Preferences and Value Tradeoffs. (1994)A survey of data envelopment analysis in energy and environmental studies (2007)Data envelopment analysis: Prior to choosing a model (2013)Does corporate social responsibility impact firms' innovation capacity? The indirect link between environmental & social governance implementation and innovation performance (2019)The Cost of Capital, Corporation Finance and the Theory of Investment (1958)Theory of the firm: Managerial behavior, agency costs and ownership structure (1976)Determinants of corporate borrowing (1977)Management turnover and financial distress (1989)Contagion and competitive intra-industry effects of bankruptcy announcements (1992)Do Tests of Capital Structure Theory Mean What They Say? (2007)Conditional logit analysis of qualitative choice behavior (1972)The Effect of Audit Quality on Earnings Management* (1998)Forecasting Bankruptcy More Accurately: A Simple Hazard Model (2001)Fuzzy sets (1965)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)Financial Distress Prediction in an International Context: A Review and Empirical Analysis of Altman's Z‐ Score Model (2016)CORPORATE INCOME TAXES AND THE COST OF CAPITAL: A CORRECTION (1963)Troubled debt restructurings (1990)Why Firms Use Currency Derivatives (1997)Methodological Issues Related to the Estimation of Financial Distress Prediction Models (1984)In Search of Distress Risk (2008)A Procedure for Ranking Efficient Units in Data Envelopment Analysis (1993)Managerial incentives and risk-taking☆ (2005)How does financial reporting quality relate to investment efficiency? (2009)Agency Costs, Net Worth, and Business Fluctuations : A Computable General Equilibrium Analysis (1996)The theory of financial intermediation (1997)How Big are the Tax Benefits of Debt? (1998)
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References

  • 1978Measuring the efficiency of decision making units29,755 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
  • 2001Pitfalls and protocols in DEA1,623 cited
  • 1977BANKRUPTCY COSTS: SOME EVIDENCE1,096 cited
  • 2006Bankruptcy prediction in banks and firms via statistical and intelligent techniques – A review1,068 cited
  • 1984A Further Empirical Investigation of the Bankruptcy Cost Question1,009 cited
  • 1977Bankruptcy Costs: Some Evidence879 cited
  • 1999RAM: A Range Adjusted Measure of Inefficiency for Use with Additive Models, and Relations to Other Models and Measures in DEA695 cited
  • 1998Debt, Leases, Taxes, and the Endogeneity of Corporate Tax Status595 cited
  • 1985ASSESSING THE VULNERABILITY TO FAILURE OF AMERICAN INDUSTRIAL FIRMS: A LOGISTIC ANALYSIS559 cited
  • 2006Predicting corporate bankruptcy: where we stand?402 cited
  • 2001Tests of the generalizability of Altman's bankruptcy prediction model360 cited
  • 1990DEVELOPMENT OF A CLASS OF STABLE PREDICTIVE VARIABLES: THE CASE OF BANKRUPTCY PREDICTION

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336 cited
  • 1987Non‐Financial Symptoms and the Prediction of Small Company Failure: A Test of Argenti's Hypotheses302 cited
  • Cited by

    • 2012Managerial efficiency in Taiwan bank branches: A network DEA130 cited
    • 2013DEA environmental assessment in a time horizon: Malmquist index on fuel mix, electricity and CO2 of industrial nations110 cited
    • 2013DEA window analysis for environmental assessment in a dynamic time shift: Performance assessment of U.S. coal-fired power plants107 cited
    • 2014DEA environmental assessment on U.S. Industrial sectors: Investment for improvement in operational and environmental performance to attain corporate sustainability99 cited
    • 2020Enhancing the Knowledge of Construction Business Failure: A Social Network Analysis Approach97 cited
    • 2008DEA–DA for bankruptcy-based performance assessment: Misclassification analysis of Japanese construction industry75 cited
    • 2015DEA environmental assessment in time horizon: Radial approach for Malmquist index measurement on petroleum companies74 cited
    • 2016Undesirable congestion under natural disposability and desirable congestion under managerial disposability in U.S. electric power industry measured by DEA environmental assessment71 cited
    • 2015Environmental assessment on coal-fired power plants in U.S. north-east region by DEA non-radial measurement65 cited
    • 2012A hybrid device for the solution of sampling bias problems in the forecasting of firms’ bankruptcy64 cited
    • 2012Returns to Scale and Damages to Scale with Strong Complementary Slackness Conditions in DEA Assessment: Japanese Corporate Effort on Environment Protection55 cited
    • 2015Two alternative approaches for selecting performance measures in data envelopment analysis55 cited
    • 2024Survey, classification and critical analysis of the literature on corporate bankruptcy and financial distress prediction53 cited
    • 2012Variables y Modelos Para La Identificación y Predicción Del Fracaso Empresarial: Revisión de La Investigación Empírica Reciente53 cited
    • 2013Chinese companies distress prediction: an application of data envelopment analysis49 cited
    • 2020Forecasting corporate failure using ensemble of self-organizing neural networks45 cited