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Comparing classification accuracy of neural networks, binary logit regression and discriminant analysis for insolvency prediction of life insurers
14 references·1 citing·38 second hop
Comparing classification accuracy of neural networks, binary logit regression and discriminant analysis for insolvency prediction of life insurers (1995)Comparing classification accuracy of neur…National Association of Insurance Commissioners (2016)National Association of Insur…A Neural Network Method for Obtaining an Early Warning of Insurer Insolvency (1994)A Neural Network Method for O…Identifying Financial Distress in the Insurance Industry: A Synthesis of Methodological and Empirical Issues (1992)Identifying Financial Distres…Classifying Financial Distress in the Life Insurance Industry (1991)Classifying Financial Distres…Classifying Financial Distress in the Life Insurance Industry (1990)Classifying Financial Distres…Identifying Financial Distress: A New Nonparametric Approach (1989)Identifying Financial Distres…Inducing Rules for Expert System Development: An Example Using Default and Bankruptcy Data (1988)Inducing Rules for Expert Sys…Best's Ratings, Financial Ratios and Prior Probabilities in Insolvency Prediction (1988)Best's Ratings, Financial Rat…Introducing Recursive Partitioning for Financial Classification: The Case of Financial Distress (1985)Introducing Recursive Partiti…Application of Classification Techniques in Business, Banking and Finance. (1983)Application of Classification…Application of Classification Techniques in Business, Banking and Finance. (1983)Application of Classification…Discriminant Analysis, Classification Results, and Financially Distressed P-L Insurers (1977)Discriminant Analysis, Classi…Distributions of Financial Accounting Ratios: Some Empirical Evidence. (1976)Distributions of Financial Ac…FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY (1968)FINANCIAL RATIOS, DISCRIMINAN…Comparing Firm Failure Predictions Between Logit, KMV, and ZPP Models: Evidence from Taiwan’s Electronics Industry (2010)Comparing Firm Failure Predic…Financial Ratios As Predictors of Failure (1966)ZETATM analysis A new model to identify bankruptcy risk of corporations (1977)An application of the cox proportional hazards model to bank failure (1986)A survey of business failures with an emphasis on prediction methods and industrial applications (1996)Predicting corporate financial distress: Reflections on choice-based sample bias (2002)Experiments in induction (1966)Human Problem Solving (1972)Hybrid neural network models for bankruptcy predictions (1996)Dynamics of Modeling in Data Mining: Interpretive Approach to Bankruptcy Prediction (1999)50th Anniversary Article: The Evolution of Research on Information Systems: A Fiftieth-Year Survey of the Literature in Management Science (2004)A MULTIVARIATE STATISTICAL ANALYSIS OF THE CHARACTERISTICS OF PROBLEM BANKS (1975)The Determinants of Financial Health of Asian Insurance Companies (2004)The Solvency II Process: Overview and Critical Analysis (2007)Predicting bankruptcy using neural networks and other classification methods: The influence of variable selection techniques on model accuracy (2010)Conditional logit analysis of qualitative choice behavior (1972)Limited-dependent and qualitative variables in econometrics (1983)Determinants of Corporate Diversification: Evidence From the Property–Liability Insurance Industry (2011)Improving Access to Psychological Therapies (IAPT) in the United Kingdom: A systematic review and meta‐analysis of 10‐years of practice‐based evidence (2020)A Discriminant Analysis of Predictors of Business Failure (1972)Corporate financial distress : a complete guide to predicting, avoiding, and dealing with bankruptcy (1983)Using Best's Ratings in Life Insurer Insolvency Prediction (1994)Economic and Market Predictors of Insolvencies in the Property-Liability Insurance Industry (1995)Market Discipline in Property/Casualty Insurance: Evidence from Premium Growth Surrounding Changes in Financial Strength Ratings (2006)Empirical models for the monitoring of UK corporations (1984)Detecting falsified financial statements: a comparative study using multicriteria analysis and multivariate statistical techniques (2002)Firm, strategic group, and industry influences on performance (2006)Financial Ratios and the Probabilistic Prediction of Bankruptcy (1980)Managerial incentives and risk-taking☆ (2005)How does financial reporting quality relate to investment efficiency? 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References

  • 1968FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY14,869 cited
  • 1985Introducing Recursive Partitioning for Financial Classification: The Case of Financial Distress748 cited
  • 1988Inducing Rules for Expert System Development: An Example Using Default and Bankruptcy Data289 cited
  • 1983Application of Classification Techniques in Business, Banking and Finance.246 cited
  • 2016National Association of Insurance Commissioners208 cited
  • 1976Distributions of Financial Accounting Ratios: Some Empirical Evidence.174 cited
  • 1994A Neural Network Method for Obtaining an Early Warning of Insurer Insolvency164 cited
  • 1983Application of Classification Techniques in Business, Banking and Finance.120 cited
  • 1992Identifying Financial Distress in the Insurance Industry: A Synthesis of Methodological and Empirical Issues103 cited
  • 1988Best's Ratings, Financial Ratios and Prior Probabilities in Insolvency Prediction83 cited
  • 1991Classifying Financial Distress in the Life Insurance Industry80 cited
  • 1990Classifying Financial Distress in the Life Insurance Industry52 cited
  • 1989Identifying Financial Distress: A New Nonparametric Approach42 cited
  • 1977Discriminant Analysis, Classification Results, and Financially Distressed P-L Insurers30 cited

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Cited by

  • 2010Comparing Firm Failure Predictions Between Logit, KMV, and ZPP Models: Evidence from Taiwan’s Electronics Industry16 cited