A survey of business failures with an emphasis on prediction methods and industrial applications
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- Srinivasan, Venkat & Kim, Yong H, 1987. "Credit Granting: A Comparative Analysis of Classification Procedures," Journal of Finance, American Finance Association, vol. 42(3), pages 665-681, July.
- Appetiti, Sandro, 1984. "Identifying unsound firms in Italy : An attempt to use trend variables," Journal of Banking & Finance, Elsevier, vol. 8(2), pages 269-279, June.
- Zopounidis, C & Pouliezos, A & Yannacopoulos, D, 1992. "Designing a DSS for the Assessment of Company Performance and Viability," Computer Science in Economics & Management, Kluwer;Society for Computational Economics, vol. 5(1), pages 41-56, February.
- Tam, KY, 1991. "Neural network models and the prediction of bank bankruptcy," Omega, Elsevier, vol. 19(5), pages 429-445.
- Joy, O. Maurice & Tollefson, John O., 1975. "On the Financial Applications of Discriminant Analysis," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 10(5), pages 723-739, December.
- Molinero, C Mar & Ezzamel, M, 1991. "Multidimensional scaling applied to corporate failure," Omega, Elsevier, vol. 19(4), pages 259-274.
- Gupta, Mc & Huefner, Rj, 1972. "Cluster Analysis Study Of Financial Ratios And Industry Characteristics," Journal of Accounting Research, Wiley Blackwell, vol. 10(1), pages 77-95.
- Charles L. Merwin, 1942. "Financing Small Corporations in Five Manufacturing Industries, 1926–36," NBER Books, National Bureau of Economic Research, Inc, number merw42-1.
- Altman, Edward I., 1984. "The success of business failure prediction models : An international survey," Journal of Banking & Finance, Elsevier, vol. 8(2), pages 171-198, June.
- Izan, H. Y., 1984. "Corporate distress in Australia," Journal of Banking & Finance, Elsevier, vol. 8(2), pages 303-320, June.
- Scott, James, 1981. "The probability of bankruptcy: A comparison of empirical predictions and theoretical models," Journal of Banking & Finance, Elsevier, vol. 5(3), pages 317-344, September.
- von Stein, Johann Heinrich & Ziegler, Werner, 1984. "The prognosis and surveillance of risks from commercial credit borrowers," Journal of Banking & Finance, Elsevier, vol. 8(2), pages 249-268, June.
- Warner, Jerold B, 1977. "Bankruptcy Costs: Some Evidence," Journal of Finance, American Finance Association, vol. 32(2), pages 337-347, May.
- Houghton, Ka & Sengupta, R, 1984. "The Effect Of Prior Probability Disclosure And Information Set Construction On Bankers Ability To Predict Failure," Journal of Accounting Research, Wiley Blackwell, vol. 22(2), pages 768-775.
- Eisenbeis, Robert A., 1978.
"Problems in applying discriminant analysis in credit scoring models,"
Journal of Banking & Finance, Elsevier, vol. 2(3), pages 205-219, October.
- Robert A. Eisenbeis, 1978. "Problems in applying discriminant analysis in credit scoring models," Staff Studies 94, Board of Governors of the Federal Reserve System (U.S.).
- Marais, Ml & Patell, Jm & Wolfson, Ma, 1984. "The Experimental-Design Of Classification Models - An Application Of Recursive Partitioning And Bootstrapping To Commercial Bank Loan Classifications," Journal of Accounting Research, Wiley Blackwell, vol. 22, pages 87-114.
- Deakin, Eb, 1972. "Discriminant Analysis Of Predictors Of Business Failure," Journal of Accounting Research, Wiley Blackwell, vol. 10(1), pages 167-179.
- Kar Yan Tam & Melody Y. Kiang, 1992. "Managerial Applications of Neural Networks: The Case of Bank Failure Predictions," Management Science, INFORMS, vol. 38(7), pages 926-947, July.
- Mareschal, B. & Brans, J. P., 1991.
"BANKADVISER: An industrial evaluation system,"
European Journal of Operational Research, Elsevier, vol. 54(3), pages 318-324, October.
- Bertrand Mareschal & Jean Pierre Brans, 1991. "BANK ADVISER: an industrial evaluation system," ULB Institutional Repository 2013/9335, ULB -- Universite Libre de Bruxelles.
- Keasey, K & McGuinness, P & Short, H, 1990. "Multilogit approach to predicting corporate failure--Further analysis and the issue of signal consistency," Omega, Elsevier, vol. 18(1), pages 85-94.
- Luoma, M & Laitinen, EK, 1991. "Survival analysis as a tool for company failure prediction," Omega, Elsevier, vol. 19(6), pages 673-678.
- Marinus J. Bouwman, 1983. "Human Diagnostic Reasoning by Computer: An Illustration from Financial Analysis," Management Science, INFORMS, vol. 29(6), pages 653-672, June.
- Takahashi, Kichinosuke & Kurokawa, Yukiharu & Watase, Kazunori, 1984. "Corporate bankruptcy prediction in Japan," Journal of Banking & Finance, Elsevier, vol. 8(2), pages 229-247, June.
- Jean-François Malécot, 1991. "Analyses théoriques des défaillances d'entreprises : Une revue de la littérature," Revue d'Économie Financière, Programme National Persée, vol. 19(4), pages 205-227.
- Peel, MJ & Peel, DA & Pope, PF, 1986. "Predicting corporate failure-- Some results for the UK corporate sector," Omega, Elsevier, vol. 14(1), pages 5-12.
- Chalos, P, 1985. "Financial Distress - A Comparative-Study Of Individual, Model, And Committee Assessments," Journal of Accounting Research, Wiley Blackwell, vol. 23(2), pages 527-543.
- Beaver, Wh, 1966. "Financial Ratios As Predictors Of Failure," Journal of Accounting Research, Wiley Blackwell, vol. 4, pages 71-111.
- Sadahiko Suzuki & Richard W Wright, 1985. "Financial Structure and Bankruptcy Risk in Japanese Companies," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 16(1), pages 97-110, March.
- Lane, Sylvia, 1972. "Submarginal Credit Risk Classification," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 7(1), pages 1379-1385, January.
- Houghton, Ka, 1984. "Accounting Data And The Prediction Of Business Failure - The Setting Of Priors And The Age Of Data," Journal of Accounting Research, Wiley Blackwell, vol. 22(1), pages 361-368.
- Martikainen, Teppo & Ankelo, Timo, 1991. "On the instability of financial patterns of failed firms and the predictability of corporate failure," Economics Letters, Elsevier, vol. 35(2), pages 209-214, February.
- Edmister, Robert O., 1972. "An Empirical Test of Financial Ratio Analysis for Small Business Failure Prediction," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 7(2), pages 1477-1493, March.
- Altman, Edward I. & Haldeman, Robert G. & Narayanan, P., 1977. "ZETATM analysis A new model to identify bankruptcy risk of corporations," Journal of Banking & Finance, Elsevier, vol. 1(1), pages 29-54, June.
- Freed, Ned & Glover, Fred, 1981. "Simple but powerful goal programming models for discriminant problems," European Journal of Operational Research, Elsevier, vol. 7(1), pages 44-60, May.
- Edward I. Altman, 1968. "Financial Ratios, Discriminant Analysis And The Prediction Of Corporate Bankruptcy," Journal of Finance, American Finance Association, vol. 23(4), pages 589-609, September.
- Beaver, Wh, 1968. "Market Prices, Financial Ratios, And Prediction Of Failure," Journal of Accounting Research, Wiley Blackwell, vol. 6(2), pages 179-192.
- Wilcox, Jw, 1971. "Simple Theory Of Financial Ratios As Predictors Of Failure," Journal of Accounting Research, Wiley Blackwell, vol. 9(2), pages 389-345.
- Markowski, Carol A. & Markowski, Edward P., 1987. "An experimental comparison of several approaches to the discriminant problem with both qualitative and quantitative variables," European Journal of Operational Research, Elsevier, vol. 28(1), pages 74-78, January.
- Diakoulaki, D & Mavrotas, G & Papayannakis, L, 1992. "A multicriteria approach for evaluating the performance of industrial firms," Omega, Elsevier, vol. 20(4), pages 467-474, July.
- Mensah, Ym, 1984. "An Examination Of The Stationarity Of Multivariate Bankruptcy Prediction Models - A Methodological Study," Journal of Accounting Research, Wiley Blackwell, vol. 22(1), pages 380-395.
- Martin, Daniel, 1977. "Early warning of bank failure : A logit regression approach," Journal of Banking & Finance, Elsevier, vol. 1(3), pages 249-276, November.
- Meyer, Paul A & Pifer, Howard W, 1970. "Prediction of Bank Failures," Journal of Finance, American Finance Association, vol. 25(4), pages 853-868, September.
- Micha, Bernard, 1984. "Analysis of business failures in France," Journal of Banking & Finance, Elsevier, vol. 8(2), pages 281-291, June.
- Laitinen, Ek, 1993. "Financial predictors for different phases of the failure process," Omega, Elsevier, vol. 21(2), pages 215-228, March.
- Dambolena, Ismael G & Khoury, Sarkis J, 1980. "Ratio Stability and Corporate Failure," Journal of Finance, American Finance Association, vol. 35(4), pages 1017-1026, September.
- Santomero, Anthony M. & Vinso, Joseph D., 1977. "Estimating the probability of failure for commercial banks and the banking system," Journal of Banking & Finance, Elsevier, vol. 1(2), pages 185-205, October.
- Siskos, Jean & Wascher, Gerhard & Winkels, Heinz-Michael, 1984. "Outranking approaches versus MAUT in MCDM," European Journal of Operational Research, Elsevier, vol. 16(2), pages 270-271, May.
- Taffler, Richard J., 1984. "Empirical models for the monitoring of UK corporations," Journal of Banking & Finance, Elsevier, vol. 8(2), pages 199-227, June.
- Libby, R, 1975. "Accounting Ratios And Prediction Of Failure - Some Behavioral Evidence," Journal of Accounting Research, Wiley Blackwell, vol. 13(1), pages 150-161.
- Edward I. Altman, 1968. "The Prediction Of Corporate Bankruptcy: A Discriminant Analysis," Journal of Finance, American Finance Association, vol. 23(1), pages 193-194, March.
- Ohlson, Ja, 1980. "Financial Ratios And The Probabilistic Prediction Of Bankruptcy," Journal of Accounting Research, Wiley Blackwell, vol. 18(1), pages 109-131.
- Zmijewski, Me, 1984. "Methodological Issues Related To The Estimation Of Financial Distress Prediction Models," Journal of Accounting Research, Wiley Blackwell, vol. 22, pages 59-82.
- Altman, Edward I. & Eisenbeis, Robert A., 1978. "Financial Applications of Discriminant Analysis: A Clarification," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 13(1), pages 185-195, March.
- Eisenbeis, Robert A, 1977. "Pitfalls in the Application of Discriminant Analysis in Business, Finance, and Economics," Journal of Finance, American Finance Association, vol. 32(3), pages 875-900, June.
- Hamer, Michelle M., 1983. "Failure prediction: Sensitivity of classification accuracy to alternative statistical methods and variable sets," Journal of Accounting and Public Policy, Elsevier, vol. 2(4), pages 289-307.
- Laitinen, Erkki K., 1992. "Prediction of failure of a newly founded firm," Journal of Business Venturing, Elsevier, vol. 7(4), pages 323-340, July.
- Srinivasan, Venkat & Ruparel, Bharat, 1990. "CGX: An expert support system for credit granting," European Journal of Operational Research, Elsevier, vol. 45(2-3), pages 293-308, April.
- Collins, Robert A. & Green, Richard D., 1982. "Statistical methods for bankruptcy forecasting," Journal of Economics and Business, Elsevier, vol. 34(4), pages 349-354.
- Frydman, Halina & Altman, Edward I & Kao, Duen-Li, 1985. "Introducing Recursive Partitioning for Financial Classification: The Case of Financial Distress," Journal of Finance, American Finance Association, vol. 40(1), pages 269-291, March.
- Zanakis, Stelios H. & Walter, Gary A., 1994. "Discriminant characteristics of US banks acquired with or without federal assistance," European Journal of Operational Research, Elsevier, vol. 77(3), pages 440-465, September.
- William F. Messier, Jr. & James V. Hansen, 1988. "Inducing Rules for Expert System Development: An Example Using Default and Bankruptcy Data," Management Science, INFORMS, vol. 34(12), pages 1403-1415, December.
- Altman, Edward I, 1969. "Corporate Bankruptcy Potential, Stockholder Returns and Share Valuation," Journal of Finance, American Finance Association, vol. 24(5), pages 887-900, December.
- Tamari, Meir, 1984. "The use of a bankruptcy forecasting model to analyze corporate behavior in Israel," Journal of Banking & Finance, Elsevier, vol. 8(2), pages 293-302, June.
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