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Volumn 36, Issue 2 PART 2, 2009, Pages 3199-3207

A genetic programming model for bankruptcy prediction: Empirical evidence from Iran

Author keywords

Bankruptcy prediction; Financial ratios; Genetic Programming; Iranian companies; Multiple discriminant analysis

Indexed keywords

DISCRIMINANT ANALYSIS; FORECASTING; GENETIC ALGORITHMS;

EID: 56749173517     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2008.01.012     Document Type: Article
Times cited : (105)

References (45)
  • 1
    • 84980104458 scopus 로고
    • Financial ratios, discriminant analysis and the prediction of corporate bankruptcy
    • Altman E.I. Financial ratios, discriminant analysis and the prediction of corporate bankruptcy. Journal of Finance 23 4 (1968) 589-609
    • (1968) Journal of Finance , vol.23 , Issue.4 , pp. 589-609
    • Altman, E.I.1
  • 4
    • 43949151078 scopus 로고
    • Corporate distress diagnosis: Comparisons using linear discriminant analysis and neural networks (the Italian experience)
    • Altman E.I., Marco G., and Varetto F. Corporate distress diagnosis: Comparisons using linear discriminant analysis and neural networks (the Italian experience). Journal of Banking and Finance 18 (1994) 505-529
    • (1994) Journal of Banking and Finance , vol.18 , pp. 505-529
    • Altman, E.I.1    Marco, G.2    Varetto, F.3
  • 5
    • 33644915033 scopus 로고    scopus 로고
    • Predicting corporate bankruptcy: Where we stand?
    • Aziz M.A., and Dar H.A. Predicting corporate bankruptcy: Where we stand?. Corporate Governance 6 1 (2006) 18-33
    • (2006) Corporate Governance , vol.6 , Issue.1 , pp. 18-33
    • Aziz, M.A.1    Dar, H.A.2
  • 6
    • 0002554419 scopus 로고
    • Financial ratios as predictors of failures, empirical research in accounting, selected studies
    • Beaver W. Financial ratios as predictors of failures, empirical research in accounting, selected studies. Supplement to the Journal of Accounting Research 5 4 (1966) 71-127
    • (1966) Supplement to the Journal of Accounting Research , vol.5 , Issue.4 , pp. 71-127
    • Beaver, W.1
  • 7
    • 0002520294 scopus 로고
    • Discriminating between reorganized and liquidated firms in bankruptcy
    • Casey M., Mc Gee V., and Stinkey C. Discriminating between reorganized and liquidated firms in bankruptcy. Accounting Review (1986) 249-262
    • (1986) Accounting Review , pp. 249-262
    • Casey, M.1    Mc Gee, V.2    Stinkey, C.3
  • 8
    • 0012580072 scopus 로고
    • Recognizing financial distress patterns using a neural network tool
    • Coats P.K., and Fant L.F. Recognizing financial distress patterns using a neural network tool. Financial Management 22 (1993) 142-155
    • (1993) Financial Management , vol.22 , pp. 142-155
    • Coats, P.K.1    Fant, L.F.2
  • 9
    • 0005328459 scopus 로고
    • Genetic algorithms for financial modeling
    • Deboeck G.J. (Ed), Wiley, NY
    • Colin A.M. Genetic algorithms for financial modeling. In: Deboeck G.J. (Ed). Trading on the edge (1994), Wiley, NY 148-173
    • (1994) Trading on the edge , pp. 148-173
    • Colin, A.M.1
  • 10
    • 0005250315 scopus 로고
    • Using GAs to optimize a trading system
    • Deboeck G.J. (Ed), Wiley, NY
    • Deboeck G.J. Using GAs to optimize a trading system. In: Deboeck G.J. (Ed). Trading on the edge (1994), Wiley, NY 174-188
    • (1994) Trading on the edge , pp. 174-188
    • Deboeck, G.J.1
  • 11
    • 0036079474 scopus 로고    scopus 로고
    • Discovering interesting classification rules, with genetic programming
    • De Falco I., Della Cioppa A., and Tarantino E. Discovering interesting classification rules, with genetic programming. Applied Soft Computing 1 (2002) 257-269
    • (2002) Applied Soft Computing , vol.1 , pp. 257-269
    • De Falco, I.1    Della Cioppa, A.2    Tarantino, E.3
  • 13
    • 0030143666 scopus 로고    scopus 로고
    • A survey of business failure with an emphasis on prediction methods and industrial application
    • Dimitras A.I., Zanakis S.H., and Zopounidis C. A survey of business failure with an emphasis on prediction methods and industrial application. European Journal of Operational Research 90 (1996) 487-513
    • (1996) European Journal of Operational Research , vol.90 , pp. 487-513
    • Dimitras, A.I.1    Zanakis, S.H.2    Zopounidis, C.3
  • 15
    • 33644929796 scopus 로고    scopus 로고
    • A logistic analysis of bankruptcy within the US local telecommunications industry
    • Foreman R.D. A logistic analysis of bankruptcy within the US local telecommunications industry. Journal of Economics and Business (2002) 1-32
    • (2002) Journal of Economics and Business , pp. 1-32
    • Foreman, R.D.1
  • 17
    • 0036148862 scopus 로고    scopus 로고
    • Analyzing bankruptcy in the restaurant industry: A multiple discriminant model
    • Gu Z. Analyzing bankruptcy in the restaurant industry: A multiple discriminant model. Hospitality Management 21 (2002) 25-42
    • (2002) Hospitality Management , vol.21 , pp. 25-42
    • Gu, Z.1
  • 19
    • 0001571041 scopus 로고
    • Failure prediction: sensitivity of classification accuracy to alternative statistical methods and variable sets
    • Hamer M.M. Failure prediction: sensitivity of classification accuracy to alternative statistical methods and variable sets. Journal of Accounting and Public Policy 2 (1983) 289-307
    • (1983) Journal of Accounting and Public Policy , vol.2 , pp. 289-307
    • Hamer, M.M.1
  • 21
    • 0031199479 scopus 로고    scopus 로고
    • Bankruptcy prediction using case-based reasoning, neural networks, and discriminant analysis
    • Jo H., Han I., and Lee H. Bankruptcy prediction using case-based reasoning, neural networks, and discriminant analysis. Expert Systems with Applications 13 2 (1997) 97-108
    • (1997) Expert Systems with Applications , vol.13 , Issue.2 , pp. 97-108
    • Jo, H.1    Han, I.2    Lee, H.3
  • 22
    • 0000641011 scopus 로고
    • Current techniques in bankruptcy prediction
    • Jones F.L. Current techniques in bankruptcy prediction. Journal of Accounting Literature 6 (1987) 131-164
    • (1987) Journal of Accounting Literature , vol.6 , pp. 131-164
    • Jones, F.L.1
  • 23
    • 0012744384 scopus 로고    scopus 로고
    • Predicting corporate financial distress: A time-series CUSUM methodology
    • Kahya E., and Theodossiou P. Predicting corporate financial distress: A time-series CUSUM methodology. Review of Quantitative Finance and Accounting 13 (1999) 323-345
    • (1999) Review of Quantitative Finance and Accounting , vol.13 , pp. 323-345
    • Kahya, E.1    Theodossiou, P.2
  • 24
    • 0004200962 scopus 로고
    • Sage Publications, London, Beverly Hills
    • Klecka W.R. Discriminant analysis (1985), Sage Publications, London, Beverly Hills
    • (1985) Discriminant analysis
    • Klecka, W.R.1
  • 27
    • 33846314346 scopus 로고    scopus 로고
    • Bankruptcy prediction in banks and firms via statistical and intelligent techniques - A review
    • Kumar P.R., and Ravi V. Bankruptcy prediction in banks and firms via statistical and intelligent techniques - A review. European Journal of Operational Research 180 1 (2007) 1-28
    • (2007) European Journal of Operational Research , vol.180 , Issue.1 , pp. 1-28
    • Kumar, P.R.1    Ravi, V.2
  • 29
    • 56749144806 scopus 로고    scopus 로고
    • Mahfoud, S., & Mani, G. (1995). Genetic algorithms for predicting individual stock performance. In Proceedings of the third international conference on artificial intelligence applications on wall street (pp. 174-181).
    • Mahfoud, S., & Mani, G. (1995). Genetic algorithms for predicting individual stock performance. In Proceedings of the third international conference on artificial intelligence applications on wall street (pp. 174-181).
  • 30
    • 0037117685 scopus 로고    scopus 로고
    • Genetic programming and rough sets: A hybrid approach to bankruptcy classification
    • McKee T.E., and Lensberg T. Genetic programming and rough sets: A hybrid approach to bankruptcy classification. European Journal of Operational Research 138 (2002) 436-451
    • (2002) European Journal of Operational Research , vol.138 , pp. 436-451
    • McKee, T.E.1    Lensberg, T.2
  • 31
    • 17844363481 scopus 로고    scopus 로고
    • Bankruptcy prediction using support vector machine with optimal choice of kernel function parameters
    • Min J.H., and Lee Y.C. Bankruptcy prediction using support vector machine with optimal choice of kernel function parameters. Expert Systems with Applications 28 (2005) 603-614
    • (2005) Expert Systems with Applications , vol.28 , pp. 603-614
    • Min, J.H.1    Lee, Y.C.2
  • 33
    • 0000666375 scopus 로고
    • Financial ratios and the probabilistic prediction of bankruptcy
    • Ohlson J.A. Financial ratios and the probabilistic prediction of bankruptcy. Journal of Accounting Research (1980) 109-131
    • (1980) Journal of Accounting Research , pp. 109-131
    • Ohlson, J.A.1
  • 34
    • 0036776641 scopus 로고    scopus 로고
    • A case-based reasoning with the feature weights derived by analytic hierarchy process for bankruptcy prediction
    • Park C., and Han I. A case-based reasoning with the feature weights derived by analytic hierarchy process for bankruptcy prediction. Expert Systems with Applications 23 3 (2002) 225-264
    • (2002) Expert Systems with Applications , vol.23 , Issue.3 , pp. 225-264
    • Park, C.1    Han, I.2
  • 35
    • 84934379606 scopus 로고
    • Choosing between logistic regression and discriminant analysis
    • Press S.J., and Wilson S. Choosing between logistic regression and discriminant analysis. Journal of American Statistics Association 73 (1978) 699-705
    • (1978) Journal of American Statistics Association , vol.73 , pp. 699-705
    • Press, S.J.1    Wilson, S.2
  • 37
    • 0003112429 scopus 로고    scopus 로고
    • Case-based reasoning supported by genetic algorithms for corporate bond rating
    • Shin K.S., and Han I. Case-based reasoning supported by genetic algorithms for corporate bond rating. Expert Systems with Applications 16 2 (1999) 85-95
    • (1999) Expert Systems with Applications , vol.16 , Issue.2 , pp. 85-95
    • Shin, K.S.1    Han, I.2
  • 38
    • 0036776357 scopus 로고    scopus 로고
    • A genetic algorithm application in bankruptcy prediction modeling
    • Shin K., and Lee Y. A genetic algorithm application in bankruptcy prediction modeling. Expert Systems with Applications 23 3 (2002) 321-328
    • (2002) Expert Systems with Applications , vol.23 , Issue.3 , pp. 321-328
    • Shin, K.1    Lee, Y.2
  • 39
    • 0000736992 scopus 로고
    • 'Tradeoffs in the choice between Logit and OLS for accounting choice studies
    • Stone M., and Rasp J. 'Tradeoffs in the choice between Logit and OLS for accounting choice studies. The Accounting Review 1 (1991) 170-178
    • (1991) The Accounting Review , Issue.1 , pp. 170-178
    • Stone, M.1    Rasp, J.2
  • 40
    • 0042277514 scopus 로고
    • Alternative models for assessing the financial condition of business in Greece
    • Theodossiou P.T. Alternative models for assessing the financial condition of business in Greece. Journal of Business Finance and Accounting 18 5 (1991) 697-720
    • (1991) Journal of Business Finance and Accounting , vol.18 , Issue.5 , pp. 697-720
    • Theodossiou, P.T.1
  • 41
    • 29744455079 scopus 로고    scopus 로고
    • A comparison of classification accuracy of four genetic programming-evolved intelligent structures
    • Tsakonas A. A comparison of classification accuracy of four genetic programming-evolved intelligent structures. Information Sciences 176 (2006) 691-724
    • (2006) Information Sciences , vol.176 , pp. 691-724
    • Tsakonas, A.1
  • 42
    • 0007687443 scopus 로고    scopus 로고
    • Genetic algorithms applications in the analysis of insolvency risk
    • Varetto F. Genetic algorithms applications in the analysis of insolvency risk. Journal of Banking and Finance 22 (1998) 1421-1439
    • (1998) Journal of Banking and Finance , vol.22 , pp. 1421-1439
    • Varetto, F.1
  • 43
    • 0039728134 scopus 로고
    • The significance of financial characteristics in predicting business failure: An analysis in the Greek context
    • Vranas A.S. The significance of financial characteristics in predicting business failure: An analysis in the Greek context. Foundations of Computing and Decision Sciences 17 4 (1992) 257-275
    • (1992) Foundations of Computing and Decision Sciences , vol.17 , Issue.4 , pp. 257-275
    • Vranas, A.S.1
  • 44
    • 84978567741 scopus 로고
    • Assessing the vulnerability to failure of American industrial firms: A logistic analysis
    • Zavgren C.V. Assessing the vulnerability to failure of American industrial firms: A logistic analysis. Journal of Banking and Finance 12 1 (1985) 19-45
    • (1985) Journal of Banking and Finance , vol.12 , Issue.1 , pp. 19-45
    • Zavgren, C.V.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.