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Volumn 30, Issue 3, 2006, Pages 415-425

Modelling sovereign credit ratings: Neural networks versus ordered probit

Author keywords

[No Author keywords available]

Indexed keywords

CALIBRATION; ECONOMIC AND SOCIAL EFFECTS; FINANCE; REGULATORY COMPLIANCE; SOCIETIES AND INSTITUTIONS;

EID: 30944444599     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2005.10.002     Document Type: Article
Times cited : (77)

References (43)
  • 2
    • 84980104458 scopus 로고
    • Financial ratios, discriminant analysis and the prediction of corporate bankruptcy
    • E.L. Altman Financial ratios, discriminant analysis and the prediction of corporate bankruptcy Journal of Finance 23 3 1968 589 609
    • (1968) Journal of Finance , vol.23 , Issue.3 , pp. 589-609
    • Altman, E.L.1
  • 3
    • 0031521799 scopus 로고    scopus 로고
    • Analyzing credit risk data: A comparison of logistic discrimination, classification tree analysis and feedforward networks
    • G. Arminger, D. Enache, and T. Banne Analyzing credit risk data: A comparison of logistic discrimination, classification tree analysis and feedforward networks Computational Statistics 12 2 1997 293 310
    • (1997) Computational Statistics , vol.12 , Issue.2 , pp. 293-310
    • Arminger, G.1    Enache, D.2    Banne, T.3
  • 6
    • 1942453666 scopus 로고    scopus 로고
    • Sovereign credit ratings methodology: An evaluation
    • Bhatia, A. V. (2002). Sovereign credit ratings methodology: An evaluation. IMF working paper WP/02/170.
    • (2002) IMF Working Paper , vol.WP-02-170
    • Bhatia, A.V.1
  • 7
    • 0000660584 scopus 로고
    • Politics and perceived country creditworthiness in international banking
    • T.L. Brewer, and P. Rivoli Politics and perceived country creditworthiness in international banking Journal of Money, Credit and Banking 22 1990 357 369
    • (1990) Journal of Money, Credit and Banking , vol.22 , pp. 357-369
    • Brewer, T.L.1    Rivoli, P.2
  • 11
    • 0033240930 scopus 로고    scopus 로고
    • Application of MLP networks to bond rating and house pricing
    • H. Daniels, and B. Kamp Application of MLP networks to bond rating and house pricing Neural Computing and Applications 8 1999 226 234
    • (1999) Neural Computing and Applications , vol.8 , pp. 226-234
    • Daniels, H.1    Kamp, B.2
  • 13
    • 29144443038 scopus 로고    scopus 로고
    • The relative importance of political and economic variables in creditworthiness ratings
    • April
    • Haque, N. U., Mark, N., & Mathieson D. J. (1998). The relative importance of political and economic variables in creditworthiness ratings, IMF working paper WP/98/46, April.
    • (1998) IMF Working Paper , vol.WP-98-46
    • Haque, N.U.1    Mark, N.2    Mathieson, D.J.3
  • 15
    • 0024880831 scopus 로고
    • Multilayer feedforward networks are universal approximators
    • K. Hornik, M. Stinchcombe, and H. White Multilayer feedforward networks are universal approximators Neural Networks 2 1989 359 366
    • (1989) Neural Networks , vol.2 , pp. 359-366
    • Hornik, K.1    Stinchcombe, M.2    White, H.3
  • 16
    • 0025627940 scopus 로고
    • Universal approximation of an unknown mapping and its derivatives using multilayer feedforward networks
    • K. Hornik, M. Stinchcombe, and H. White Universal approximation of an unknown mapping and its derivatives using multilayer feedforward networks Neural Networks 3 1990 551 560
    • (1990) Neural Networks , vol.3 , pp. 551-560
    • Hornik, K.1    Stinchcombe, M.2    White, H.3
  • 20
    • 0000018330 scopus 로고
    • Statistical models of bond ratings: A methodological inquiry
    • R.S. Kaplan, and G. Urwitz Statistical models of bond ratings: A methodological inquiry Journal of Business 52 2 1979 231 262
    • (1979) Journal of Business , vol.52 , Issue.2 , pp. 231-262
    • Kaplan, R.S.1    Urwitz, G.2
  • 21
    • 0027642166 scopus 로고
    • Expert systems for bond rating: A comparative analysis of statistical, rule-based and neural network systems
    • J.W. Kim, H.R. Weistroffer, and R.T. Redmond Expert systems for bond rating: A comparative analysis of statistical, rule-based and neural network systems Expert Systems 10 1993 167 188
    • (1993) Expert Systems , vol.10 , pp. 167-188
    • Kim, J.W.1    Weistroffer, H.R.2    Redmond, R.T.3
  • 24
    • 0010262349 scopus 로고
    • Relative importance of political instability and economic variables on perceived country creditworthiness
    • 4th Quarter
    • Lee, S. H. (1993). Relative importance of political instability and economic variables on perceived country creditworthiness. Journal of International Business Studies, 4th Quarter, 801-812.
    • (1993) Journal of International Business Studies , pp. 801-812
    • Lee, H.S.1
  • 25
    • 0030110988 scopus 로고    scopus 로고
    • Neural network prediction analysis: The bankruptcy case
    • M. Leshno, and Y. Spector Neural network prediction analysis: The bankruptcy case Neurocomputing 10 1996 125 147
    • (1996) Neurocomputing , vol.10 , pp. 125-147
    • Leshno, M.1    Spector, Y.2
  • 28
    • 0002787457 scopus 로고
    • Architecture selection strategies for neural networks: Application to corporate bond rating prediction
    • A.P. Refenes Wiley Chichester
    • J. Moody, and J. Utans Architecture selection strategies for neural networks: Application to corporate bond rating prediction A.P. Refenes Neural networks in the capital markets 1995 Wiley Chichester
    • (1995) Neural Networks in the Capital Markets
    • Moody, J.1    Utans, J.2
  • 29
    • 0032749972 scopus 로고    scopus 로고
    • Financial credit risk evaluation with neural and neurofuzzy systems
    • S. Piramuthu Financial credit risk evaluation with neural and neurofuzzy systems European Journal of Operational Research 112 1999 310 321
    • (1999) European Journal of Operational Research , vol.112 , pp. 310-321
    • Piramuthu, S.1
  • 31
    • 0036931175 scopus 로고    scopus 로고
    • Default, currency crises, and sovereign credit ratings
    • Reinhart, C. M. (2002). Default, currency crises, and sovereign credit ratings, NBER working paper no. W8738.
    • (2002) NBER Working Paper No. W8738 , vol.W8738
    • Reinhart, M.C.1
  • 32
    • 0003112429 scopus 로고    scopus 로고
    • Case-based reasoning supported by genetic algorithms for corporate bond rating
    • K. Shin, and I. Han Case-based reasoning supported by genetic algorithms for corporate bond rating Expert Systems with Applications 16 1999 85 95
    • (1999) Expert Systems with Applications , vol.16 , pp. 85-95
    • Shin, K.1    Han, I.2
  • 36
    • 84963217692 scopus 로고
    • The assessment of company solvency and performance using a statistical model
    • R. Taffler The assessment of company solvency and performance using a statistical model Accounting and Business Research 13 1983 295 307
    • (1983) Accounting and Business Research , vol.13 , pp. 295-307
    • Taffler, R.1
  • 37
    • 84997479670 scopus 로고
    • Managerial applications of neural networks: The case of bank failure predictions
    • K.Y. Tam, and M.Y. Kiang Managerial applications of neural networks: The case of bank failure predictions Management Science 38 1992 926 947
    • (1992) Management Science , vol.38 , pp. 926-947
    • Tam, K.Y.1    Kiang, M.Y.2
  • 38
    • 85070845541 scopus 로고    scopus 로고
    • Systematic differences in the determinants of foreign currency sovereign ratings by rating agency
    • School of Management, University of Southampton, UK
    • Trevino, L., & Thomas S. (2000a). Systematic differences in the determinants of foreign currency sovereign ratings by rating agency, discussion papers in accounting and management science 00-153, School of Management, University of Southampton, UK.
    • (2000) Discussion Papers in Accounting and Management Science 00-153
    • Trevino, L.1    Thomas, S.2
  • 39
    • 30944447070 scopus 로고    scopus 로고
    • The statistical determinants of local currency sovereign ratings
    • School of Management, University of Southampton, UK
    • Trevino, L., & Thomas S. (2000b). The statistical determinants of local currency sovereign ratings, discussion papers in accounting and management science 00-158, School of Management, University of Southampton, UK.
    • (2000) Discussion Papers in Accounting and Management Science 00-158
    • Trevino, L.1    Thomas, S.2
  • 40
    • 30944442058 scopus 로고    scopus 로고
    • Local versus foreign currency ratings: What determines sovereign transfer risk?
    • L. Trevino, and S. Thomas Local versus foreign currency ratings: What determines sovereign transfer risk? Journal of Fixed Income 11 1 2001 65 76
    • (2001) Journal of Fixed Income , vol.11 , Issue.1 , pp. 65-76
    • Trevino, L.1    Thomas, S.2
  • 42
    • 0009798653 scopus 로고    scopus 로고
    • Moody's Iinvestors Service Global Credit Research, special comment, March
    • Truglia, V. J. (1999). Moody's sovereign ratings: A ratings guide, Moody's Iinvestors Service Global Credit Research, special comment, March.
    • (1999) Moody's Sovereign Ratings: A Ratings Guide
    • Truglia, J.V.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.