A PREFORMANCE ANALYSIS OF PARAMETRIC AND NONPARAMETRIC DISCRIMINANT APPROACHES TO BUSINESS DECISION MAKING
作者： Mo. A. Mahmood , Edwared C. Lawrence
DOI: 10.1111/J.1540-5915.1987.TB01524.X
关键词:
摘要: This paper empirically investigation the performance of four relatively new nonparametric techniques against different parameteric versions discriminant analysis. The models were constructed and analyzed using financial data drawn from 232 bankrupt nonbankrupt companies. Generally, approaches, with exception linear programming, performed as well or better than more traditional
utsystem.edu 参考文章(45)
Daniel Martin, Early warning of bank failure Journal of Banking and Finance. ,vol. 1, pp. 249- 276 ,(1977) , 10.1016/0378-4266(77)90022-X
ISMAEL G. DAMBOLENA, SARKIS J. KHOURY, Ratio Stability and Corporate Failure Journal of Finance. ,vol. 35, pp. 1017- 1026 ,(1980) , 10.1111/J.1540-6261.1980.TB03517.X
W. J. Conover, Ronald L. Iman, Rank Transformations as a Bridge between Parametric and Nonparametric Statistics The American Statistician. ,vol. 35, pp. 124- 129 ,(1981) , 10.1080/00031305.1981.10479327
Peter A. Lachenbruch, Cheryl Sneeringer, Lawrence T. Revo, Robustness of the linear and quadratic discriminant function to certain types of non‐normality Communications in Statistics. ,vol. 1, pp. 39- 56 ,(1973) , 10.1080/03610927308827006
O. Maurice Joy, John O. Tollefson, On the Financial Applications of Discriminant Analysis The Journal of Financial and Quantitative Analysis. ,vol. 10, pp. 723- 739 ,(1975) , 10.2307/2330267
HALINA FRYDMAN, EDWARD I. ALTMAN, DUEN-LI KAO, Introducing Recursive Partitioning for Financial Classification: The Case of Financial Distress Journal of Finance. ,vol. 40, pp. 269- 291 ,(1985) , 10.1111/J.1540-6261.1985.TB04949.X
Harold Bierman, Warren H. Hausman, The Credit Granting Decision Management Science. ,vol. 16, pp. 519- 532 ,(1970) , 10.1287/MNSC.16.8.B519
Carol A. Markowski, Edward P. Markowski, SOME DIFFICULTIES AND IMPROVEMENTS IN APPLYING LINEAR PROGRAMMING FORMULATIONS TO THE DISCRIMINANT PROBLEM Decision Sciences. ,vol. 16, pp. 237- 247 ,(1985) , 10.1111/J.1540-5915.1985.TB01677.X
R. A. FISHER, THE USE OF MULTIPLE MEASUREMENTS IN TAXONOMIC PROBLEMS Annals of Human Genetics. ,vol. 7, pp. 179- 188 ,(1936) , 10.1111/J.1469-1809.1936.TB02137.X
Edward I. Altman, Robert G. Haldeman, P. Narayanan, ZETATM analysis A new model to identify bankruptcy risk of corporations Journal of Banking and Finance. ,vol. 1, pp. 29- 54 ,(1977) , 10.1016/0378-4266(77)90017-6