Data Envelopment Analysis Approach to Two-Group Classification Problems and an Experimental Comparison with some Classification Models

Yıl 2007, Cilt: 36 Sayı: 2, 169 - 180, 01.02.2007

H. Bal H. H. Örkcu

Anahtar Kelimeler

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Kaynakça

• Anderson, T. W. An Introduction to Multivariate Statistical Analysis (Wiley, New York, 1984)
• Bajgier, S. M. and Hill, A. V. An experimental comparison of statistical and linear program- ming approaches to the discriminant problem, Decision Sciences 13, 604–618, 1982.
• Charnes A, Cooper W. W. and Rhodes E. Measuring the efficiency of decision making units, European Journal of Operational Research 2, 429–444, 1978.
• Cooper, W. W., Seiford, L. M. and Tone, K. Data Envelopment Analysis (Kluwer Academic Publishers, Boston, 2000).
• Farrell M. J. The measurement of productivity efficiency, Journal of Royal Statistical Society, Series A, CXX, 253–287, 1957.
• Fred, N. and Glover, F. Simple but powerful goal programming formulations for the statistical discriminant problem, European Journal of Operational Research 7, 44–60, 1981.
• Fred, N. and Glover, F. A linear programming approach to the discriminant problem, Deci- sion Sciences 12, 68–74, 1981.
• Fred, N. and Glover, F. Evaluating alternative linear programming models to solve the two- group discriminant problem, Decision Sciences 17, 589–585, 1986.
• Glen, J. J. A comparison of standard and two-stage mathematical programming discriminant analysis methods, European Journal of Operational Research 171, 496–515, 2006.
• Glover, F. Improved linear programming models for discriminant analysis, Decision Sciences 21, 771–785, 1990.
• Koehler, G. J. and Erenguc, S. S. Minimizing misclassifications in linear discriminant anal- ysis, Decision Sciences 21, 63–85, 1990.
• Lam, KF., Choo, E. U. and Moy, J. W. Minimizing deviations from the group mean: A new linear programming approach for The two-group classification problem, European Journal of Operational Research 88, 358–367, 1996. [13] Lam, KF. and Moy, J. W. Improved linear programming formulations for the multi-group discriminant problem, Journal of Operational Research Society 47, 1526–1529, 1996.
• Lam, KF. and Moy, J. W. An experimental comparison of some recently developed linear programming approaches to the discriminant problem, Computers and Operations Research 24(7), 593–599, 1997.
• Lam, KF. and Moy, J. W. Combining discriminant methods in solving classification prob- lems in two-group discriminant analysis, European Journal of Operational Research 138, 294–301, 2002.
• Ragsdale, C. T. and Stam, A. Mathematical programming formulations for the discriminant problem: An old dog does new tricks, Decision Sciences 22, 296–307, 1991.
• Retzlaff-Roberts, D. L. Relating discriminant analysis and data envelopment analysis to one another, European Journal of Operational Research 23, 311–322, 1996.