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COMBINING THE DISCRIMINANT ANALYSIS AND THE DATA ENVELOPMENT ANALYSIS IN VIEW OF MULTIPLE CRITERIA DECISION MAKING: A NEW MODEL

Year 2005, Volume: 18 Issue: 3, 355 - 364, 13.08.2010

Hasan Bal H. Hasan Örkçü

Abstract

ABSTRACT

In this paper, a new classification model which combines the discriminant analysis and the data envelopment analysis and bases on on the multicriteria decision making is developed. Our suggested model utilizes the relative efficiency concept of the data envelopment analysis in predicting group membership of units. The study is supported with an application which examines a few selected socioeconomic indicators of some member and candidate countries of European Union.

Keywords

Key Words: Classification Discriminant Analysis Data Envelopment Analysis multiple criteria decision making efficiency

References

  • Sueyoshi, T., "Extended DEA-Discriminant Analysis", European Journal of Operational Research , 131: 324- 351, (2001).
  • Retzlaff-Roberts, D.L., “A Data Envelopment Analysis approach to Discriminant Analysis”, Annals of Operational Research , 73: 299-321, (1997).
  • Glover, F., “Improved linear programming models for discriminant analysis”, Decision Sciences, 21: 771-785, (1990).
  • Cooper, W.W., Seiford, L.M., Tone, K., "Data Envelopment Analysis", Kluwer Academic Publishers, Boston, USA (2000).
  • Zeleny, M., “Multiple Criteria Decision Making”, McGraw-Hill, Newyork, USA, (1982).
  • Sayılarla Türkiye ve Avrupa Birliği, 1994-2000, D.İ.E Matbaası, Yayın No: 2516, Aralık 2001, Ankara.
  • World Development Report (2002).

Year 2005, Volume: 18 Issue: 3, 355 - 364, 13.08.2010

Hasan Bal H. Hasan Örkçü

Abstract

Bu çalışmada çok kriterli karar vermeye dayalı olarak, Diskriminant Analizi ile Veri Zarflama Analizi tekniklerinin birleştirildiği yeni bir sınıflama modeli geliştirilmiştir. Önerilen bu model, birimlerin grup üyeliklerinin belirlenmesinde Veri Zarflama Analizi tekniğindeki göreli etkinlik kavramından yararlanmaktadır. Çalışma, Avrupa Birliğine üye ve üye olmayan ülkelerin seçilmiş bazı sosyoekonomik göstergelerini inceleyen bir uygulama ile desteklenmiştir

Keywords

Sınıflandırma Diskiriminant Analizi Veri Zarflama Analizi çok kriterli karar verme etkinlik

References

  • Sueyoshi, T., "Extended DEA-Discriminant Analysis", European Journal of Operational Research , 131: 324- 351, (2001).
  • Retzlaff-Roberts, D.L., “A Data Envelopment Analysis approach to Discriminant Analysis”, Annals of Operational Research , 73: 299-321, (1997).
  • Glover, F., “Improved linear programming models for discriminant analysis”, Decision Sciences, 21: 771-785, (1990).
  • Cooper, W.W., Seiford, L.M., Tone, K., "Data Envelopment Analysis", Kluwer Academic Publishers, Boston, USA (2000).
  • Zeleny, M., “Multiple Criteria Decision Making”, McGraw-Hill, Newyork, USA, (1982).
  • Sayılarla Türkiye ve Avrupa Birliği, 1994-2000, D.İ.E Matbaası, Yayın No: 2516, Aralık 2001, Ankara.
  • World Development Report (2002).
There are 7 citations in total.

Details

Primary Language English
Journal Section Statistics
Authors

Hasan Bal This is me

H. Hasan Örkçü

Publication Date August 13, 2010
Published in Issue Year 2005 Volume: 18 Issue: 3

Cite

APA Bal, H., & Örkçü, H. H. (2010). COMBINING THE DISCRIMINANT ANALYSIS AND THE DATA ENVELOPMENT ANALYSIS IN VIEW OF MULTIPLE CRITERIA DECISION MAKING: A NEW MODEL. Gazi University Journal of Science, 18(3), 355-364.
AMA Bal H, Örkçü HH. COMBINING THE DISCRIMINANT ANALYSIS AND THE DATA ENVELOPMENT ANALYSIS IN VIEW OF MULTIPLE CRITERIA DECISION MAKING: A NEW MODEL. Gazi University Journal of Science. August 2010;18(3):355-364.
Chicago Bal, Hasan, and H. Hasan Örkçü. “COMBINING THE DISCRIMINANT ANALYSIS AND THE DATA ENVELOPMENT ANALYSIS IN VIEW OF MULTIPLE CRITERIA DECISION MAKING: A NEW MODEL”. Gazi University Journal of Science 18, no. 3 (August 2010): 355-64.
EndNote Bal H, Örkçü HH (August 1, 2010) COMBINING THE DISCRIMINANT ANALYSIS AND THE DATA ENVELOPMENT ANALYSIS IN VIEW OF MULTIPLE CRITERIA DECISION MAKING: A NEW MODEL. Gazi University Journal of Science 18 3 355–364.
IEEE H. Bal and H. H. Örkçü, “COMBINING THE DISCRIMINANT ANALYSIS AND THE DATA ENVELOPMENT ANALYSIS IN VIEW OF MULTIPLE CRITERIA DECISION MAKING: A NEW MODEL”, Gazi University Journal of Science, vol. 18, no. 3, pp. 355–364, 2010.
ISNAD Bal, Hasan - Örkçü, H. Hasan. “COMBINING THE DISCRIMINANT ANALYSIS AND THE DATA ENVELOPMENT ANALYSIS IN VIEW OF MULTIPLE CRITERIA DECISION MAKING: A NEW MODEL”. Gazi University Journal of Science 18/3 (August 2010), 355-364.
JAMA Bal H, Örkçü HH. COMBINING THE DISCRIMINANT ANALYSIS AND THE DATA ENVELOPMENT ANALYSIS IN VIEW OF MULTIPLE CRITERIA DECISION MAKING: A NEW MODEL. Gazi University Journal of Science. 2010;18:355–364.
MLA Bal, Hasan and H. Hasan Örkçü. “COMBINING THE DISCRIMINANT ANALYSIS AND THE DATA ENVELOPMENT ANALYSIS IN VIEW OF MULTIPLE CRITERIA DECISION MAKING: A NEW MODEL”. Gazi University Journal of Science, vol. 18, no. 3, 2010, pp. 355-64.
Vancouver Bal H, Örkçü HH. COMBINING THE DISCRIMINANT ANALYSIS AND THE DATA ENVELOPMENT ANALYSIS IN VIEW OF MULTIPLE CRITERIA DECISION MAKING: A NEW MODEL. Gazi University Journal of Science. 2010;18(3):355-64.