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

Yıl 2005, Cilt: 18 Sayı: 3, 355 - 364, 13.08.2010

Hasan Bal H. Hasan Örkçü

Öz

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.

Anahtar Kelimeler

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

Kaynakça

  • 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).

Yıl 2005, Cilt: 18 Sayı: 3, 355 - 364, 13.08.2010

Hasan Bal H. Hasan Örkçü

Öz

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

Anahtar Kelimeler

Sınıflandırma Diskiriminant Analizi Veri Zarflama Analizi çok kriterli karar verme etkinlik

Kaynakça

  • 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).
Toplam 7 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Bölüm Statistics
Yazarlar

Hasan Bal Bu kişi benim

H. Hasan Örkçü

Yayımlanma Tarihi 13 Ağustos 2010
Yayımlandığı Sayı Yıl 2005 Cilt: 18 Sayı: 3

Kaynak Göster

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. Ağustos 2010;18(3):355-364.
Chicago Bal, Hasan, ve 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, sy. 3 (Ağustos 2010): 355-64.
EndNote Bal H, Örkçü HH (01 Ağustos 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 ve 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, c. 18, sy. 3, ss. 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 (Ağustos 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 ve 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, c. 18, sy. 3, 2010, ss. 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.