SavedAdd your journal

Journals / Gazi University Journal of Science / 2026 / Volume: 18 Issue: 3

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

Hasan Bal
H. Hasan Örkçü
Pages
—
Publication Date
2010-08-13
DOI
—
🏛️Bibliographic metadata and full text access for this article are provided via DergiPark.
DergiPark Record ↗
✨

AI Summary & Key Takeaways

AI Insight
⚡ TL;DR(Too Long; Didn't Read)

The study is supported with an application which examines a few selected socioeconomic indicators of some member and candidate countries of European Union.

📌 3 Key Takeaways

🎯
Objective & Hypothesis: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.
📊
Key Findings & Data:Our suggested model utilizes the relative efficiency concept of the data envelopment analysis in predicting group membership of units.
💡
Conclusion & Impact:The study is supported with an application which examines a few selected socioeconomic indicators of some member and candidate countries of European Union.
🔬Design:Modeling & Simulation
📍Scope:Comprehensive Sample
⚙️Variables:Key Words: Classification · Discriminant Analysis · Data Envelopment Analysis

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.

Özet

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

🔖

Cite This Article

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, Volume: 18 Issue: 3. https://ajindex.com/articles/1270149

📄 Full Text PDF Viewer

📄

PDF görüntüleyici hazırlanıyor...

References (9)

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