Common weights for fully ranking decision making units by regression analysis

Expert Systems with Applications

Volumn 38, Issue 8, 2011, Pages 9122-9128

  Wang, Ying Ming ^a   Luo, Ying ^b   Lan, Yi Xin ^a  

^a FUZHOU UNIVERSITY   (China)

^b XIAMEN UNIVERSITY   (China)

Author keywords

Common weights; Data envelopment analysis; DEA ranking; Regression analysis; Target efficiency

Indexed keywords

COMMON SET OF WEIGHTS; COMMON WEIGHTS; DEA RANKING; DECISION MAKING UNIT; EXISTING METHOD; FULL RANKING; NEW MODEL; NONLINEAR REGRESSION MODELS; NUMERICAL EXAMPLE; POTENTIAL APPLICATIONS;

DATA ENVELOPMENT ANALYSIS; METAL ANALYSIS; REGRESSION ANALYSIS; STATISTICS;

DECISION MAKING;

EID: 79953707182     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2011.01.004     Document Type: Article

References (18)

1. T.R. Anderson, K. Hollingsworth, and L. Inman The fixed weighting nature of a cross-evaluation model Journal of Productivity Analysis 17 2002 249 255 (Pubitemid 37131028)
2. P. Andersen, and N.C. Petersen A procedure for ranking efficient units in data envelopment analysis Management Science 39 1993 1261 1264
3. R.D. Banker, and H. Chang The super-efficiency procedure for outlier identification, not for ranking efficient units European Journal of Operational Research 175 2 2006 1311 1320 (Pubitemid 44345094)
4. A. Charnes, W.W. Cooper, and E. Rhodes Measuring the efficiency of decision making units European Journal of Operational Research 2 1978 429 444 (Pubitemid 9402758)
5. J.R. Doyle, and R.H. Green Efficiency and cross-efficiency in DEA: Derivations, meanings and uses Journal of the Operational Research Society 45 1994 567 578
6. L. Friedman, and Z. Sinuany-Stern Scaling units via the canonical correlation analysis in the DEA context European Journal of Operational Research 100 3 1997 629 637 (Pubitemid 127392385)
7. J.A. Ganley, and S.A. Cubbin Public sector efficiency measurement: Applications of data envelopment analysis 1992 North-Holland Amsterdam
8. A. Hashimoto, and D.A. Wu A DEA-compromise programming model for comprehensive ranking Journal of the Operations Research Society of Japan 47 2 2004 73 81 (Pubitemid 39150682)
9. C. Kao, and H.T. Hung Data envelopment analysis with common weights: The compromise solution approach Journal of the Operational Research Society 56 2005 1196 1203 (Pubitemid 43090715)
10. F.H.F. Liu, and H.H. Peng Ranking of units on the DEA frontier with common weights Computers and Operations Research 35 5 2008 1624 1637
11. Y. Roll, W.D. Cook, and B. Golany Controlling factor weights in data envelopment analysis IIE Transactions 23 1991 2 9 (Pubitemid 21651737)
12. Y. Roll, and B. Golany Alternate methods of treating factor weights in DEA Omega 21 1993 99 109
13. T.L. Saaty The analytic hierarchy process 1980 McGraw-Hill New York
14. T.R. Sexton, R.H. Silkman, and A.J. Hogan Data envelopment analysis: Critique and extensions R.H. Silkman, Measuring efficiency: An assessment of data envelopment analysis 1986 Jossey-Bass San Francisco, CA 73 105
15. J. Shang, and T. Sueyoshi A unified framework for the selection of flexible manufacturing system European Journal of Operational Research 85 1995 297 315
16. Z. Sinuany-Stern, A. Mehrez, and A. Barboy Academic departments' efficiency in DEA Computers and Operations Research 21 5 1994 543 556
17. Z. Sinuany-Stern, and L. Friedman DEA and the discriminant analysis of ratios for ranking units European Journal of Operational Research 111 3 1998 470 478 (Pubitemid 128410906)
18. Y.M. Wang, Y. Luo, and L. Liang Ranking decision making units by imposing a minimum weight restriction in the data envelopment analysis Journal of Computational and Applied Mathematics 223 1 2009 469 484