Data Envelopment Analysis: Theory, Methodology, and ApplicationsAbraham Charnes, William W. Cooper, Arie Y. Lewin, Lawrence M. Seiford Springer Science & Business Media, 2013 M12 1 - 513 pages This book represents a milestone in the progression of Data Envelop ment Analysis (DEA). It is the first reference text which includes a comprehensive review and comparative discussion of the basic DEA models. The development is anchored in a unified mathematical and graphical treatment and includes the most important modeling ex tensions. In addition, this is the first book that addresses the actual process of conducting DEA analyses including combining DEA and 1 parametric techniques. The book has three other distinctive features. It traces the applications driven evolution and diffusion of DEA models and extensions across disciplinary boundaries. It includes a comprehensive bibliography to serve as a source of references as well as a platform for further develop ments. And, finally, the power of DEA analysis is demonstrated through fifteen novel applications which should serve as an inspiration for future applications and extensions of the methodology. The origin of this book was a Conference on New Uses of DEA in 2 Management and Public Policy which was held at the IC Institute of the University of Texas at Austin on September 27-29, 1989. The conference was made possible through NSF Grant #SES-8722504 (A. Charnes and 2 W. W. Cooper, co-PIs) and the support of the IC Institute. |
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Contents
Basic DEA Models | 23 |
Extensions to DEA Models | 49 |
Computational Aspects of DEA | 63 |
DEA Software Packages | 89 |
Analyzing Technical and Allocative Efficiency of Hospitals | 129 |
A Multiperiod Analysis of Market Segments and Brand Efficiency in | 145 |
On the Measurement and Monitoring of Relative Efficiency of Highway | 195 |
A Longitudinal Analysis | 211 |
15 | 285 |
16 | 310 |
17 | 329 |
18 | 346 |
19 | 365 |
Sensitivity Analysis of Efficiency Measures with Applications to Kansas | 393 |
21 | 425 |
Notes about Authors | 471 |
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Common terms and phrases
ABUD ABUD ABUD American League application approach ASSC ASSC ASSC average Banker BAVG BB/SO brand carriers CCR model chapter Charnes coefficients computational constraints convex combination Cooper cost Data Envelopment Analysis data set DEA models defined distribution Dominance Frontier dual efficiency measures efficiency scores efficient DMUs envelopment surface equation estimates evaluated facet factors FALS FALS ferries figure firms function GRBT GRBT GRBT H/IP HLMN HLMN HLMN hospital industry inefficiency input-oriented inputs and outputs isoquant labor linear programming LONE LUCK LUCK LUCK MDEA scores multiple National League observed OLYM OLYM OLYM Operations Research optimal parameters patrols PBST PBST PBST SLTZ performance physicians players problem production RAIN RAIN RAIN ratio reference set regression regression analysis reservation price returns to scale sample scale efficiency SCSC Seiford slack SLTZ SLTZ solution standard strategic groups supporting hyperplanes Table technical efficiency units values variables vector weights