Variables With Negative Values In Dea
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Negative data values and lack of data restrict the DEA model's ability to conduct the analyses.
“Following Habib (2022); Habib and Kayani (2022); Habib and Mourad (2022); Pastor and Ruiz (2007); and Portela et al. (2004), negative data values and lack of data restrict the DEA model's ability to conduct the analyses.”
From Does the Efficiency of a Firm's Intellectual Capital and Working Capital Management Affect Its Performance? (2024) · cites this paper as Pastor and Ruiz (2007)
Cites
Measuring the efficiency of decision making units
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Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis
Banker, R. D., Charnes, A., & Cooper, W. W. (1984) · Management Science · doi:10.1287/mnsc.30.9.1078 · Cited by 16,817 · see citing works
Charnes, A., Cooper, W. W., Golany, B., Seiford, L., & Stutz, J. (1985) · Journal of Econometrics · doi:10.1016/0304-4076(85)90133-2 · Cited by 1,713 · see citing works
Benefit and Distance Functions
Chambers, R. G., Chung, Y., & Färe, R. G. (1996) · Journal of Economic Theory · doi:10.1006/jeth.1996.0096 · Cited by 1,427 · see citing works
The measurement of productive efficiency : techniques and applications
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Efficiency Analysis for Exogenously Fixed Inputs and Outputs
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Cooper, W. W., Park, K. S., & Pastor, J. T. (1999) · Journal of Productivity Analysis · doi:10.1023/a:1007701304281 · Cited by 698 · see citing works
Self-citationTranslation invariance in data envelopment analysis
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Negative data in DEA: a directional distance approach applied to bank branches
Portela, M. C. A. S., Thanassoulis, E., & Simpson, G. (2004) · Journal of the Operational Research Society · doi:10.1057/palgrave.jors.2601768 · Cited by 440 · see citing works
Units invariant and translation invariant DEA models
Lovell, C. A. K., & Pastor, J. T. (1995) · Operations Research Letters · doi:10.1016/0167-6377(95)00044-5 · Cited by 409 · see citing works
Self-citationCharnes, A., Cooper, W. W., & Thrall, R. (1991) · Journal of Productivity Analysis · doi:10.1007/bf00159732 · Cited by 364 · see citing works
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Self-citationClosest targets and minimum distance to the Pareto-efficient frontier in DEA
Aparicio, J., Ruiz, J. L., & Sirvent, I. (2007) · Journal of Productivity Analysis · doi:10.1007/s11123-007-0039-5 · Cited by 279 · see citing works
Self-citationChapter 3 Translation invariance in data envelopment analysis: A generalization
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The Mathematical Programming Approach To Efficiency Analysis
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A Graph-Type Extension of Farrell Technical Efficiency Measure
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Classifying and characterizing efficiencies and inefficiencies in data development analysis
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Invariant multiplicative efficiency and piecewise cobb-douglas envelopments
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Choosing weights from alternative optimal solutions of dual multiplier models in DEA
Cooper, W. W., Ruiz, J. L., & Sirvent, I. (2006) · European Journal of Operational Research · doi:10.1016/j.ejor.2006.02.037 · Cited by 142 · see citing works
Self-citationOlesen, O. B., & Petersen, N. C. (1996) · Management Science · doi:10.1287/mnsc.42.2.205 · Cited by 130 · see citing works
DEA of financial statements data: The U.S. computer industry
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Dealing with interval scale data in data envelopment analysis
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Chapter 4 The lack of invariance of optimal dual solutions under translation
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CLASSIFICATION INVARIANCE IN DATA ENVELOPMENT ANALYSIS
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Flagged first, then by citations
Cited by
Sorted by citations
Habib, A. M., & Dalwai, T. (2024) · Journal of the knowledge economy · doi:10.1007/s13132-023-01138-7 · Cited by 99 · see citing works
“Following Habib (2022); Habib and Kayani (2022); Habib and Mourad (2022); Pastor and Ruiz (2007); Portela et al. (2004), negative data values and lack of data restrict the DEA model's ability to conduct the analyses.”
Habib, A. M., & Kayani, U. N. (2022) · Corporate Governance: The International Journal of Business in Society · doi:10.1108/cg-12-2021-0440 · Cited by 77 · see citing works
Habib, A. M., & Mourad, N. (2022) · Operations Research Forum · doi:10.1007/s43069-022-00155-7 · Cited by 49 · see citing works
- Authors
- Pastor, J. T., & Ruiz, J. L.
- Affiliations
- Universitat de Miguel Hernández d'Elx (ES)
- Venue
- Modeling Data Irregularities and Structural Complexities in Data Envelopment Analysis
- Publisher
- Springer US
- Published
- 2007-06-07
- Pages
- 63-84
- OpenAlex
- W9873902
- Cited by
- 111
- References
- 26
- Citations by year
- 2026: 2 · 2025: 5 · 2024: 8 · 2023: 8 · 2022: 12 · 2021: 7 · 2020: 10 · 2019: 6 · 2018: 5 · 2017: 6 · 2016: 6 · 2015: 9 · 2014: 6 · 2013: 6 · 2012: 4
- FWCI
- 6.84
- Type
- book chapter
- Language
- en
- Open access
- closed
- Locations
- Springer eBooks (publishedVersion)
- Topics
- Social Sciences › Decision Sciences › Management Science and Operations Research › Efficiency Analysis Using DEA
- Social Sciences › Decision Sciences › Management Science and Operations Research › Multi-Criteria Decision Making
- Physical Sciences › Engineering › Control and Systems Engineering › Optimization and Mathematical Programming
- Keywords
- data envelopment analysis, negative data, translation invariance, efficiency measurement, target setting
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Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
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