MEA MODEL IN PERFORMANCE EVALUATION WITH NEGATIVE DATA

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MOHAMMADI NASAB S.S.; KAZEMI MATIN R.

مرکز اطلاعات علمی Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

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Paper Information

Journal: Journal of Operational Research in its Applications Year:2015 | Volume:12 | Issue:1 (44) Page(s): 113-125

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Information Journal Paper

Title

MEA MODEL IN PERFORMANCE EVALUATION WITH NEGATIVE DATA

Author(s)

MOHAMMADI NASAB S.S. | KAZEMI MATIN R. | Issue Writer Certificate

Keywords

DATA ENVELOPMENT ANALYSISQ3

EFFICIENCYQ2

DIRECTIONAL DISTANCE FUNCTIONQ2

MEAQ2

RDMQ2

MSBMQ2

Abstract

Basic DATA ENVELOPMENT ANALYSIS (DEA) models have been developed for the non-negative data, but in the real world problems we face with the inputs and outputs which can take negative values. In this paper the multidirectional efficacy analysis (MEA) with negative data is discussed. It is shown that that MEA model in the presence of negative data also has favorable properties and can be used under different returns to scale assumptions. Some relations between the new MEA model in the performance MEAsurement of the units with two other DEA models, RDM and MSBM, are explored. The new MEA model based on MSBM can be used for negative data. The results of applying the new model on a real data set, including negative data are also provided for comparison purpose.

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APA: Copy

MOHAMMADI NASAB, S.S., & KAZEMI MATIN, R.. (2015). MEA MODEL IN PERFORMANCE EVALUATION WITH NEGATIVE DATA. JOURNAL OF OPERATIONAL RESEARCH AND ITS APPLICATIONS (JOURNAL OF APPLIED MATHEMATICS), 12(1 (44)), 113-125. SID. https://sid.ir/paper/164416/en

Vancouver: Copy

MOHAMMADI NASAB S.S., KAZEMI MATIN R.. MEA MODEL IN PERFORMANCE EVALUATION WITH NEGATIVE DATA. JOURNAL OF OPERATIONAL RESEARCH AND ITS APPLICATIONS (JOURNAL OF APPLIED MATHEMATICS)[Internet]. 2015;12(1 (44)):113-125. Available from: https://sid.ir/paper/164416/en

IEEE: Copy

S.S. MOHAMMADI NASAB, and R. KAZEMI MATIN, “MEA MODEL IN PERFORMANCE EVALUATION WITH NEGATIVE DATA,” JOURNAL OF OPERATIONAL RESEARCH AND ITS APPLICATIONS (JOURNAL OF APPLIED MATHEMATICS), vol. 12, no. 1 (44), pp. 113–125, 2015, [Online]. Available: https://sid.ir/paper/164416/en

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