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Efficiency in the Worst Production Situation Using Data Envelopment Analysis
Joint Authors
Mustafa, Adli
Hossain, Md. Kamrul
Baten, Md. Azizul
Kamil, Anton Abdulbasah
Source
Issue
Vol. 2013, Issue 2013 (31 Dec. 2013), pp.1-9, 9 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-03-27
Country of Publication
Egypt
No. of Pages
9
Main Subjects
Economics & Business Administration
Business Administration
Abstract EN
Data envelopment analysis (DEA) measures relative efficiency among the decision making units (DMU) without considering noise in data.
The least efficient DMU indicates that it is in the worst situation.
In this paper, we measure efficiency of individual DMU whenever it losses the maximum output, and the efficiency of other DMUs is measured in the observed situation.
This efficiency is the minimum efficiency of a DMU.
The concept of stochastic data envelopment analysis (SDEA) is a DEA method which considers the noise in data which is proposed in this study.
Using bounded Pareto distribution, we estimate the DEA efficiency from efficiency interval.
Small value of shape parameter can estimate the efficiency more accurately using the Pareto distribution.
Rank correlations were estimated between observed efficiencies and minimum efficiency as well as between observed and estimated efficiency.
The correlations are indicating the effectiveness of this SDEA model.
American Psychological Association (APA)
Hossain, Md. Kamrul& Kamil, Anton Abdulbasah& Mustafa, Adli& Baten, Md. Azizul. 2013. Efficiency in the Worst Production Situation Using Data Envelopment Analysis. Advances in Decision Sciences،Vol. 2013, no. 2013, pp.1-9.
https://search.emarefa.net/detail/BIM-465306
Modern Language Association (MLA)
Hossain, Md. Kamrul…[et al.]. Efficiency in the Worst Production Situation Using Data Envelopment Analysis. Advances in Decision Sciences No. 2013 (2013), pp.1-9.
https://search.emarefa.net/detail/BIM-465306
American Medical Association (AMA)
Hossain, Md. Kamrul& Kamil, Anton Abdulbasah& Mustafa, Adli& Baten, Md. Azizul. Efficiency in the Worst Production Situation Using Data Envelopment Analysis. Advances in Decision Sciences. 2013. Vol. 2013, no. 2013, pp.1-9.
https://search.emarefa.net/detail/BIM-465306
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-465306