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How to select an epsilon to apply Kourosh and Arash model in data envelopment analysis

This paper demonstrates how an appropriate epsilon value can be selected when Kourosh and Arash Model (KAM) is applied in order to estimate production frontiers as well as simultaneously rank and benchmark Decision Making Units (DMUs). KAM was recently proposed to improve the capabilities of Data En...

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Main Author: Khezrimotlagh, D.
Format: Conference or Workshop Item
Language:English
Published: 2014
Subjects:
HA Statistics
Online Access:http://eprints.um.edu.my/13604/1/HOW_TO_SELECT_AN_EPSILON.pdf
http://eprints.um.edu.my/13604/
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spelling my.um.eprints.136042015-06-17T01:56:41Z http://eprints.um.edu.my/13604/ How to select an epsilon to apply Kourosh and Arash model in data envelopment analysis Khezrimotlagh, D. HA Statistics This paper demonstrates how an appropriate epsilon value can be selected when Kourosh and Arash Model (KAM) is applied in order to estimate production frontiers as well as simultaneously rank and benchmark Decision Making Units (DMUs). KAM was recently proposed to improve the capabilities of Data Envelopment Analysis (DEA) in order to measure the performance evaluation of homogenous DMUs inclusive real and integer values. The paper also illustrates that the selection of epsilon is logically allowed even if the DMUs’ data are exact. A non-linear programming model is also proposed to find the optimum value of score while a DMU is under evaluation. 2014-04 Conference or Workshop Item PeerReviewed application/pdf en http://eprints.um.edu.my/13604/1/HOW_TO_SELECT_AN_EPSILON.pdf Khezrimotlagh, D. (2014) How to select an epsilon to apply Kourosh and Arash model in data envelopment analysis. In: Proceedings of the 12th International Conference of DEA, 14-17 Apr 2014, Kuala Lumpur.
institution Universiti Malaya
building UM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaya
content_source UM Research Repository
url_provider http://eprints.um.edu.my/
language English
topic HA Statistics
spellingShingle HA Statistics
Khezrimotlagh, D.
How to select an epsilon to apply Kourosh and Arash model in data envelopment analysis
description This paper demonstrates how an appropriate epsilon value can be selected when Kourosh and Arash Model (KAM) is applied in order to estimate production frontiers as well as simultaneously rank and benchmark Decision Making Units (DMUs). KAM was recently proposed to improve the capabilities of Data Envelopment Analysis (DEA) in order to measure the performance evaluation of homogenous DMUs inclusive real and integer values. The paper also illustrates that the selection of epsilon is logically allowed even if the DMUs’ data are exact. A non-linear programming model is also proposed to find the optimum value of score while a DMU is under evaluation.
format Conference or Workshop Item
author Khezrimotlagh, D.
author_facet Khezrimotlagh, D.
author_sort Khezrimotlagh, D.
title How to select an epsilon to apply Kourosh and Arash model in data envelopment analysis
title_short How to select an epsilon to apply Kourosh and Arash model in data envelopment analysis
title_full How to select an epsilon to apply Kourosh and Arash model in data envelopment analysis
title_fullStr How to select an epsilon to apply Kourosh and Arash model in data envelopment analysis
title_full_unstemmed How to select an epsilon to apply Kourosh and Arash model in data envelopment analysis
title_sort how to select an epsilon to apply kourosh and arash model in data envelopment analysis
publishDate 2014
url http://eprints.um.edu.my/13604/1/HOW_TO_SELECT_AN_EPSILON.pdf
http://eprints.um.edu.my/13604/
_version_ 1643689598592745472
score 13.159267

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