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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Institution:	Universiti Malaya
Language:	English

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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

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

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