Application of selecting measures in data envelopment analysis for company performance rating

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27510%2F16%3A86098318" target="_blank" >RIV/61989100:27510/16:86098318 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Result language
angličtina
Original language name
Application of selecting measures in data envelopment analysis for company performance rating
Original language description
Data Envelopment Analysis (DEA) measures efficiency of a finite number of decision making units (DMUs). This approach is very sensitive to the choice of measures. Traditionally the rule of thumb has been used for initial decision about number of inputs and outputs. Recently a growth of interest in the DEA methodology have shown a need to create an approach or model which could identify the optimal number of inputs and outputs and which identifies the contribution of each variable to the measure of efficiency. The practice has been to select the variables by simply choosing the ones that make economic sense or use them according to preferred performance measures. Variable selection is further complicated because it is difficult to measure some attributes of the inputs and outputs that contribute to the efficiency of a DMU. Some approaches have been developed recently for BCC model. The goal of this contribution is to apply and compare aforementioned proposed methodology on a performance rating of selected nonfinancial companies using envelopment form of the selecting model and MCDM approach using objective weighting for a comparison.
Czech name
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Czech description
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Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2016
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Mathematical Methods in Economics: 34th international conference: Conference Proceedings, Liberec, Czech Republic, September 6th-9th, 2016
ISBN
978-80-7494-295-2
ISSN
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e-ISSN
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Number of pages
6
Pages from-to
219-224
Publisher name
Technical University of Liberec
Place of publication
Liberec
Event location
Liberec
Event date
Sep 6, 2016
Type of event by nationality
EUR - Evropská akce
UT code for WoS article
000385239500038

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