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Diagnostikovanie finančného zdravia podnikov pomocou metódy DEA: aplikácia na podniky v Slovenskej republike
Title Diagnostikovanie finančného zdravia podnikov pomocou metódy DEA: aplikácia na podniky v Slovenskej republike Par.title Diagnosing of the corporate financial health using DEA: an application to companies in the Slovak Republic Author info Viera Mendelová, Tatiana Bieliková Author Mendelová Viera 1985- (95%) UMBEF05 - Katedra kvantitatívnych metód a informačných systémov
Co-authors Bieliková Tatiana 1989- (5%)
Source document Politická ekonomie : vědecký časopis : teorie, modelování, aplikace. Vol. 65, no. 1 (2017), s. 26-44. - Praha : Nakladatelství Oeconomica, Vysoká škola ekonomická, 2017 Keywords analýza obalu dát - analýza dátových obalov - data envelopment analysis - DEA corporate distress finančné zdravie - financial health Language Slovak Country Czech Republic systematics 330 Annotation The paper deals with the examining the possibilities for diagnosing the corporate financial health using Data Envelopment Analysis (DEA) technique. The main aim of the paper is to present a new proposal for diagnosing the corporate financial health by DEA, to predict financial distress of Slovak manufacturing companies using the proposed procedure, and to assess the potential of DEA as a tool for predicting financial distress of the company. Due to the special input and output variables selection and the construction of the Corporate Distress Frontier, the proposed procedure is very different from the conventional use of DEA. The proposed two-step procedure results into the identification of three zones of corporate financial health with different stage of corporate distress risk. The application of the proposed procedure to Slovak manufacturing companies and its comparison with the logistic regression model and decision tree show relatively satisfactory results of the proposed methodology in terms of correct classification of non-bankrupt firms. Public work category ADC No. of Archival Copy 38765 Repercussion category HORVÁTHOVÁ, Jarmila - MOKRIŠOVÁ, Martina. Using multi-level dea model and verifying its results with logit model. In Economic and social development. ISSN 1849-6903, 2019, pp. 58-67.
HORVÁTHOVÁ, Jarmila - MOKRIŠOVÁ, Martina. Comparison of the results of a data envelopment analysis model and logit model in assessing business financial health. In Information. ISSN 2078-2489, 2020, vol. 11, no. 3.
Catal.org. BB301 - Univerzitná knižnica Univerzity Mateja Bela v Banskej Bystrici Database xpca - PUBLIKAČNÁ ČINNOSŤ References PERIODIKÁ-Súborný záznam periodika 
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