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Technical University of Crete
Technical University of Crete
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| URI | http://purl.tuc.gr/dl/dias/E956F6AF-1207-4C05-BBD5-8FA17A8B3084 | - |
| Identifier | https://doi.org/10.1057/palgrave.jors.2600818 | - |
| Language | en | - |
| Extent | 11 pages | en |
| Title | Business failure prediction using the UTADIS multicriteria analysis method | en |
| Creator | Zopounidis Konstantinos | en |
| Creator | Ζοπουνιδης Κωνσταντινος | el |
| Creator | Doumpos, Michael | en |
| Content Summary | Business failure prediction is one of the most essential problems in the field of financial management. The research on developing quantitative business failure prediction models has been focused on building discriminant models to distinguish among failed and non-failed firms. Several researchers in this field have proposed multivariate statistical discrimination techniques. This paper explores the applicability of multicriteria analysis to predict business failure. Four preference disaggregation methods, namely the UTADIS method and three of its variants, are compared to three well-known multivariate statistical and econometric techniques, namely discriminant analysis, logit and probit analyses. A basic (learning) sample and a holdout (testing) sample are used to perform the comparison. Through this comparison, the relative performance of all the aforementioned methods is investigated regarding their discriminating and predicting ability. | en |
| Type of Item | Peer-Reviewed Journal Publication | en |
| Type of Item | Δημοσίευση σε Περιοδικό με Κριτές | el |
| License | http://creativecommons.org/licenses/by/4.0/ | en |
| Date of Item | 2015-10-27 | - |
| Date of Publication | 1999 | - |
| Subject | Capability, Financial (Financial literacy) | en |
| Subject | Financial capability (Financial literacy) | en |
| Subject | Literacy, Financial | en |
| Subject | financial literacy | en |
| Subject | capability financial financial literacy | en |
| Subject | financial capability financial literacy | en |
| Subject | literacy financial | en |
| Bibliographic Citation | C. Zopounidis, M. Doumpos ," Business failure prediction using the UTADIS multicriteria analysis method," J. of the Operational Res. Society, vol. 50, no. 11, pp. 1138-1148 ,1999.doi:10.1057/palgrave.jors.2600818 | en |
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