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Business failure prediction using the UTADIS multicriteria analysis method

Zopounidis Konstantinos, Doumpos, Michael

Απλή Εγγραφή


URIhttp://purl.tuc.gr/dl/dias/E956F6AF-1207-4C05-BBD5-8FA17A8B3084-
Αναγνωριστικόhttps://doi.org/10.1057/palgrave.jors.2600818-
Γλώσσαen-
Μέγεθος11 pagesen
ΤίτλοςBusiness failure prediction using the UTADIS multicriteria analysis methoden
ΔημιουργόςZopounidis Konstantinosen
ΔημιουργόςΖοπουνιδης Κωνσταντινοςel
ΔημιουργόςDoumpos, Michaelen
ΠερίληψηBusiness 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
ΤύποςPeer-Reviewed Journal Publicationen
ΤύποςΔημοσίευση σε Περιοδικό με Κριτέςel
Άδεια Χρήσηςhttp://creativecommons.org/licenses/by/4.0/en
Ημερομηνία2015-10-27-
Ημερομηνία Δημοσίευσης1999-
Θεματική ΚατηγορίαCapability, Financial (Financial literacy)en
Θεματική ΚατηγορίαFinancial capability (Financial literacy)en
Θεματική ΚατηγορίαLiteracy, Financialen
Θεματική Κατηγορίαfinancial literacyen
Θεματική Κατηγορίαcapability financial financial literacyen
Θεματική Κατηγορίαfinancial capability financial literacyen
Θεματική Κατηγορίαliteracy financialen
Βιβλιογραφική ΑναφοράC. 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.2600818en

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