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Multi–criteria classification methods in financial and banking decisions

Zopounidis Konstantinos, Doumpos, Michael

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URIhttp://purl.tuc.gr/dl/dias/DDF605A1-8F47-4E77-880D-407FD6548A49-
Identifierhttps://doi.org/10.1111/1475-3995.00374-
Languageen-
Extent15 pagesen
TitleMulti–criteria classification methods in financial and banking decisionsen
CreatorZopounidis Konstantinosen
CreatorΖοπουνιδης Κωνσταντινοςel
CreatorDoumpos, Michaelen
Content SummaryOver the past two decades, the quantitative analysis of financial and banking decisions has gained significant interest among researchers and practitioners. A significant part of the research conducted in this field focused on the development of analytical models that can be used in evaluating the alternative ways of action in financial and banking problems. Typically, this evaluation involves the choice of the best alternative, the ranking of the alternatives from the best to the worst ones, or their classification into predefined homogenous classes. This paper is focused on the classification approach illustrating the use of multi–criteria decision aid (MCDA) classification methods in making financial and banking decisions. Three MCDA approaches (the UTADIS method, the ELECTRE TRI method, and the rough set approach) are applied in financial and banking problems, such as business failure prediction, credit–risk assessment, and portfolio selection and management. A comparison is also performed with linear and quadratic discriminant analysis, and logit analysisen
Type of ItemPeer-Reviewed Journal Publicationen
Type of ItemΔημοσίευση σε Περιοδικό με Κριτέςel
Licensehttp://creativecommons.org/licenses/by/4.0/en
Date of Item2015-10-27-
Date of Publication2002-
SubjectCapability, Financial (Financial literacy)en
SubjectFinancial capability (Financial literacy)en
SubjectLiteracy, Financialen
Subjectfinancial literacyen
Subjectcapability financial financial literacyen
Subjectfinancial capability financial literacyen
Subjectliteracy financialen
Bibliographic CitationM. Doumpos, C. Zopounidis ," Multi–criteria classification methods in financial and banking decisions," Intern. Transactions in Operational Res., vol. 9, no. 5, pp.567-581,Sept. 2002.doi:10.1111/1475-3995.00374en

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