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dc.contributor.authorMousavi, Mohammad M.*
dc.contributor.authorQuenniche, J.*
dc.contributor.authorXu, B.*
dc.date.accessioned2018-12-18T16:38:29Z
dc.date.available2018-12-18T16:38:29Z
dc.date.issued2015-12
dc.identifier.citationMousavi MM, Quenniche J and Xu B (2015) Performance evaluation of bankruptcy prediction models: An orientation-free super-efficiency DEA-based framework. International Review of Financial Analysis. 42: 64-75.en_US
dc.identifier.urihttp://hdl.handle.net/10454/16703
dc.descriptionYesen_US
dc.description.abstractPrediction of corporate failure is one of the major activities in auditing firms risks and uncertainties. The design of reliable models to predict bankruptcy is crucial for many decision making processes. Although a large number of models have been designed to predict bankruptcy, the relative performance evaluation of competing prediction models remains an exercise that is unidimensional in nature, which often leads to reporting conflicting results. In this research, we overcome this methodological issue by proposing an orientation-free super-efficiency data envelopment analysis model as a multi-criteria assessment framework. Furthermore, we perform an exhaustive comparative analysis of the most popular bankruptcy modeling frameworks for UK data including our own models. In addition, we address two important research questions; namely, do some modeling frameworks perform better than others by design? and to what extent the choice and/or the design of explanatory variables and their nature affect the performance of modeling frameworks?, and report on our findings.en_US
dc.language.isoenen_US
dc.relation.isreferencedbyhttps://doi.org/10.1016/j.irfa.2015.01.006en_US
dc.rights© 2015 Elsevier Inc. All rights reserved. Reproduced in accordance with the publisher's self-archiving policy. This manuscript version is made available under the CC-BY-NC-ND 4.0 license.
dc.subjectBankruptcy predictionen_US
dc.subjectPerformance criteriaen_US
dc.subjectPerformance measuresen_US
dc.subjectData envelopment analysisen_US
dc.subjectSlacks-based measureen_US
dc.titlePerformance evaluation of bankruptcy prediction models: An orientation-free super-efficiency DEA-based frameworken_US
dc.status.refereedYesen_US
dc.date.application2015-01-21
dc.typeArticleen_US
dc.type.versionAccepted Manuscripten_US
refterms.dateFOA2019-01-30T15:58:47Z


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