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Ιδρυματικό Αποθετήριο [SANDBOX]
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Πολυτεχνείο Κρήτης
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| URI | http://purl.tuc.gr/dl/dias/6566CB93-1670-4B51-BA91-3EFBB7AAB6E5 | - |
| Αναγνωριστικό | http://www.sciencedirect.com/science/article/pii/S0378426614000247 | - |
| Αναγνωριστικό | https://doi.org/10.1016/j.jbankfin.2014.01.010 | - |
| Γλώσσα | en | - |
| Μέγεθος | 9 pages | en |
| Τίτλος | Combining accounting data and a structural model for predicting credit ratings: empirical evidence from European listed firms | en |
| Δημιουργός | Michael Doumpos | en |
| Δημιουργός | Δουμπος Μιχαλης | el |
| Δημιουργός | Niklis Dimitrios | en |
| Δημιουργός | Νικλης Δημητριος | el |
| Δημιουργός | Zopounidis Konstantinos | en |
| Δημιουργός | Ζοπουνιδης Κωνσταντινος | el |
| Δημιουργός | Andriosopoulos Kostas | en |
| Εκδότης | Elsevier | en |
| Περίληψη | Ratings issued by credit rating agencies (CRAs) play an important role in the global financial environment. Among other issues, past studies have explored the potential for predicting these ratings using a variety of explanatory factors and modeling approaches. This paper describes a multi-criteria classification approach that combines accounting data with a structural default prediction model in order to obtain improved predictions and test the incremental information that a structural model provides in this context. Empirical results are presented for a panel data set of European listed firms during the period 2002–2012. The analysis indicates that a distance-to-default measure obtained from a structural model adds significant information compared to popular financial ratios. Nevertheless, its power is considerably weakened when market capitalization is also considered. The robustness of the results is examined over time and under different rating category specifications. | en |
| Τύπος | Peer-Reviewed Journal Publication | en |
| Τύπος | Δημοσίευση σε Περιοδικό με Κριτές | el |
| Άδεια Χρήσης | http://creativecommons.org/licenses/by/4.0/ | en |
| Ημερομηνία | 2015-11-05 | - |
| Ημερομηνία Δημοσίευσης | 2015 | - |
| Θεματική Κατηγορία | Credit ratings | en |
| Θεματική Κατηγορία | Rating agencies | en |
| Θεματική Κατηγορία | Black–Scholes–Merton model | en |
| Θεματική Κατηγορία | Multi-criteria decision making | en |
| Βιβλιογραφική Αναφορά | M. Doumpos, D. Niklis, C. Zopounidis and K. Andriosopoulos, "Combining accounting data and a structural model for predicting credit ratings: empirical evidence from European listed firms," J. Bank. Finance, vol. 50, pp. 599-607, Jan. 2015. doi:10.1016/j.jbankfin.2014.01.010 | en |
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