Towards an early warning system for sovereign defaults leveraging on machine learning methodologies
Anastasios Petropoulos, Vasilis Siakoulis, Evangelos Stavroulakis
| Year of publication: |
2022
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|---|---|
| Authors: | Petropoulos, Anastasios ; Siakoulis, Vasilis ; Stavroulakis, Evangelos |
| Published in: |
Intelligent systems in accounting, finance & management. - New York, NY [u.a.] : Wiley, ISSN 2160-0074, ZDB-ID 2379344-2. - Vol. 29.2022, 2, p. 118-129
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| Subject: | conditional inference trees | neural Networks | sovereign defaults | support vector machines | XGBOOST | Frühwarnsystem | Early warning system | Neuronale Netze | Neural networks | Künstliche Intelligenz | Artificial intelligence | Staatsbankrott | Sovereign default | Prognoseverfahren | Forecasting model | Mustererkennung | Pattern recognition | Länderrisiko | Country risk | Theorie | Theory | Schwellenländer | Emerging economies | Öffentliche Schulden | Public debt |
Online Resource
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1002/isaf.1516 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10013274258