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Evidential strategies in financial statement analysis : a corpus linguistic text mining approach to bankruptcy prediction

Nießner, Tobias; Gross, Daniel H.; Schumann, Matthias - In: Journal of risk and financial management : JRFM 15 (2022) 10, pp. 1-15

The qualitative information of companies’ financial statements provides useful information that can increase the accuracy of bankruptcy prediction models. In this research, a dataset of 924,903 financial statements from 355,704 German companies classified into solvent, financially distressed,...

Persistent link: https://www.econbiz.de/10013471230

A survey on deep learning for financial risk prediction

Peng, Kuashuai; Guofeng, Yan - In: Quantitative finance and economics 5 (2021) 4, pp. 716-737

Persistent link: https://www.econbiz.de/10013494096

A new approach to deal with variable selection in neural networks : an application to bankruptcy prediction

Abid, Ilyes; Ayadi, Rim; Guesmi, Khaled; Mkaouar, Farid - In: Risk management decisions and value under uncertainty, (pp. 605-623). 2022

Persistent link: https://www.econbiz.de/10013341961

Bankruptcy prediction for micro and small enterprises using financial, non-financial, business sector and macroeconomic variables : the case of the Lithuanian construction sector

Kanapickienė, Rasa; Kanapickas, Tomas; Nečiūnas, Audrius - In: Risks : open access journal 11 (2023) 5, pp. 1-33

Credit-risk models that are designed for general application across sectors may not be suitable for the construction industry, which has unique characteristics and financial risks that require specialised modelling approaches. Moreover, advanced bankruptcy-prediction models are often used to...

Persistent link: https://www.econbiz.de/10014334422

A bibliometric overview of the state-of-the-art in bankruptcy prediction methods and applications

Kessioui, Salwa; Doumpos, Michael; Zopounidis, Constantin - In: Governance and financial performance : current trends …, (pp. 123-153). 2023

Persistent link: https://www.econbiz.de/10014282955

A neuro-structural framework for bankruptcy prediction

Charalambous, Christakis; Martzoukos, Spiros A.; … - In: Quantitative finance 23 (2023) 10, pp. 1445-1464

Persistent link: https://www.econbiz.de/10014419170

Nonlinear relationships in bankruptcy prediction and their effect on the profitability of bankruptcy prediction models

Lohmann, Christian; Möllenhoff, Steffen; Ohliger, Thorsten - In: Journal of business economics : JBE 93 (2023) 9, pp. 1661-1690

Persistent link: https://www.econbiz.de/10014422251

Comparative analysis of machine learning models for bankruptcy prediction in the context of Pakistani companies

Máté, Domicián; Raza, Hassan; Ahmad, Ishtiaq - In: Risks : open access journal 11 (2023) 10, pp. 1-17

financial literature by comparing machine learning models tailored to anticipate Pakistani stock market insolvency. These …

Persistent link: https://www.econbiz.de/10014391775

Corporate probability of default : a single-index hazard model approach

Li, Shaobo; Tian, Shaonan; Yu, Yan; Zhu, Xiaorui; Lian, Heng - In: Journal of business & economic statistics : JBES ; a … 41 (2023) 4, pp. 1288-1299

Persistent link: https://www.econbiz.de/10014448636

Failure prediction models for Slovak small companies

Svabova, Lucia; Durica, Marek; Valaskova, Katarina - In: European journal of international management : EJIM 18 (2022) 4, pp. 617-637

Persistent link: https://www.econbiz.de/10013435669