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Efficacies of artificial neural networks ushering improvement in the prediction of extant credit risk models

Aranha, Meera; Bolar, Kartikeya - In: Cogent economics & finance 11 (2023) 1, pp. 1-13

Regression in predicting the bankruptcy of firms and that the same predictive power of ascertaining bankruptcy improves when a … had caused ambiguity. A significant factor that has increased the probability of bankruptcy in recent times has been the … Regression in predicting the bankruptcy of firms and that the same predictive power of ascertaining bankruptcy improves when a …

Persistent link: https://www.econbiz.de/10014500824

An alternative to the standardized approach for assessing credit risk under the Basel accords

Konno, Yukiko; Itoh, Yuki - In: Cogent economics & finance 4 (2016) 1, pp. 1-13

The current standardized approach for assessing credit risk under Basel III depends on ratings assigned by credit rating agencies (CRAs). However, this approach presents three problems. First, the definitions of ratings used by CRAs to assess the likelihood of default and recovery rates are not...

Persistent link: https://www.econbiz.de/10011531140

Determinants of European bank risk during financial crisis

Jabra, Wiem Ben; Mighri, Zouheir; Mansouri, Fayçal - In: Cogent economics & finance 5 (2017) 1, pp. 1-20

This paper examines the determinants of European bank risk-taking during major financial crisis. Using a sample of banks from 26 countries over the period 2005–2015, we examine the nature of the relationship between bank risk, bank characteristics, regulatory, institutional and macroeconomic...

Persistent link: https://www.econbiz.de/10011877555

New perspectives on bank risk in Malaysia

Powell, R. J. - In: Cogent economics & finance 5 (2017) 1, pp. 1-15

Stable banks in individual ASEAN countries are essential to the economic stability of the ASEAN region as these countries move towards the goal of greater financial integration in the region. This study comprehensively explores bank risk in Malaysia as compared to the ASEAN region over an...

Persistent link: https://www.econbiz.de/10011881093

Fuzzy structural risk of default for banks in Southern Africa

Matanda, Ephraim; Chikodza, Eriyoti; Kwenda, Farai - In: Cogent economics & finance 10 (2022) 1, pp. 1-32

This paper proposes and examines a new structural risk of default model for banks in frictional and fuzzy financial markets. It is motivated by the need to fill the shortcomings of probability-based credit risk metric models that are characterised by unrealistic assumptions such as crisply...

Persistent link: https://www.econbiz.de/10014500369