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An AutoML application to forecasting bank failures

Agrapetidou, Anna; Charonyktakis, Paulos; Gkonkas, Periklēs - In: Applied economics letters 28 (2021) 1, pp. 5-9

Persistent link: https://www.econbiz.de/10012415035

Predicting bank insolvencies using machine learning techniques

Petropoulos, Anastasios; Siakoulis, Vasilis; … - In: International journal of forecasting 36 (2020) 3, pp. 1092-1113

Persistent link: https://www.econbiz.de/10012497724

Bankruptcy prediction and stress quantification using support vector machine : evidence from Indian banks

Shrivastava, Santosh Kumar; Ramudu, P. Janaki - In: Risks : open access journal 8 (2020) 2/52, pp. 1-22

and quantitative approaches that can be used to predict bank survival and failure probabilities. Against this backdrop … banks in India for the period January 2000 through December 2017. The explanatory features of bank failure are chosen by …

Persistent link: https://www.econbiz.de/10012292870

Predicting bank failure : an improvement by implementing a machine-learning approach to classical financial ratios

Le, Hong Hanh; Viviani, Jean-Laurent - In: Research in international business and finance 44 (2018), pp. 16-25

Persistent link: https://www.econbiz.de/10011982957

Forecasting bank failures and stress testing : a machine learning approach

Gkonkas, Periklēs; Papadimitriou, Theophilos; … - In: International journal of forecasting 34 (2018) 3, pp. 440-455

Persistent link: https://www.econbiz.de/10012031002

A dual early warning model of bank distress

Papanikolaou, Nikolaos I. - In: Economics letters 162 (2018), pp. 127-130

Persistent link: https://www.econbiz.de/10011939818

Forecasting bank failure : base learners, ensembles and hybrid ensembles

Ekinci, Aykut; Erdal, Halil İbrahim - In: Computational economics 49 (2017) 4, pp. 677-686

Persistent link: https://www.econbiz.de/10011762174

Bank failure prediction : corporate governance and financial indicators

Alzayed, Noora; Eskandari, Rasol; Yazdifar, Hassan - In: Review of quantitative finance and accounting 61 (2023) 2, pp. 601-631

Persistent link: https://www.econbiz.de/10014342045

Prescreening bank failures with k-means clustering : pros and cons

Parnes, Dror; Gormus, Alper - In: International review of financial analysis 93 (2024), pp. 1-15

Persistent link: https://www.econbiz.de/10014543745

Uncertain Times and Early Predictions of Bank Failure

Goenner, Cullen F. - 2018

The recent financial crisis and economic recession has shown that bank failure in the United States, while rare is a …

Persistent link: https://www.econbiz.de/10012916386