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Marketing analytics in banking 4.0: A two-stage explainable AI framework for high-accuracy and well-calibrated predictions. [PDF]
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IN A FULL-EMPLOYMENT economy a firm's bankruptcy is prima facie evidence of resource misallocation. This is not to say, however, that the authorities should adopt every policy which minimizes bankruptcy. Fostering monopolies to reduce failures, for example, only increases the misallocation of resources.
Meyer, Paul A, Pifer, Howard W
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A Bank Failure Prediction Model Based on Bank Operations Profile
Asia-Pacific Journal of Accounting and Economics, 1999ABSTRACT Previous studies have used accounting ratios to predict bank failures. This study develops a bank failure prediction model based on banks' operations profile as financial intermediaries. The proportions of assets, liabilities and operating costs are used to model the operations of banks. The data include all reporting USA banks with less than $
Ronald Zhao
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Bank failure prediction: corporate governance and financial indicators [PDF]
This paper reiterates the importance of corporate governance in banks. Failure prediction studies have mainly relied on using financial ratios as predictors. The most suitable financial predictors for banks are financial ratios following the CAMEL rating
Noora Alzayed
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Managerial Applications of Neural Networks: The Case of Bank Failure Predictions
Management Science, 1992This paper introduces a neural-net approach to perform discriminant analysis in business research. A neural net represents a nonlinear discriminant function as a pattern of connections between its processing units. Using bank default data, the neural-net approach is compared with linear classifier, logistic regression, kNN, and ID3.
Tam Kar Yan, Melody Y Kiang
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As with any business, the bankruptcy of a bank manifests itself in the cessation of payments. At this point, the bank must be closed and put into liquidation. Such a situation would cause considerable prejudice to the customers and to to the economy as a whole.
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PREDICTING FINANCIAL FAILURE OF THE TURKISH BANKS
Annals of Financial Economics, 2006Banks are the most important financial institutions in Turkey because other financial institutions are not developed efficiently yet. Turkish banks experienced financial difficulties and a substantial amount of banks failed in the past. This event urged the government to initiate measures to prevent banks from getting into financial difficulties. As a
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