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The paper examines the use of various machine learning algorithms for the task of forecasting the company’s bankruptcy …
Persistent link: https://www.econbiz.de/10014428868
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
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measures. For this, sample data consisted of 82 companies that had filed for bankruptcy under the Insolvency and Bankruptcy … sample size was 164 companies. Data for five years immediately preceding the bankruptcy filing was collected for the sample …
Persistent link: https://www.econbiz.de/10012626240
Bankruptcy prediction is always a topical issue. The activities of all business entities are directly or indirectly … affected by various external and internal factors that may influence a company in insolvency and lead to bankruptcy. It is … to create a model for predicting potential bankruptcy of companies using suitable classification methods, namely Support …
Persistent link: https://www.econbiz.de/10012302458
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The paper deals with methods of predicting bankruptcy of a business with the aim of choosing a prediction method which … will have exact results. Existing bankruptcy prediction models are a suitable tool for predicting the financial …
Persistent link: https://www.econbiz.de/10012384409
The post-Altman models suffer from moral amortization. This paper asks whether models developed in one country can be applied in other economies. One of the characteristics of the prediction model is that a date drives the estimation. Thus, the estimated model based on one economy is not...
Persistent link: https://www.econbiz.de/10012173748
Predicting bankruptcy of companies has been a hot subject of focus for many economists. The rationale for developing … deep learning models for corporate bankruptcy forecasting using textual disclosures. The study constructed a comprehensive … study model for predicting bankruptcy based on listed companies in Kenya. The study population included all 64 listed …
Persistent link: https://www.econbiz.de/10012174130