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), support vector machine (SVM), and a deep neural network to predict bankruptcy using easily obtainable financial data of 3728 …
Persistent link: https://www.econbiz.de/10012814176
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
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
Any critical analysis of the corporate financial distress of listed firms in international exchange would be incomplete without a serious dissection at the industry level, because of the different levels of risks concerned. This paper considers the financial distress of listed firms at the...
Persistent link: https://www.econbiz.de/10012173012
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
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
and West Germany, I find distinct education and size effects and a higher share of bankruptcy-related liquidations in East …
Persistent link: https://www.econbiz.de/10010297338
We estimate the effects of R&D on firms' credit ratings and on financial distress. The main purpose is the comparison of firms in Western Germany and Eastern Germany as a transitional economy. Innovative activity has a positive impact on firm value proxied by ratings in Western Germany, but a...
Persistent link: https://www.econbiz.de/10010297541
percent of novice entrepreneurs who file for bankruptcy reestablish afterwards. On average, slightly more than 15 months will …
Persistent link: https://www.econbiz.de/10010297546
This paper explores how different reasons for business closure impact the probability that financial loss will be suffered by creditors. Using German small business data, the study finds that business closure due to financial problems is strongly correlated with a likelihood of financial loss....
Persistent link: https://www.econbiz.de/10010300384