Showing 1 - 10 of 183
This study is intended to identify the predictors of financial distress for the Pakistani firms. Variables used are the financial ratios representing profitability, liquidity, leverage, and cash flows, as well as two important market factors which are size and idiosyncratic standard deviation of...
Persistent link: https://www.econbiz.de/10012023254
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
Persistent link: https://www.econbiz.de/10012230899
Persistent link: https://www.econbiz.de/10012230901
Persistent link: https://www.econbiz.de/10012231992
Persistent link: https://www.econbiz.de/10012230482
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
Predicting bankruptcy within selected industries is crucial because of the potential ripple effects and unique … aims to develop bankruptcy prediction models for the chemical industry in Slovakia and to compare their effectiveness …. The selection of eleven financial indicators used for bankruptcy prediction was grounded in prior research and existing …
Persistent link: https://www.econbiz.de/10014502270
), 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