Essays about: "The prediction of bankruptcy"
Showing result 1 - 5 of 43 essays containing the words The prediction of bankruptcy.
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1. Evaluating a LSTM model for bankruptcy prediction with feature selection
University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknikAbstract : Bankruptcy prediction is an important research topic. The cost of incorrect decision making in companies and financial institutions can be great and could affect large parts of society. But while it is indeed a major research area, there are few studies which consider the effects of feature selection. READ MORE
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2. Predicting Corporate Bankruptcy With Personality Traits
University essay from Handelshögskolan i Stockholm/Institutionen för redovisning och finansieringAbstract : This study aims to research whether incumbent corporate bankruptcy prediction models that are based on solely financial variables can be augmented with personality traits variables to increase their performance. For this purpose, a data set consisting of active and bankrupt small and medium enterprises in 13 European countries is studied. READ MORE
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3. The Tale of Two Techniques - The comparative accuracy of machine learning and statistical techniques in predicting corporate bankruptcy for Swedish industrial firms
University essay from Handelshögskolan i Stockholm/Institutionen för redovisning och finansieringAbstract : Bankruptcy prediction has long been an important area of study, yet the evolution of these predictive models in the context of modern machine learning techniques remains underexplored. Our thesis addresses this by comparing the effectiveness of probit analysis - a time-tested statistical approach - with XGBoost - a new-era machine learning technique - in predicting corporate bankruptcy among Swedish firms. READ MORE
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4. Using the advanced methods of financial analysis to predict the bankruptcy of companies
University essay from Göteborgs universitet/Graduate SchoolAbstract : Due to the increase in corporate bankruptcy cases worldwide, the need has increased to find a way to protect companies from bankruptcy by finding a scientific model that enables business owners to predict it before it occurs. Therefore, the interest in predicting bankruptcy has recently become one of the most critical topics in accounting, finance, and finance. READ MORE
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5. Predicting corporate financial distress- A deep neural network approach
University essay from Göteborgs universitet/Graduate SchoolAbstract : Background. Predicting bankruptcy is of great importance for creditors, investors and other stakeholders. Early warning signs of financial distress allow stakeholders to take action to minimize the negative consequences of a bankruptcy. READ MORE
