Essays about: "thesis on bankruptcy"
Showing result 1 - 5 of 52 essays containing the words thesis on 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. Pre-restructuring Capital Structures, Financial Restructurings and Recovery Prospects: Assessment of Their Interdependence
University essay from Handelshögskolan i Stockholm/Institutionen för finansiell ekonomiAbstract : The purpose of this thesis is to analyse whether financial restructurings produce improvements in the performances of distressed businesses, and whether pre-restructuring capital structures have any influence on the recovery prospects of the restructured businesses. This work is split into two main sections. 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. Delving into the acquisitive nature of distressed firms
University essay from Lunds universitet/Företagsekonomiska institutionenAbstract : After observing cases of financially distressed firms engaging in diversifying acquisitions, the motivation for this thesis was found. The purpose of this thesis is to investigate the role played by diversification through cross-border and/or cross-industry acquisition in change in financial distress of the acquirer. READ MORE
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5. Evaluating information content of earnings calls to predict bankruptcy using machine learnings techniques
University essay from Högskolan Dalarna/Institutionen för information och teknikAbstract : This study investigates the prediction of firms’ health in terms of bankruptcy and non-bankruptcy based on the sentiments extracted from the earnings calls. Bankruptcy prediction has long been a critical topic in the world of accounting and finance. READ MORE
