Essays about: "Bankruptcy"
Showing result 16 - 20 of 155 essays containing the word Bankruptcy.
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16. Predicting company bankruptcy using artificial neural networks. : Visualization and ranking of key features
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : This paper presents a deep learning model that challenges what is known in the financial field of company bankruptcy. Specifically, a Multilayer Perceptron (MLP) model for predicting corporate bankruptcies is constructed and analyzed to visualize which input parameters that are most important for the accuracy of the model. READ MORE
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17. 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
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18. The Nature Of Chapter-22 Debtors - Forecasting Bankruptcy Recidivism Through a Novel Distress Predictor Model
University essay from Handelshögskolan i Stockholm/Institutionen för finansiell ekonomiAbstract : This paper investigates the determinants of bankruptcy recidivism in U.S. courts using a sample of large Chapter 11 cases. We develop, through a series of logistic regressions, a novel distress predictor model that provides insights into variables that are critical to predicting bankruptcy recidivism. READ MORE
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19. Anticipating bankruptcies among companies with abnormal credit risk behaviour : Acase study adopting a GBDT model for small Swedish companies
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : The field of bankruptcy prediction has experienced a notable increase of interest in recent years. Machine Learning (ML) models have been an essential component of developing more sophisticated models. Previous studies within bankruptcy prediction have not evaluated how well ML techniques adopt for data sets of companies with higher credit risks. READ MORE
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20. Predicting Bankruptcy with Machine Learning Models
University essay from Uppsala universitet/Statistiska institutionenAbstract : This thesis explores the predictive power of different machine learning algorithms in Swedish firm defaults. Both firm-specific variables and macroeconomic variables are used to calculate the estimated probabilities of firm default. READ MORE
