Essays about: "Bankruptcy risk prediction"

Showing result 1 - 5 of 19 essays containing the words Bankruptcy risk prediction.

  1. 1. Using the advanced methods of financial analysis to predict the bankruptcy of companies

    University essay from Göteborgs universitet/Graduate School

    Author : Ahmad Haitham Meslemani; Pai Peng; [2022-06-30]
    Keywords : Bankruptcy; predict financial analysis; Corporate evaluation; credit risk management; financial ratio; Failure determinants;

    Abstract : 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

  3. 2. Evaluating information content of earnings calls to predict bankruptcy using machine learnings techniques

    University essay from Högskolan Dalarna/Institutionen för information och teknik

    Author : Arooba Ghaffar; [2022]
    Keywords : Bankruptcy prediction; Earnings Calls; Machine Learnings; Deep Learnings; Corporate failures; Web Scraping; Financial Data; Extracted Data;

    Abstract : 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

  4. 3. 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)

    Author : Simon Heinke; [2022]
    Keywords : Bankruptcy prediction; Credit risk analysis; Abnormal credit risk behaviour; Gradient boosted decision trees; SHAP-values.; Konkurs förutsägelse; Kredit riskanalys; Abnomralt kreditbeteende; Gradient baserat beslutsträd; SHAP-värden.;

    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

  5. 4. Predicting Bankruptcy with Machine Learning Models

    University essay from Uppsala universitet/Statistiska institutionen

    Author : Thea Åkerblom; [2022]
    Keywords : ;

    Abstract : 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

  6. 5. Research and Development Spending in Bankruptcy Prediction: Examining an Adjusted Ohlson O-score Model

    University essay from Handelshögskolan i Stockholm/Institutionen för redovisning och finansiering; Handelshögskolan i Stockholm/Institutionen för finansiell ekonomi

    Author : Greta Grunewald; Sara Lunning; [2021]
    Keywords : Bankruptcy Prediction; Research and Development R D ; Ohlson O-score Model; Generally Accepted Accounting Principles GAAP ; Conservative Accounting;

    Abstract : This thesis investigates whether bankruptcy prediction applying the Ohlson O-score model can be enhanced by modifying accounting variables associated with research and development (R&D) spending. To examine this, we study the expected risk of bankruptcy and R&D intensity among listed firms in the United States from 1990 to 2019. READ MORE