Sökning: "Bankruptcy risk prediction"

Visar resultat 1 - 5 av 31 uppsatser innehållade orden Bankruptcy risk prediction.

  1. 1. Nyckeln till överlevnad : Revisorns roll i småföretags långsiktiga överlevnad

    Magister-uppsats, Högskolan i Borås/Akademin för textil, teknik och ekonomi

    Författare :Johanna Issazadhe; Vanessa Dinov Gustafsson; Weronika Zofia Walichnowska; [2023]
    Nyckelord :Auditor; Audit; Small Business Failiure; Long term survival; Financial ratios; Bankruptcy Prediction; Logistic regression; Information asymmetry; Legitimacy theory; Signaling theory; Revisor; Revision; Företagskonkurser; Småföretag; Långsiktig överlevnad; Finansiella nyckeltal; Konkursprognostisering; Logistisk regression; informationsassymetri; Legitimitetsteorin; Signalteorin.;

    Sammanfattning : Reformen för frivillig revision genomfördes med syfte att möjliggöra valfrihet för revisionsfrågan utefter småföretagens egna behov och resurser. Trots att reformen genomfördes för över ett decennium sedan är forskarna fortfarande oense om effekterna av den avskaffade revisionsplikten. LÄS MER

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

    Master-uppsats, Göteborgs universitet/Graduate School

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

    Sammanfattning : 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. LÄS MER

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

    Magister-uppsats, Högskolan Dalarna/Institutionen för information och teknik

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

    Sammanfattning : 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. LÄS MER

  5. 4. Anticipating bankruptcies among companies with abnormal credit risk behaviour : Acase study adopting a GBDT model for small Swedish companies

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Simon Heinke; [2022]
    Nyckelord :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.;

    Sammanfattning : 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. LÄS MER

  7. 5. Predicting Bankruptcy with Machine Learning Models

    Master-uppsats, Uppsala universitet/Statistiska institutionen

    Författare :Thea Åkerblom; [2022]
    Nyckelord :;

    Sammanfattning : 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. LÄS MER