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Showing result 1 - 5 of 22 essays matching the above criteria.

  1. 1. Peeking Through the Leaves : Improving Default Estimation with Machine Learning : A transparent approach using tree-based models

    University essay from Umeå universitet/Institutionen för matematik och matematisk statistik

    Author : Elias Hadad; Angus Wigton; [2023]
    Keywords : Machine learning; Expected credit loss; Probability of default; ECL; PD; Risk Management; Credit Risk Management; Default Estimation; AI; Artificial intelligence; Fintech; Supervised learning; Decision tree; Random forest; XG boost; Transparency; Machine learning transparency;

    Abstract : In recent years the development and implementation of AI and machine learning models has increased dramatically. The availability of quality data paving the way for sophisticated AI models. Financial institutions uses many models in their daily operations. READ MORE

  3. 2. IFRS 15 impact on accrual-based earnings management - A comparison among European countries.

    University essay from Göteborgs universitet/Graduate School

    Author : Mikael Westerbäck; Viktor Sjöstedt; [2022-06-30]
    Keywords : Accrual-based earnings management; earnings quality; IFRS 15; regulation; revenue;

    Abstract : Earnings quality refers to the usefulness of financial information, where high quality is beneficial for investors and other stakeholders. Earnings quality decreases when managers engage in earnings management, i.e., manipulating the firm's financial performance. READ MORE

  4. 3. Probability of Default Term Structure Modeling : A Comparison Between Machine Learning and Markov Chains

    University essay from Umeå universitet/Institutionen för matematik och matematisk statistik

    Author : Hugo Englund; Viktor Mostberg; [2022]
    Keywords : Machine Learning; Deep Neural Networks; XGBoost; Probability of Default; Term Structure Modeling; IFRS 9; Maskininlärning; Djupa neuronnät; XGBoost; Fallisemangsrisk; Terminsstruktursmodellering; IFRS 9;

    Abstract : During the recent years, numerous so-called Buy Now, Pay Later companies have emerged. A type of financial institution offering short term consumer credit contracts. As these institutions have gained popularity, their undertaken credit risk has increased vastly. Simultaneously, the IFRS 9 regulatory requirements must be complied with. READ MORE

  5. 4. Is operating performance driving stock performance? - A study on Swedish listed real estate companies

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

    Author : Oscar Lundqvist; [2019]
    Keywords : Value relevance; Real estate; Operating performance; IFRS; IAS 40;

    Abstract : As suggested by the title, the purpose of this study is to analyse the relationship between stock performance and operating performance using a sample of Swedish listed real estate companies. In recent years, Swedish real estate companies have experienced positive development profits and stock prices, driven by favourable development in real estate prices. READ MORE

  6. 5. Diversity In Performance Reporting. Empirical Evidence From The London Stock Exchange Concerning The Classification Of Interest Components Within The Income Statement

    University essay from Göteborgs universitet/Graduate School

    Author : Joakim Hjälte; Alexander Larin; [2018-07-27]
    Keywords : Adjusted performance measures; EBIT; Performance reporting;

    Abstract : This study is motivated by the concerns of researchers, practitioners, and regulators regarding the drawbacks of non-statutory earnings subtotals. We investigate whether the flexibility in classifying subtotals within the income statement provided to managers under IFRS serves its intended purpose of facilitating the needs of investors. READ MORE