Essays about: "credit risk management thesis"
Showing result 1 - 5 of 52 essays containing the words credit risk management thesis.
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1. Explainable Artificial Intelligence and its Applications in Behavioural Credit Scoring
University essay from Stockholms universitet/Institutionen för data- och systemvetenskapAbstract : Credit scoring is critical for banks to evaluate new loan applications and monitor existing customers. Machine learning has been extensively researched for this case; however, the adoption of machine learning methods is minimal in financial risk management. READ MORE
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2. The Development of Debt Policies : A Case Study of Investor’s and Industrivärden’s Portfolio Companies
University essay from Uppsala universitet/Företagsekonomiska institutionenAbstract : Debt financing can be seen as both an opportunity to increase profits as well as a financial risk and is thus an important issue for company owners to consider. This study examines the portfolio companies of the investment firms Investor and Indsutrivärden, and how their debt policies have developed from 2004 to 2022. READ MORE
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3. Loan Loss Provisions and Lending Activity in Banks : A quantitative study comparing the effects of loan loss provisions on lending activity in banks applying IFRS 9 and ASC 326
University essay from Umeå universitet/FöretagsekonomiAbstract : As a response to the financial crisis of 2008 the IASB and the FASB developed IFRS 9 and ASC 326, respectively. These accounting regulations are supposed to increase reporting transparency and promote financial stability by determining the calculation and recognition of loan loss provisions. READ MORE
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4. 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 statistikAbstract : 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
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5. Economic Capital Models : Methods for fitting loss distributions
University essay from Umeå universitet/Institutionen för matematik och matematisk statistikAbstract : The thesis provides a well-researched classical approach to fit and predict the losses (extreme) for Lloyds Bank’s Dutch mortgage portfolio, their defaulted Dutch mortgage portfolio, and their German personal and car loan portfolio. This is a crucial piece for quantification of the economic loss, required for effective credit risk management by the Bank. READ MORE