Essays about: "credit management in banks thesis"
Showing result 1 - 5 of 25 essays containing the words credit management in banks 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. 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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3. 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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4. STRESS TESTING AN SME PORTFOLIO : Effects of an Adverse Macroeconomic Scenario on Credit Risk Transition Matrices
University essay from Umeå universitet/Institutionen för matematik och matematisk statistikAbstract : The financial crisis of 2007-2008 was a severe global crisis causing a worldwide recession. One of the main contributing factors of the crisis was the excessive risk appetite of banks and financial institutions. READ MORE
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5. Prosperity and security? : a study of resilience in Handelsbanken
University essay from SLU/Dept. of EconomicsAbstract : This thesis identifies the factors that make the Swedish bank Handelsbanken resilient. Throughout the financial crises in recent memory, Handelsbanken has remained strong and managed to avoid bailouts from the Swedish government. READ MORE