Essays about: "credit management in banks thesis"

Showing result 1 - 5 of 25 essays containing the words credit management in banks thesis.

1. 1. Explainable Artificial Intelligence and its Applications in Behavioural Credit Scoring

   University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

   Author : Robert Iain Salter; [2023]
   Keywords : Behavioural Credit Scoring; Deep Learning; Machine Learning; Long Short-Term Memory; Default Prediction;

   Abstract : 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

3. 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/Företagsekonomi

   Author : Rikard Fredmer; Alicia Julienne Zanic; [2023]
   Keywords : Agency Theory; ASC 326; Basel III; Earnings Management; Expected Credit Loss es ; Expected Credit Loss Model; FASB; IASB; IFRS; IFRS 9; Lending Activity; Loan Loss Allowance s ; Loan Loss Provision s ; New Loans Originated; Procyclicality; Signaling Theory; Stewardship Theory; US GAAP;

   Abstract : 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

4. 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 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

5. 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 statistik

   Author : Siri Almqvist; Oskar Nordin; [2021]
   Keywords : Stress test; SME; Transition Matrix; Credit Risk; Statistical Analysis; Machine Learning;

   Abstract : 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

6. 5. Prosperity and security? : a study of resilience in Handelsbanken

   University essay from SLU/Dept. of Economics

   Author : Wilhelm Jarnvall; [2021]
   Keywords : resilience; financial crisis; banking; regulations; organisation culture; crisis management;

   Abstract : 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