Essays about: "credit portfolio management"
Showing result 1 - 5 of 18 essays containing the words credit portfolio management.
-
1. Simulation Based Methods for Credit Risk Management in Payment Service Provider Portfolios
University essay from KTH/Matematik (Avd.)Abstract : Payment service providers have unique credit portfolios with different characteristics than many other credit providers. It is therefore important to study if common credit risk estimation methods are applicable to their setting. READ MORE
-
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
-
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
-
4. 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
-
5. Optimization of Collateral Allocation for Corporate Loans : A nonlinear network problem minimizing the expected loss in case of default
University essay from KTH/Matematik (Avd.)Abstract : Collateral management has become an increasingly valuable aspect of credit risk. Managing collaterals and constructing accurate models for decision making can give any lender a competitive advantage and decrease overall risks. READ MORE