Essays about: "bank risk management and risk model"

Showing result 1 - 5 of 35 essays containing the words bank risk management and risk model.

  1. 1. Financial Technology's effect on the Swedish banking Industry - A study on competition and competitive strategies

    University essay from Lunds universitet/Produktionsekonomi

    Author : Douglas Wilsby; Knut Winström; [2023]
    Keywords : FinTech; competition; competitive strategy; digitalisation; technology; Open Banking; Strategy; Business model; Digital.; Technology and Engineering;

    Abstract : Titel: Financial Technology's effect on the Swedish banking Industry - A study on competition and competitive strategies Authors: Douglas Wilsby, Industrial Engineering 2018, LTH; Knut Winström, Mechanical Engineering 2018, LTH Supervisor: Ingela Elofsson, Division of Production Management at Faculty of Engineering LTH Background: The rapid advancement of technology has the potential to disrupt established industries, including the banking sector. Companies that fail to adapt to technological shifts risk losing their competitive advantage and face challenges. READ MORE

  3. 2. 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

  4. 3. Economic Capital Models : Methods for fitting loss distributions

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

    Author : William Fritzell; [2023]
    Keywords : Economic Capital; Distribution fitting; MCMC;

    Abstract : 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. 4. Modeling Interest Rate Risk in the Banking Book

    University essay from KTH/Matematik (Avd.)

    Author : Måns Ulmgren; [2022]
    Keywords : applied mathematics; IRRBB; Nelson Siegel; yield curve; tillämpad matematik; IRRBB; Nelson Siegel; avkastningskurva;

    Abstract : For a long time, being able to model and mitigate financial risk has been a key success factor for institutions. Apart from an internal incentive, legal and regulatory requirements continue to develop which increases the need for extensive internal risk control. READ MORE

  6. 5. The value of detailed product information in credit risk prediction : A case study applied to Klarna’s Pay Later orders in Sweden

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : Mimmi Andersson; Louise von Sydow Yllenius; [2022]
    Keywords : Credit Risk Management; Consumer Credit; BNPL; Credit Scoring; Alternative Data; Product Category; Product Type; Responsible Lending; e-commerce; Kreditriskbedömning; BNPL; konsumenkredit; alternativ data; produktkategori; produkttyp; hållbar kreditgivning; onlinehandel;

    Abstract : In this study we propose to enhance the predictive power of a Buy Now, Pay Later (BNPL) consumer credit scorecard by leveraging detailed product information. The object of analys is in this study is Klarna Bank AB, which is the largest retail finance provider in Sweden. READ MORE