Essays about: "credit risk management bank master thesis"

Found 3 essays containing the words credit risk management bank master thesis.

  1. 1. 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

  3. 2. Optimization of Collateral allocation for Securities Lending : An Integer Linear Programming Approach

    University essay from KTH/Optimeringslära och systemteori

    Author : Magnus Orrsveden; Emil Tarukoski; [2019]
    Keywords : Collateral Management; Collateral optimization; Operations Research; Linear Programming; Collateral Management; Collateral optimization; Operations Research; Linear Programming;

    Abstract : Collateral management has, during the most recent years, been an increasingly important part of a bank’s operation. The bank is facing an allocation problem of how to post collateral to all its counterparties in order to mitigate the credit risk and the number of transactions that requires collateralization is increasing. READ MORE

  4. 3. Lantbrukarens inställning till skuldsättning och val av kreditinstitut : en fallstudie av expansiva lantbruksföretag

    University essay from SLU/Dept. of Economics

    Author : Gustaf Högberg; [2010]
    Keywords : beslutsprocesser; skuldsättning; riskhantering; kredit; beteende;

    Abstract : The agricultural sector is characterized by larger crop farms and more extensive livestockproduction. The efficiency improvement is partly a result from a stronger competition in theglobal market. The agricultural products need to be produced at a lower cost than competitorsin order to survive as a farmer. READ MORE