Essays about: "credit model"

Showing result 1 - 5 of 375 essays containing the words credit model.

  1. 1. ON THE CVA OF CREDIT DEFAULT SWAPS: THE IMPLICATION OF DEPENDENCE USING A COPULA APPROACH

    University essay from Göteborgs universitet/Graduate School

    Author : Sebastian Alm; Joel Fredriksson Pregmark; [2023-06-29]
    Keywords : Credit Value Adjustment; Counterparty Credit Risk; Wrong Way Risk; Credit Default Swap; Semi-Analytical Model; Interest Rate Swap;

    Abstract : This study examines the nature and background to the Credit Value Adjustment(CVA), a concept that has gained focus due the it’s heightened importance for financial institutions subsequent to the 2008 financial crisis. CVA can be defined as the the price that should be added to the bilateral defaultable contract to adjust for the existing Counterparty Credit Risk (CCR) so that the contract will have the same value as a corresponding risk-free contract. READ MORE

  3. 2. The Power of Credit Scoring: Evaluating Machine Learning and Traditional Models in Swedish Retail Banking

    University essay from Göteborgs universitet/Graduate School

    Author : Emma von der Burg; Saga Strömberg; [2023-06-29]
    Keywords : ;

    Abstract : In this paper, we investigate and compare different credit scoring models, with special attention paid to machine learning approaches outperforming traditional models. We explore a recently proposed method called the PLTR model, which is a combination of machine learning and traditional logistic regression. READ MORE

  4. 3. Cash Holdings, Secured Debt and Collateral

    University essay from Lunds universitet/Företagsekonomiska institutionen

    Author : Anton Wihlborg; Philip Dahl; [2023]
    Keywords : Corporate Cash Holdings; Secured Debt; Unencumbered Tangibility; Precautionary Motive; Financial Constraints; Business and Economics;

    Abstract : The purpose of this study is to empirically investigate the relationship between unencumbered tangibility and cash holdings, and to evaluate if corporations consider them to be substitutable variables of corporate liquidity. The study relies on a panel data set and then employs a firm fixed effect regression model to estimate the strength and direction of the relationship of interest. READ MORE

  5. 4. 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

  6. 5. Unraveling earnings management: A comprehensive analysis of loan loss provisions under IFRS 9 and the influence of executive remuneration

    University essay from Handelshögskolan i Stockholm/Institutionen för redovisning och finansiering

    Author : August Forsell; Daan van Elk; [2023]
    Keywords : Loan loss provisions; Banks; IFRS 9; Earnings management; Executive remuneration;

    Abstract : This study examines what impact the change from the Incurred Loss (IL) model under IAS 39 to the Expected Credit Loss (ECL) model under IFRS 9 had on earnings management through loan loss provisions (LLP). By studying a sample of listed European banks, our findings suggest that CEOs manage earnings through LLP but with different loss recognition practices under the two accounting regimes, recognizing fewer LLP under IAS 39 and more under IFRS 9. READ MORE