Essays about: "expected credit loss model"

Showing result 6 - 10 of 19 essays containing the words expected credit loss model.

  1. 6. 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.)

    Author : Sofia Grägg; Paula Isacson; [2022]
    Keywords : Nonlinear optimization; network problem; transportation problem; Markowitz; credit risk; Loss Given Default; Loan to Value; collateral management; many-to-many relations; modern portfolio theory; expected loss; risk management; optimization; allocation; portfolio; modeling; Icke-linjär optimering; nätverksproblem; transportproblem; Markowitz; kreditrisk; förlust givet fallisemang; belåningsgrad; säkerhetshantering; många-till-många relationer; modern portföljteori; förväntad förlust; riskhantering; optimering; allokering; portfölj; modellering.;

    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

  2. 7. The Relevance of Expected Credit Losses: The effect of IFRS 9 on analyst forecast accuracy

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

    Author : Gustav Jansson; Victor Wolf; [2021]
    Keywords : IFRS 9; Decision Usefulness; Forecast Accuracy; Credit Losses; Difference-in-Differences;

    Abstract : This study examines how the adoption of the expected loss model under IFRS 9 has affected the forecast accuracy of credit losses. Specifically, we investigate the effect on absolute forecast errors and forecast dispersion. READ MORE

  3. 8. Credit Loss Accounting and Value Relevance: A Comparative Study of Accounting Standards in European Banks

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

    Author : Alexander Airaxin; Ebba Jerre; [2021]
    Keywords : IFRS 9; IAS 39; Credit loss accounting; Value relevance; Expected credit loss model;

    Abstract : By comparing the value relevance of the incurred credit loss model under IAS 39 and the expected credit loss model under IFRS 9 we investigate whether the IASB has succeeded with its goal of improving accounting relevance and quality through the implementation of IFRS 9 and contributed to investors gaining better and more relevant information. Using a modified version of the Ohlson (1995) valuation framework on a sample of 163 European banks (3 756 unique observation) between 2010 and 2020, we find that credit loss accounting under IFRS 9 is more value relevant than under IAS 39, and that the IASB thus has succeeded in this regard. READ MORE

  4. 9. BNPL Probability of Default Modeling Including Macroeconomic Factors: A Supervised Learning Approach

    University essay from KTH/Matematisk statistik

    Author : Patrik Hardin; Robert Ingre; [2021]
    Keywords : Buy Now Pay Later; IFRS 9; Probability of Default; Expected Credit Loss; Macroeconomic factors; Machine Learning; Artificial Neural Network; XGBoost;

    Abstract : In recent years, the Buy Now Pay Later (BNPL) consumer credit industry associated with e-commerce has been rapidly emerging as an alternative to credit cards and traditional consumer credit products. In parallel, the regulation IFRS 9 was introduced in 2018 requiring creditors to become more proactive in forecasting their Expected Credit Losses and include the impact of macroeconomic factors. READ MORE

  5. 10. Impact of Forward-Looking Macroeconomic Information on Expected Credit Losses According to IFRS 9

    University essay from KTH/Matematik (Avd.)

    Author : Christian Corfitsen; [2021]
    Keywords : IFRS 9; Expected credit loss; ECL; VAR; Vector Autoregression; Forecasting; Impulse Response Analysis; Forecast Error Variance Decomposition; IFRS 9; Expected credit loss; ECL; VAR; Vektorautoregression; Prognostisering; Impulsresponsanalys; Forecast error variance decomposition;

    Abstract : In this master thesis, the impact of forward-looking macroeconomic information under IFRS 9 is studied using fictional data from a Swedish mortgage loan portfolio. The study employs a time series analysis approach and employs vector autoregression models to model expected credit loss parameters with multiple incorporated macroeconomic parameters. READ MORE