Essays about: "credit risk using regression"

Showing result 1 - 5 of 47 essays containing the words credit risk using regression.

1. 1. 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

3. 2. Modelling Proxy Credit Cruves Using Recurrent Neural Networks

   University essay from KTH/Matematisk statistik

   Author : Lucas Fageräng; Hugo Thoursie; [2023]
   Keywords : Deep Neural Networks; Credit Risk; Financial Modelling; LSTM; Credit Default Swaps; Credit Valuation Adjustment; Djupa Neurala Nätverk; Kreditrisk; Finansiell Modellering; LSTM; Kreditswappar; Kreditvärderingsjustering;

   Abstract : Since the global financial crisis of 2008, regulatory bodies worldwide have implementedincreasingly stringent requirements for measuring and pricing default risk in financialderivatives. Counterparty Credit Risk (CCR) serves as the measure for default risk infinancial derivatives, and Credit Valuation Adjustment (CVA) is the pricing method used toincorporate this default risk into derivatives prices. READ MORE

4. 3. Beyond Credit Ratings: The Role of (E)SG in Sovereign Debt Investments

   University essay from Handelshögskolan i Stockholm/Institutionen för finansiell ekonomi

   Author : Oscar Wollmann; Filip Frisk; [2023]
   Keywords : ESG rating; Sovereign debt investments; Sovereign bond yields; Sustainability;

   Abstract : The study investigates the correlation between ESG performance and sovereign bond yield spreads using regression analysis. The results reveal a significant negative correlation between the Governance and Social indices and bond spreads, emphasising the importance of good governance practices and social stability in reducing the risk of sovereign debt default. READ MORE

5. 4. Loan Loss Provisions and Lending Activity in Banks : A quantitative study comparing the effects of loan loss provisions on lending activity in banks applying IFRS 9 and ASC 326

   University essay from Umeå universitet/Företagsekonomi

   Author : Rikard Fredmer; Alicia Julienne Zanic; [2023]
   Keywords : Agency Theory; ASC 326; Basel III; Earnings Management; Expected Credit Loss es ; Expected Credit Loss Model; FASB; IASB; IFRS; IFRS 9; Lending Activity; Loan Loss Allowance s ; Loan Loss Provision s ; New Loans Originated; Procyclicality; Signaling Theory; Stewardship Theory; US GAAP;

   Abstract : As a response to the financial crisis of 2008 the IASB and the FASB developed IFRS 9 and ASC 326, respectively. These accounting regulations are supposed to increase reporting transparency and promote financial stability by determining the calculation and recognition of loan loss provisions. READ MORE

6. 5. Heterogeneity in demand for credit payment protection insurance

   University essay from Umeå universitet/Nationalekonomi

   Author : Ella Meriläinen; [2023]
   Keywords : ;

   Abstract : Household indebtedness has increased remarkably around the world in the last two decades (IMF, 2023) e.g., in Finland, where households borrow more, but also end up with economic difficulties where they cannot afford to amortize their loans (Tilastokeskus, 2023). READ MORE