Essays about: "finance credit risk"

Showing result 1 - 5 of 36 essays containing the words finance credit risk.

  1. 1. A multi-gene symbolic regression approach for predicting LGD : A benchmark comparative study

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

    Author : Hanna Tuoremaa; [2023]
    Keywords : Symbolic regression; loss given default; credit risk; logit transformed regression; beta regression; multi-gene genetic programming; regression tree;

    Abstract : Under the Basel accords for measuring regulatory capital requirements, the set of credit risk parameters probability of default (PD), exposure at default (EAD) and loss given default (LGD) are measured with own estimates by the internal rating based approach. The estimated parameters are also the foundation of understanding the actual risk in a banks credit portfolio. READ MORE

  3. 2. Using the advanced methods of financial analysis to predict the bankruptcy of companies

    University essay from Göteborgs universitet/Graduate School

    Author : Ahmad Haitham Meslemani; Pai Peng; [2022-06-30]
    Keywords : Bankruptcy; predict financial analysis; Corporate evaluation; credit risk management; financial ratio; Failure determinants;

    Abstract : Due to the increase in corporate bankruptcy cases worldwide, the need has increased to find a way to protect companies from bankruptcy by finding a scientific model that enables business owners to predict it before it occurs. Therefore, the interest in predicting bankruptcy has recently become one of the most critical topics in accounting, finance, and finance. READ MORE

  4. 3. 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

  5. 4. The Impact of COVID-19 on the European Commercial Banking Sector: A Cross-country Empirical Analysis

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

    Author : Marc Connerth; Annabel Fastje; [2021]
    Keywords : COVID-19; Pandemic; Bank lending; Depositing; Loan loss provisions;

    Abstract : This paper investigates the impact of COVID-19 on the European commercial banking sector. Using panel data, we study the effect of the severity of the pandemic on bank lending, customer depositing behavior, and the provisioning for credit losses. READ MORE

  6. 5. Predicting Subprime Customers' Probability of Default Using Transaction and Debt Data from NPLs

    University essay from KTH/Matematisk statistik

    Author : Lai-Yan Wong; [2021]
    Keywords : Credit Scoring Model; Probability of Default; Payment Behaviour; Subprime Customer; Non-performing Loan; Logistic Regression; Regularization; Feature Selection; Kreditvärdighetsmodell; Sannolikhet för Fallissemang; Betalningsbeteende; Högriskkunder; Nödlidandelån; Logistik Regression; Regularisering; Variabelselektion;

    Abstract : This thesis aims to predict the probability of default (PD) of non-performing loan (NPL) customers using transaction and debt data, as a part of developing credit scoring model for Hoist Finance. Many NPL customers face financial exclusion due to default and therefore are considered as bad customers. READ MORE