Essays about: "credit institution financial performance"

Found 3 essays containing the words credit institution financial performance.

  1. 1. Probability of Default Term Structure Modeling : A Comparison Between Machine Learning and Markov Chains

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

    Author : Hugo Englund; Viktor Mostberg; [2022]
    Keywords : Machine Learning; Deep Neural Networks; XGBoost; Probability of Default; Term Structure Modeling; IFRS 9; Maskininlärning; Djupa neuronnät; XGBoost; Fallisemangsrisk; Terminsstruktursmodellering; IFRS 9;

    Abstract : During the recent years, numerous so-called Buy Now, Pay Later companies have emerged. A type of financial institution offering short term consumer credit contracts. As these institutions have gained popularity, their undertaken credit risk has increased vastly. Simultaneously, the IFRS 9 regulatory requirements must be complied with. READ MORE

  3. 2. High-risk Consumer Credit Scoring using Machine Learning Classification

    University essay from Lunds universitet/Matematisk statistik

    Author : Max Mjörnell; Ludvig Levay; [2019]
    Keywords : Machine learning; Scorecard modelling; Logistic regression; Support Vector Machine; Decision Tree; Random Forest; k-Nearest Neighbors; Artificial Neural Network; Voting ensemble; SHAP; LIME; Average Precision score; Feature engineering; Mathematics and Statistics;

    Abstract : The use of statistical models in credit rating and application scorecard modelling is a thoroughly explored field within the financial sector and a central component in a credit institution’s underlying business model. The aim of this report was to apply and compare six different machine learning models in predicting credit defaults for high-risk consumer credits, using a data set provided by a Swedish consumer credit institute. READ MORE

  4. 3. The Practice of project management in new product development : A study of Microfinance Institutions in Sub-Saharan Africa

    University essay from Handelshögskolan vid Umeå universitet

    Author : Monica Ampomah; [2011]
    Keywords : Microfinance institutions; new product development; project management; Sub-Saharan Africa.;

    Abstract : Microfinance is the provision of credit/loans to poor individuals for the purpose of income generation. The Sub-Saharan African region which is among the poorest areas in the world is thought to be one of the regions where the microfinance industry is dynamic and growing in terms of acceptance and patronage. READ MORE