Essays about: "Kredit risk"

Showing result 1 - 5 of 18 essays containing the words Kredit risk.

  1. 1. Credit Scoring Based on Behavioural Data

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Daniel Bouvin; Erik Hamberg; [2022]
    Keywords : Banking; Behavior; Behaviour; Credit Modelling; Klarna; Logistic Regression; Machine Learning; Neural Networks; Random Forests; XGBoost;

    Abstract : Credit modelling has traditionally been done by credit institutes based on financial data about the individuals requesting the credit. While this has been sufficient in lowering risk in developed economies with plenty of financial data it is inefficient in developing economies and fails to reach the unbanked population. READ MORE

  3. 2. Evaluation of the decision-making process for credit decisions at Preem AB

    University essay from KTH/Matematisk statistik

    Author : Annie Holgersson; Theresa Döös; [2022]
    Keywords : credit; applied mathematics; statistics; logistic regression; kredit; tillämpad matematik; statistik; logistisk regression;

    Abstract : The purpose of the following bachelor thesis report within mathematical statistics was to evaluate the decision making process at the credit department at Preem AB. The study used a logistic regression model to find a relationship between the probability of an application for credit being accepted and some quantitative and categorical factors about the applicant. READ MORE

  4. 3. Anticipating bankruptcies among companies with abnormal credit risk behaviour : Acase study adopting a GBDT model for small Swedish companies

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Simon Heinke; [2022]
    Keywords : Bankruptcy prediction; Credit risk analysis; Abnormal credit risk behaviour; Gradient boosted decision trees; SHAP-values.; Konkurs förutsägelse; Kredit riskanalys; Abnomralt kreditbeteende; Gradient baserat beslutsträd; SHAP-värden.;

    Abstract : The field of bankruptcy prediction has experienced a notable increase of interest in recent years. Machine Learning (ML) models have been an essential component of developing more sophisticated models. Previous studies within bankruptcy prediction have not evaluated how well ML techniques adopt for data sets of companies with higher credit risks. READ MORE

  5. 4. The Precarious Issue of Residential Development Financing : A Medium Sized Developer’s Troublesome Reality

    University essay from KTH/Fastigheter och byggande

    Author : Daniel Max; Victor Spolander; [2021]
    Keywords : Residential Development Financing; Debt Capital; Alternative Financing Solutions; Finansiering av Bostadsutveckling; Lånefinansiering; Alternativa Finansieringslösningar;

    Abstract : Residential real estate development is a capital-intensive business with a lot of risks involved, particularly according to Swedish banks. Since the price fall and decreased consumer confidence on the housing market in 2017, banks have become considerably more restrictive with regards to their approval of construction credit, especially towards smaller and medium sized actors on the residential real estate development market. READ MORE

  6. 5. Bank risk analysis with machine learning

    University essay from Högskolan i Halmstad/Akademin för informationsteknologi

    Author : Viet Vu; Mariaguadaloppe Farah; [2021]
    Keywords : ;

    Abstract : Nowadays, the time and resources needed to get an accurate estima-tion of a client’s ability to pay back a loan has gone up. With theamount of data complexity it involves to do the credit risk analysis, the machine learning technique has been used to ease the process. READ MORE