Sökning: "NPL"

Visar resultat 1 - 5 av 7 uppsatser innehållade ordet NPL.

  1. 1. Effect of interest rates volatility on non-performing loan level in commercial banking sector in Rwanda : Effect of interest rates volatility on non-performing loan in Rwanda

    Magister-uppsats, Karlstads universitet/Handelshögskolan (from 2013)

    Författare :Nsengiyumva Samson; [2023]
    Nyckelord :;

    Sammanfattning : The financial sector in Rwanda is composed of two major categories of financial institutions. The first category consists of banking institutions that include commercial and investment banks, microfinance banks, microfinance institutions and SACCOS. LÄS MER

  3. 2. Tonalitetsanalys för att tolka känslor och attityder i text : Vilka behov av stöd har autistiska personer?

    Kandidat-uppsats, Mittuniversitetet/Institutionen för data- och systemvetenskap

    Författare :Sofie Bergman; [2022]
    Nyckelord :Sentiment analysis; emotion analysis; autism; participatory design; Tonalitetsanalys; känsloanalys; autism; deltagande design;

    Sammanfattning : Sentiment analysis is a form of Natural Language Processing (NPL) withthe purpose of deducting and extracting sentiment and emotions fromwritten text. The interest in sentiment analysis emerged at the turn of themillennium and has increased steadily since 2004. LÄS MER

  4. 3. Predicting Subprime Customers' Probability of Default Using Transaction and Debt Data from NPLs

    Master-uppsats, KTH/Matematisk statistik

    Författare :Lai-Yan Wong; [2021]
    Nyckelord :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;

    Sammanfattning : 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. LÄS MER

  5. 4. Non-performing loans : An analysis of the relationship between non-performing loans and profitability among European banks.

    Kandidat-uppsats, Linköpings universitet/Institutionen för ekonomisk och industriell utveckling

    Författare :Elias Nordlinder; Oliver Sundell; [2017]
    Nyckelord :Non-performing loans; NPL; non performing loans; risk management; European banks; Zombie banks; econometric study; loan loss provisioning;

    Sammanfattning : During the last decade, many European banks have been troubled with low profitability, while the amount of non-performing loans (NPLs) has increased. This thesis investigates and analyses how the increasing amount of NPL affects banks profitability and the financial system. LÄS MER

  7. 5. Study of Single and Ensemble Machine Learning Models on Credit Data to Detect Underlying Non-performing Loans

    Master-uppsats, Uppsala universitet/Statistiska institutionen

    Författare :Qiongzhu Li; [2016]
    Nyckelord :Machine learning; Feature Dimension Reduction; NPL;

    Sammanfattning : In this paper, we try to compare the performance of two feature dimension reduction methods, the LASSO and PCA. Both simulation study and empirical study show that the LASSO is superior to PCA when selecting significant variables. LÄS MER