Essays about: "use of credit"

Showing result 1 - 5 of 253 essays containing the words use of credit.

  1. 1. Green Numbers in Grey Areas: A study on what methods credit analysts use to integrate incomplete ESG data in the credit rating process

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

    Author : Erik Voss-Schrader; Gustav Ryhre; [2024]
    Keywords : Credit; Debt; Rating; ESG; Epistemic;

    Abstract : In response to the urgent need to address global warming, this study investigates the efforts of two credit rating agencies (CRAs), Aries and Orion, to integrate environmental, social, and governance (ESG) factors into their financial analyses amidst challenges posed by inconsistent and unstandardized data. Based on interviews with nine CRA representatives and Knorr Cetina's theory of epistemic cultures, the present study reveals the difficulties faced by the CRAs with directly linking ESG factors to credit ratings. 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. Credit Card Approval Prediction : A comparative analysis between logistic regressionclassifier, random forest classifier, support vectorclassifier with ensemble bagging classifier.

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Dhanush Janapareddy; Narendra Chowdary Yenduri; [2023]
    Keywords : Machine Learning; Logistic Regression; Random Forest; Support Vector Machine; Ensemble Learning Bagging.;

    Abstract : Background. Due to an increasing number of credit card defaulters, companies arenow taking greater precautions when approving credit applications. When a customermeets certain requirements, credit card firms typically use their experience todecide whether to grant them a credit card. READ MORE

  5. 4. Increasing explainability of neural network based retail credit risk models

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

    Author : Anton Evilevitch; [2023]
    Keywords : Explainability; Artificial Neural Network; Mortgage Credit Risk Modeling; Förklarbarhet; Artificiella Neurala Nätverk; Modellering av Hypotekskreditrisk;

    Abstract : Due to their ’black box’ nature, Artificial Neural Networks (ANN) are not permitted for use in various applications. One such application is mortgage credit risk modeling. READ MORE

  6. 5. Automatic Extraction of Financial Data in Credit Rating Analysis

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

    Author : Robert Minasyan; Pim Erlandsson; [2023]
    Keywords : automatic data extraction; financial reports; XBRL; Arelle; credit rating analysis; automatisk dataextraktion; finansiella rapporter; XBRL; Arelle; kreditvärderingsanalys;

    Abstract : With the increasing use of big data and automatization, financial data extraction is of growing importance in the financial industry. The thesis examines how an extraction system can be developed for extracting relevant data for credit rating analysis. READ MORE