Sökning: "linear regression modeling"
Visar resultat 1 - 5 av 76 uppsatser innehållade orden linear regression modeling.
1. Exploring the impact of economic and social factors on stock market performance
Kandidat-uppsats, KTH/Skolan för teknikvetenskap (SCI)Sammanfattning : This study seeks to investigate the relationship between human development factors and domestic stock markets using a multiple linear regression model. Despite efforts to improve the model's explanatory power, the findings indicate that the model fails to confirm the research question. LÄS MER
2. Implementing SAE Techniques to Predict Global Spectacles Needs
Master-uppsats, Högskolan Dalarna/Institutionen för information och teknikSammanfattning : This study delves into the application of Small Area Estimation (SAE) techniques to enhance the accuracy of predicting global needs for assistive spectacles. By leveraging the power of SAE, the research undertakes a comprehensive exploration, employing arange of predictive models including Linear Regression (LR), Empirical Best Linear Unbiased Prediction (EBLUP), hglm (from R package) with Conditional Autoregressive (CAR), and Generalized Linear Mixed Models (GLMM). LÄS MER
3. Portfolio Risk Modelling in Venture Debt
Master-uppsats, KTH/Matematisk statistikSammanfattning : This thesis project is an experimental study on how to approach quantitative portfolio credit risk modelling in Venture Debt portfolios. Facing a lack of applicable default data from ArK and publicly available sets, as well as seeking to capture companies that fail to service debt obligations before defaulting per se, we present an approach to risk modeling based on trends in revenue. LÄS MER
4. Modeling German Energy Market Hourly Profiles with a Focus on Variable Renewable Energy
Magister-uppsats, Lunds universitet/Nationalekonomiska institutionen; Lunds universitet/Statistiska institutionenSammanfattning : This paper investigates the best methods for modeling hourly profiles in the German energy market for the period between 2018 and 2022. Modeling emphasized variable renewable energy (VRE) and included information on the level of energy production, oil price, COVID lockdowns, and historic hourly energy spot prices. LÄS MER
5. Modeling a Relationship between ESG Metrics and Financial Performance for Nordic Publicly-listed Companies
Kandidat-uppsats, KTH/Matematisk statistikSammanfattning : This study aims to identify whether a relationship between ESG performance and financial performance exists for Nordic publicly-listed companies, by conducting a multiple linear regression analysis. Also, it will be observed which (if any) ESG variables are of relevance. LÄS MER