Sökning: "Counterfactual"
Visar resultat 1 - 5 av 98 uppsatser innehållade ordet Counterfactual.
1. A Swedish membership in the European Economic and Monetary Union : A counterfactual analysis on the effects of a Swedish membership in the European Economic and Monetary Union
Master-uppsats, Örebro universitet/Handelshögskolan vid Örebro UniversitetSammanfattning : .... LÄS MER
2. Bonus Slopus: Examining the Effect of Removing Bonus Incentives for Electric Vehicles on Adoption
C-uppsats, Handelshögskolan i Stockholm/Institutionen för nationalekonomiSammanfattning : In the global battle against climate change, the pursuit of sustainable transportation, particularly through the adoption of electric vehicles (EVs), has become a central focus. This thesis investigates the specific case of Sweden and delves into the repercussions of removing the climate bonus subsidy for EVs, exploring its immediate and potential long-term impacts on the market. LÄS MER
3. Navigating Through Crisis: A Case Study of the Greek Sovereign Debt Crisis and Its Migratory Effects
C-uppsats, Handelshögskolan i Stockholm/Institutionen för nationalekonomiSammanfattning : This study explores the patterns of emigration from Greece and migration rates within Greece in the aftermath of the Greek Sovereign Debt Crisis. Employing the Synthetic Control Method (SCM), we construct a hypothetical, counterfactual to Greece, the Synthetic Greece. Our key findings include a marked increase in emigration with emigration rates 0. LÄS MER
4. Neural Network-based Anomaly Detection Models and Interpretability Methods for Multivariate Time Series Data
Master-uppsats, Stockholms universitet/Institutionen för data- och systemvetenskapSammanfattning : Anomaly detection plays a crucial role in various domains, such as transportation, cybersecurity, and industrial monitoring, where the timely identification of unusual patterns or outliers is of utmost importance. Traditional statistical techniques have limitations in handling complex and highdimensional data, which motivates the use of deep learning approaches. LÄS MER
5. Computationally Efficient Explainable AI: Bayesian Optimization for Computing Multiple Counterfactual Explanantions
Master-uppsats, KTH/Matematik (Avd.)Sammanfattning : In recent years, advanced machine learning (ML) models have revolutionized industries ranging from the healthcare sector to retail and E-commerce. However, these models have become increasingly complex, making it difficult for even domain experts to understand and retrace the model's decision-making process. LÄS MER