Essays about: "Counterfactual"

Showing result 1 - 5 of 86 essays containing the word Counterfactual.

  1. 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

    University essay from Örebro universitet/Handelshögskolan vid Örebro Universitet

    Author : Gina Melarti; [2024]
    Keywords : ;

    Abstract : .... READ MORE

  3. 2. Bonus Slopus: Examining the Effect of Removing Bonus Incentives for Electric Vehicles on Adoption

    University essay from Handelshögskolan i Stockholm/Institutionen för nationalekonomi

    Author : Axel Eisner Sjöberg; [2024]
    Keywords : BEV; ICEV; Climate Change Mitigation; Incentives; Bonus Malus;

    Abstract : 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. READ MORE

  4. 3. Navigating Through Crisis: A Case Study of the Greek Sovereign Debt Crisis and Its Migratory Effects

    University essay from Handelshögskolan i Stockholm/Institutionen för nationalekonomi

    Author : Lars Binger; Jakob Gruss; [2024]
    Keywords : Greek Sovereign Debt Crisis; Migration; Emigration; Synthetic Control Method; Influencing Factors;

    Abstract : 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. READ MORE

  5. 4. Neural Network-based Anomaly Detection Models and Interpretability Methods for Multivariate Time Series Data

    University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

    Author : Deepthy Prasad; Swathi Hampapura Sripada; [2023]
    Keywords : multivariate - time series; anomaly detection; neural networks; autoencoders; interpretability; counterfactuals;

    Abstract : 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. READ MORE

  6. 5. Computationally Efficient Explainable AI: Bayesian Optimization for Computing Multiple Counterfactual Explanantions

    University essay from KTH/Matematik (Avd.)

    Author : Giorgio Sacchi; [2023]
    Keywords : Explainable AI; Counterfactual Explanations CFEs ; Bayesian Optimization BO ; Black-Box Models; Model-Agnostic; Machine Learning ML ; Efficient Computation; High-Stake Decisions; Förklarbar AI; Kontrafaktuell Förklaring CFE ; Bayesiansk Optimering BO ; Svarta lådmodeller; Modellagnostisk; Maskininlärning; Beräkningsmässigt Effektiv; Beslut med höga insatser;

    Abstract : 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. READ MORE