Essays about: "Shapley decomposition"

Found 4 essays containing the words Shapley decomposition.

  1. 1. A Tale of Two Sets of Opportunities. An exploration of Inequality of Opportunity among natives and second-generation immigrants in Sweden

    University essay from Lunds universitet/Ekonomisk-historiska institutionen

    Author : Irem Ucan; [2023]
    Keywords : Inequality of Opportunity; normative economics; Shapley decomposition; second-generation immigrants; income inequality; Business and Economics;

    Abstract : This paper examines the extent of income inequality that is attributed inherited circumstances such as social and family background, denoted as Inequality of Opportunity or IOp, for natives and second-generation immigrants in Sweden. The measurement of Inequality of Opportunity captures the between-type inequality, when individuals are grouped into types based on these predetermined circumstances, which involves parametrically estimating the average outcome of each type and comparing these averages between types. READ MORE

  3. 2. Sales Modeling and Local Factor Decomposition for Optimal Investment Decisions in MMM: A Monte Carlo Simulation Study

    University essay from Handelshögskolan i Stockholm/Institutionen för nationalekonomi

    Author : Daniel Heimgartner; [2020]
    Keywords : Marketing Mix Modeling; Shapley Value Regression; Time-Varying Effect Models; Shapley Additive Explanations; Accumulated Local Effects;

    Abstract : Media Mix Models (MMM) are used to understand drivers behind key performance indicators and to measure the effectiveness of media channels. The key metric to report causal impacts of media investments on sales is return on investment (ROI). The shape of ROI-curves crucially impacts optimal allocation. READ MORE

  4. 3. Lingering Educational Inequities under the Chinese Hukou System: A Human Opportunities Perspective

    University essay from Lunds universitet/Ekonomisk-historiska institutionen

    Author : Isabelle Huiwen Iaw; [2019]
    Keywords : China; HOI; Hukou; Inequality of Opportunity; Social Sciences;

    Abstract : China, an Asian powerhouse, has reached record levels of economic growth since milestone market reforms started in the late 1970s. It is poised to enter the next phase of development to join the ranks of advanced nations. READ MORE

  5. 4. Decomposing the decoupling of road-based traffic emissions and economic growth: Regional disparities between the national and city-level in Germany during 1999-2013

    University essay from Lunds universitet/Ekonomisk-historiska institutionen

    Author : Alexander Wobedo; [2019]
    Keywords : Business and Economics;

    Abstract : The process of decoupling is often considered to fulfil the prediction by the Environmental Kuznets Curve hypothesis that negative environmental externalities diminish with increasing income. Recent research has found many instances of delinking between economic growth and environmental harm on the national level across the globe. READ MORE