Sökning: "Copulas"

Visar resultat 1 - 5 av 28 uppsatser innehållade ordet Copulas.

  1. 1. Optimal mass transport: a viable alternative to copulas in financial risk modeling?

    Master-uppsats, KTH/Matematik (Inst.)

    Författare :Johan Orrenius; [2018]
    Nyckelord :Optimal mass transport; Financial risk; Copulas;

    Sammanfattning : Copulas as a description of joint probability distributions is today common when modeling financial risk. The optimal mass transport problem also describes dependence structures, although it is not well explored. This thesis explores the dependence structures of the entropy regularized optimal mass transport problem. LÄS MER

  2. 2. Dependence structure and risk spillovers between real estate and stock markets: An application of VMD based time-varying copula approach

    D-uppsats, Handelshögskolan i Stockholm/Institutionen för finansiell ekonomi

    Författare :Ran Tao; Xin Yuan; [2018]
    Nyckelord :Time varying copula; Variational mode decomposition; Risk spillovers; CoVaR; delta CoVaR;

    Sammanfattning : In this thesis, we combine copulas with the variational mode decomposition (VMD) method to explore the dependence structure between real estate and stock market in three countries, namely China, U.S. and Australia. LÄS MER

  3. 3. The Performance of Market Risk Models for Value at Risk and Expected Shortfall Backtesting : In the Light of the Fundamental Review of the Trading Book

    Master-uppsats, KTH/Matematisk statistik

    Författare :Katja Dalne; [2017]
    Nyckelord :Risk Management; Financial Time Series; Value at Risk; Expected Shortfall; Monte Carlo Simulation; GARCH modeling; Copulas; Hybrid Distribution; Generalized Pareto Distribution; Extreme Value Theory; Backtesting; Liquidity Horizon; Basel regulation.;

    Sammanfattning : The global financial crisis that took off in 2007 gave rise to several adjustments of the risk regulation for banks. An extensive adjustment, that is to be implemented in 2019, is the Fundamental Review of the Trading Book (FRTB). LÄS MER

  4. 4. The GARCH-copula model for gaugeing time conditional dependence in the risk management of electricity derivatives

    Master-uppsats, KTH/Matematisk statistik

    Författare :Johan Viktorsson; [2017]
    Nyckelord :;

    Sammanfattning : In the risk management of electricity derivatives, time to delivery can be divided into a time grid, with the assumption that within each cell of the grid, volatility is more or less constant. This setup however does not take in to account dependence between the different cells in the time grid. LÄS MER

  5. 5. Copula selection and parameter estimation in market risk models

    Master-uppsats, KTH/Matematisk statistik

    Författare :Carl Ljung; [2017]
    Nyckelord :;

    Sammanfattning : In this thesis, literature is reviewed for theory regarding elliptical copulas (Gaussian, Student’s t, and Grouped t) and methods for calibrating parametric copulas to sets of observations. Theory regarding model diagnostics is also summarized in the thesis. LÄS MER


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