Essays about: "univariate and multivariate GARCH models"

Showing result 1 - 5 of 8 essays containing the words univariate and multivariate GARCH models.

  1. 1. DCC-GARCH Estimation

    University essay from KTH/Matematik (Avd.)

    Author : Christofer Nordström; [2021]
    Keywords : Multivariate GARCH; DCC-GARCH; Conditional Correlation; Forecasting; Flerdimensionella GARCH-modeller; DCC-GARCH; Betingad Korrelation; Prognoser;

    Abstract : When modelling more that one asset, it is desirable to apply multivariate modeling to capture the co-movements of the underlying assets. The GARCH models has been proven to be successful when it comes to volatility forecast- ing. READ MORE

  3. 2. Considering Tail Events in Hedge Fund Portfolio Optimization

    University essay from Linköpings universitet/Produktionsekonomi

    Author : Josefin Bladh; Holm Greta; [2021]
    Keywords : Portfolio Optimization; Hedge Funds; Tail Events; Mean-CVaR;

    Abstract : The Fourth Swedish National Pension Fund (AP4), as well as many other large investors, has noted deficiencies the Mean-Variance framework for portfolio management of asset with non-normal characteristics. The main problem apparent in the Mean-Variance framework, when investing in alternative assets such as hedge funds, is the lacking systematic control of the balance between the measurements of risk due normal variation and tail-risk. READ MORE

  4. 3. Sustainable Bonds and Beyond: A Sustainable Alternative for Portfolio Diversification : An empirical study of sustainable bonds and existing asset classes from a volatility and correlation perspective in Sweden

    University essay from Umeå universitet/Företagsekonomi

    Author : Tung Bui Ba; Javier Jo; [2020]
    Keywords : Responsible Investment; Sustainable Bonds; Swedish Market; Modern Portfolio Theory; Diversification; Volatility; Correlation; Hedging;

    Abstract : Increasing awareness of sustainable issues is just one of the ways how modern society has evolved. Due to the growing challenges faced by climate change and societal issues, our world has grown to be more innovative in the fight and support towards initiatives that will contribute to the long-term of the world we live in. READ MORE

  5. 4. A comparison of multivariate GARCH models with respect to Value at Risk

    University essay from Uppsala universitet/Statistiska institutionen

    Author : Victor Boman; [2019]
    Keywords : multivariate GARCH; Value at Risk; forecasting; conditional correlation;

    Abstract : Since the introduction univariate GARCH models number of available models have grown rapidly and has been extended to the multivariate area. This paper compares three different multivariate GARCH models and they are evaluated using out of sample Value at Risk of dif- ferent portfolios. READ MORE

  6. 5. Black-Litterman Portfolio Allocation Stability and Financial Performance with MGARCH-M Derived Views

    University essay from Lunds universitet/Nationalekonomiska institutionen

    Author : Jens Norell; Eric Dove; [2016]
    Keywords : Financial Econometrics; Black-Litterman; Asset Allocation Stability; MGARCH-M; Business and Economics;

    Abstract : 2 Abstract This paper deploys methodology typically utilized in financial econometrics, namely univariate and multivariate GARCH-M forecasting techniques, as inputs into the Black-Litterman asset allocation process. While previous works have examined the usefulness in deploying select GARCH specifications as a source for the required Black-Litterman views vector, to the best of our knowledge, this is the first such work comparing the effects of select GARCH specification on asset allocation volatility. READ MORE