Essays about: "Generalized Pareto Distribution"

Showing result 1 - 5 of 24 essays containing the words Generalized Pareto Distribution.

  1. 1. Pricing and Modeling Heavy Tailed Reinsurance Treaties - A Pricing Application to Risk XL Contracts

    University essay from KTH/Matematisk statistik

    Author : Ormia Abdullah Mohamad; Anna Westin; [2023]
    Keywords : Reinsurance; Extreme Value Theory; POT-model; Hill estimator; Risk XL contracts; Generalized Pareto distribution; Method of Moments.; Återförsäkring; Extremevärdesteori; POT-modellen; Hill estimatorn; Risk XL kontrakt; generella Paretofördelningen; Momentmetoden.;

    Abstract : To estimate the risk of a loss occurring for insurance takers is a difficult task in the insurance industry. It is an even more difficult task to price the risk for reinsurance companies which insures the primary insurers. READ MORE

  3. 2. Into the Trading Book: Estimating Expected Shortfall

    University essay from Lunds universitet/Nationalekonomiska institutionen

    Author : Robin Eric Schmutz; Leonard Schneider; [2023]
    Keywords : Expected shortfall; Trading book; Historical simulation; Parametric estimation; Backtesting; Business and Economics;

    Abstract : In light of the revised 2019 proposals constituting the Fundamental Review of the Trading Book, which amend the third Basel Accord, expected shortfall is set to replace value at risk as the risk measure dictating banks' capital reserving requirements for exposure to market risk. This paper examines how best to accurately estimate expected shortfall from a regulatory perspective by carrying out an array of non-parametric as well as parametric methods over the recent years of financial instability. READ MORE

  4. 3. Economic Capital Models : Methods for fitting loss distributions

    University essay from Umeå universitet/Institutionen för matematik och matematisk statistik

    Author : William Fritzell; [2023]
    Keywords : Economic Capital; Distribution fitting; MCMC;

    Abstract : The thesis provides a well-researched classical approach to fit and predict the losses (extreme) for Lloyds Bank’s Dutch mortgage portfolio, their defaulted Dutch mortgage portfolio, and their German personal and car loan portfolio. This is a crucial piece for quantification of the economic loss, required for effective credit risk management by the Bank. READ MORE

  5. 4. Applying Peaks-Over-Threshold for Increasing the Speed of Convergence of a Monte Carlo Simulation

    University essay from KTH/Matematik (Avd.)

    Author : Eric Jakobsson; Thor Åhlgren; [2022]
    Keywords : Monte Carlo Simulation; Value-at-Risk; Expected Shortfall; Peaks- Over-Threshold; Life Insurances; Generalized Pareto Distribution; Extreme-Value-Theory; Monte Carlo Simulation; Value-at-Risk; Expected Shortfall; Peaks-Over-Threshold; Livförsäkringar; Generalized Pareto Fördelning; Extremvärdesteori;

    Abstract : This thesis investigates applying the semiparametric method Peaks-Over-Threshold on data generated from a Monte Carlo simulation when estimating the financial risk measures Value-at-Risk and Expected Shortfall. The goal is to achieve a faster convergence than a Monte Carlo simulation when assessing extreme events that symbolise the worst outcomes of a financial portfolio. READ MORE

  6. 5. Traffic safety analysis by surrogate measures:an extreme value approach

    University essay from Lunds universitet/Matematisk statistik

    Author : Heidi Mach; [2022]
    Keywords : Mathematics and Statistics;

    Abstract : Road safety analyses are required for the prevention of road accident fatalities. In Europe, the ambition is "Vision Zero". Data that was used is collected by the research group Transport and Roads which is part of Department of Technology and Society at LTH, Lund University. READ MORE