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The Peaks over Thresholds Method for Estimating High Quantiles of Loss Distributions
4 references·13 citing·39 second hop
The Peaks over Thresholds Method for Estimating High Quantiles of Loss Distributions (1997)The Peaks over Thresholds Method for Esti…Extreme value statistics and wind storm losses: A case study (1997)Extreme value statistics and …Modelling of extremal events in insurance and finance (1994)Modelling of extremal events …Extreme Value Analysis of Environmental Time Series: An Application to Trend Detection in Ground-Level Ozone (1989)Extreme Value Analysis of Env…Residual Life Time at Great Age (1974)Residual Life Time at Great A…Statistics of catastrophic hazardous liquid pipeline accidents (2020)Statistics of catastrophic ha…Parameter and quantile estimation for the generalized Pareto distribution in peaks over threshold framework (2017)Parameter and quantile estima…Extreme risk modeling: An EVT–pair-copulas approach for financial stress tests (2016)Extreme risk modeling: An EVT…Recommendations for the tuning of rare event probability estimators (2014)Recommendations for the tunin…A quantile estimation for massive data with generalized Pareto distribution (2011)A quantile estimation for mas…Multiple tail median approach for high reliability estimation (2009)Multiple tail median approach…Predicting tail-related risk measures: The consequences of using GARCH filters for non-GARCH data (2008)Predicting tail-related risk …Beyond Value at Risk: Forecasting Portfolio Loss at Multiple Horizons (2007)Beyond Value at Risk: Forecas…Sources of uncertainty in modeling operational risk losses (2006)Sources of uncertainty in mod…Price risk in the NYMEX energy complex: An extreme value approach (2005)Price risk in the NYMEX energ…Capital and Risk: New Evidence on Implications of Large Operational Losses (2005)Capital and Risk: New Evidenc…Generalized Pareto Fit to the Society of Actuaries’ Large Claims Database (2003)Generalized Pareto Fit to the…Ruin theory revisited: stochastic models for operational risk (2002)Ruin theory revisited: stocha…Extreme Values, Regular Variation and Point Processes (1987)Conditional value-at-risk for general loss distributions (2002)Correlation and Dependence in Risk Management: Properties and Pitfalls (2002)Top Incomes in the Long Run of History (2011)Limited-dependent and qualitative variables in econometrics (1983)Modelling Extremal Events (1997)Implications of Alternative Operational Risk Modeling Techniques (2004)Aggregating risk capital, with an application to operational risk (2006)What We Know, Don't Know and Can't Know About Bank Risks: A View from the Trenches (2006)Coherent Measures of Risk (1999)Value At Risk: The New Benchmark for Managing Financial Risk (2000)An Introduction to Statistical Modeling of Extreme Values (2001)MEASURING THE MARKET RISK OF FREIGHT RATES: A VALUE-AT-RISK APPROACH (2008)Extreme value analysis of daily Canadian crude oil prices (2010)Extreme Value Theory for Finance: A Survey (2012)Models for Exceedances Over High Thresholds (1990)The Asymptotic Theory of Extreme Order Statistics (1990)A Conditional Approach for Multivariate Extreme Values (with Discussion) (2004)Statistical Modeling of Spatial Extremes (2012)Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation (1982)Generalized autoregressive conditional heteroskedasticity (1986)Conditional Heteroskedasticity in Asset Returns: A New Approach (1991)GARCH models for daily stock returns: Impact of estimation frequency on Value-at-Risk and Expected Shortfall forecasts (2014)Realizing the extremes: Estimation of tail-risk measures from a high-frequency perspective (2016)Social capital, trust, and bank tail risk: The value of ESG rating and the effects of crisis shocks (2023)Time Series Analysis: Forecasting and Control (1977)An integrated inverse adaptive neural fuzzy system with Monte-Carlo sampling method for operational risk management (2018)Forecasting the joint distribution of Australian electricity prices using dynamic vine copulae (2018)The risk spillovers from the Chinese stock market to major East Asian stock markets: A MSGARCH-EVT-copula approach (2019)Extreme value theory : an introduction (2006)A Review of More than One Hundred Pareto-Tail Index Estimators (2019)Calculating quantile risk measures for financial return series using extreme value theory (1998)Value-at-Risk estimation of energy commodities: A long-memory GARCH–EVT approach (2015)Non-life rate-making with Bayesian GAMs (2004)A robust estimator for the tail index of Pareto-type distributions (2007)Composite Lognormal–Pareto model with random threshold (2010)Estimating the Tails of Loss Severity Distributions Using Extreme Value Theory (1997)Estimation of tail-related risk measures for heteroscedastic financial time series: an extreme value approach (2000)Extreme Correlation of International Equity Markets (2001)
this work references cited by second hop

References

  • 1994Modelling of extremal events in insurance and finance3,519 cited
  • 1974Residual Life Time at Great Age1,484 cited
  • 1989Extreme Value Analysis of Environmental Time Series: An Application to Trend Detection in Ground-Level Ozone682 cited
  • 1997Extreme value statistics and wind storm losses: A case study136 cited

Cited by

  • 2003Generalized Pareto Fit to the Society of Actuaries’ Large Claims Database91 cited
  • 2005Capital and Risk: New Evidence on Implications of Large Operational Losses69 cited
  • 2005Price risk in the NYMEX energy complex: An extreme value approach59 cited
  • 2016Extreme risk modeling: An EVT–pair-copulas approach for financial stress tests54 cited
  • 2008Predicting tail-related risk measures: The consequences of using GARCH filters for non-GARCH data47 cited
  • 2017Parameter and quantile estimation for the generalized Pareto distribution in peaks over threshold framework46 cited
  • 2002Ruin theory revisited: stochastic models for operational risk44 cited
  • 2006Sources of uncertainty in modeling operational risk losses42 cited
  • 2011A quantile estimation for massive data with generalized Pareto distribution36 cited
  • 2007Beyond Value at Risk: Forecasting Portfolio Loss at Multiple Horizons25 cited

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  • 2009Multiple tail median approach for high reliability estimation23 cited
  • 2020Statistics of catastrophic hazardous liquid pipeline accidents22 cited
  • 2014Recommendations for the tuning of rare event probability estimators10 cited