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A Diagnostic for Selecting the Threshold in Extreme Value Analysis
8 references·16 citing·39 second hop
A Diagnostic for Selecting the Threshold in Extreme Value Analysis (2001)A Diagnostic for Selecting the Threshold …Using a Bootstrap Method to Choose the Sample Fraction in Tail Index Estimation (2001)Using a Bootstrap Method to C…Estimating a tail exponent by modelling departure from a Pareto distribution (1999)Estimating a tail exponent by…Selecting the optimal sample fraction in univariate extreme value estimation (1998)Selecting the optimal sample …Tail Index Estimation, Pareto Quantile Plots Regression Diagnostics (1996)Tail Index Estimation, Pareto…On Asymptotic Normality of Hill's Estimator for the Exponent of Regular Variation (1985)On Asymptotic Normality of Hi…Kernel Estimates of the Tail Index of a Distribution (1985)Kernel Estimates of the Tail …On Some Simple Estimates of an Exponent of Regular Variation (1982)On Some Simple Estimates of a…Human behavior and the principle of least effort (1949)Human behavior and the princi…Overview and Open Research Topics in Statistics of Univariate Extremes (2022)Overview and Open Research To…Adapting extreme value statistics to financial time series: dealing with bias and serial dependence (2016)Adapting extreme value statis…Extreme Value Analysis : an Introduction (2013)Extreme Value Analysis : an I…Likelihood-Based Procedures for Threshold Diagnostics and Uncertainty in Extreme Value Modelling (2012)Likelihood-Based Procedures f…Kernel estimators for the second order parameter in extreme value statistics (2010)Kernel estimators for the sec…Frontier estimation and extreme value theory (2010)Frontier estimation and extre…Statistics of extremes for IID data and breakthroughs in the estimation of the extreme value index: Laurens de Haan leading contributions (2008)Statistics of extremes for II…The Quantitative Modeling of Operational Risk: Between G-and-H and EVT (2007)The Quantitative Modeling of …The Quantitative Modeling of Operational Risk: Between G-and-H and EVT (2007)The Quantitative Modeling of …Accounting for threshold uncertainty in extreme value estimation (2006)Accounting for threshold unce…A robust prediction error criterion for pareto modelling of upper tails (2006)A robust prediction error cri…A Hill Type Estimator of the Weibull Tail-Coefficient (2004)A Hill Type Estimator of the …ESTIMATING THE EXTREME VALUE INDEX AND HIGH QUANTILES WITH EXPONENTIAL REGRESSION MODELS (2003)ESTIMATING THE EXTREME VALUE …Semi-parametric Estimation of the Second Order Parameter in Statistics of Extremes (2002)Semi-parametric Estimation of…On Exponential Representations of Log-Spacings of Extreme Order Statistics (2002)On Exponential Representation…Confidence Intervals for the Tail Index (2001)Confidence Intervals for the …Human Behavior and the Principle of Least Effort: An Introduction to Human Ecology. (1949)Human behavior and the principle of least effort: An introduction to human ecology. By George Kingsley Zipf. Pp. xi, 573. Cambridge, Mass.: Addison-Wesley Press, 1949. (1950)Extreme Value Analysis of Environmental Time Series: An Application to Trend Detection in Ground-Level Ozone (1989)A Dynamic Mixture Model for Unsupervised Tail Estimation without Threshold Selection (2002)Rank-1/2: A Simple Way to Improve the OLS Estimation of Tail Exponents (2006)Extreme Value Theory and Statistics of Univariate Extremes: A Review (2014)A Moment Estimator for the Index of an Extreme-Value Distribution (1989)“Asymptotically Unbiased” Estimators of the Tail Index Based on External Estimation of the Second Order Parameter (2002)Diagnostics for Dependence within Time Series Extremes (2003)How to make a Hill plot (2000)Statistical Analysis of Extreme Values (2007)Are output growth‐rate distributions fat‐tailed? some evidence from OECD countries (2008)Power-law distributions in binned empirical data (2014)Models for Exceedances Over High Thresholds (1990)Modelling Extremal Events (1997)An Introduction to Statistical Modeling of Extreme Values (2001)Composite Lognormal–Pareto model with random threshold (2010)Extended generalised Pareto models for tail estimation (2012)Extreme market risk and extreme value theory (2012)Laws of Large Numbers for Sums of Extreme Values (1982)Smoothing the Hill Estimator (1997)Tail index estimation for dependent data (1998)On the Frequency of Large Stock Returns: Putting Booms and Busts into Perspective (1991)ARCH modeling in finance (1992)Value-at-Risk and Extreme Returns (2000)Value-at-risk versus expected shortfall: A practical perspective (2004)An Application of Extreme Value Theory for Measuring Financial Risk (2006)The variation of certain speculative prices (1997)Tail Index Estimation and an Exponential Regression Model (1999)Extreme Values, Regular Variation and Point Processes (1987)Modelling of extremal events in insurance and finance (1994)The quantification of operational risk using internal data, relevant external data and expert opinion (2007)Additivity properties for Value-at-Risk under Archimedean dependence and heavy-tailedness (2008)A discussion on mean excess plots (2010)Testing the covariance stationarity of heavy-tailed time series: An overview of the theory with applications to several financial datasets (1994)Rank − 1 / 2: A Simple Way to Improve the OLS Estimation of Tail Exponents (2009)Birds of a Feather: Homophily in Social Networks (2001)Zipf Distribution of U.S. Firm Sizes (2001)Power laws, Pareto distributions and Zipf's law (2005)
this work references cited by second hop

References

  • 1949Human behavior and the principle of least effort6,562 cited
  • 1982On Some Simple Estimates of an Exponent of Regular Variation564 cited
  • 2001Using a Bootstrap Method to Choose the Sample Fraction in Tail Index Estimation452 cited
  • 1985Kernel Estimates of the Tail Index of a Distribution283 cited
  • 1998Selecting the optimal sample fraction in univariate extreme value estimation256 cited
  • 1999Estimating a tail exponent by modelling departure from a Pareto distribution229 cited
  • 1996Tail Index Estimation, Pareto Quantile Plots Regression Diagnostics223 cited
  • 1985On Asymptotic Normality of Hill's Estimator for the Exponent of Regular Variation214 cited

Cited by

  • 2007The Quantitative Modeling of Operational Risk: Between G-and-H and EVT125 cited
  • 2006Accounting for threshold uncertainty in extreme value estimation122 cited
  • 2002On Exponential Representations of Log-Spacings of Extreme Order Statistics91 cited
  • 2002Semi-parametric Estimation of the Second Order Parameter in Statistics of Extremes79 cited
  • 2003ESTIMATING THE EXTREME VALUE INDEX AND HIGH QUANTILES WITH EXPONENTIAL REGRESSION MODELS77 cited
  • 2007The Quantitative Modeling of Operational Risk: Between G-and-H and EVT71 cited

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  • 2022Overview and Open Research Topics in Statistics of Univariate Extremes63 cited
  • 2016Adapting extreme value statistics to financial time series: dealing with bias and serial dependence62 cited
  • 2010Kernel estimators for the second order parameter in extreme value statistics59 cited
  • 2008Statistics of extremes for IID data and breakthroughs in the estimation of the extreme value index: Laurens de Haan leading contributions57 cited
  • 2012Likelihood-Based Procedures for Threshold Diagnostics and Uncertainty in Extreme Value Modelling52 cited
  • 2001Confidence Intervals for the Tail Index52 cited
  • 2013Extreme Value Analysis : an Introduction50 cited
  • 2010Frontier estimation and extreme value theory49 cited
  • 2004A Hill Type Estimator of the Weibull Tail-Coefficient48 cited
  • 2006A robust prediction error criterion for pareto modelling of upper tails46 cited