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Tail Index Estimation, Pareto Quantile Plots Regression Diagnostics
3 references·16 citing·37 second hop
Tail Index Estimation, Pareto Quantile Plots Regression Diagnostics (1996)Tail Index Estimation, Pareto Quantile Pl…A Moment Estimator for the Index of an Extreme-Value Distribution (1989)A Moment Estimator for the In…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…Summarizing Risk Using Risk Measures and Risk Indices (2014)Summarizing Risk Using Risk M…Extreme Value Theory and Statistics of Univariate Extremes: A Review (2014)Extreme Value Theory and Stat…Tail Index Regression (2009)Tail Index RegressionStatistics of extremes under random censoring (2008)Statistics of extremes under …A robust estimator for the tail index of Pareto-type distributions (2007)A robust estimator for the ta…Generalized Pareto Fit to the Society of Actuaries’ Large Claims Database (2003)Generalized Pareto Fit to the…Diagnostics for Dependence within Time Series Extremes (2003)Diagnostics for Dependence wi…On Exponential Representations of Log-Spacings of Extreme Order Statistics (2002)On Exponential Representation…“Asymptotically Unbiased” Estimators of the Tail Index Based on External Estimation of the Second Order Parameter (2002)“Asymptotically Unbiased” Est…The Bootstrap Methodology in Statistics of Extremes—Choice of the Optimal Sample Fraction (2001)The Bootstrap Methodology in …Heavy-Tailed Distributions and Rating (2001)Heavy-Tailed Distributions an…A Diagnostic for Selecting the Threshold in Extreme Value Analysis (2001)A Diagnostic for Selecting th…Distribution and Dependence-Function Estimation for Bivariate Extreme-Value Distributions (2000)Distribution and Dependence-F…Alternatives to a Semi-Parametric Estimator of Parameters of Rare Events—The Jackknife Methodology* (2000)Alternatives to a Semi-Parame…Correlation Structure of International Equity Markets During Extremely Volatile Periods (1998)Correlation Structure of Inte…Excess Functions and Estimation of the Extreme-Value Index (1996)Excess Functions and Estimati…Using a Bootstrap Method to Choose the Sample Fraction in Tail Index Estimation (2001)A Sturdy Reduced-Bias Extreme Quantile ( VaR ) Estimator (2007)Tail Index Estimation for Heavy-Tailed Models: Accommodation of Bias in Weighted Log-Excesses (2007)Direct Reduction of Bias of the Classical Hill Estimator (2022)Modelling of extremal events in insurance and finance (1994)Modelling Extremal Events (1997)An Introduction to Statistical Modeling of Extreme Values (2001)Estimation of Tail Risk Based on Extreme Expectiles (2017)Extreme Correlation in Cryptocurrency Markets (2018)Is Bitcoin the New Digital Gold? Evidence From Extreme Price Movements in Financial Markets (2018)The Asymptotic Theory of Extreme Order Statistics (1990)Semi-parametric Estimation of the Second Order Parameter in Statistics of Extremes (2002)A simple generalisation of the Hill estimator (2012)Human behavior and the principle of least effort (1949)Accounting for threshold uncertainty in extreme value estimation (2006)The Quantitative Modeling of Operational Risk: Between G-and-H and EVT (2007)Bivariate Extreme Value Theory: Models and Estimation (1988)Bivariate Threshold Methods for Extremes (1992)Statistical methods for multivariate extremes: an application to structural design. (1994)A goodness-of-fit test for bivariate extreme-value copulas (2011)Estimation of the conditional distribution of a multivariate variable given that one of its components is large: Additional constraints for the Heffernan and Tawn model (2012)Likelihood estimators for multivariate extremes (2015)On Asymptotic Normality of Hill's Estimator for the Exponent of Regular Variation (1985)Asymptotically unbiased estimators for the extreme-value index (1998)The variation of certain speculative prices (1997)Selecting the optimal sample fraction in univariate extreme value estimation (1998)Estimating a tail exponent by modelling departure from a Pareto distribution (1999)Tail Index Estimation and an Exponential Regression Model (1999)Applied Probability and Queues (1987)Models for Exceedances Over High Thresholds (1990)A Comparison of Methods for Estimating the Extremal Index (2000)Modelling the distribution of the cluster maxima of exceedances of subasymptotic thresholds (2012)Modelling Time Series Extremes (2022)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)Heavy tail modeling and teletraffic data: special invited paper (1997)A Conditional Approach for Multivariate Extreme Values (with Discussion) (2004)
this work references cited by second hop

References

  • 1989A Moment Estimator for the Index of an Extreme-Value Distribution697 cited
  • 1982On Some Simple Estimates of an Exponent of Regular Variation564 cited
  • 1985Kernel Estimates of the Tail Index of a Distribution283 cited

Cited by

  • 2014Extreme Value Theory and Statistics of Univariate Extremes: A Review197 cited
  • 2002“Asymptotically Unbiased” Estimators of the Tail Index Based on External Estimation of the Second Order Parameter157 cited
  • 2003Diagnostics for Dependence within Time Series Extremes140 cited
  • 2001The Bootstrap Methodology in Statistics of Extremes—Choice of the Optimal Sample Fraction133 cited
  • 2001A Diagnostic for Selecting the Threshold in Extreme Value Analysis131 cited
  • 2000Distribution and Dependence-Function Estimation for Bivariate Extreme-Value Distributions124 cited
  • 1996Excess Functions and Estimation of the Extreme-Value Index120 cited
  • 2009Tail Index Regression97 cited
  • 2000Alternatives to a Semi-Parametric Estimator of Parameters of Rare Events—The Jackknife Methodology*93 cited
  • 2002On Exponential Representations of Log-Spacings of Extreme Order Statistics91 cited
  • 2003Generalized Pareto Fit to the Society of Actuaries’ Large Claims Database91 cited

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2001
Heavy-Tailed Distributions and Rating
86 cited
  • 2008Statistics of extremes under random censoring84 cited
  • 2014Summarizing Risk Using Risk Measures and Risk Indices82 cited
  • 2007A robust estimator for the tail index of Pareto-type distributions82 cited
  • 1998Correlation Structure of International Equity Markets During Extremely Volatile Periods81 cited