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Semi-parametric estimation for heavy tailed distributions
14 references·6 citing·30 second hop
Semi-parametric estimation for heavy tailed distributions (2009)Semi-parametric estimation for heavy tail…Extreme Value Theory (2006)Extreme Value TheorySemi-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…Generalizations of the Hill estimator – asymptotic versus finite sample behaviour (2001)Generalizations of the Hill e…A Bootstrap-based Method to Achieve Optimality in Estimating the Extreme-value Index (1999)A Bootstrap-based Method to A…Selecting the optimal sample fraction in univariate extreme value estimation (1998)Selecting the optimal sample …On Smooth Statistical Tail Functionals (1998)On Smooth Statistical Tail Fu…The qq-estimator and heavy tails (1996)The qq-estimator and heavy ta…ON LEAST SQUARES ESTIMATES OF AN EXPONENTIAL TAIL COEFFICIENT (1996)ON LEAST SQUARES ESTIMATES OF…Excess Functions and Estimation of the Extreme-Value Index (1996)Excess Functions and Estimati…Optimal Choice of Sample Fraction in Extreme-Value Estimation (1993)Optimal Choice of Sample Frac…Optimal choice of sample fraction in extreme-value estimation (1991)Optimal choice of sample frac…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…Overview and Open Research Topics in Statistics of Univariate Extremes (2022)Overview and Open Research To…A Review of More than One Hundred Pareto-Tail Index Estimators (2019)A Review of More than One Hun…Adapting extreme value statistics to financial time series: dealing with bias and serial dependence (2016)Adapting extreme value statis…Nonparametric regression estimation of conditional tails: the random covariate case (2013)Nonparametric regression esti…Adaptive estimation of heavy right tails: resampling-based methods in action (2011)Adaptive estimation of heavy …Kernel estimators for the second order parameter in extreme value statistics (2010)Kernel estimators for the sec…A Moment Estimator for the Index of an Extreme-Value Distribution (1989)Using a Bootstrap Method to Choose the Sample Fraction in Tail Index Estimation (2001)Estimating catastrophic quantile levels for heavy-tailed distributions (2004)Estimation of the extreme-value index and generalized quantile plots (2005)Conditional extremes from heavy-tailed distributions: an application to the estimation of extreme rainfall return levels (2010)On the Frequency of Large Stock Returns: Putting Booms and Busts into Perspective (1989)On the Frequency of Large Stock Returns: Putting Booms and Busts into Perspective (1991)Smoothing the Hill Estimator (1997)The New Introduction to Geographical Economics (2009)Power-law distributions in binned empirical data (2014)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)Estimating Tails of Probability Distributions (1987)Asymptotically unbiased estimators for the extreme-value index (1998)Alternatives to a Semi-Parametric Estimator of Parameters of Rare Events—The Jackknife Methodology* (2000)Tail Index Estimation, Pareto Quantile Plots Regression Diagnostics (1996)Heavy-Tailed Distributions and Rating (2001)The variation of certain speculative prices (1997)Estimating a tail exponent by modelling departure from a Pareto distribution (1999)Tail Index Estimation and an Exponential Regression Model (1999)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)Best Attainable Rates of Convergence for Estimators of the Stable Tail Dependence Function (1998)On optimising the estimation of high quantiles of a probability distribution (2003)Copulas: A Personal View (2009)Extreme-Value Copulas (2010)Extreme events: dynamics, statistics and prediction (2011)On maximum likelihood estimation of the extreme value index (2002)On maximum likelihood estimation of the extreme value index (2004)
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References

  • 1982On Some Simple Estimates of an Exponent of Regular Variation564 cited
  • 2006Extreme Value Theory442 cited
  • 1985Kernel Estimates of the Tail Index of a Distribution283 cited
  • 1998Selecting the optimal sample fraction in univariate extreme value estimation256 cited
  • 1996The qq-estimator and heavy tails203 cited
  • 1998On Smooth Statistical Tail Functionals145 cited
  • 1996Excess Functions and Estimation of the Extreme-Value Index120 cited
  • 1999A Bootstrap-based Method to Achieve Optimality in Estimating the Extreme-value Index120 cited
  • 1993Optimal Choice of Sample Fraction in Extreme-Value Estimation104 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
  • 1991Optimal choice of sample fraction in extreme-value estimation79 cited
  • 2001Generalizations of the Hill estimator – asymptotic versus finite sample behaviour77 cited
  • 1996ON LEAST SQUARES ESTIMATES OF AN EXPONENTIAL TAIL COEFFICIENT76 cited

Cited by

  • 2022Overview and Open Research Topics in Statistics of Univariate Extremes

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63 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
  • 2011Adaptive estimation of heavy right tails: resampling-based methods in action44 cited
  • 2013Nonparametric regression estimation of conditional tails: the random covariate case42 cited
  • 2019A Review of More than One Hundred Pareto-Tail Index Estimators39 cited