Divergence based robust estimation of the tail index through an exponential regression model
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Publication:2404621
DOI10.1007/S10260-016-0364-9zbMath1441.62114arXiv1405.0808OpenAlexW2468444125WikidataQ115605847 ScholiaQ115605847MaRDI QIDQ2404621
Publication date: 19 September 2017
Published in: Statistical Methods and Applications (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/1405.0808
Nonparametric regression and quantile regression (62G08) Asymptotic properties of nonparametric inference (62G20) Statistics of extreme values; tail inference (62G32)
Related Items (2)
Robust nonparametric estimation of the conditional tail dependence coefficient ⋮ Robust estimation of Pareto-type tail index through an exponential regression model
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Cites Work
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- Robust estimation for independent non-homogeneous observations using density power divergence with applications to linear regression
- Simulation of close-to-reality population data for household surveys with application to EU-SILC
- A moment estimator for the index of an extreme-value distribution
- Estimation of a tail index based on minimum density power divergence
- A robust estimator for the tail index of Pareto-type distributions
- Estimating tails of probability distributions
- Statistical inference using extreme order statistics
- A simple general approach to inference about the tail of a distribution
- Do robust estimators work with real data?
- Adaptively truncated maximum likelihood regression with asymmetric errors.
- Tail index estimation and an exponential regression model
- Robust conditional Weibull-type estimation
- Sur la distribution limite du terme maximum d'une série aléatoire
- Parameter and Quantile Estimation for the Generalized Pareto Distribution
- The Influence Curve and Its Role in Robust Estimation
- Robust and efficient estimation by minimising a density power divergence
- Tail Index Estimation, Pareto Quantile Plots, and Regression Diagnostics
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