A nonparametric estimator for the conditional tail index of Pareto-type distributions
From MaRDI portal
Publication:2303031
DOI10.1007/s00184-019-00723-8zbMath1436.62148OpenAlexW2955352825WikidataQ127593244 ScholiaQ127593244MaRDI QIDQ2303031
Publication date: 28 February 2020
Published in: Metrika (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1007/s00184-019-00723-8
Nonparametric regression and quantile regression (62G08) Asymptotic distribution theory in statistics (62E20) Asymptotic properties of nonparametric inference (62G20) Statistics of extreme values; tail inference (62G32)
Uses Software
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- A moment estimator for the conditional extreme-value index
- Estimation of the conditional tail index using a smoothed local Hill estimator
- A general estimator for the extreme value index: applications to conditional and heteroscedastic extremes
- Uniform asymptotic properties of a nonparametric regression estimator of conditional tails
- Conditional extremes from heavy-tailed distributions: an application to the estimation of extreme rainfall return levels
- Estimating the conditional extreme-value index under random right-censoring
- A moment estimator for the index of an extreme-value distribution
- Regression with response distributions of Pareto-type
- A moving window approach for nonparametric estimation of the conditional tail index
- Kernel estimates of the tail index of a distribution
- Estimating tails of probability distributions
- A simple general approach to inference about the tail of a distribution
- Local likelihood and local partial likelihood in hazard regression
- Asymptotic normality of least-squares estimators of tail indices
- Local polynomial maximum likelihood estimation for Pareto-type distributions.
- Tail index estimation and an exponential regression model
- Extreme value analysis of environmental time series: an application to trend detection in ground-level ozone. With comments and a rejoinder by the author
- Testing for covariance stationarity in stock market data
- Tail dimension reduction for extreme quantile estimation
- Kernel estimators of extreme level curves
- Functional kernel estimators of large conditional quantiles
- On kernel smoothing for extremal quantile regression
- Structural Change Tests in Tail Behaviour and the Asian Crisis
- Estimation of Extreme Conditional Quantiles Through Power Transformation
- A local moment type estimator for the extreme value index in regression with random covariates
- Nonparametric regression estimation of conditional tails: the random covariate case
- Local Likelihood Estimation
- SLOW VARIATION WITH REMAINDER: THEORY AND APPLICATIONS
- On Smooth Statistical Tail Functionals
- Efficient Estimation and Inferences for Varying-Coefficient Models
- Local Polynomial Kernel Regression for Generalized Linear Models and Quasi-Likelihood Functions
- Local Likelihood Smoothing of Sample Extremes
- Tail Index Regression
- Function minimization by conjugate gradients
- Statistics of Heteroscedastic Extremes
- Generalized Additive Modelling of Sample Extremes
- An introduction to statistical modeling of extreme values
This page was built for publication: A nonparametric estimator for the conditional tail index of Pareto-type distributions