Efficient estimation of partially linear tail index models using B‐splines
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Publication:6075140
DOI10.1111/anzs.12357zbMath1521.62058OpenAlexW4210507400MaRDI QIDQ6075140
Publication date: 20 October 2023
Published in: Australian & New Zealand Journal of Statistics (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1111/anzs.12357
Nonparametric regression and quantile regression (62G08) Asymptotic properties of nonparametric inference (62G20) Nonparametric estimation (62G05) Statistics of extreme values; tail inference (62G32)
Cites Work
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- Penalised spline estimation for generalised partially linear single-index models
- 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
- 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
- Vector generalized linear and additive extreme value models
- Regression with response distributions of Pareto-type
- A moving window approach for nonparametric estimation of the conditional tail index
- A practical guide to splines
- Polynomial splines and their tensor products in extended linear modeling. (With discussions)
- Local polynomial maximum likelihood estimation for Pareto-type distributions.
- Extreme value analysis of environmental time series: an application to trend detection in ground-level ozone. With comments and a rejoinder by the author
- Empirical likelihood based inference for conditional Pareto-type tail index
- 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
- 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
- Polynomial Spline Estimation and Inference of Proportional Hazards Regression Models with Flexible Relative Risk Form
- Model checking in regression via dimension reduction
- Tail Index Estimation for Heavy-Tailed Models: Accommodation of Bias in Weighted Log-Excesses
- Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
- Statistics of Extremes
- Tail index varying coefficient model
- Tail Index Regression
- Generalized Additive Modelling of Sample Extremes
- An introduction to statistical modeling of extreme values
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