Extremal quantile regression

From MaRDI portal
Publication:2388357

DOI10.1214/009053604000001165zbMath1068.62063arXivmath/0505639OpenAlexW2952580930MaRDI QIDQ2388357

Victor Chernozhukov

Publication date: 12 September 2005

Published in: The Annals of Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/math/0505639




Related Items

Discussion of ‘On studying extreme values and systematic risks with nonlinear time series models and tail dependence measures’Bayesian analysis for quantile smoothing splineUNIFORM INFERENCE IN A GENERALIZED INTERVAL ARITHMETIC CENTER AND RANGE LINEAR MODELEstimation of extreme conditional quantiles through an extrapolation of intermediate regression quantilesEstimation for Extreme Conditional Quantiles of Functional Quantile RegressionNonparametric estimation of the conditional tail index and extreme quantiles under random censoringEstimation of high conditional quantiles using the Hill estimator of the tail indexFinite sample inference for quantile regression modelsExtreme Quantile Estimation Based on the Tail Single-index ModelAn extreme value Bayesian Lasso for the conditional left and right tailsExtreme value inference for quantile regression with varying coefficientsEstimation and inference about tail features with tail censored dataGMM quantile regressionNonparametric ``regression when errors are positioned at end-pointsAssessing wage status transition and stagnation using quantile transition regressionUnnamed ItemFinite-sample distribution of regression quantilesExtremal quantile autoregression for heavy-tailed time seriesExtremal quantiles and stock price crashesOn the use of \(L\)-functionals in regression modelsExtreme quantile regression for tail single-index varying-coefficient modelsRobust inference with stochastic local unit root regressors in predictive regressionsPanel quantile regression for extreme riskExtreme geometric quantiles in a multivariate regular variation frameworkGradient boosting for extreme quantile regressionReprint: Hypothesis testing on high dimensional quantile regressionTail adversarial stability for regularly varying linear processes and their extensionsHypothesis testing on high dimensional quantile regressionNONPARAMETRIC ESTIMATION OF CONDITIONAL VALUE-AT-RISK AND EXPECTED SHORTFALL BASED ON EXTREME VALUE THEORYInference for extremal regression with dependent heavy-tailed data\(\ell_1\)-penalized quantile regression in high-dimensional sparse modelsOn kernel smoothing for extremal quantile regressionExtremal quantile regressions for selection models and the black-white wage gapExtremal linear quantile regression with Weibull-type tailsBayesian quantile regression with mixed discrete and nonignorable missing covariatesVAR for VaR: measuring tail dependence using multivariate regression quantilesLinear quantile regression models for longitudinal experiments: an overviewEstimation of High Conditional Quantiles for Heavy-Tailed DistributionsExtremal quantile treatment effectsAdditive models for extremal quantile regression with Pareto-type distributionsInference for conditional value-at-risk of a predictive regressionQuantile calculus and censored regressionUnnamed ItemEstimation in Nonparametric Regression with Non-Regular ErrorsOn the Strong Consistency of the Kernel Estimator of Extreme Conditional QuantilesEstimation of Non-Crossing Quantile Regression CurvesRobust estimation and regression with parametric quantile functionsEstimation of spatio-temporal extreme distribution using a quantile factor modelPrediction of extremal precipitation by quantile regression forests: from SNU multiscale teamFrontier estimation in nonparametric location-scale modelsAsymptotics for estimation of quantile regressions with truncated infinite-dimensional proc\-ess\-esPredictive quantile regression with persistent covariates: IVX-QR approachEstimation of bivariate excess probabilities for elliptical modelsAdjusted extreme conditional quantile autoregression with application to risk measurementFACTORISABLE MULTITASK QUANTILE REGRESSIONGeneralized Additive Models for Exceedances of High Thresholds With an Application to Return Level Estimation for U.S. Wind GustsQuantile regression for longitudinal data based on latent Markov subject-specific parametersSimultaneous confidence bands for extremal quantile regression with splinesSHRINKAGE ESTIMATION FOR NEARLY SINGULAR DESIGNSAsymptotic theory of the adaptive sparse group LassoRIGHT-TAIL INFORMATION IN FINANCIAL MARKETSExtreme conditional expectile estimation in heavy-tailed heteroscedastic regression modelsSaddlepoint tests for quantile regressionRegression-type analysis for multivariate extreme valuesEstimation of Extreme Conditional Quantiles Through Power TransformationAdaptively weighted kernel regressionHigh-Order Conditional Quantile Estimation Based on Nonparametric Models of RegressionExtreme partial least-squaresAveraged extreme regression quantile



Cites Work