Weighted local linear composite quantile estimation for the case of general error distributions
From MaRDI portal
Publication:1948170
DOI10.1016/j.jspi.2013.01.002zbMath1428.62166OpenAlexW2023291701MaRDI QIDQ1948170
Publication date: 2 May 2013
Published in: Journal of Statistical Planning and Inference (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/j.jspi.2013.01.002
consistencyasymptotic efficiencynonparametric regressionasymmetric distributionlocal linear composite quantile regression
Nonparametric regression and quantile regression (62G08) Asymptotic properties of nonparametric inference (62G20)
Related Items (25)
Quantile regression estimation for distortion measurement error data ⋮ Weighted composite quantile regression for single-index models ⋮ An efficient estimation for the parameter in additive partially linear models with missing covariates ⋮ Robust estimation for partial functional linear regression models based on FPCA and weighted composite quantile regression ⋮ Composite quantile regression for correlated data ⋮ General composite quantile regression: Theory and methods ⋮ Gaussian copula based composite quantile regression in semivarying models with longitudinal data ⋮ Semiparametric quantile estimation for varying coefficient partially linear measurement errors models ⋮ Global debiased DC estimations for biased estimators via pro forma regression ⋮ An improved and efficient estimation method for varying-coefficient model with missing covariates ⋮ Renewable composite quantile method and algorithm for nonparametric models with streaming data ⋮ Estimation and variable selection in single-index composite quantile regression ⋮ An improvement on the efficiency of complete-case-analysis with nonignorable missing covariate data ⋮ Weighted local linear CQR for varying-coefficient models with missing covariates ⋮ Robust communication-efficient distributed composite quantile regression and variable selection for massive data ⋮ Penalized weighted composite quantile regression for partially linear varying coefficient models with missing covariates ⋮ Computation and application of robust data-driven bandwidth selection for gradient function estimation ⋮ Composite quantile regression for single-index models with asymmetric errors ⋮ Adaptive composite quantile regressions and their asymptotic relative efficiency ⋮ Copula and composite quantile regression-based estimating equations for longitudinal data ⋮ Robust and efficient estimating equations for longitudinal data partial linear models and its applications ⋮ Robust check loss-based inference of semiparametric models and its application in environmental data ⋮ Local weighted composite quantile estimation and smoothing parameter selection for nonparametric derivative function ⋮ Adaptively weighted kernel regression ⋮ Single-index composite quantile regression with heteroscedasticity and general error distributions
This page was built for publication: Weighted local linear composite quantile estimation for the case of general error distributions