Bayesian analysis in single-index quantile regression with missing observation

DOI10.1080/03610926.2022.2042027OpenAlexW4220800266MaRDI QIDQ6096188

Han-Ying Liang, Chang-Sheng Liu

Publication date: 11 September 2023

Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610926.2022.2042027

zbMATH Keywords

Bayesian analysisasymptotic normalityposterior distributionmissing at randomsingle-index quantile regression

Mathematics Subject Classification ID

Asymptotic distribution theory in statistics (62E20) Bayesian problems; characterization of Bayes procedures (62C10)

Cites Work

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• Single-index quantile regression
• Bayesian variable selection with shrinking and diffusing priors
• Bayesian analysis of a Tobit quantile regression model
• Inference for single-index quantile regression models with profile optimization
• Bayesian quantile regression based on the empirical likelihood with spike and slab priors
• Single index quantile regression for heteroscedastic data
• Linear regression analysis of survival data with missing censoring indicators
• Bayesian quantile regression for single-index models
• Bayesian estimation and variable selection for single index models
• Two step composite quantile regression for single-index models
• Limiting distributions for \(L_1\) regression estimators under general conditions
• Local asymptotics for regression splines and confidence regions
• Quantile regression and variable selection for partially linear model with randomly truncated data
• A new Bayesian single index model with or without covariates missing at random
• Weighted composite quantile regression for single index model with missing covariates at random
• Weighted quantile regression and testing for varying-coefficient models with randomly truncated data
• Quantile regression and variable selection for partially linear single-index models with missing censoring indicators
• GEE analysis for longitudinal single-index quantile regression
• Consistency in Nonlinear Econometric Models: A Generic Uniform Law of Large Numbers
• Local Linear Additive Quantile Regression
• Quantile regression of partially linear single-index model with missing observations
• Empirical likelihood in varying-coefficient quantile regression with missing observations
• Bayesian single-index quantile regression for ordinal data
• Bayesian nonparametric modelling of the link function in the single-index model using a Bernstein–Dirichlet process prior
• Bayesian elastic net single index quantile regression
• Posterior Inference in Bayesian Quantile Regression with Asymmetric Laplace Likelihood

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