Bayesian joint quantile regression for mixed effects models with censoring and errors in covariates

DOI10.1007/S00180-016-0659-1zbMath1347.65034OpenAlexW2346148797MaRDI QIDQ311310

Er'qian Li, Mao-Zai Tian, Yu-Zhu Tian

Publication date: 29 September 2016

Published in: Computational Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s00180-016-0659-1

zbMATH Keywords

longitudinal datacensoringBayesian quantile regressionerrors in covariatesheavy-tailed random effects

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Linear regression; mixed models (62J05) Applications of statistics to biology and medical sciences; meta analysis (62P10) Censored data models (62N01)

Related Items (11)

Bayesian quantile semiparametric mixed-effects double regression models ⋮ Likelihood-based quantile autoregressive distributed lag models and its applications ⋮ Weighted composite quantile regression for longitudinal mixed effects models with application to AIDS studies ⋮ Bayesian LASSO-Regularized quantile regression for linear regression models with autoregressive errors ⋮ Likelihood-based quantile mixed effects models for longitudinal data with multiple features via MCEM algorithm ⋮ Bayesian bridge-randomized penalized quantile regression estimation for linear regression model with AP(q) perturbation ⋮ Joint modeling for mixed-effects quantile regression of longitudinal data with detection limits and covariates measured with error, with application to AIDS studies ⋮ Quantile regression for linear models with autoregressive errors using EM algorithm ⋮ Bayesian bridge-randomized penalized quantile regression for ordinal longitudinal data, with application to firm's bond ratings ⋮ Bayesian bridge-randomized penalized quantile regression ⋮ Quantile regression-based Bayesian joint modeling analysis of longitudinal-survival data, with application to an AIDS cohort study

Uses Software

• tlmec

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Random-Effects Models for Longitudinal Data
• An estimation of the entropy for a Rayleigh distribution based on doubly-generalized type-II hybrid censored samples
• Hierarchical likelihood methods for nonlinear and generalized linear mixed models with missing data and measurement errors in covariates
• Asymptotics for panel quantile regression models with individual effects
• Bayesian structured variable selection in linear regression models
• Quantile regression for longitudinal data based on latent Markov subject-specific parameters
• Mixed-effects Tobit joint models for longitudinal data with skewness, detection limits, and measurement errors
• Posterior consistency of Bayesian quantile regression based on the misspecified asymmetric Laplace density
• Efficient hybrid EM for linear and nonlinear mixed effects models with censored response
• Inference for censored quantile regression models in longitudinal studies
• Quantile regression for censored mixed-effects models with applications to HIV studies
• Quantile regression for longitudinal data
• Bayesian Lasso binary quantile regression
• Bayesian analysis of quantile regression for censored dynamic panel data
• Bayesian regularized quantile regression
• Estimation of Censored Quantile Regression for Panel Data With Fixed Effects
• Linear Quantile Regression Based on EM Algorithm
• A Bayesian Approach to Joint Mixed-Effects Models with a Skew-Normal Distribution and Measurement Errors in Covariates
• Semiparametric Approach to a Random Effects Quantile Regression Model
• Quantile regression for longitudinal data using the asymmetric Laplace distribution
• Mixed Effects Models for Complex Data
• Regression Quantiles
• A Joint Model for Nonlinear Mixed-Effects Models With Censoring and Covariates Measured With Error, With Application to AIDS Studies
• Multivariate T-Distributions and Their Applications
• Bayesian Spatial Quantile Regression
• Applied Multivariate Statistical Analysis
• Gibbs sampling methods for Bayesian quantile regression
• Measurement Error in Nonlinear Models
• Nonparametric Regression Methods for Longitudinal Data Analysis
• The relationship between virologic and immunologic responses in AIDS clinical research using mixed-effects varying-coefficient models with measurement error
• Bayesian quantile regression

This page was built for publication: Bayesian joint quantile regression for mixed effects models with censoring and errors in covariates