Missing covariate data in generalized linear mixed models with distribution-free random effects
type: Item
instance of: scholarly article
title: Missing covariate data in generalized linear mixed models with distribution-free random effects
author: Li Liu
author: Liming Xiang
published in: Computational Statistics and Data Analysis
publication date: 2019-02-21T00:00:00Z
full work available at URL: https://hdl.handle.net/10356/105576
Mathematics Subject Classification ID: 62-08
Mathematics Subject Classification ID: 62J12
Mathematics Subject Classification ID: 62P10
zbMATH DE Number: 7027261
zbMATH Keywords: auxiliary variable
zbMATH Keywords: generalized linear mixed model
zbMATH Keywords: missing at random data
zbMATH Keywords: pairwise likelihood
zbMATH Keywords: penalized conditional likelihood
describes a project that uses: BayesX
describes a project that uses: Stata
MaRDI profile type: Publication
OpenAlex ID: W2899862313
cites work: Examples in which misspecification of a random effects distribution reduces efficiency, and possible remedies
cites work: Q4092750
cites work: Modeling continuous auxiliary covariate data in generalized linear mixed models using the kernel smoother
cites work: Variable selection for generalized linear mixed models by \(L_1\)-penalized estimation
cites work: Maximum Likelihood Analysis of Logistic Regression Models with Incomplete Covariate Data and Auxiliary Information
cites work: Semiparametric Analysis for Recurrent Event Data with Time-Dependent Covariates and Informative Censoring
cites work: Missing Covariates in Generalized Linear Models When the Missing Data Mechanism is Non-ignorable
cites work: Conditional inference about generalized linear mixed models
cites work: Likelihood Methods and Nonparametric Tests
cites work: Variable Selection and Model Choice in Geoadditive Regression Models
cites work: A Hybrid Pairwise Likelihood Method
cites work: A pairwise likelihood approach to analyzing correlated binary data
cites work: A pairwise likelihood approach for longitudinal data with missing observations in both response and covariates
cites work: Q4779059
cites work: Semiparametric estimation in generalized linear mixed models with auxiliary covariates: A pairwise likelihood approach
cites work: Q4792072
cites work: Estimation of Regression Coefficients When Some Regressors Are Not Always Observed
cites work: Q4654005
cites work: Asymptotic Properties of Maximum Likelihood Estimators and Likelihood Ratio Tests Under Nonstandard Conditions
cites work: Conditional Inference Functions for Mixed-Effects Models With Unspecified Random-Effects Distribution
cites work: Random effect and latent variable model selection
cites work: Random Effects Logistic Regression Analysis with Auxiliary Covariates
Wikidata QID: Q128995606
DOI: 10.1016/J.CSDA.2018.10.011
description: scientific article; zbMATH DE number 7027261