An efficient and robust inference method based on empirical likelihood in longitudinal data analysis

DOI10.1080/03610926.2020.1757110OpenAlexW3018206207MaRDI QIDQ5079838

Shuwen Hu, Jianwen Xu

Publication date: 30 May 2022

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

Full work available at URL: https://doi.org/10.1080/03610926.2020.1757110

zbMATH Keywords

longitudinal datageneralized estimating equationsempirical likelihoodrobust estimation

Mathematics Subject Classification ID

Statistics (62-XX)

Related Items (2)

Empirical likelihood inference for longitudinal data with covariate measurement errors: an application to the LEAN study ⋮ Robust penalized empirical likelihood in high dimensional longitudinal data analysis

Cites Work

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• Longitudinal data analysis using generalized linear models
• Robust estimation in joint mean-covariance regression model for longitudinal data
• Robust empirical likelihood inference for longitudinal data
• Empirical likelihood ratio confidence regions
• Robust estimation of covariance parameters in partial linear model for longitudinal data
• Weighted empirical likelihood for generalized linear models with longitudinal data
• Empirical likelihood and general estimating equations
• Intra-cluster correlation structure in longitudinal data analysis: selection criteria and misspecification tests
• An efficient and robust variable selection method for longitudinal generalized linear models
• Modeling strategies in longitudinal data analysis: covariate, variance function and correlation structure selection
• Robust estimation in generalized semiparametric mixed models for longitudinal data
• Correlated data analysis: modeling, analytics, and applications
• Some Covariance Models for Longitudinal Count Data with Overdispersion
• Empirical Likelihood Semiparametric Regression Analysis for Longitudinal Data
• Empirical likelihood ratio confidence intervals for a single functional
• On the use of a working correlation matrix in using generalised linear models for repeated measures
• Variable selection in generalized estimating equations via empirical likelihood and Gaussian pseudo-likelihood
• Empirical Likelihood for a Varying Coefficient Model With Longitudinal Data
• Robust Variable Selection With Exponential Squared Loss
• Robust Estimating Functions and Bias Correction for Longitudinal Data Analysis
• Robust Estimation in Generalized Partial Linear Models for Clustered Data

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