Robust Variable Selection in Linear Mixed Models

DOI10.1080/03610926.2012.724509zbMath1305.62265OpenAlexW1991567341MaRDI QIDQ5172820

Yali Fan, Guoyou Qin, Zhong-yi Zhu

Publication date: 5 February 2015

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

Full work available at URL: https://doi.org/10.1080/03610926.2012.724509

zbMATH Keywords

linear mixed modelsvariable selectionrobust method

Mathematics Subject Classification ID

Estimation in multivariate analysis (62H12) Generalized linear models (logistic models) (62J12)

Related Items (6)

Adaptive LASSO for linear mixed model selection via profile log-likelihood ⋮ Robust variable selection in semiparametric mixed effects longitudinal data models ⋮ A general adaptive ridge regression method for generalized linear models: an iterative re-weighting approach ⋮ Model selection in linear mixed-effect models ⋮ A simultaneous variable selection methodology for linear mixed models ⋮ Variable selection in elliptical linear mixed model

Cites Work

• Fence methods for mixed model selection
• Random-Effects Models for Longitudinal Data
• The Adaptive Lasso and Its Oracle Properties
• Model selection in linear mixed effect models
• Variable selection in robust regression models for longitudinal data
• Fixed and Random Effects Selection in Mixed Effects Models
• Joint Variable Selection for Fixed and Random Effects in Linear Mixed-Effects Models
• Marginally Specified Generalized Linear Mixed Models: A Robust Approach
• Random Effects Selection in Linear Mixed Models
• Robustified Maximum Likelihood Estimation in Generalized Partial Linear Mixed Model for Longitudinal Data
• Robust Inference for Generalized Linear Models
• Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
• Influence Diagnostics and Outlier Tests for Semiparametric Mixed Models
• Robust Regression for Clustered Data with Application to Binary Responses
• Fixed and Random Effects Selection in Linear and Logistic Models
• Tuning parameter selectors for the smoothly clipped absolute deviation method
• Conditional Akaike information for mixed-effects models
• Variable Selection for Marginal Longitudinal Generalized Linear Models
• Robust Analysis of Generalized Linear Mixed Models
• Robust Estimation in Generalized Partial Linear Models for Clustered Data
• Linear mixed models for longitudinal data

This page was built for publication: Robust Variable Selection in Linear Mixed Models