Case deletion diagnostics in multilevel models

DOI10.1016/j.jmva.2008.01.023zbMath1169.62337OpenAlexW2009894567MaRDI QIDQ953848

Gemai Chen, Lei Shi

Publication date: 6 November 2008

Published in: Journal of Multivariate Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jmva.2008.01.023

zbMATH Keywords

influential observationsCook's distance

Mathematics Subject Classification ID

Multivariate analysis (62H99) Estimation in multivariate analysis (62H12) Linear regression; mixed models (62J05) Diagnostics, and linear inference and regression (62J20)

Related Items (7)

Sparse local influence analysis ⋮ Case deletion diagnostics for GMM estimation ⋮ Local Influence Analysis in AB-BA Crossover Designs ⋮ The asymptotic distribution of robust maximum likelihood estimator with Huber function for the mixed spatial autoregressive model with outliers ⋮ Deletion, replacement and mean-shift for diagnostics in linear mixed models ⋮ Stepwise local influence analysis ⋮ Influence diagnostics in nonlinear mixed-effects elliptical models

Uses Software

• ARC

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Robust diagnostic regression analysis
• Local influence in multilevel regression for growth curves
• Leverage, influence and residuals in regression models when observations are correlated
• Multilevel mixed linear model analysis using iterative generalized least squares
• Restricted unbiased iterative generalized least-squares estimation
• Case-Deletion Diagnostics for Mixed Models
• Some Algebra and Geometry for Hierarchical Models, Applied to Diagnostics
• A Simple Derivation of Deletion Diagnostic Results for the General Linear Model with Correlated Errors
• Influence Diagnostics for Linear Longitudinal Models
• Application of ‘Delete = Replace’ to Deletion Diagnostics for Variance Component Estimation in the Linear Mixed Model

This page was built for publication: Case deletion diagnostics in multilevel models