Local influence diagnostics for generalized linear mixed models with overdispersion

DOI10.1080/02664763.2016.1182128OpenAlexW2345697768MaRDI QIDQ5138560

Trias Wahyuni Rakhmawati, Christel Faes, Geert Molenberghs, Geert Verbeke

Publication date: 4 December 2020

Published in: Journal of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://lirias.kuleuven.be/handle/123456789/586266

zbMATH Keywords

case deletionprobit-normal modelcombined modelPoisson-normal modellogit-normal modelWeibull-normal model

Mathematics Subject Classification ID

Statistics (62-XX)

Related Items (3)

Sensitivity analysis of longitudinal count responses: a local influence approach and application to medical data ⋮ Application of sensitivity analysis to incomplete longitudinal CD4 count data ⋮ Hierarchical models with normal and conjugate random effects : a review

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• An extended random-effects approach to modeling repeated, overdispersed count data
• A family of generalized linear models for repeated measures with normal and conjugate random effects
• Models for discrete longitudinal data.
• Local Influence for Incomplete Data Models
• Case-deletion measures for models with incomplete data
• Sensitivity Analysis for Nonrandom Dropout: A Local Influence Approach
• Local Influence to Detect Influential Data Structures for Generalized Linear Mixed Models
• A Local Influence Approach Applied to Binary Data from a Psychiatric Study
• Models for Longitudinal Data: A Generalized Estimating Equation Approach
• Diagnostics for Mixed-Model Analysis of Variance
• Detection of Influential Observation in Linear Regression
• Influential Observations in Linear Regression
• Local Influence in Linear Mixed Models
• Approximate Inference in Generalized Linear Mixed Models
• A simple approach for the analysis of generalizea linear mixed models
• Generalized linear mixed models a pseudo-likelihood approach
• Linear mixed models for longitudinal data

This page was built for publication: Local influence diagnostics for generalized linear mixed models with overdispersion