Bayesian estimation and influence diagnostics of generalized partially linear mixed-effects models for longitudinal data

DOI10.1080/02331888.2015.1078332zbMath1342.62092OpenAlexW2228823375MaRDI QIDQ5739681

Xing-De Duan, Nian Sheng Tang

Publication date: 19 July 2016

Published in: Unnamed Author (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/02331888.2015.1078332

zbMATH Keywords

\(\phi\)-divergencegeneralized partial linear mixed modelsBayesian case deletion influenceCook's posterior mean distanceFisher's iterative scoring algorithm

Mathematics Subject Classification ID

Estimation in multivariate analysis (62H12) Bayesian inference (62F15) Generalized linear models (logistic models) (62J12)

Related Items (1)

A semiparametric Bayesian approach to simplex regression model with heterogeneous dispersion

Cites Work

• Unnamed Item
• Generalized partially linear mixed-effects models incorporating mismeasured covariates
• Logistic regression diagnostics
• Influence diagnostics in semiparametric regression models.
• A semiparametric Bayesian approach to generalized partial linear mixed models for longitudinal data
• Local influence analysis of nonlinear structural equation models
• Robust estimation in generalized semiparametric mixed models for longitudinal data
• Case-deletion measures for models with incomplete data
• The Poisson Birnbaum–Saunders model with long-term survivors
• Robustified Maximum Likelihood Estimation in Generalized Partial Linear Mixed Model for Longitudinal Data
• Bayesian Case Influence Diagnostics for Survival Models
• Diagnostic measures for empirical likelihood of general estimating equations
• Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images
• Generalized Linear Model Diagnostics Using the Deviance and Single Case Deletions
• Deletion diagnostics for generalised estimating equations
• Case-Deletion Diagnostics for Mixed Models
• Detection of Influential Observation in Linear Regression
• Semiparametric Regression
• Influence Diagnostics and Outlier Tests for Semiparametric Mixed Models
• Bayesian analysis of outlier problems using divergence measures
• On estimation and diagnostics analysis in log-generalized gamma regression model for interval-censored data
• Robust Estimation in Generalized Partial Linear Models for Clustered Data

This page was built for publication: Bayesian estimation and influence diagnostics of generalized partially linear mixed-effects models for longitudinal data