Local Influence to Detect Influential Data Structures for Generalized Linear Mixed Models
From MaRDI portal
Publication:3078879
DOI10.1111/j.0006-341X.2001.01166.xzbMath1209.62169WikidataQ30667840 ScholiaQ30667840MaRDI QIDQ3078879
Martijn P. F. Berger, Mario J. N. M. Ouwens, Frans E. S. Tan
Publication date: 1 March 2011
Published in: Biometrics (Search for Journal in Brave)
random effectslocal influencePoisson regressioninfluential observationslikelihood displacementGLM GLMMinfluential subjects
Applications of statistics to biology and medical sciences; meta analysis (62P10) Generalized linear models (logistic models) (62J12) Diagnostics, and linear inference and regression (62J20)
Related Items (22)
On a logistic regression model with random intercept: diagnostic analytics, simulation and biological application ⋮ Sensitivity analysis of longitudinal count responses: a local influence approach and application to medical data ⋮ Diagnostics for repeated measurements in generalized linear mixed effects models ⋮ Detection of outliers in longitudinal count data via overdispersion ⋮ Maximum-likelihood estimation and influence analysis in multivariate skew-normal reproductive dispersion mixed models for longitudinal data ⋮ Outlier Detection in Time Series Models Using Local Influence Method ⋮ Diagnostics for repeated measurements in nonlinear mixed effects models ⋮ Local Influence Analysis in AB-BA Crossover Designs ⋮ Local influence for Student-\(t\) partially linear models ⋮ Local influence analysis for penalized Gaussian likelihood estimation in partially linear single-index models ⋮ Local influence in multilevel models ⋮ A gradient-based deletion diagnostic measure for generalized linear mixed models ⋮ Local influence diagnostics for generalized linear mixed models with overdispersion ⋮ Local influence analysis for semiparametric reproductive dispersion nonlinear models ⋮ Perturbation selection and influence measures in local influence analysis ⋮ Restricted methods in symmetrical linear regression models ⋮ On local influence analysis of full information item factor models ⋮ Influence diagnostics in mixed effects logistic regression models ⋮ Hierarchical models with normal and conjugate random effects : a review ⋮ Deletion measures for generalized linear mixed effects models ⋮ Influence diagnostics in a vector autoregressive model ⋮ Assessment of local influence in elliptical linear models with longitudinal structure
Cites Work
- Unnamed Item
- Deletion diagnostics for generalised estimating equations
- Case-Deletion Diagnostics for Mixed Models
- Detection of Influential Observation in Linear Regression
- Local Influence in Linear Mixed Models
- Assessing influence on regression coefficients in generalized linear models
- Informative Drop-Out in Longitudinal Data Analysis
This page was built for publication: Local Influence to Detect Influential Data Structures for Generalized Linear Mixed Models
