Local influence in multilevel regression for growth curves
From MaRDI portal
Publication:1888333
DOI10.1016/j.jmva.2003.08.007zbMath1056.62082OpenAlexW1978879799MaRDI QIDQ1888333
Publication date: 23 November 2004
Published in: Journal of Multivariate Analysis (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/j.jmva.2003.08.007
Longitudinal dataGeneralized Cook statisticHierarchical linear modelsMultilevel linear modelsPerturbation schemeRandom coefficients models
Estimation in multivariate analysis (62H12) Linear regression; mixed models (62J05) Diagnostics, and linear inference and regression (62J20)
Related Items (10)
Local influence analysis for GMM estimation ⋮ Local influence analysis in general spatial models ⋮ Sparse local influence analysis ⋮ Outlier Detection in Time Series Models Using Local Influence Method ⋮ Case deletion diagnostics for GMM estimation ⋮ A score test for detecting extreme values in a vector autoregressive model ⋮ Stepwise local influence in generalized autoregressive conditional heteroskedasticity models ⋮ Stepwise local influence analysis ⋮ Detection of outliers in multilevel models ⋮ Case deletion diagnostics in multilevel models
Uses Software
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- A fast scoring algorithm for maximum likelihood estimation in unbalanced mixed models with nested random effects
- Random-Effects Models for Longitudinal Data
- Biplot display for diagnostic in a two-level regression model for growth curve analysis
- Efficient computational procedures for the estimation of parameters in multilevel models based on iterative generalised least squares
- Logistic regression with random coefficients
- Robust diagnostic regression analysis
- Local influence in ridge regression
- Statistical Methods for the Analysis of Repeated Measurements
- Empirical Bayes Estimation of Individual Growth-Curve Parameters and Their Relationship to Covariates
- Prediction in Repeated-Measures Models with Engineering Applications
- Multilevel mixed linear model analysis using iterative generalized least squares
- Diagnostics for Mixed-Model Analysis of Variance
- Influence Analysis of Generalized Least Squares Estimators
- Restricted unbiased iterative generalized least-squares estimation
- Estimation in Covariance Components Models
- Analysis of Repeated Measures
- Case-Deletion Diagnostics for Mixed Models
- A Two-Level Regression Model for Growth Curves with Correlated Outcomes
- Some Algebra and Geometry for Hierarchical Models, Applied to Diagnostics
- Local influence in principal components analysis
- The Standardized Influence Matrix and Its Applications
- Local Influence in Linear Mixed Models
- More on local influence in pllincipal components analysis
- Maximum-likelihood estimation for the mixed analysis of variance model
- Parametric modelling of growth curve data: An overview. (With comments)
This page was built for publication: Local influence in multilevel regression for growth curves