The analysis of multivariate longitudinal data using multivariate marginal models

DOI10.1016/j.jmva.2015.10.012zbMath1328.62331OpenAlexW1823757831MaRDI QIDQ900834

N. E. Zubov

Publication date: 23 December 2015

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

Full work available at URL: https://doi.org/10.1016/j.jmva.2015.10.012

zbMATH Keywords

longitudinal datageneralized estimating equationquadratic inference functionmultiple responsesmultivariate marginal models

Mathematics Subject Classification ID

Estimation in multivariate analysis (62H12) Hypothesis testing in multivariate analysis (62H15)

Related Items

Triangular angles parameterization for the correlation matrix of bivariate longitudinal data, Marginal M-quantile regression for multivariate dependent data, GEE-Assisted Forward Regression for Spatial Latent Variable Models, Multivariate linear mixed models with censored and nonignorable missing outcomes, with application to AIDS studies, Multivariate mix-GEE models for longitudinal data with multiple outcomes, Conditional mix-GEE models for longitudinal data with unspecified random-effects distributions, Adaptive robust estimation in joint mean–covariance regression model for bivariate longitudinal data, Risk-predictive probabilities and dynamic nonparametric conditional quantile models for longitudinal analysis, A copula-based GLMM model for multivariate longitudinal data with mixed-types of responses

Uses Software

• Mmm

Cites Work

• Large Sample Properties of Generalized Method of Moments Estimators
• Longitudinal data analysis using generalized linear models
• Improving generalised estimating equations using quadratic inference functions
• Efficient estimation for longitudinal data by combining large-dimensional moment conditions
• Covariance pattern mixture models for the analysis of multivariate heterogeneous longitudinal data
• Choosing instrumental variables in conditional moment restriction models
• Sparse Models and Methods for Optimal Instruments With an Application to Eminent Domain
• Choosing the Number of Instruments
• Informative Estimation and Selection of Correlation Structure for Longitudinal Data
• A review of multivariate longitudinal data analysis
• Consistent model and moment selection procedures for GMM estimation with application to dynamic panel data models