Distribution-free estimators of variance components for multivariate linear mixed models

DOI10.1080/10485252.2010.507868zbMath1327.62211OpenAlexW1972348500MaRDI QIDQ3021186

Jun Han

Publication date: 22 July 2011

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

Full work available at URL: https://doi.org/10.1080/10485252.2010.507868

zbMATH Keywords

distribution-freeMINQUEvariance componentsfamily datamethod of momentsnon-iterativemultivariate mixed modeljoint modelling

Mathematics Subject Classification ID

Estimation in multivariate analysis (62H12) Nonparametric estimation (62G05)

Related Items (1)

Variance least squares estimators for multivariate linear mixed model

Cites Work

• Random-Effects Models for Longitudinal Data
• The commutation matrix: Some properties and applications
• Efficient estimation of general linear mixed effects models
• Minimum variance quadratic unbiased estimation of variance components
• Estimation and Prediction in a Multivariate Random Effects Generalized Linear Model
• Multivariate Repeated-Measurement or Growth Curve Models with Multivariate Random-Effects Covariance Structure
• Maximum Likelihood Approaches to Variance Component Estimation and to Related Problems
• A Stochastic Model for the Analysis of Bivariate Longitudinal AIDS Data
• A Random-Effects Model for Multiple Characteristics With Possibly Missing Data
• Mixed Models
• Estimation of variance and covariance components—MINQUE theory
• Recovery of inter-block information when block sizes are unequal

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