Best linear unbiased predictor in the mixed model with incomplete data

DOI10.1080/03610929808832654zbMath0888.62067OpenAlexW2015573078MaRDI QIDQ4383752

Lúcia P. Barroso, Wilton O. Bussab, Martin Knott

Publication date: 4 May 1998

Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610929808832654

zbMATH Keywords

BLUPpredictingmixed linear modelbest linear unbiased predictormissing observation

Mathematics Subject Classification ID

Linear regression; mixed models (62J05) Linear inference, regression (62J99)

Cites Work

• Minimum variance quadratic unbiased estimation of variance components
• On invariant quadratic unbiased estimation of variance components
• On the analysis of multivariate repeated measures designs
• Prediction-interval procedures and (fixed-effects) confidence-interval procedures for mixed linear models
• Newton-Raphson and EM Algorithms for Linear Mixed-Effects Models for Repeated-Measures Data
• Best Linear Unbiased Estimation and Prediction under a Selection Model
• Maximum Likelihood Approaches to Variance Component Estimation and to Related Problems
• Classical and Bayesian Prediction as Applied to an Unbalanced Mixed Linear Model
• Best Linear Unbiased Prediction in the Generalized Linear Regression Model
• Estimation of variance and covariance components—MINQUE theory
• Recovery of inter-block information when block sizes are unequal
• Estimation of Variance and Covariance Components in Linear Models

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