Generalized prediction intervals for BLUPs in mixed models

DOI10.1016/J.JMVA.2013.05.011zbMath1279.62071OpenAlexW1984510289MaRDI QIDQ391823

Thomas Mathew, Samaradasa Weerahandi, Jinadasa K. Gamage

Publication date: 13 January 2014

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

Full work available at URL: https://doi.org/10.1016/j.jmva.2013.05.011

zbMATH Keywords

coverage probabilityREMLbest linear unbiased predictor, BLUPgeneralized pivotal quantity (GPQ)unbalanced data

Mathematics Subject Classification ID

Inference from stochastic processes and prediction (62M20) Multivariate analysis (62H99) Parametric tolerance and confidence regions (62F25)

Related Items (4)

Improved prediction intervals in heteroscedastic mixed-effects models ⋮ An analysis pipeline for estimating true intake from repeated measurements with random errors ⋮ Exact distributions of statistics for making inferences on mixed models under the default covariance structure ⋮ Improving the EBLUPs of balanced mixed-effects models

Uses Software

• SAS
• Unnamed Item

Cites Work

• Unnamed Item
• Interval estimation for the unbalanced case of the one-way random effects model
• That BLUP is a good thing: The estimation of random effects. With comments and a rejoinder by the author
• Generalized Confidence Intervals
• Statistical Tolerance Regions: Theory, Applications, and Computation
• Longitudinal and Panel Data
• Generalized Point Estimation with Application to Small Response Estimation

This page was built for publication: Generalized prediction intervals for BLUPs in mixed models