An adaptation of pseudo-score confidence interval method for linear mixed models

DOI10.15672/hujms.510261zbMath1488.62099OpenAlexW3016243284MaRDI QIDQ5160583

Deniz Özonur, Hülya Bayrak, Hatice Tul Kubra Akdur

Publication date: 29 October 2021

Published in: Hacettepe Journal of Mathematics and Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.15672/hujms.510261

zbMATH Keywords

linear mixed modelsprofile likelihoodpseudo-score

Mathematics Subject Classification ID

Parametric tolerance and confidence regions (62F25) Linear regression; mixed models (62J05) Asymptotic properties of parametric tests (62F05)

Uses Software

• S-PLUS
• SPSS
• mvtnorm
• nlme
• lme4
• SAS
• copula
• MEMSS
• copula
• pbkrtest

Cites Work

• Gaussian copula mixed models for clustered mixed outcomes, with application in developmental toxicology
• On Rao score and Pearson \(X^2\) statistics in generalized linear models
• Analysis of Mixed Data
• Approximations for Standard Errors of Estimators of Fixed and Random Effect in Mixed Linear Models
• Small Sample Inference for Fixed Effects from Restricted Maximum Likelihood
• Mixed-Effects Models in S and S-PLUS
• Some factors affecting statistical power of approximate tests in the linear mixed model for longitudinal data
• Mixed Models
• Comparison of naïve, Kenward–Roger, and parametric bootstrap interval approaches to small-sample inference in linear mixed models
• Pseudo-score confidence intervals for parameters in discrete statistical models

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