Permutation Tests for Random Effects in Linear Mixed Models

DOI10.1111/j.1541-0420.2011.01675.xzbMath1251.62016OpenAlexW1998622797WikidataQ41855855 ScholiaQ41855855MaRDI QIDQ101989

Oliver E. Lee, Thomas M. Braun, Oliver E. Lee, Thomas M. Braun

Publication date: 27 September 2011

Published in: Biometrics (Search for Journal in Brave)

Full work available at URL: http://europepmc.org/articles/pmc3883440

zbMATH Keywords

longitudinal datavariance components

Mathematics Subject Classification ID

Nonparametric hypothesis testing (62G10) Asymptotic distribution theory in statistics (62E20) Linear regression; mixed models (62J05) Applications of statistics to biology and medical sciences; meta analysis (62P10) Exact distribution theory in statistics (62E15)

Related Items

Testing the absence of random effects in the nested-error regression model using orthogonal transformations ⋮ On testing random effects in the nested-error regression model ⋮ Local inference for functional linear mixed models ⋮ Correct specification of design matrices in linear mixed effects models: tests with graphical representation ⋮ permutes

Uses Software

• lme4
• SemiPar

Cites Work

• Random-Effects Models for Longitudinal Data
• That BLUP is a good thing: The estimation of random effects. With comments and a rejoinder by the author
• The Use of Score Tests for Inference on Variance Components
• Modified Randomization Tests for Nonparametric Hypotheses
• Testing Random Effects in the Linear Mixed Model Using Approximate Bayes Factors
• Asymptotic Properties of Maximum Likelihood Estimators and Likelihood Ratio Tests Under Nonstandard Conditions
• Robust Wald-Type Tests of One-Sided Hypotheses in the Linear Model
• Permutation Tests for Correlation in Regression Errors
• Semiparametric Regression
• Transformations which preserve exchangeability and application to permutation tests
• Likelihood Ratio Tests in Linear Mixed Models with One Variance Component
• Likelihood Ratio Testing of Variance Components in the Linear Mixed-Effects Model Using Restricted Maximum Likelihood
• Approximate Inference in Generalized Linear Mixed Models
• A Score Test Against One-Sided Alternatives
• Variance Components Testing in the Longitudinal Mixed Effects Model
• Exact Tests for Variance Components in Unbalanced Mixed Linear Models
• Fixed and Random Effects Selection in Linear and Logistic Models
• A Note on Permutation Tests for Variance Components in Multilevel Generalized Linear Mixed Models
• The Large-Sample Power of Tests Based on Permutations of Observations