Testing random effects in linear mixed models: another look at the F‐test (with discussion)
From MaRDI portal
Publication:5234445
DOI10.1111/anzs.12256zbMath1420.62294OpenAlexW2931340654MaRDI QIDQ5234445
Francis K. C. Hui, Samuel Müller, A. H. Welsh
Publication date: 26 September 2019
Published in: Australian & New Zealand Journal of Statistics (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1111/anzs.12256
bootstraphypothesis testingvariance componentslinear mixed modelsrestricted maximum likelihooderror contrasts
Related Items
Equalities between the BLUEs and BLUPs under the partitioned linear fixed model and the corresponding mixed model ⋮ Random Effects Misspecification Can Have Severe Consequences for Random Effects Inference in Linear Mixed Models ⋮ A note on covariance decomposition in linear models with nested-error structure: new and alternative derivations of the \(F\)-test
Uses Software
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Model selection in linear mixed models
- \(U\)-tests for variance components in linear mixed models
- Linear and generalized linear mixed models and their applications.
- The linear model and hypothesis. A general unifying theory
- Likelihood ratio tests for variance components in linear mixed models
- Size and power of tests for a zero random effect variance or polynomial regression in additive and linear mixed models
- Applying Wald's variance component test
- Linear transformations preserving best linear unbiased estimators in a general Gauss-Markoff model
- Conditional inference about generalized linear mixed models
- Analysis of variance -- why it is more important than ever. (With discussions and rejoinder)
- Linear sufficiency with respect to a given vector of parametric functions
- Variable selection in linear mixed effects models
- A residual-based test for variance components in linear mixed models
- Some properties of linear sufficiency and the BLUPs in the linear mixed model
- The link between the mixed and fixed linear models revisited
- Small Area Estimation
- The Use of Score Tests for Inference on Variance Components
- Sparse Pairwise Likelihood Estimation for Multivariate Longitudinal Mixed Models
- The Use of Permutation Tests for Variance Components in Linear Mixed Models
- Asymptotic Properties of Maximum Likelihood Estimators and Likelihood Ratio Tests Under Nonstandard Conditions
- The Statistical Research Group, 1942-1945
- Small Sample Inference for Fixed Effects from Restricted Maximum Likelihood
- Likelihood Ratio Tests in Linear Mixed Models with One Variance Component
- A Score Test Against One-Sided Alternatives
- Variance Components Testing in the Longitudinal Mixed Effects Model
- Bootstrap tests for variance components in generalized linear mixed models
- Linear Score Tests for Variance Components in Linear Mixed Models and Applications to Genetic Association Studies
- Variance Components Testing in <scp>ANOVA</scp>‐Type Mixed Models
- A Note on Permutation Tests for Variance Components in Multilevel Generalized Linear Mixed Models
- Recovery of inter-block information when block sizes are unequal
- Tuning Parameter Selection in High Dimensional Penalized Likelihood
- A Note on Regression Analysis
- Linear mixed models for longitudinal data