Inference of Random Effects for Linear Mixed-Effects Models with a Fixed Number of Clusters

Chih-Hao Chang, Hsin-Cheng Huang, Ching-Kang Ing

We consider a linear mixed-effects model with a clustered structure, where the parameters are estimated using maximum likelihood (ML) based on possibly unbalanced data. Inference w…