Random Effect and Latent Variable Model Selection

Part I. Random Effects Models

1. Likelihood Ratio Testing for Zero Variance Components in Linear Mixed Models
Ciprian M. Crainiceanu

2. Variance Component Testing in Generalized Linear Mixed Models for Longitudinal/Clustered Data and other Related Topics
Daowen Zhang, Xihong Lin

3. Bayesian Model Uncertainty in Mixed Effects Models
Satkartar K. Kinney, David B. Dunson

4. Bayesian Variable Selection in Generalized Linear Mixed Models
Bo Cai, David B. Dunson

Part II. Factor Analysis and Structural Equations Models

5. A Unified Approach to Two-Level Structural Equation Models and Linear Mixed Effects Models
Peter M. Bentler, Jiajuan Liang

6. Bayesian Model Comparison of Structural Equation Models
Sik-Yum Lee, Xin-Yuan Song

7. Bayesian Model Selection in Factor Analytic Models
Joyee Ghosh, David B. Dunson

Keywords: Statistics, Statistical Theory and Methods