Linear Mixed Models : A Practical Guide Using Statistical Software (Hardcover, 3 ed)

1. Introduction2. Linear Mixed Models: An Overview3. Two-Level Models for Clustered Data: The Rat Pup Example4. Three-Level Models for Clustered Data5. Models for Repeated-Measures Data: The Rat Brain Example6. Random Coecient Models for Longitudinal Data: The Autism Example7. Models for Clustered Longitudinal Data: The Dental Veneer Example8. Models for Data with Crossed Random Factors: The SAT Score Example9. Power Analysis and Sample Size Calculations for Linear Mixed ModelsA. Statistical Software ResourcesB. Calculation of the Marginal Covariance MatrixC. Acronyms / Abbreviations