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Simplifying the often confusing array of software programs for fitting linear mixed models (LMMs), Linear Mixed Models: A Practical Guide Using Statistical Software provides a basic introduction to primary concepts, notation, software implementation, model interpretation, and visualization of clustered and longitudinal data. This easy-to-nav
Table of Contents
Preface. Introduction. Linear Mixed Models: An Overview. Two-Level Models for Clustered Data: The Rat Pup Example. Three-Level Models for Clustered Data: The Classroom Example. Models for Repeated Measures Data: The Rat Brain Example. Random Coefficient Models for Longitudinal Data: The Autism Example. Models for Clustered Longitudinal Data: The Dental Veneer Example. Appendix A: Statistical Software Resources. Appendix B: Calculation of the Marginal Variance-Covariance Matrix. Appendix C: Acronyms/Abbreviations. References. Index.
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