TY - BOOK AU - West,Brady T. AU - Welch,Kathleen B. AU - Gatecki,Andrzej T. AU - Gillespie,Brenda W. TI - Linear mixed models: a practical guide using statistical software SN - 9781466560994 (hardback : acidfree paper) U1 - 000SA.062 23 PY - 2015/// CY - Boca Raton : PB - CRC Press KW - Linear models (Statistics) KW - Data processing N1 - Includes bibliographical references (pages 401-405) and index; 1. Introduction; 2. Linear Mixed Models: An Overview; 3. Two-Level Models for Clustered Data: The Rat Pup Example; 4. Three-Level Models for Clustered Data: The Classroom Example; 5. Models for Repeated-Measures Data: The Rat Brain Example; 6. Random Coefficient Models for Longitudinal Data: The Autism Example; 7. Models for Clustered Longitudinal Data: The Dental Veneer Example. 8. Models for Data with Crossed Random Factors: The SAT Score Example. A. Statistical Software Resources; B. Calculation of the Marginal Variance-Covariance Matrix; C. Acronyms/Abbreviations; Bibliography; Index N2 - Linear Mixed Models: A Practical Guide Using Statistical Software, Second Edition continues to lead readers step by step through the process of fitting LMMs. This second edition covers additional topics on the application of LMMs that are valuable for data analysts in all fields. It also updates the case studies using the latest versions of the software procedur ER -