Longitudinal Analysis - Hoffman, Lesa
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Avis sur Longitudinal Analysis de Hoffman, Lesa Format Broché - Livre Science humaines et sociales, Lettres
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Présentation Longitudinal Analysis de Hoffman, Lesa Format Broché
- Livre Science humaines et sociales, Lettres
Résumé : This class-tested introduction emphasizes the relatedness of the models that builds a strong foundation of the basics to better prepare readers for the more advanced models to come. Organized by research design, the text emphasizes modeling decisions unique to longitudinal or repeated measures data. Examples with sample results sections emphasize the steps involved in reporting the model specification and the decision-making and interpretation processes. The website features the book's data sets, syntax and sample output for various programs, and exercises. Ideal for advanced students and researchers in the behavioral and social sciences, prerequisites include familiarity with GLM and SEM.
Biographie: Lesa Hoffman is the Scientific Director of the Research Design and Analysis Unit and Associate Professor of Quantitative Methods in the Schiefelbusch Institute for Life Span Studies at the University of Kansas.
Sommaire: Section 1: Building Blocks for Longitudinal Analysis 1. Introduction to the Analysis of Longitudinal Data 2. Between-Person Analysis and Interpretation of Interactions 3. Introduction to Within-Person Analysis and Model Comparisons Section 2: Modeling the Effects of Time 4. Describing Within-Person Fluctuation over Time 5. Introduction to Random Effects of Time and Model Estimation 6. Describing Within-Person Change over Time Section 3: Modeling the Effects of Predictors 7. Time-Invariant Predictors in Longitudinal Models 8. Time-Varying Predictors in Models of Within-Person Fluctuation 9. Time-Varying Predictors in Models of Within-Person Change Section 4: Advanced Applications 10. Analysis over Alternative Metrics and Multiple Dimensions of Time 11. Analysis of Individuals within Groups over Time 12. Analysis of Repeated Measures Designs Not Involving Time 13. Additional Considerations and Related Models