Longitudinal Analysis Modeling Within-Person Fluctuation and Change

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Longitudinal Analysis Modeling Within-Person Fluctuation and Change
By Lesa Hoffman

Routledge – 2015 – 626 pages

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

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关键词：Longitudinal Fluctuation Longitudina Modeling Analysis Random