Multilevel and Longitudinal Modeling with IBM SPSS 2nd Edition by Ronald Heck 0415817110 9780415817110

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Product details:

• ISBN 10:0415817110 

• ISBN 13:9780415817110

• Author:Ronald Heck 

This book demonstrates how to use multilevel and longitudinal modeling techniques available in the IBM SPSS mixed-effects program (MIXED). Annotated screen shots provide readers with a step-by-step understanding of each technique and navigating the program. Readers learn how to set up, run, and interpret a variety of models. Diagnostic tools, data management issues, and related graphics are introduced throughout. Annotated syntax is also available for those who prefer this approach. Extended examples illustrate the logic of model development to show readers the rationale of the research questions and the steps around which the analyses are structured. The data used in the text and syntax examples are available at

Multilevel and Longitudinal Modeling with IBM SPSS 2nd Table of contents:

 1. Introduction to Multilevel Modeling with IBM SPSS  

2. Preparing and Examining the Data for Multilevel Analyses  

3. Defining a Basic Two-Level Multilevel Regression Model  4

4. Extending the Two-Level Univariate Model  

5. Examining Individual Change with Repeated Measures Data  

6. Applications of Mixed Models for Longitudinal Data  

7. Multivariate Multilevel Models  

8. Cross-Classified Multilevel Models  

9. Further Considerations in Modeling Hierarchical Data

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