图书简介

Series Editor’s Introduction \\ About the Author \\ Preface \\ 1. The Need for Multilevel Modeling \\ Background and Rationale \\ Theoretical Reasons for Multilevel Models \\ Statistical Reasons for Multilevel Models \\ Scope of Book \\ Online Book Resources \\ 2. Planning a Multilevel Model \\ The Basic Two-Level Multilevel Model \\ The Importance of Random Effects \\ Classifying Multilevel Models \\ 3. Building a Multilevel Model \\ Introduction to Tobacco Voting Data Set \\ Assessing the Need for a Multilevel Model \\ Model-building Strategies \\ Estimation \\ Level-2 Predictors and Cross-Level Interactions \\ Hypothesis Testing \\ 4. Assessing a Multilevel Model \\ Assessing Model Fit and Performance \\ Estimating Posterior Means \\ Centering \\ Power Analysis \\ 5. Extending the Basic Model \\ The Flexibility of the Mixed-Effects Model \\ Generalized Models \\ Three-level Models \\ Cross-classified Models \\ 6. Longitudinal Models \\ Longitudinal Data as Hierarchical: Time Nested Within Person \\ Intra-individual Change \\ Inter-individual Change \\ Alternative Covariance Structures \\ 7. Guidance \\ Recommendations for Presenting Results \\ Useful Resources \\ References

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