Modeling Longitudinal and Multilevel Data: Practical Issues, Applied Approaches, and Specific Examples

, by Little, Todd D.; Schnabel, Kai U.; Baumert, J?rgen

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ISBN: 9781410601940 | 1410601943
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Copyright: 2/12/2000

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Experts on handling longitudinal & multiple-group data contribute various, practical, analytic approaches including SEM,LTA,GLM, and multi-level techniques.Includes helpful tips, applications and examples. Grad students & researchers in social & behavior

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Preface
Modeling Longitudinal and Multilevel Data
Multilevel Analyses of Grouped and Longitudinal Data
A Two-Stage Approach to Multilevel Structural Equation Models: Application to Longitudinal Data
Modeling Multivariate Change
An Introduction to Latent Growth Models for Developmental Data Analysis
Modeling True Intraindividual Change in Structural Equation Models: The Case of Poverty and Children's Psychosocial Adjustment
Modeling Simultaneously Individual and Group Patterns of Ability Growth or Decline
Latent Transition Analysis as a Way of Testing Models of Stage-Sequential Change in Longitudinal Data
Testing Cross-Group and Cross-Time Constraints on Parameters Using the General Linear Model
Selectivity and Generalizability in Longitudinal Research: On the Effects of Continuers and Dropouts
Multiple Imputation in Multivariate Research
Longitudinal and Multigroup Modeling With Missing Data
Customizing Longitudinal and Multiple-Group Structural Modeling Procedures
Individual Fit, Heterogeneity, and Missing Data in Multigroup Structural Equation Modeling
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Modeling Longitudinal and Multilevel Data: Practical Issues, Applied Approaches, and Specific Examples

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