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
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
Todd D. Little (Edited by) , Kai U. Schnabel (Edited by) , Jurgen Baumert (Edited by)
Inhaltsangabe
Contents: Preface. K.U. Schnabel T.D. Little J. Baumert Modeling Longitudinal and Multilevel Data. J.J. Hox Multilevel Analyses of Grouped and Longitudinal Data. C-P. Chou P.M. Bentler M.A. Pentz A Two-Stage Approach to Multilevel Structural Equation Models: Application to Longitudinal Data. R.C. MacCallum C. Kim Modeling Multivariate Change. J.J. McArdle R.Q. Bell An Introduction to Latent Growth Models for Developmental Data Analysis. R. Steyer I. Partchev M.J. Shanahan Modeling True Intraindividual Change in Structural Equation Models: The Case of Poverty and Children's Psychosocial Adjustment. T. Raykov Modeling Simultaneously Individual and Group Patterns of Ability Growth or Decline. L.M. Collins S.L. Hyatt J.W. Graham Latent Transition Analysis as a Way of Testing Models of Stage-Sequential Change in Longitudinal Data. K.F. Widaman Testing Cross-Group and Cross-Time Constraints on Parameters Using the General Linear Model. T.D. Little U. Lindenberger H. Maier Selectivity and Generalizability in Longitudinal Research: On the Effects of Continuers and Dropouts. J.W. Graham S.M. Hofer Multiple Imputation in Multivariate Research. W. Wothke Longitudinal and Multigroup Modeling With Missing Data. J.L. Arbuckle Customizing Longitudinal and Multiple-Group Structural Modeling Procedures. M.C. Neale Individual Fit Heterogeneity and Missing Data in Multigroup Structural Equation Modeling.
Contents: Preface. K.U. Schnabel T.D. Little J. Baumert Modeling Longitudinal and Multilevel Data. J.J. Hox Multilevel Analyses of Grouped and Longitudinal Data. C-P. Chou P.M. Bentler M.A. Pentz A Two-Stage Approach to Multilevel Structural Equation Models: Application to Longitudinal Data. R.C. MacCallum C. Kim Modeling Multivariate Change. J.J. McArdle R.Q. Bell An Introduction to Latent Growth Models for Developmental Data Analysis. R. Steyer I. Partchev M.J. Shanahan Modeling True Intraindividual Change in Structural Equation Models: The Case of Poverty and Children's Psychosocial Adjustment. T. Raykov Modeling Simultaneously Individual and Group Patterns of Ability Growth or Decline. L.M. Collins S.L. Hyatt J.W. Graham Latent Transition Analysis as a Way of Testing Models of Stage-Sequential Change in Longitudinal Data. K.F. Widaman Testing Cross-Group and Cross-Time Constraints on Parameters Using the General Linear Model. T.D. Little U. Lindenberger H. Maier Selectivity and Generalizability in Longitudinal Research: On the Effects of Continuers and Dropouts. J.W. Graham S.M. Hofer Multiple Imputation in Multivariate Research. W. Wothke Longitudinal and Multigroup Modeling With Missing Data. J.L. Arbuckle Customizing Longitudinal and Multiple-Group Structural Modeling Procedures. M.C. Neale Individual Fit Heterogeneity and Missing Data in Multigroup Structural Equation Modeling.
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