Modeling Longitudinal and Multilevel Data

Practical Issues, Applied Approaches, and Specific Examples
Herausgeber: Baumert, Jrgen; Schnabel, Kai U.; Little, Todd D.

• Broschiertes Buch

Produktbeschreibung

This book focuses on the practical issues and approaches to handling longitudinal and multilevel data. All data sets and the corresponding command files are available via the Web. The working examples are available in the four major SEM packages--LISREL, EQS, MX, and AMOS--and two Multi-level packages--HLM and MLn. All equations and figural conventions are standardized across each contribution. The material is accessible to practicing researchers and students. Users can compare and contrast various analytic approaches to longitudinal and multiple-group data including SEM, Multi-level, LTA, and standard GLM techniques. Ideal for graduate students and practicing researchers in social and behavioral sciences.

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Produktdetails

• Verlag: Psychology Press
• Seitenzahl: 300
• Erscheinungstermin: 22. Dezember 2014
• Englisch
• Abmessung: 229mm x 152mm x 16mm
• Gewicht: 438g
• ISBN-13: 9781138012530
• ISBN-10: 113801253X
• Artikelnr.: 41667562

Autorenporträt

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.