Data analysis with Mplus / Christian Geiser.

Author/creator Geiser, Christian
Format Electronic
Publication InfoNew York : Guilford Press, ©2013.
Description1 online resource (xiii, 305 pages).
Supplemental Contenthttps://ebookcentral.proquest.com/lib/eastcarolina/detail.action?docID=1095057
Subjects

Uniform titleDatenanalyse mit Mplus. English
SeriesMethodology in the social sciences
Methodology in the social sciences. ^A406768
Contents 1. Data Management in SPSS -- 2. Reading Data into Mplus -- 3. Linear Structural Equation Models -- 4. Structural Equation Models for Measuring Variability and Change -- 5. Multilevel Regression Analysis -- 6. Latent Class Analysis -- Appendix A: Summary of Key Mplus Commands Discussed in This Book -- Appendix B: Common Mistakes in the Mplus Input Setup and Troubleshooting -- Appendix C: Further Readings.
Abstract "A practical introduction to using Mplus for the analysis of multivariate data, this volume provides step-by-step guidance, complete with real data examples, numerous screen shots, and output excerpts. The author shows how to prepare a data set for import in Mplus using SPSS. He explains how to specify different types of models in Mplus syntax and address typical caveats--for example, assessing measurement invariance in longitudinal SEMs. Coverage includes path and factor analytic models as well as mediational, longitudinal, multilevel, and latent class models. Specific programming tips and solution strategies are presented in boxes in each chapter. The companion website features data sets, annotated syntax files, and output for all of the examples. Of special utility to instructors and students, many of the examples can be run with the free demo version of Mplus"-- Provided by publisher.
Bibliography noteIncludes bibliographical references and index.
LanguageIn English; translated from German.
Source of descriptionPrint version record.
Issued in other formPrint version: Geiser, Christian. Data analysis with Mplus. New York : Guilford Press, ©2013 9781462502455
ISBN9781462507832 (electronic bk.)
ISBN1462507832 (electronic bk.)

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