Data analysis with Mplus / Christian Geiser.
| Author/creator | Geiser, Christian |
| Format | Electronic |
| Publication Info | New York : Guilford Press, ©2013. |
| Description | 1 online resource (xiii, 305 pages). |
| Supplemental Content | https://ebookcentral.proquest.com/lib/eastcarolina/detail.action?docID=1095057 |
| Subjects |
| Uniform title | Datenanalyse mit Mplus. English |
| Series | Methodology 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 note | Includes bibliographical references and index. |
| Language | In English; translated from German. |
| Source of description | Print version record. |
| Issued in other form | Print version: Geiser, Christian. Data analysis with Mplus. New York : Guilford Press, ©2013 9781462502455 |
| ISBN | 9781462507832 (electronic bk.) |
| ISBN | 1462507832 (electronic bk.) |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | Access Content Online | ✔ Available |