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Data Analysis with Mplus (Methodology in the Social Sciences)

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A practical introduction to the usage of Mplus for the analysis of multivariate data, this volume provides step by step guidance, complete with real data examples, a large number of screen shots, and output excerpts. The writer shows how to prepare a data set for import in Mplus the usage of SPSS. He explains how to specify several 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 in addition to mediational, longitudinal, multilevel, and latent class models. Specific programming tips and solution strategies are presented in boxes in each and every chapter. The companion website (www.guilford.com/geiser-materials) features data sets, annotated syntax files, and output for the entire examples. Of special utility to instructors and students, a few of the examples may also be run with the free demo version of Mplus.

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