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Data Analysis with Mplus

ISBN: 9781462502455 | 1462502458
Edition: 1st
Format: Trade Paper
Publisher: The Guilford Press
Pub. Date: 11/14/2012

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SummaryTable of ContentsAuthor Biography
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 late... MORE
1. Data Management in SPSS 1.1 Coding Missing Values 1.2 Exporting an ASCII Data File for Mplus 2. Reading Data into Mplus 2.1 Importing and Analyzing Individual Data (Raw Data) 2.1.1 Basic Structure of the Mplus Syntax and Basic Analysis 2.1.2 Mplus Output for Basic Analysis 2.2 Importing and Analyzing Summary Data (Covariance or Correlation Matrices) 3. Linear Structural Equation Models 3.1 What are Linear SEMs? 3.2 Simple Linear Regression Analysis with Manifest Variables 3.3 Latent Regression Analysis 3.4 Confirmator... MORE
Christian Geiser, PhD, is Assistant Professor in the Department of Psychology at Utah State University. His methodological research interests include the development, evaluation, and application of latent variable psychometric models for longitudinal and multimethod data. His substantive research focuses on how individual differences in spatial abilities can be explained.


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