Structural Equation Modeling

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A reference guide for applications of SEM using M plus Structural Equation Modeling: Applications Using M plus is intended as both a teaching resource and a reference guide. Written in non-mathematica...
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A reference guide for applications of SEM using M plus Structural Equation Modeling: Applications Using M plus is intended as both a teaching resource and a reference guide. Written in non-mathematical terms, this book focuses on the conceptual and practical aspects of Structural Equation Modeling (SEM). Basic concepts and examples of various SEM models are demonstrated along with recently developed advanced methods, such as mixture modeling and model-based power analysis and sample size estimate for SEM. The statistical modeling program, M plus , is also featured and provides researchers with a flexible tool to analyze their data with an easy-to-use interface and graphical displays of data and analysis results. Key features: Presents a useful reference guide for applications of SEM whilst systematically demonstrating various advanced SEM models, such as multi-group and mixture models using M plus . Discusses and demonstrates various SEM models using both cross-sectional and longitudinal data with both continuous and categorical outcomes. Provides step-by-step instructions of model specification and estimation, as well as detail interpretation of M plus results.
Uitgever John Wiley & Sons Ltd
Druk 1
ISBN/EAN 9781119978299
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