bookOct 1, 2012Closed access

Structural Equation Modeling: Applications Using Mplus

Abstract

A reference guide for applications of SEM using MplusStructural Equation Modeling: Applications Using Mplus 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, Mplus, 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…

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Authors

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Topics & keywords

Keywords
  • Structural equation modeling
  • Categorical variable
  • Computer science
  • Sample (material)
  • Statistical model
  • Sample size determination
  • Conceptual model
  • Artificial intelligence
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