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DISCRIPTION:Idealforresearchersandgraduatestudentsinthesocialscienceswhorequireknowledgeofstructuralequationmodelingtechniquestoanswersubstantiveresearchquestions,UsingMplusforStructuralEquationModeli ...
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Ideal for researchers and graduate students in the social sciences who require knowledge of structural equation modeling techniques to answer substantive research questions, Using Mplus for Structural Equation Modeling provides a reader-friendly introduction to the major types of structural equation models implemented in the Mplus framework. This practical book, which updates author E. Kevin Kelloway’s 1998 book Using LISREL for Structural Equation Modeling, retains the successful five-step process employed in the earlier book, with a thorough update for use in the Mplus environment. Kelloway provides an overview of structural equation modeling techniques in Mplus, including the estimation of confirmatory factor analysis and observed variable path analysis. He also covers multilevel modeling for hypothesis testing in real life settings and offers an introduction to the extended capabilities of Mplus, such as exploratory structural equation modeling and estimation and testing of mediated relationships. A sample application with the source code, printout, and results is presented for each type of analysis.
CONTENTS:
Chapter1:Introduction | |
Why Structural Equation Modeling? | |
The Remainder of This Book | |
Chapter2: Structural Equation Models: Theory andDevelopment | |
The Process of Structural Equation Modeling | |
Chapter3: Assessing Model Fit | |
Absolute Fit | |
Comparative Fit | |
Parsimonious Fit | |
Toward a Strategy for Assessing Model Fit | |
Chapter4:Using MPlus | |
The Data File | |
The Command File | |
Putting It All Together: Some Basic Analyses | |
Chapter5:Confirmatory Factor Analysis | |
Model Specification | |
Identification | |
Estimation | |
Assessment of Fit | |
Model Modification | |
Sample Results Section | |
Chapter6:Observed Variable Path Analysis | |
Model Specification | |
Identification | |
Estimation | |
Mediation | |
Using Equality Constraints | |
Multisample Analysis | |
Chapter7:Latent Variable Path Analysis | |
Model Specification | |
Sample Results | |
Chapter8:Longitudinal Analysis | |
Measurement Equivalence Across Time | |
Latent Growth Curves | |
Cross-Lagged Models | |
Chapter9:Multilevel Modeling | |
Multilevel Models in Mplus | |
Conditional Models | |
Random-Slope Models | |
Multilevel Modeling and Mediation |
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DATA FILES:
See the attached zip.
此书系本人扫描编辑。预览见下图。
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本文标题:Using Mplus for Structural Equation Modeling: A Researcher's Guide (Scanned)
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