Using Mplus for Structural Equation Modeling: A Researcher's Guide (Scanned)

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DISCRIPTION:
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:

Chapter  1:  Introduction
	Why Structural Equation Modeling?
	The Remainder of This Book
	Chapter  2: Structural Equation Models: Theory and  Development
	The Process of Structural Equation Modeling
Chapter  3: Assessing Model Fit
	Absolute Fit
	Comparative Fit
	Parsimonious Fit
	Toward a Strategy for Assessing Model Fit
Chapter  4:  Using MPlus
	The Data File
	The Command File
	Putting It All Together: Some Basic Analyses
Chapter  5:  Confirmatory Factor Analysis
	Model Specification
	Identification
	Estimation
	Assessment of Fit
	Model Modification
	Sample Results Section
Chapter  6:  Observed Variable Path Analysis
	Model Specification
	Identification
	Estimation
	Mediation
	Using Equality Constraints
	Multisample Analysis
Chapter  7:  Latent Variable Path Analysis
	Model Specification
	Sample Results
Chapter  8:  Longitudinal Analysis
	Measurement Equivalence Across Time
	Latent Growth Curves
	Cross-Lagged Models
Chapter  9:  Multilevel Modeling
	Multilevel Models in Mplus
	Conditional Models
	Random-Slope Models
	Multilevel Modeling and Mediation

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Kelloway (2015) Using Mplus for SEM.pdf (67.56 MB, 需要: 50 个论坛币)

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63630_Kelloway_Mplus_Data_Files.zip (27.96 KB)

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DATA FILES:
See the attached zip.

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关键词：Structural Researcher equation Modeling Research Mplus Book techniques framework knowledge

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