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Using Mplus for Structural Equation Modeling: A Researcher's Guide (Scanned)
daling02
12975 100
2016-02-17
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
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Nicolle
2016-2-17 07:33:31
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fin-qq
2016-2-17 07:36:44
Thank you for sharing~
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fengyg
2016-2-17 07:55:56
kankan
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nieqiang110
2016-2-17 08:00:45
Using Mplus for Structural Equation Modeling
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zhanglonghhu
2016-2-17 08:24:38
thanks
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