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Using Mplus for Structural Equation Modeling: A Researcher's Guide de E . Kevin Kelloway

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

Autor E . Kevin Kelloway
en Limba Engleză Paperback – 22 sep 2014
Retaining the successful five-step process employed in Kevin Kelloway’s 1998 book Using LISREL for Structural Equation Modeling, this edition updates it for Mplus, the “new LISREL”. Mplus, which is growing in popularity, incorporates the ability to model both continuous and categorical latent and observed variables in a structural equation modelling framework, and the ability to estimate multi-level structural equation models. This new book provides students with a reader-friendly introduction to the major types of structural equation models implemented in the Mplus framework.
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Specificații

ISBN-13: 9781452291475
ISBN-10: 1452291470
Pagini: 248
Dimensiuni: 152 x 229 x 15 mm
Greutate: 0.35 kg
Ediția:Second Edition
Editura: SAGE Publications
Colecția Sage Publications, Inc
Locul publicării:Thousand Oaks, United States

Recenzii

"An excellent book on the ins and outs of using Mplus, as well as the practice of structural equation modeling in applied research.”

Cuprins

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

Notă biografică

Descriere

Using a tried-and-tested, five-step process, this book provides students with a reader-friendly introduction to the major types of structural equation models implemented in the Mplus framework.