Using Mplus for Structural Equation Modeling (eBook)

A Researcher′s Guide

E . Kevin Kelloway (Autor)

eBook Download: EPUB

2014 | 2., Second Edition
248 Seiten
Sage Publications (Verlag)
978-1-4833-2489-0 (ISBN)

Inhalt

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

Produkt-Details

• Erscheint lt. Verlag: 22.7.2014
• Verlagsort: Thousand Oaks
• Sprache: englisch
• Themenwelt: Mathematik / Informatik ► Mathematik ► Computerprogramme / Computeralgebra
• Themenwelt: Naturwissenschaften
• Themenwelt: Sozialwissenschaften ► Pädagogik
• Themenwelt: Sozialwissenschaften ► Soziologie ► Empirische Sozialforschung
• Schlagworte: estimation • Factor Analysis • LISREL • Mediated relationships • Mixture Models • Mplus • Non-normal outcomes • Path Analysis • Quantitative Data Analysis • SEM • Structural Equation Modeling
• ISBN-10: 1-4833-2489-3 / 1483324893
• ISBN-13: 978-1-4833-2489-0 / 9781483324890