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Structural Equation Modeling: Applications Using Mplus: Methods and Applications - Couverture rigide

Wang, Jichuan; Wang, Xiaoqian

 
9781119978299: Structural Equation Modeling: Applications Using Mplus: Methods and Applications
Couverture rigide
ISBN 10 : 1119978297 ISBN 13 : 9781119978299
Editeur : John Wiley & Sons Inc, 2012

Synopsis

A reference guide for applications of SEM using Mplus

Structural Equation Modeling: Applications Using Mplus is intended as both a teaching resource and a reference guide. Written in non-mathematical terms, this book focuses on the conceptual and practical aspects of Structural Equation Modeling (SEM). Basic concepts and examples of various SEM models are demonstrated along with recently developed advanced methods, such as mixture modeling and model-based power analysis and sample size estimate for SEM. The statistical modeling program, Mplus, is also featured and provides researchers with a flexible tool to analyze their data with an easy-to-use interface and graphical displays of data and analysis results.

Key features:

  • Presents a useful reference guide for applications of SEM whilst systematically demonstrating various advanced SEM models, such as multi-group and mixture models using Mplus.
  • Discusses and demonstrates various SEM models using both cross-sectional and longitudinal data with both continuous and categorical outcomes.
  • Provides step-by-step instructions of model specification and estimation, as well as detail interpretation of Mplus results.
  • Explores different methods for sample size estimate and statistical power analysis for SEM.

By following the examples provided in this book, readers will be able to build their own SEM models using Mplus. Teachers, graduate students, and researchers in social sciences and health studies will also benefit from this book.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l'auteur

Jichuan Wang, Children’s National Medical Center, The George Washington University, USA

Xiaoqian Wang, Mobley Group Pacific Ltd., P.R. China

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
John Wiley & Sons Inc
Date d'édition
2012
Langue
anglais
ISBN 10 
1119978297
ISBN 13 
9781119978299
Reliure
Relié
Numéro d'édition
3
Nombre de pages
478
Coordonnées du fabricant
non disponible
Personne responsable
non disponible