Basic and advanced Bayesian structural equation modeling : with applications in the medical and behavioral sciences /

• Κύριος συγγραφέας: Song, Xin-Yuan
• Άλλοι συγγραφείς: Lee, Sik-Yum
• Μορφή: Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Chichester, West Sussex : John Wiley & Sons, 2012.
• Σειρά: Wiley series in probability and statistics.
• Θέματα: Bayesian statistical decision theory.; Structural equation modeling.; Mathematics.; Electronic books.

"This book provides clear instructions to researchers on how to apply Structural Equation Models (SEMs) for analyzing the inter relationships between observed and latent variables. Basic and Advanced Bayesian Structural Equation Modeling introduces basic and advanced SEMs for analyzing various...

Πίνακας περιεχομένων:

• Introduction
• Basic concepts and applications of structural equation models
• Bayesian methods for estimating structural equation models
• Bayesian model comparison and model checking
• Practical structural equation models
• Structural equation models with hierarchical and multisample data
• Mixture structural equation models
• Structural equation modeling for latent curve models
• Longitudinal structural equation models
• Semiparametric structural equation models with continuous variables
• Structural equation models with mixed continuous and unordered categorical variables
• Structural equation models with nonparametric structural equations
• Transformation structural equation models
• Conclusion.