7. Mixture Structural Equation Models

  1. Xin-Yuan Song and
  2. Sik-Yum Lee

Published Online: 18 JUL 2012

DOI: 10.1002/9781118358887.ch7

Basic and Advanced Bayesian Structural Equation Modeling: With Applications in the Medical and Behavioral Sciences

Basic and Advanced Bayesian Structural Equation Modeling: With Applications in the Medical and Behavioral Sciences

How to Cite

Song, X.-Y. and Lee, S.-Y. (2012) Mixture Structural Equation Models, in Basic and Advanced Bayesian Structural Equation Modeling: With Applications in the Medical and Behavioral Sciences, John Wiley & Sons, Ltd, Chichester, UK. doi: 10.1002/9781118358887.ch7

Author Information

  1. Department of Statistics, The Chinese University of Hong Kong

Publication History

  1. Published Online: 18 JUL 2012
  2. Published Print: 24 AUG 2012

Book Series:

  1. Wiley Series in Probability and Statistics

Book Series Editors:

  1. Walter A. Shewhart and
  2. Samuel S. Wilks

ISBN Information

Print ISBN: 9780470669525

Online ISBN: 9781118358887

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Keywords:

  • mixture SEMs;
  • heterogeneous data and independent observations;
  • finite mixture SEMs and modified mixture SEM;
  • mixture SEM and component separation;
  • artificial data set using WinBUGS;
  • Bayesian, using permutation with identifiability constraint;
  • Bayesian of structural parameters, factor score via Gibbs sampler;
  • Bayesian model selection problem;
  • mixture SEMs, covariates on membership, in mixture model;
  • identifiability constraint search

Summary

This chapter contains sections titled:

  • Introduction

  • Finite mixture SEMs

  • A Modified mixture SEM

  • Appendix 7.1: The permutation sampler

  • Appendix 7.2: Searching for identifiability constraints

  • Appendix 7.3: Conditional distributions: Modified mixture SEMs

  • References