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A Bayesian analysis of finite mixtures in the LISREL model

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  • Hong-Tu Zhu
  • Sik-Yum Lee

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    Abstract

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    File URL: http://hdl.handle.net/10.1007/BF02295737
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    Bibliographic Info

    Article provided by Springer in its journal Psychometrika.

    Volume (Year): 66 (2001)
    Issue (Month): 1 (March)
    Pages: 133-152

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    Handle: RePEc:spr:psycho:v:66:y:2001:i:1:p:133-152

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    Related research

    Keywords: Bayesian analysis; finite mixtures; LISREL models; Gibbs sampler; conditional distributions; goodness-of-fit assessment; Bayesian classification; residual and outlier analyses;

    References

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    1. Richard Scheines & Herbert Hoijtink & Anne Boomsma, 1999. "Bayesian estimation and testing of structural equation models," Psychometrika, Springer, vol. 64(1), pages 37-52, March.
    2. Sik-Yum Lee, 1981. "A bayesian approach to confirmatory factor analysis," Psychometrika, Springer, vol. 46(2), pages 153-160, June.
    3. Yiu-Fai Yung, 1997. "Finite mixtures in confirmatory factor-analysis models," Psychometrika, Springer, vol. 62(3), pages 297-330, September.
    4. Karl Jöreskog, 1978. "Structural analysis of covariance and correlation matrices," Psychometrika, Springer, vol. 43(4), pages 443-477, December.
    5. Kamel Jedidi & Harsharanjeet S. Jagpal & Wayne S. DeSarbo, 1997. "Finite-Mixture Structural Equation Models for Response-Based Segmentation and Unobserved Heterogeneity," Marketing Science, INFORMS, vol. 16(1), pages 39-59.
    6. Bengt Muthén, 1989. "Latent variable modeling in heterogeneous populations," Psychometrika, Springer, vol. 54(4), pages 557-585, September.
    7. Gerhard Arminger & Bengt Muthén, 1998. "A Bayesian approach to nonlinear latent variable models using the Gibbs sampler and the metropolis-hastings algorithm," Psychometrika, Springer, vol. 63(3), pages 271-300, September.
    8. Sik-Yum Lee & Kwok-Leung Tsui, 1982. "Covariance structure analysis in several populations," Psychometrika, Springer, vol. 47(3), pages 297-308, September.
    9. P. Bentler, 1983. "Some contributions to efficient statistics in structural models: Specification and estimation of moment structures," Psychometrika, Springer, vol. 48(4), pages 493-517, December.
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    Cited by:
    1. Mingan Yang & David Dunson, 2010. "Bayesian Semiparametric Structural Equation Models with Latent Variables," Psychometrika, Springer, vol. 75(4), pages 675-693, December.
    2. Cai, Jing-Heng & Song, Xin-Yuan & Lam, Kwok-Hap & Ip, Edward Hak-Sing, 2011. "A mixture of generalized latent variable models for mixed mode and heterogeneous data," Computational Statistics & Data Analysis, Elsevier, vol. 55(11), pages 2889-2907, November.
    3. Marin, Jean-Michel & Mengersen, Kerrie & Robert, Christian P., 2005. "Bayesian Modelling and Inference on Mixtures of Distributions," Economics Papers from University Paris Dauphine 123456789/6069, Paris Dauphine University.

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