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References:

The following are papers on generalized structured component analysis or relevant methods.

  • Hwang, H., & Takane, Y. (2004). Generalized structured component analysis. Psychometrika, 69, 81-99.
  • Hwang, H., Kim, Y., & Tomiuk, M. A. (2005). Latent growth curve modeling of the relationships among revenue, loyalty, and customer satisfaction by generalized structured component analysis. Asia Pacific Advances in Consumer Research, Vol. 6, 215-217.
  • Hwang, H., DeSarbo, W. S., & Takane, Y. (2007). Fuzzy clusterwise generalized structured component analysis. Psychometrika, 72, 181-198.
  • Hwang, H., Takane, Y., & Malhotra, N. K. (2007). Multilevel generalized structured component analysis. Behaviormetrika, 34, 95-109.
  • Hwang, H. (2008). VisualGSCA 1.0 - A graphical user interface software program for generalized structured component analysis. In K. Shigemasu, A. Okada, T. Imaizumi, & T. Hoshino (Eds.). New Trends in Psychometrics (pp.111 - 120). Tokyo: University Academic Press.
  • Hwang, H. (2009). Regularized generalized structured component analysis. Psychometrika, 74, 517-530.
  • Tenenhaus, M. (2008). Component-based structural equation modelling. Total Quality Management and Business Excellence, 19, 871-886.
  • Hwang, H., & Takane, Y. (2010). Nonlinear generalized structured component analysis. Behaviormetrika, 37, 1-14.
  • Hwang, H., Ho, R. M., & Lee, J. (2010). Generalized structured component analysis with latent interactions. Psychometrika, 75, 228-242.
  • Hwang, H., Malhotra, N. K., Kim, Y., Tomiuk, M. A., & Hong, S. (2010). A comparative study on parameter recovery of three approaches to structural equation modeling. Journal of Marketing Research, 47, 699-712.