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On the convergence of the partial least squares path modeling algorithm


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  • Jörg Henseler


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    Article provided by Springer in its journal Computational Statistics.

    Volume (Year): 25 (2010)
    Issue (Month): 1 (March)
    Pages: 107-120

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    Handle: RePEc:spr:compst:v:25:y:2010:i:1:p:107-120

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    Keywords: Partial least squares path modeling; PLS; Convergence; 62J99 Linear inference; regression; 91B82 Statistical methods; economic indices and measures; 91E45 Measurement and performance;

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    1. Abby Israels, 1984. "Redundancy analysis for qualitative variables," Psychometrika, Springer, vol. 49(3), pages 331-346, September.
    2. Heungsun Hwang & Yoshio Takane, 2004. "Generalized structured component analysis," Psychometrika, Springer, vol. 69(1), pages 81-99, March.
    3. Paul Horst, 1961. "Relations amongm sets of measures," Psychometrika, Springer, vol. 26(2), pages 129-149, June.
    4. Tenenhaus, Michel & Vinzi, Vincenzo Esposito & Chatelin, Yves-Marie & Lauro, Carlo, 2005. "PLS path modeling," Computational Statistics & Data Analysis, Elsevier, Elsevier, vol. 48(1), pages 159-205, January.
    5. Hanafi, M. & Qannari, E. M., 2005. "An alternative algorithm to the PLS B problem," Computational Statistics & Data Analysis, Elsevier, Elsevier, vol. 48(1), pages 63-67, January.
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    Cited by:
    1. Karin Schermelleh-Engel & Christina Werner & Andreas Klein & Helfried Moosbrugger, 2010. "Nonlinear structural equation modeling: is partial least squares an alternative?," AStA Advances in Statistical Analysis, Springer, vol. 94(2), pages 167-184, June.
    2. Jörg Henseler & Marko Sarstedt, 2013. "Goodness-of-fit indices for partial least squares path modeling," Computational Statistics, Springer, Springer, vol. 28(2), pages 565-580, April.
    3. Sarstedt, Marko & Ringle, Christian M. & Smith, Donna & Reams, Russell & Hair, Joseph F., 2014. "Partial least squares structural equation modeling (PLS-SEM): A useful tool for family business researchers," Journal of Family Business Strategy, Elsevier, vol. 5(1), pages 105-115.


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