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Partial least squares path modeling information


The partial least squares path modeling or partial least squares structural equation modeling (PLS-PM, PLS-SEM)[1][2][3] is a method for structural equation modeling that allows estimation of complex cause-effect relationships in path models with latent variables.

  1. ^ Hair, J.F.; Hult, G.T.M.; Ringle, C.M.; Sarstedt, M. (2017). A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM) (2 ed.). Thousand Oaks, CA: Sage. ISBN 9781483377445.
  2. ^ Vinzi, V.E.; Trinchera, L.; Amato, S. (2010). Handbook of partial least squares. Springer Berlin Heidelberg.
  3. ^ Hair, J.F.; Sarstedt, M.; Ringle, C.M.; Gudergan, S.P. (2018). Advanced Issues in Partial Least Squares Structural Equation Modeling (PLS-SEM). Thousand Oaks, CA: Sage. ISBN 9781483377391.

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Partial least squares path modeling

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The partial least squares path modeling or partial least squares structural equation modeling (PLS-PM, PLS-SEM) is a method for structural equation modeling...

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variance-based structural equation modeling (SEM) using the partial least squares (PLS) path modeling method. Users can estimate models with their data by using...

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multi-regional) modeling SmartPLS – statistics package used in partial least squares path modeling (PLS) and PLS-based structural equation modeling SOCR – online...

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set of explanatory variables) by the principle of least squares: minimizing the sum of the squares of the differences between the observed dependent variable...

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University Ranking Systems: An Alternative Approach Using Partial Least Squares Path Modeling” article, published in the Journal of Higher Education Policy...

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to the single-vector one-by-one technique. Non-linear iterative partial least squares (NIPALS) is a variant the classical power iteration with matrix...

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identified models using econometrics and structural equation modeling techniques, he has also written critiques of Partial least squares path modeling, which...

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Christian M. Ringle, and Rudolf R. Sinkovics. "The use of partial least squares path modeling in international marketing." (2009). Curriculum Vitae : Arne...

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allowing for a model to be used as a prior for x {\displaystyle \mathbf {x} } . Ordinary least squares seeks to minimize the sum of squared residuals, which...

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