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• W2001768043 abstract "This paper adds to an important aspect of Partial Least Squares (PLS) path modeling, namely the convergence of the iterative PLS path modeling algorithm. Whilst conventional wisdom says that PLS always converges in practice, there is no formal proof for path models with more than two blocks of manifest variables. This paper presents six cases of non-convergence of the PLS path modeling algorithm. These cases were estimated using Mode A combined with the factorial scheme or the path weighting scheme, which are two popular options of the algorithm. As a conclusion, efforts to come to a proof of convergence under these schemes can be abandoned, and users of PLS should triangulate their estimation results." @default.
• W2001768043 created "2016-06-24" @default.
• W2001768043 creator A5008753312 @default.
• W2001768043 date "2009-08-01" @default.
• W2001768043 modified "2023-10-04" @default.
• W2001768043 title "On the convergence of the partial least squares path modeling algorithm" @default.
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• W2001768043 doi "https://doi.org/10.1007/s00180-009-0164-x" @default.
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