Overcoming convergence problems in PLS path modelling

DOI10.1007/s00180-022-01204-9zbMath1505.62176OpenAlexW4214721334MaRDI QIDQ2095762

Mohamed Hanafi, Zouhair El Hadri, Abderrahim Sahli, Pasquale Dolce

Publication date: 15 November 2022

Published in: Computational Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s00180-022-01204-9

zbMATH Keywords

Laplacian matrixsignless Laplacian matrixHanafi-Wold's procedureLohmöller's procedurepartial least squares path modelling

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Factor analysis and principal components; correspondence analysis (62H25)

Uses Software

• semPLS
• SmartPLS

Cites Work

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• PLS path modeling
• On the convergence of the partial least squares path modeling algorithm
• PLS path modelling: computation of latent variables with the estimation mode B.
• On the Laplacian eigenvalues of a graph
• Regularized generalized canonical correlation analysis: a framework for sequential multiblock component methods
• Generalized properties for Hanafi-Wold's procedure in partial least squares path modeling
• Handbook of partial least squares. Concepts, methods and applications.
• A general method for analysis of covariance structures

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