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Enhanced Algorithm Capabilities: SmartPLS 4 includes the latest algorithms for PLS-SEM, enabling more accurate and robust analysis. This includes advanced handling of formative and reflective constructs, mediation, and moderation analysis.
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SEMinR (Free Alternative): If you are comfortable with coding, the SEMinR package for R is a powerful, open-source, and completely free alternative for carrying out PLS-SEM analysis.