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High-impact journals frequently audit data analysis methods and may request the replication of results or proof of software licensing.

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If your research hypothesis permits a shift from variance-based PLS-SEM to Covariance-Based Structural Equation Modeling (CB-SEM), the lavaan package in R is an industry-standard toolkit. It provides completely free, enterprise-grade modeling capabilities identical to paid suites like AMOS or LISREL. Conclusion

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Another competitor in the PLS-SEM space that offers specific educational advantages.

Handles moderating effects, mediating variables, and hierarchical component models.