SmartPLS 4 is a powerful graphical user interface software package used for Partial Least Squares Structural Equation Modeling (PLS-SEM). Researchers use it to analyze complex relationships between observed and latent variables. The latest version introduces advanced capabilities, including: Regression analysis Path analysis Confined confirmatory analysis (CCA) Process modeling (similar to the Hayes PROCESS macro)
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: There is a restricted version available for free that allows you to work with smaller datasets (up to 100 observations), which is often enough for learning the basics.