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Among the features of SmartPLS software, the following can be mentioned:

• Path Least Squares (PLS) modeling algorithm (including fixed PLS)
• Sentence-based ordinary least squares regression
• Advanced bootstrap options
• Blindfolding
• Importance performance matrix analysis (IPMA)
• Multivariate analysis (MGA)
• Models Hierarchical component (second-order models)
• Non-linear relationships (eg quadratic effects)
• Confirmatory quadratic analysis (CTA)
• Constraint partitioning (FIMIX)
• Predictive partitioning (POS)
• And more…

Version 4.1.0.9, released 2024-10-30

• Feature: Added a new and enhanced Gaussian copula framework to deal with endogeneity issues in regression models.
• Feature: Updated the Gaussian copula approach in PLS-SEM to the new and enhanced Gaussian copula framework to deal with endogeneity issues in PLS-SEM.
• Feature: Implementation of a new algorithm for conducting significance testing using bootstrapping in regression models.
• Improved: Enhanced performance when loading graphical models.
• Improved: Enhanced performance for models with a large number of indirect effects.
• Improved: Updated internal libraries.
• Improved: Improved organization of certain matrices in the regression results report.
• Fixed: Data import dialog now correctly uses the font specified in the SmartPLS preferences.
• Fixed: Labels in graphical models are now sized to match the font specified in the SmartPLS preferences.