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“SmartPLS 4 is a milestone in latent variable modeling. This method combines state-of-the-art methods (e.g. PLS-POS, IPMA, sophisticated bootstrapping methods) with an easy-to-use graphical user interface.

Running SmartPLS analysis is fun and effortless.

SmartPLS is the go-to tool for all PLS-SEM analyzes – for beginners as well as experts

SmartPLS is a graphical user interface software for variance-based structural equation modeling (SEM) using path least squares (PLS) modeling.

In addition to estimating path models with latent variables using the PLS-SEM algorithm, the software calculates standard evaluation criteria values ​​and supports additional statistical analyses.
Since SmartPLS4 is programmed in Java, it can be run on various computer operating systems such as Windows and Mac.
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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…