SmartPLS

SmartPLS is a statistics software with a graphical user interface that assists users in conducting a wide range of statistical analyses. It supports methods such as variance-based structural equation modeling (SEM) with partial least squares (PLS) path modeling, confirmatory factor analysis, mediation and moderation analysis, multigroup analysis, and logistic regression. Additionally, SmartPLS enables advanced techniques like higher-order models, latent class segmentation, importance-performance map analysis, and measurement invariance assessment. The software is designed to compute key assessment criteria and supports predictive analysis, including PLSpredict and goodness-of-fit testing. It is compatible with both Windows and Mac operating systems, being programmed in Java.