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SmartPLS is a software with graphical user interface for variance-based structural equation modeling SEM using the partial least squares PLS path modeling method. Users can estimate models with their data by using basic PLS-SEM, weighted PLS-SEM WPLS, consistent PLS-SEM PLSc-SEM, and sumscores regression algorithms. The software computes standard results assessment criteria for the reflective and formative measurement models and the structural model, including the HTMT criterion, bootstrap based significance testing, PLSpredict, and goodness of fit and it supports additional statistical analyses confirmatory tetrad analysis, higher-order models, importance-performance map analysis, latent class segmentation, mediation, moderation, measurement invariance assessment, multigroup analysis. Since SmartPLS is programmed in Java, it can be executed and run on different computer operating systems such as Windows and Mac. Version released 2018-11-22 Feature Implementation of predictive model selection criteria for PLS and PLSc Feature New unique case identifier a fixed number for each observation in the dataset, which is useful, for example, when using the casewise deletion option, multigroup or segmentation analyses Improved Inclusion of all specific indirect effects for the mediator analysis Improved Color highlighting of significant p-values in bootstrapping, permutation, and multigroup analysis MGA Improved Results presentation for bootstrapped fit indices Improved Software activation procedure Localization Translation to Korean 100% Localization Translation to Malay 100% Localization Translation to Polish >20% Localization Translation to Rumanian >50% Localization Correction of incompletions and little issues in the different language translations Fixed Residual correlation instead of covariance for PLSc Fixed Bootstrapping sometimes stopped when using “complete bootstrapping” with repeated indicators due to problems in the fit calculation for these models Removed Lohmöller’s initial weighting scheme complexity reduction Removed Bootstrap sign change options individual sign changes, construct level sign changes; complexity reduction Removed Double bootstrapping increased bootstrapping performance; complexity reduction Removed d_g1 version of the exact fit measures complexity reduction Compare
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