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SmartPLS Workflow — Topic Summaries

AI-powered summaries of 4 videos about SmartPLS Workflow.

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I have finished my Research Data Collection! How do I start the Data Analysis using SmartPLS

Research With Fawad · 3 min read

SmartPLS becomes usable for new researchers once the workflow is treated as a sequence: build the model on the canvas, run a measurement-model check...

SmartPLS WorkflowMeasurement ModelReliability Validity

#SmartPLS4 Series 14 - Step wise Demo | How to Resolve Discriminant Validity Problems?

Research With Fawad · 2 min read

Discriminant validity problems in SmartPLS can be fixed through a step-by-step cleanup process that targets the specific items driving HTMT...

Discriminant ValidityHTMTCross-Loadings

#SmartPLS Workshop - Basic and Advance use of SmartPLS3 (See Description for #SmartPLS4)

Research With Fawad · 3 min read

SmartPLS analysis starts by treating each questionnaire item set as indicators of an unobserved (latent) construct, then validating those constructs...

SmartPLS WorkflowStructural Equation ModelingMeasurement Model Validation

The Concept and Process of Predictive Power Assessment using PLSPredict in SmartPLS3

Research With Fawad · 3 min read

Predictive power in PLS-SEM can’t be judged by R² alone, because R² measures in-sample explanatory strength, not out-of-sample forecasting. To assess...

PLS PredictPredictive Power AssessmentK-Fold Cross Validation