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#smartpls #Quantitativedataanalysis #Structuralequationmodeling #SEManalysis ************************************************************************** This video provides a detailed explanation on Multi-Group analysis in PLS. it shows when MGA can be used and why it is used in SmartPLS. MGA is used to detect the impact of a specific group of variable/s on the structural equation model. Groups may moderate the overall model results. MGA is different from moderation or mediation where only a specific relationship within SEM are influenced. The video shows an application using SmartPLS boostrapping and MGA functions. The results are reported showing how each group may impact the weights, original sample, etc. ********************************************************************** The video is split into the following chapters: 0:00 introduction to MGA 4:30 MGA calculation phases in SmartPLS 5:25 MGA Parametric and Welch-Saterthwait tests 6:10 PLS MGA simulations 7:07 Add Data groups 12:30 Phase 1 Bootstrapping calculations and interpretations 16:00 Reporting Bootstrapping results 19:55 Phase 2: MGA calculations and interpretations 22:00 Confirmation testing 23:02 Wrap up and conclusion ********************************************************************** Simply click on this link to subscribe to our channel and receive period relevant videos: / @the-dissertation-thesis-mentor ************************************************************************* SmartPLS video series: **VID#25: Importance and Performance Index with SmartPLS (IPMA) • Importance and Performance Index with Smar... **VID#24: Moderation effects in SmartPLS continuous variables • Moderation effects in SmartPLS continuous ... **VID#23: Categorical variables moderation effects in SmartPLS • Categorical variables moderation effects i... **VID#22: Mediation effects and mediator variables in SmartPLS.. Discover all Details • Mediation effects and mediator variables i... **VID#21: • Second and Third Order Models in SmartPLS ... • Second and Third Order Models in SmartPLS ... **VID#20: SmartPLS higher order models assessment and reporting https://www.youtube.com/watch?v=mv2HR... **VID#19: Assessing and validating formative indicators in PLS https://www.youtube.com/watch?v=0KpWh... **VID#18: How to write a literature review? https://www.youtube.com/watch?v=pmib6... **VID# 17: What and How to report SEM Model Fit Analysis with SmartPLS https://www.youtube.com/watch?v=YAoZI... **VID#16: Cross validation redundancy Predictive Relevance Qsquared calculation using SmartPLS: https://www.youtube.com/watch?v=eivx-... **VID #15: Step 4: The f-square calculation (Effect Size) In structural model assessmenthttps://www.youtube.com/watch?v=eivx-... **VID #14: Step 3: R-square in Structural model assessmenthttps://www.youtube.com/watch?v=SaVUC #13: Step 2: Significance and Relevance of Structural Model Relationships in SmartPLShttps://www.youtube.com/watch?v=A5BLK #12: Step 1 in SEM assessment: Collinearity issueshttps://www.youtube.com/watch?v=0Rezs #11: Structural model assessment using SmartPLS • #structural model assessment using (SmartPLS) **VID #10: Formative and Reflective models with SmartPLS • Formative and Reflective Models SmartPLS **VID #9: Common method bias: Statistical remedies • The Common Method Variance CMV **VID #8: The Common method variance (CMV) • Assessing Univariate and Multivariate Data... **VID #7: (Assessing uni-variate and multivariate data normality) • Measurement model Discriminant Validity #s... **VID #6: (Measurement model discriminant validity) • Measurement model Discriminant Validity #s... **VID #5:(Measurement Model Assessment with SmartPLS) • Measurement Model Assessment with SmartPLS... **VID #4: (Data Collection Platforms and PLS Modeling) • Data Collection Platforms & PLS Modeling **VID #3: (Data Collection and Dealing with Missing Data) • Data Collection and Dealing with Missing Data **VID #2: (An Intro to SmartPLS) • An Intro to SmartPLS **VID #1: (An introduction to Structural Equation Modeling) • Intro to Structural Equation Modeling (SEM) *************************************************************************** Connect with us: facebook.com/smartresearchanddataanalytics Instagram.com/smartresearchanddataanalytics ********************************************************************* For PhD and Master Dissertations mentoring services, contact me: Abdul Ayoub, PhD, CPA, CMA, CPA The Dissertation-Thesis Mentor [email protected] Whatsapp: +12513324003