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Structural Equation Modeling
- AMOS
- SmartPLS
– Data entry
– Data cleaning & customization
– Data analysis assumptions
– EFA / CFA
1st Step: Regression Results
2nd Step: Reliability and Validity (AVE, CR, Discriminant Validity)
3rd Step: Model Fit Indices (CFI, GFI, IFI, NFI, RMSEA, RMR)
Assessment of Structural Model (Regression Analysis)
Mediation Analysis (Parallel, Sequential & Serial Mediation)
Moderation Analysis (Categorical & Continuous)
2nd Order/Higher-Order Model Analysis
Multi-Group Analysis
– Correlations
– Reliability
– ANOVA
– T-Tests
General Linear Model GLM
– SEM – mediation, moderation, moderated mediation