sem-15042009375265147-conversion-gate01.pptx

sem-15042009375265147-conversion-gate01.pptx

1. CFA and SEM

2. Prediction --- Regression - Linear/Multiple Regression - Tree Regression - Ridged Regression - Lasso Inference --- Regression -- Structure Equation Model -- Partial Least Squares - Path Analysis

3. Prediction --- Regression - Linear/Multiple Regression - Tree Regression - Ridged Regression - Lasso Inference --- Regression -- Structure Equation Model -- Partial Least Squares - Path Analysis

4. Prediction --- Regression - Linear/Multiple Regression - Tree Regression - Ridged Regression - Lasso Inference --- Regression -- Structure Equation Model -- Partial Least Squares - Path Analysis

5. Dimension Reduction/ Grouping --- PCA --- EFA --- CFA --- Cluster Analysis

6. Dimension Reduction/ Grouping --- PCA --- EFA --- CFA --- Cluster Analysis

7. Dimension Reduction/ Grouping --- EFA --- CFA Inference ---- Structure Equation Model --- PCA --- EFA --- CFA --- Cluster Analysis

8. Dimension Reduction/ Grouping --- EFA --- CFA Inference ---- Structure Equation Model --- PCA --- EFA --- CFA --- Cluster Analysis Survey

9. CFA While (Model Fit is Poor) { Construct a Model in Amos Check Model Fit Modification } Model Test – reliability and validity

10. If (model fit is always poor || model test fails) { If (result of EFA is acceptable) { Change your research questions Regression + EFA } else { Give up } }

11. SEM Generate Factor Scores (Composites) While (Model Fit is Poor) { Construct a Model in Amos Check Model Fit Modification }

12. SEM Control A C B D

13. SEM Mediation A C A B C