Topics to be covered:

A. Factor Analysis

1. Reliability analysis

2. Principal Component Analysis (PCA)

3. Exploratory Factor Analysis (EFA)

B. Confirmatory Factor Analysis (CFA):

1. Average Variance Extracted (AVE)

2. Construct Reliability (CR)

3. Discriminant Validity (DV)

C. Structural Equation Model (SEM):

1. Create Model

2. Model Fit: GFI, AGFI, CFI, NFI, RMSEA

3. Measurement Model

4. Path analysis

5. Structural Equation Model

6. Mediation and Moderation Analysis

D. Time series (ARIMA Model)

E. Cluster Analysis

1. Hierarchical Cluster

2. K means cluster