Topics being 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. Regression analysis

   

  D. 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

   

  E. Time series (ARIMA Model)

  F. Cluster Analysis

  1. Hierarchical Cluster

  2. K means cluster