Part 1. VARIABLE ANALYSIS

• Data Sample and Distribution
• Hypothesis and test
• Uni-variate Analysis
• Bi-variate Analysis
• Multi-variate Analysis

 Part 2. REGRESSION MODELS

• Linear Regression
• Logistical Regression
• Poisson regression
• Survival Analysis
• Two Step Models
• GEE Model
• Mixed Model
• Time Series Analysis
• Colinearity Diagnosis

Part 3. SPECIAL CASE ANALYSIS

• Factor Analysis
• Cluster Analysis
• Sensitive Analysis
• Propensity Score Analysis
• Instrumental Variable Analysis

 Part 4. OTHER RELATED TOPICS

• Clinical Trials
• Advanced SQL
• Advanced MACRO
• Advanced Tables and Graphs
• Monte Carlo Simulations
• Power Calculation
• Random Sampling
• Odd Ratio vs. Relative Risk
• Weight and Survey Procedures