Block 1 – Econometric Theory: Fundamentals
Introduction to Econometrics
Overview of Statistical Concepts
Overview of Hypothesis Testing
Block 2 – Regression Models: Two Variables Case
Simple Linear Regression Model: Estimation
Simple Linear Regression Model: Inferences
Extension of Two Variable Regression Models
Block 3 – Multiple Regression Models
Multiple Linear Regression Model: Estimation
Multiple Linear Regression Model: Inferences
Extension of Regression Models: Dummy Variable Cases
Block 4 – Treatment of Violations of Assumptions
Multicollinearity
Heteroscedasticity
Autocorrelation
Block 5 – Econometric Model Specification and Diagnostic Testing
Model Selection Criteria
Tests for Specification Errors
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