17
Notations (4 minutes)
Why Multiple Linear Regression? (33 minutes)
Structure of Equations and Causal Interpretation (20 minutes)
Assumptions of Classical Linear Regression Model (30 minutes)
Method of Ordinary Least Squares (18 minutes)
Partitioned Regression (18 minutes)
Interpretation of a Quadratic Model (28 minutes)
Hypothesis Testing using t-test (21 minutes)
More Complicated t-test (27 minutes)
Bonus Video on Complicated t-test (10 minutes)
Testing more than one restriction using F-test (8 minutes)
Steps to perform F-test (12 minutes)
F-test Table and Practice (24 minutes)
Different formulas to perform F-test (18 minutes)
Test of Overall Significance (22 minutes)
Goodness of Fit - R squared (23 minutes)
Adjusted R squared (26 minutes)
The Trust We've Earned
