Statistics for Data Science and Business Analysis

14 Subtleties of regression analysis

• Decomposing the linear regression model - understanding its nuts and bolts Page
• What is R-squared and how does it help us Page
• The ordinary least squares setting and its practical applications Page
• Studying regression tables Page
• The multivariate linear regression models Page
• Adjusted R-squared Page
• What does the F-statistic show us and why we need to understand it Page