8.3. Regression diagnostics¶. Like R, Statsmodels exposes the residuals. That is, keeps an array containing the difference between the observed values Y and the values predicted by the linear model. A ...

Line of Best Fit and Regression Analysis To perform a regression analysis, a statistician collects a set of data points, each including a complete set of dependent and independent variables.