The residuals ( $\hat \epsilon_i$) are an [[estimator]] of the error terms in the model. $\hat \epsilon_i = y_i - (\beta_0 + \beta_1 X_{i,1} + \dots + \beta_p X_{i,p}) = y_i - \hat y_i$