Linear Regression, Data Science, Modeling, Ordinary Least Square, Regression.
residual formula. Image by author. And, as shown in figure 6, a residual can also be written as the OLS formula with the error term isolated. Xβ is our fitted value, the value that our model predicted, and y is our true value. Step 3: Square the Residuals and Sum Them Now, that we’ve derived our