What Do You Do When Linear Regression Assumptions Are Violated?
What Do You Do When Linear Regression Assumptions Are Violated? If the regression diagnostics have resulted in the removal of outliers and influential observations, but the residual and partial residual plots still show that model assumptions are violated, it is necessary to make further adjustments either to the model (including or excluding predictors), or transforming