The assumptions of the regression model should be checked before drawing conclusions. For
example, you should visually verify that a straight line is an appropriate model when using one
predictor. Also, the residuals, or the differences between the observed and predicted values,should have equal variability regardless of the size of the predicted taste value, and they
should have no apparent trends. You can check these with the following statements.