Detecting problems with the model

If outliers or curvature are present in a data set, they are often visible in a scatterplot of the response against the explanatory variable. However these features are usually clearer if the residuals are plotted against X rather than the original response.

Plot residuals against X to look for problems in the model


Atmospheric pressure and boiling point