This chapter describes in detail how variation in a 'response' can be modelled in terms of a single explanatory variable. Inference about the model parameters gives an indication of the accuracy of the parameter estimates and predictions from the model. It also provides a test for whether the relationship is significant.

The simple linear regression model is not appropriate for all data sets.

The data should be carefully examined for these problems. Regression diagnostics are describes that help to detect them.