A classic data set demonstrating non-stationary periodicity
The automatic statistician identifies the unusual period of very low sun spot activity known as the Maunder minimum
Creative usage of change points
An example where the automatic statistician identifies that it has failed to capture all aspects of the data (see the model checking section)
A simple but insightful model. Gaussian noise clearly inappropriate but identified by appropriate model criticism.
A simple analysis of data relating to wood burning stoves. Only a linear model is required to find patterns in the data that would not be apparent from looking at plots of pairs of variables alone.