A classification of time series

Time series data arise in various different contexts.

Measurements relating to events that occur at discrete times
Regular snapshots of a continuous process
Quantities that are aggregated over a period

The measurements themselves may be:

Continuous
Discrete

In this e-book, all of the above types of time series are analysed in the same way.