Systems and methods are provided for handling time-stamped data. The one or more GUIs are used to define properties of an event and to associate the event with time-stamped data. The properties of the event defined using the one or more GUIs includes one or more statistical properties that indicate how the event statistically affects the time-stamped data. A time series analysis program uses the time-stamped data and the associated event to generate a mathematical model.